{"meta":{"query_hash":"644bf478e683","filters":{"topic":"Environmental and Social Impact Assessments"},"cohort_total":1406,"direct_labels_cover":3,"predictions_cover":1406,"exported":1406,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/644bf478e683","api":"https://metacan.xera.ac/api/v1/cohort?topic=Environmental+and+Social+Impact+Assessments"},"results":[{"id":"W1021923981","doi":"10.11575/prism/26568","title":"Integrated Environmental Policy in Alberta","year":2014,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental policy; Environmental planning; Environmental science","score_opus":0.004852580848298255,"score_gpt":0.20904586898474375,"score_spread":0.2041932881364455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1021923981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8646473,0.000021560323,0.0003267383,0.00009014871,0.00010144577,0.00024403112,0.0000019363315,0.000012554741,0.13455427],"genre_scores_gemma":[0.89562184,0.0002724826,0.0021008302,0.000081570615,0.000016515138,0.0000011244563,0.0008381699,0.000037459275,0.10102999],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998675,0.0000903909,0.00018689752,0.0003625375,0.00038217657,0.00030297998],"domain_scores_gemma":[0.99936205,0.000036410383,0.00022370285,0.00023248857,0.0000010339261,0.00014433844],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009757164,0.00025497173,0.0003657958,0.0001369549,0.00011032647,0.000008114794,0.0004302644,0.00034072026,0.004069477],"category_scores_gemma":[0.000015129696,0.0003114188,0.00014735303,0.0001688995,0.00021625849,0.00021341896,0.00015700466,0.00034581454,0.0006431504],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004345932,0.0012599993,0.23811303,0.000114214636,0.00015548206,0.00008742357,0.01671761,0.000012587366,0.015946968,0.00040822887,0.0039477968,0.72280204],"study_design_scores_gemma":[0.0010199101,0.0001284759,0.96440166,0.000079210186,0.00006582554,0.0000013709032,0.0013112327,0.0015128367,0.0003782034,0.0008142886,0.029738406,0.00054856116],"about_ca_topic_score_codex":0.07691982,"about_ca_topic_score_gemma":0.007940132,"teacher_disagreement_score":0.7262887,"about_ca_system_score_codex":0.000726806,"about_ca_system_score_gemma":0.000032488133,"threshold_uncertainty_score":0.9999338},"labels":[],"label_agreement":null},{"id":"W1037960921","doi":"","title":"The Duty to Consult First Nations within the Environmental Assessment Process: A Resource Industry Perspective","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Duty; Negotiation; Public consultation; Political science; Public administration; Resource (disambiguation); Public relations; Stakeholder; Business; Law","score_opus":0.007690378072203013,"score_gpt":0.29464480318099395,"score_spread":0.28695442510879093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1037960921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70306873,0.00006403078,0.000009259792,0.0031665189,0.0003642314,0.0022127808,0.00006751809,0.00006010212,0.2909868],"genre_scores_gemma":[0.89022136,0.00006561494,0.00012459722,0.0008046,0.00011254974,0.00093569956,0.00018174507,0.000064411484,0.10748945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968338,0.00016778933,0.00049673166,0.00067746406,0.0012806768,0.0005435433],"domain_scores_gemma":[0.9983518,0.0003884373,0.00038400546,0.0005692257,0.000012375015,0.00029413233],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004161557,0.0005097242,0.00027676916,0.000049710296,0.0032792322,0.00033503567,0.00097623025,0.0005032638,0.004858127],"category_scores_gemma":[0.00015405992,0.00029791068,0.0001485935,0.00037812683,0.00047745008,0.00029711664,0.0002738164,0.0013501738,0.0014634386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063711056,0.006105714,0.3926886,0.00022391934,0.0026675775,0.00006538774,0.27625462,0.012904068,0.010182184,0.031984374,0.25440037,0.011886055],"study_design_scores_gemma":[0.0006030401,0.00027470096,0.624643,0.00011221578,0.00019075513,0.000009998243,0.33177388,0.00023657917,0.001230122,0.0018304175,0.03796392,0.0011313509],"about_ca_topic_score_codex":0.0015141496,"about_ca_topic_score_gemma":0.010674482,"teacher_disagreement_score":0.23195443,"about_ca_system_score_codex":0.0020594327,"about_ca_system_score_gemma":0.000087693305,"threshold_uncertainty_score":0.9999473},"labels":[],"label_agreement":null},{"id":"W108887419","doi":"","title":"European Sustainable Construction Regulation: Homogeneity and Attention","year":2011,"lang":"en","type":"article","venue":"Research Repository (Delft University of Technology)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"European union; Member states; European commission; Sustainable development; Business; Commission; Environmental regulation; Environmental resource management; Environmental planning; Resource efficiency; International trade; Political science; Ecology; Economics; Geography; Law","score_opus":0.021218190757426262,"score_gpt":0.2424222984490443,"score_spread":0.22120410769161805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W108887419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.913216,0.000020731195,0.00019753688,0.000073937066,0.000018343419,0.00013484525,8.064647e-7,0.00004617527,0.08629165],"genre_scores_gemma":[0.99147826,0.000046447392,0.0025587992,0.0000013410521,0.0000072396824,2.4599194e-7,0.000001230181,0.000005178881,0.005901255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990845,0.00014163124,0.000083590254,0.00021324244,0.00024842646,0.00022865484],"domain_scores_gemma":[0.9996269,0.0000084638295,0.00006446684,0.00020211362,0.000026495125,0.00007155633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038227878,0.00006202238,0.00008298451,0.00012788642,0.00057940476,0.00000836892,0.00020614392,0.00009210785,0.00019016191],"category_scores_gemma":[0.000015545691,0.00007135946,0.000028943967,0.0003200194,0.001628971,0.00028587878,0.0005259483,0.00017577838,0.000040112554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057938323,0.00019785808,0.8316858,0.000026676138,0.00003672514,0.00018614474,0.0005893132,0.000005497342,0.15163957,0.005443508,0.00043424603,0.009696772],"study_design_scores_gemma":[0.00027802214,0.00017845472,0.9731955,0.000012451275,0.000013767201,0.000035171146,0.00881452,0.000038692506,0.0131049445,0.0022842232,0.0019475354,0.000096724834],"about_ca_topic_score_codex":0.00097151776,"about_ca_topic_score_gemma":0.000010101421,"teacher_disagreement_score":0.14150973,"about_ca_system_score_codex":0.00022472706,"about_ca_system_score_gemma":0.000010385097,"threshold_uncertainty_score":0.60020113},"labels":[],"label_agreement":null},{"id":"W1132580810","doi":"","title":"Canadian Guide for Greener Roads","year":2015,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Planner; Set (abstract data type); Engineering; Business; Computer science","score_opus":0.025473042479679277,"score_gpt":0.2880766404858986,"score_spread":0.2626035980062193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1132580810","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31545186,0.00000782137,0.0007110998,0.0015819314,0.00019935203,0.00024509663,0.000014564251,0.000027317363,0.68176097],"genre_scores_gemma":[0.91162336,0.0000018396844,0.0045698555,0.0021730147,0.000058100293,0.000022474629,0.00001363322,0.000011108849,0.081526585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936134,0.000010560567,0.00008559631,0.00012673337,0.0001505988,0.00026514495],"domain_scores_gemma":[0.9993762,0.000007328256,0.000015250396,0.00010401006,0.0000020930445,0.0004951312],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001460454,0.00007030078,0.00006188978,0.000011842584,0.00008036307,0.000017858789,0.00012408759,0.000041499898,0.002355085],"category_scores_gemma":[0.000015931937,0.00005902642,0.00003228452,0.00005210508,0.00004499317,0.00015397613,0.000050170576,0.000026602434,0.0010635728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052698006,0.00004253425,0.46624744,8.6851566e-7,0.00001015988,0.0000039730085,0.00037998476,0.00023280617,0.00087163795,0.00040665272,0.5169797,0.014818961],"study_design_scores_gemma":[0.0004934322,0.00010013729,0.15412575,0.000001205978,0.000008817391,0.0000023565945,0.0004505632,0.00035972206,0.0006097369,0.0027472065,0.8408814,0.00021966315],"about_ca_topic_score_codex":0.41499647,"about_ca_topic_score_gemma":0.4573386,"teacher_disagreement_score":0.6002344,"about_ca_system_score_codex":0.00081141863,"about_ca_system_score_gemma":0.000032767788,"threshold_uncertainty_score":0.9997142},"labels":[],"label_agreement":null},{"id":"W1150591263","doi":"","title":"Integrating Climate Change Factors within China’s Environmental Impact Assessment Legislation: New Challenges and Developments","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; China; Climate change; Environmental planning; Environmental impact assessment; Environmental resource management; Political science; Geography; Environmental science; Oceanography","score_opus":0.22668925890118483,"score_gpt":0.5136618784926037,"score_spread":0.28697261959141884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1150591263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868999,0.0029316864,0.000050212362,0.0001997044,0.00029356978,0.0009443374,0.000030743915,0.000030016925,0.008619828],"genre_scores_gemma":[0.98117375,0.016875772,0.0013469401,0.00015251513,0.000107215994,0.00006850261,0.00003377806,0.000057502843,0.00018400405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967607,0.00023399435,0.00079948606,0.00058929453,0.000984873,0.000631603],"domain_scores_gemma":[0.9980795,0.00009524026,0.00086317037,0.0003203711,0.000007661502,0.00063408783],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000702048,0.0005363624,0.000662801,0.0001981306,0.00047440085,0.0008896728,0.0012395339,0.00014887504,0.025035176],"category_scores_gemma":[0.000036807913,0.00042723428,0.00015131473,0.00024754164,0.0002573503,0.006548148,0.0020181478,0.00044356717,0.00008814168],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014984001,0.00021952501,0.90583307,0.000013055881,0.00009856578,0.0000055903715,0.0036690782,0.000032641063,0.023486385,0.000024945775,0.0007429806,0.065859154],"study_design_scores_gemma":[0.00044042256,0.000035974776,0.9941285,0.00013484884,0.00003759075,0.000007640732,0.001009284,0.00010416447,0.0013878574,0.00195833,0.00026357948,0.000491795],"about_ca_topic_score_codex":0.006540918,"about_ca_topic_score_gemma":0.00021557312,"teacher_disagreement_score":0.088295415,"about_ca_system_score_codex":0.0007311276,"about_ca_system_score_gemma":0.00004136016,"threshold_uncertainty_score":0.99981797},"labels":[],"label_agreement":null},{"id":"W1199727246","doi":"10.71781/13272","title":"Évaluation de la participation des Cris dans la procédure d'évaluation environnementale de la Convention de la Baie James et du Nord Québécois (CBJNQ) /","year":2009,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Université de Montréal","keywords":"Political science; Humanities; Art","score_opus":0.036376789558279186,"score_gpt":0.36925278263694156,"score_spread":0.3328759930786624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1199727246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9239896,0.0001413722,0.0018053944,0.00017139032,0.00009898654,0.0012175909,0.000075363314,0.00000958303,0.0724907],"genre_scores_gemma":[0.97686845,0.0011023969,0.014768746,0.00015914143,0.000095564574,0.0003313276,0.0015603454,0.00007083702,0.0050431853],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9919817,0.0051755733,0.00067629275,0.0007029644,0.00080955075,0.0006539421],"domain_scores_gemma":[0.99807787,0.00072831084,0.0005889743,0.00028423162,0.000019678158,0.00030093914],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005860446,0.0005390829,0.00041204077,0.00009026596,0.0009462727,0.0008121462,0.0005244153,0.00083799235,0.0049674395],"category_scores_gemma":[0.00038680492,0.00061034865,0.00020066003,0.00024604963,0.001139247,0.0013208252,0.00016155222,0.00055648125,0.00044575578],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017147115,0.0022087314,0.34929836,0.00007176228,0.00012819335,0.000039256032,0.13139696,0.009153747,0.12268243,0.00018171486,0.00027429027,0.3843931],"study_design_scores_gemma":[0.0014285152,0.00029910577,0.92232335,0.00030015348,0.00057816034,0.00003139867,0.02543933,0.004644483,0.03572279,0.0026383451,0.0059850137,0.00060934405],"about_ca_topic_score_codex":0.022882875,"about_ca_topic_score_gemma":0.014773072,"teacher_disagreement_score":0.573025,"about_ca_system_score_codex":0.0028376246,"about_ca_system_score_gemma":0.0004950828,"threshold_uncertainty_score":0.9996348},"labels":[],"label_agreement":null},{"id":"W121186114","doi":"","title":"Social sustainability: a review and critique of traditional versus emerging themes and assessment methods","year":2009,"lang":"en","type":"review","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social sustainability; Sustainability; Sustainability organizations; Sustainability science; Context (archaeology); Sociology; Political science; Environmental ethics; Geography","score_opus":0.12876755851193272,"score_gpt":0.4981939476606674,"score_spread":0.36942638914873466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W121186114","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46233386,0.49948293,0.000026720909,0.01653884,0.00026952307,0.0033784502,0.0013155713,0.000020592213,0.016633516],"genre_scores_gemma":[0.080820546,0.91491264,0.0036194713,0.00036616068,0.00014343459,0.000031960666,0.000020575844,0.000025626181,0.000059596663],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99378324,0.00050373084,0.0016642106,0.0013026746,0.0005147666,0.002231356],"domain_scores_gemma":[0.9939149,0.0018852999,0.0004903068,0.00045351736,0.00016970237,0.0030862945],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008858857,0.00052286754,0.0021603054,0.00048946275,0.00067443604,0.000288029,0.0009424425,0.0002965669,0.00027657257],"category_scores_gemma":[0.0026907441,0.00045295904,0.0002671985,0.00070079946,0.01468278,0.0012089469,0.0015147589,0.0009979232,0.000003646271],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034809662,0.000405759,0.0017858723,0.0029833731,0.00006238627,0.0000021581322,0.000044936285,0.000002402876,0.00002360742,0.8467561,0.00006216747,0.14783643],"study_design_scores_gemma":[0.003719279,0.004336626,0.10021948,0.0042503914,0.0013637352,0.00013433694,0.0031185956,0.0022735358,0.00019058296,0.69656736,0.18089692,0.002929144],"about_ca_topic_score_codex":0.0014592961,"about_ca_topic_score_gemma":0.00007623812,"teacher_disagreement_score":0.4154297,"about_ca_system_score_codex":0.0019587493,"about_ca_system_score_gemma":0.0027331344,"threshold_uncertainty_score":0.9997922},"labels":[],"label_agreement":null},{"id":"W121922419","doi":"10.3406/rjenv.2004.4252","title":"Le bureau d'audiences publiques sur l'environnement (BAPE) : participation publique et évaluation environnementale au Québec","year":2004,"lang":"fr","type":"article","venue":"Revue Juridique de l Environnement","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.02584327893432415,"score_gpt":0.2921520548715156,"score_spread":0.26630877593719143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W121922419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79056686,0.0023691198,0.008065228,0.17637868,0.0009860123,0.0021634125,0.00013862258,0.00016060949,0.019171463],"genre_scores_gemma":[0.976525,0.004983049,0.005450252,0.005325674,0.0006466187,0.0008487717,0.00035769894,0.00016799095,0.005694921],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9919629,0.0012014767,0.0015950578,0.0016330195,0.0014156792,0.0021918856],"domain_scores_gemma":[0.99675435,0.00020539663,0.00090668775,0.0010770326,0.000026744046,0.0010298116],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002852452,0.0011102459,0.00087078597,0.00020871713,0.0015797963,0.00036032405,0.000942553,0.0006397018,0.0036187095],"category_scores_gemma":[0.00023367403,0.0012930329,0.00053760776,0.00045939346,0.0016181257,0.0027428155,0.00092609745,0.000861562,0.0015083367],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002467923,0.023487512,0.24803095,0.001081615,0.0011635323,0.0003337928,0.059959225,0.18497448,0.06943373,0.28880122,0.0049979673,0.11748921],"study_design_scores_gemma":[0.0041587693,0.0016094266,0.6693516,0.0006489399,0.0005265521,0.000065784276,0.0029148452,0.0008482229,0.01819383,0.007909366,0.29146358,0.0023090886],"about_ca_topic_score_codex":0.3898233,"about_ca_topic_score_gemma":0.34181777,"teacher_disagreement_score":0.42132065,"about_ca_system_score_codex":0.014625073,"about_ca_system_score_gemma":0.003297518,"threshold_uncertainty_score":0.99972004},"labels":[],"label_agreement":null},{"id":"W1231307660","doi":"","title":"Health Impact Assessments (HIA) for Healthy Alcohol and Drug Policies and Programs","year":2010,"lang":"en","type":"article","venue":"Journal of alcohol and drug education","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health impact assessment; Health policy; Public health; Political science; Public policy; Population; Curriculum; Population health; Environmental health; Public relations; Psychology; Public administration; Medicine; Law; Nursing","score_opus":0.022986008148993632,"score_gpt":0.39113813077836,"score_spread":0.36815212262936636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1231307660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99196327,0.00033964432,0.00001939058,0.0064175357,0.00042036895,0.00041752605,0.000008468275,0.0000063433044,0.00040742932],"genre_scores_gemma":[0.9950528,0.0006084198,0.0028011058,0.0008875335,0.00023239275,0.000015585838,0.000009987985,0.000014442784,0.00037772278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988845,0.000059139467,0.00034180054,0.00017386726,0.00025797196,0.00028270856],"domain_scores_gemma":[0.998981,0.000054360986,0.0004094074,0.00009310598,0.000016338709,0.00044577825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006767348,0.0001564936,0.0002506752,0.00006147733,0.00030559135,0.00013089397,0.00008991445,0.00005076425,0.000037993424],"category_scores_gemma":[0.000021774185,0.00012153937,0.000059620623,0.000085530046,0.00019008841,0.0006062874,0.000066408174,0.00022669944,0.0000021066403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000740159,0.00062642514,0.77985775,0.000050758717,0.00003930143,4.2243363e-7,0.0044221417,0.0000024065323,0.0033945637,0.00008311939,0.006557082,0.20489198],"study_design_scores_gemma":[0.00097027386,0.0005369216,0.9878182,0.000039119208,0.000033243763,0.00008879637,0.0025703372,0.000034231114,0.0001239923,0.0020144028,0.005606815,0.00016368944],"about_ca_topic_score_codex":0.0013995413,"about_ca_topic_score_gemma":0.0002793086,"teacher_disagreement_score":0.2079604,"about_ca_system_score_codex":0.0001643898,"about_ca_system_score_gemma":0.00013909566,"threshold_uncertainty_score":0.49562317},"labels":[],"label_agreement":null},{"id":"W128151753","doi":"10.2139/ssrn.2348258","title":"An Evaluation of Disaster Mitigation Planning for B.C. First Nations: An Assessment of 5 Comprehensive Community Plans (CCP)","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Business; Environmental resource management; Political science; Geography; Environmental science","score_opus":0.03486994103078648,"score_gpt":0.3685212778563841,"score_spread":0.3336513368255976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W128151753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919157,0.0000313567,0.0065745874,0.000056668883,0.000051242943,0.00049918855,0.00001832784,0.0000061437854,0.0008467988],"genre_scores_gemma":[0.9988622,0.000063391155,0.000848508,0.0000300363,0.000034422806,0.000043748445,0.0000832184,0.0000124576445,0.000021981155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980666,0.0004120594,0.00032182602,0.00010588902,0.0005590159,0.00053462834],"domain_scores_gemma":[0.99923545,0.00013217756,0.00032507887,0.00016958152,0.00005811317,0.00007957035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015276548,0.00011106434,0.00015578227,0.00005094196,0.00049692305,0.000028365299,0.00024035419,0.00005832184,0.00027135204],"category_scores_gemma":[0.000026176189,0.00010200703,0.000060805738,0.00009617528,0.00012742683,0.0009176025,0.00003746925,0.00046341386,0.000004469107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005732698,0.0021200685,0.82720864,0.0000503905,0.00027123676,1.4765601e-7,0.008955412,0.04515827,0.08585856,0.005421542,0.000065757544,0.024832642],"study_design_scores_gemma":[0.0012363532,0.0013263515,0.89414144,0.000038753406,0.00009275274,0.00000899422,0.029972155,0.020570483,0.0007205858,0.051717013,0.000017734385,0.00015740572],"about_ca_topic_score_codex":0.0006985614,"about_ca_topic_score_gemma":0.0034852186,"teacher_disagreement_score":0.08513798,"about_ca_system_score_codex":0.001158538,"about_ca_system_score_gemma":0.00015479697,"threshold_uncertainty_score":0.4159726},"labels":[],"label_agreement":null},{"id":"W141527074","doi":"","title":"An evaluation of Canada's environmental sustainability planning system","year":2008,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Environmental planning; Environmental resource management; Environmental science; Ecology","score_opus":0.010430602551282147,"score_gpt":0.24013333538577974,"score_spread":0.2297027328344976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W141527074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9647127,0.000045697532,0.000008394499,0.0000074317895,0.00025532232,0.0005486361,0.00012024808,0.000028939932,0.03427264],"genre_scores_gemma":[0.9945942,0.000019186167,0.00002545113,0.000011048108,0.000030924926,0.0000031841942,0.0009998147,0.00003101617,0.0042851362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970457,0.0003252639,0.00027857447,0.0005220338,0.0014441601,0.00038429056],"domain_scores_gemma":[0.99893624,0.000028759014,0.00035577276,0.00040691407,0.000022634069,0.00024968377],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029645828,0.00032486845,0.0003505765,0.00010052236,0.00038617398,0.000012276038,0.00046851079,0.00027751384,0.0009094632],"category_scores_gemma":[0.000016714273,0.00038655227,0.000112421214,0.00024771562,0.00015516154,0.000407542,0.00008037197,0.00026460478,0.000014532158],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013678355,0.0002673924,0.9865327,0.0000840746,0.000073043535,0.00011580205,0.0003301802,0.0071049817,0.00012703161,0.000016482618,0.0026495263,0.002561996],"study_design_scores_gemma":[0.0012824928,0.00018655248,0.62086457,0.000087016604,0.00044648707,3.0739066e-8,0.36392486,0.0017589559,0.003164461,0.000051284507,0.0074189054,0.00081438245],"about_ca_topic_score_codex":0.15205954,"about_ca_topic_score_gemma":0.8141559,"teacher_disagreement_score":0.6620964,"about_ca_system_score_codex":0.00878005,"about_ca_system_score_gemma":0.0004970635,"threshold_uncertainty_score":0.9998586},"labels":[],"label_agreement":null},{"id":"W1476080435","doi":"","title":"Assessments in Policy-Making: Case Studies from the Arctic Council","year":2014,"lang":"en","type":"book","venue":"Lauda (University of Lapland)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"European Commission","keywords":"Arctic; Policy making; Political science; Environmental planning; Geography; Public administration; Oceanography; Geology","score_opus":0.04197018359892744,"score_gpt":0.2798408623626524,"score_spread":0.23787067876372495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1476080435","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26550752,0.00042663235,0.00009912313,0.0009546149,0.00036926602,0.0006774221,0.0005370218,0.000044160246,0.7313843],"genre_scores_gemma":[0.65380996,0.00043261488,0.00033158626,0.0006227802,0.00015477485,8.5062646e-7,0.00007705301,0.000029714909,0.3445407],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99835515,0.00013082402,0.00016769086,0.00034659242,0.0007184861,0.00028125723],"domain_scores_gemma":[0.99896485,0.00030241936,0.0002890022,0.0003528307,0.000013404476,0.000077484096],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033693705,0.0002549732,0.00045192373,0.000034380024,0.00027220018,0.000015861599,0.00047616463,0.00021252697,0.0012560261],"category_scores_gemma":[0.000036057474,0.00022845456,0.0001244836,0.00010772778,0.0005898312,0.0001868319,0.00062252075,0.00035876565,0.00025208548],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004930596,0.00089380034,0.49894768,0.00037807875,0.0021260318,0.01089023,0.049966175,0.0008835974,0.00016873181,0.0023622524,0.41499454,0.017895851],"study_design_scores_gemma":[0.0041759578,0.0005116941,0.16668877,0.0011018147,0.00073966547,0.0002371909,0.015753545,0.00032692996,0.0000038043431,0.029204715,0.7796302,0.0016257013],"about_ca_topic_score_codex":0.015328027,"about_ca_topic_score_gemma":0.043398432,"teacher_disagreement_score":0.38830245,"about_ca_system_score_codex":0.003269266,"about_ca_system_score_gemma":0.00015557057,"threshold_uncertainty_score":0.999657},"labels":[],"label_agreement":null},{"id":"W1480167348","doi":"","title":"La gouvernance des grands projets d'infrastructure publique - Analyse des grands projets réalisés au Québec","year":2006,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.018302997167502524,"score_gpt":0.30476226447196575,"score_spread":0.28645926730446325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1480167348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88746226,0.00028276414,0.000026530302,0.00040287606,0.00032426618,0.0013708386,0.00027512803,0.000048749505,0.10980657],"genre_scores_gemma":[0.978746,0.010855476,0.0032917298,0.00010430879,0.00031296918,0.00046248123,0.0001717068,0.00014721579,0.0059081363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99207264,0.0014001194,0.0012888833,0.0018911012,0.00093924126,0.002408012],"domain_scores_gemma":[0.99691767,0.00049722043,0.0005614365,0.0012081909,0.000048691843,0.00076678116],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0030443934,0.0010037789,0.0011382247,0.00035734512,0.0013298431,0.0005518099,0.001757022,0.0012843654,0.0009474307],"category_scores_gemma":[0.00037503388,0.0010119912,0.0005392753,0.0005777583,0.006746768,0.0011370566,0.0023975587,0.0031044455,0.000077113815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012528806,0.0004613589,0.67951334,0.00020447216,0.00016132127,0.000101805555,0.008041801,0.012571245,0.0006266822,0.000066716006,0.00017595783,0.29795],"study_design_scores_gemma":[0.0012557401,0.00023172768,0.97601974,0.00037607623,0.000052324704,0.000045189572,0.0015708292,0.0019124085,0.00045812555,0.0050746077,0.012024446,0.000978799],"about_ca_topic_score_codex":0.3215826,"about_ca_topic_score_gemma":0.50566286,"teacher_disagreement_score":0.2969712,"about_ca_system_score_codex":0.030428018,"about_ca_system_score_gemma":0.0025276486,"threshold_uncertainty_score":0.9999703},"labels":[],"label_agreement":null},{"id":"W1481764584","doi":"10.2139/ssrn.1660403","title":"Law and Policy Options for Strategic Environmental Assessment in Canada","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Waterloo","funders":"","keywords":"Environmental law; Environmental policy; Strategic environmental assessment; Business; Environmental impact assessment; Political science; Law and economics; Economics; Law; Environmental resource management","score_opus":0.007772773349101704,"score_gpt":0.2676387090474818,"score_spread":0.2598659356983801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1481764584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991434,0.0001775259,0.00019653564,0.0015998194,0.000044697576,0.00022808637,0.00001749398,0.0000045973493,0.0062972615],"genre_scores_gemma":[0.99715716,0.0012591634,0.00025499344,0.00093698775,0.000074744814,0.000008619148,0.000010161686,0.000010599243,0.000287556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99781626,0.000049865852,0.00022407812,0.00019207798,0.00027670493,0.0014410323],"domain_scores_gemma":[0.9996594,0.00002149319,0.00008244694,0.00008520635,8.593616e-7,0.00015056599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040010366,0.00015292269,0.00014722497,0.000029302357,0.000267654,0.00003943227,0.0001526583,0.000042616895,0.00010957348],"category_scores_gemma":[0.000002728543,0.00014444001,0.0000441949,0.000079426514,0.000077201505,0.00025702766,0.000039656872,0.0006644572,0.0000056388863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000976991,0.00093686406,0.2779674,0.0000061327637,0.00013158734,0.000030880674,0.00041735047,0.0036695313,0.021239672,0.64091873,0.00015159989,0.054432545],"study_design_scores_gemma":[0.0018289065,0.0007607333,0.389406,0.0000095374835,0.000027293936,0.00017933719,0.007962445,0.0006608629,0.000076730365,0.5977429,0.0009164266,0.0004288326],"about_ca_topic_score_codex":0.39836487,"about_ca_topic_score_gemma":0.8629513,"teacher_disagreement_score":0.46458638,"about_ca_system_score_codex":0.0110391015,"about_ca_system_score_gemma":0.0011165338,"threshold_uncertainty_score":0.9927573},"labels":[],"label_agreement":null},{"id":"W1484588656","doi":"","title":"Identification of partnerships among SME in Quebec: An overview of their activities with an environmental and chemical product perspective / Identification des partenaires stratégiques des PME au Québec et portrait de leurs activités en lien avec l'environnement et les produits chimiques","year":2011,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.09739067120030664,"score_gpt":0.3486729595297643,"score_spread":0.25128228832945765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484588656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99690884,0.0004141647,0.000008881089,0.0003063386,0.00002437719,0.0014052513,0.00017447518,0.000017853421,0.00073980005],"genre_scores_gemma":[0.9851631,0.013384286,0.0005100089,0.000011767052,0.000040741237,0.0003544619,0.00008893503,0.00007348227,0.00037323008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99432033,0.0021205298,0.0009883178,0.0013281204,0.00045815544,0.0007845674],"domain_scores_gemma":[0.99789655,0.00028180308,0.00074033247,0.00075415627,0.000020692793,0.00030643537],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0038712246,0.0005471374,0.00071881816,0.00022045501,0.0002361658,0.00013977184,0.0006024122,0.0003634821,0.00011540241],"category_scores_gemma":[0.00013692326,0.00053944974,0.0001248562,0.00010901798,0.005418332,0.0020599365,0.0005527001,0.0010241829,0.0000011853107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023540431,0.0023125054,0.726842,0.00028281967,0.0001339353,0.000005671839,0.08644146,0.00071740185,0.09512378,0.0009794808,2.3846408e-7,0.08692532],"study_design_scores_gemma":[0.00032897305,0.000432493,0.844472,0.00035991042,0.000036931062,0.000007924559,0.04903293,0.00031547694,0.10237696,0.002216342,0.000007801923,0.00041229092],"about_ca_topic_score_codex":0.20304212,"about_ca_topic_score_gemma":0.6172506,"teacher_disagreement_score":0.4142085,"about_ca_system_score_codex":0.0060641808,"about_ca_system_score_gemma":0.00062109734,"threshold_uncertainty_score":0.99970573},"labels":[],"label_agreement":null},{"id":"W1484884275","doi":"10.1111/jiec.12004","title":"Canadian Extended Producer Responsibility Programs","year":2013,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Action plan; Political science; Sociology; Management; Computer science; Economics","score_opus":0.028416207980259067,"score_gpt":0.2734366512764374,"score_spread":0.24502044329617834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484884275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892059,0.000004910289,0.000001512847,0.0036394745,0.0007391415,0.00038377356,0.0000016758177,0.0000051303537,0.00601848],"genre_scores_gemma":[0.9978571,0.0000046903956,0.00032268552,0.000416408,0.00031589437,0.000010541837,0.0000015542153,0.000009074934,0.0010620604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985601,0.00022073295,0.00042814334,0.00014890455,0.00024849788,0.00039365396],"domain_scores_gemma":[0.99906397,0.000049484195,0.00027112238,0.00014251823,0.000018630486,0.00045424767],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007204424,0.00011290811,0.00023114098,0.000060622155,0.00012027334,0.000038696297,0.0002566292,0.00022505037,0.011216317],"category_scores_gemma":[0.00027332216,0.0000891392,0.00008908785,0.00016479111,0.00018568108,0.0003968124,0.0000779594,0.0004203662,0.000570133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005824557,0.00028295987,0.90365756,7.061336e-7,0.000036148685,0.000038924558,0.0002207874,0.000026993319,0.002199834,0.000012820987,0.01827535,0.075189695],"study_design_scores_gemma":[0.0010056326,0.00096821255,0.9811924,0.0000072232688,0.000024034794,0.00007019547,0.00036052024,0.000009822453,0.00045147236,0.0021346023,0.013621379,0.00015448971],"about_ca_topic_score_codex":0.03745932,"about_ca_topic_score_gemma":0.03927113,"teacher_disagreement_score":0.07753488,"about_ca_system_score_codex":0.0014110238,"about_ca_system_score_gemma":0.00023182807,"threshold_uncertainty_score":0.98968756},"labels":[],"label_agreement":null},{"id":"W1488805600","doi":"","title":"La gouvernance des grands projets d'infrastructure publique - La gestion des risques","year":2006,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Concurrence; Art","score_opus":0.018921074563324775,"score_gpt":0.30019532691122663,"score_spread":0.2812742523479019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488805600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72586673,0.00017296012,0.000023909188,0.00026301644,0.00019560527,0.0006571311,0.00012981385,0.00003451468,0.2726563],"genre_scores_gemma":[0.9598197,0.02725112,0.004760803,0.000050185296,0.00018859864,0.00024762546,0.000096039425,0.000094695104,0.007491267],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9944345,0.0016482255,0.0007458355,0.001197409,0.0005872118,0.0013868219],"domain_scores_gemma":[0.9979601,0.00064851897,0.00029333562,0.0006705506,0.00002595185,0.00040153335],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002752908,0.00060775067,0.0006194576,0.00018377774,0.0006714175,0.0004765727,0.0009849211,0.0012786539,0.00080351025],"category_scores_gemma":[0.0003428862,0.0006457819,0.00025356546,0.0002554329,0.0053426605,0.00087295333,0.0016674357,0.002840472,0.00006182222],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057178648,0.00037125096,0.43241897,0.00014216434,0.00005374658,0.0000655069,0.0017967436,0.018811578,0.00066293,0.00036768164,0.00024983982,0.5450024],"study_design_scores_gemma":[0.00060181826,0.00013164591,0.9532098,0.00042705078,0.000016939926,0.000038529484,0.00057869725,0.0018439528,0.0003752639,0.018157491,0.024033202,0.00058556587],"about_ca_topic_score_codex":0.009171028,"about_ca_topic_score_gemma":0.008057911,"teacher_disagreement_score":0.54441684,"about_ca_system_score_codex":0.009173915,"about_ca_system_score_gemma":0.00029722307,"threshold_uncertainty_score":0.99959934},"labels":[],"label_agreement":null},{"id":"W1491380594","doi":"","title":"Nieuwe inzichten tijdens congres over waterkwaliteitbeleid","year":2010,"lang":"nl","type":"article","venue":"Socio-Environmental Systems Modeling","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poison control; Geography; Medicine; Medical emergency","score_opus":0.01294324454018984,"score_gpt":0.25309485063298254,"score_spread":0.2401516060927927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491380594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829023,0.00093139376,0.00036747698,0.0003241752,0.0049292753,0.0016000466,0.00065669406,0.00017216503,0.008116476],"genre_scores_gemma":[0.98576915,0.0007245664,0.0002520409,0.00043431934,0.0013478255,0.00013605344,0.00025446454,0.00027428824,0.010807303],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.991615,0.00046602587,0.0016504669,0.0017931547,0.0022910575,0.002184296],"domain_scores_gemma":[0.9968139,0.00011646263,0.0006315834,0.0012948386,0.0000068862973,0.0011363614],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0011932667,0.0013698717,0.0011733662,0.00012833558,0.0016559054,0.000640028,0.0012678461,0.0012333208,0.012329609],"category_scores_gemma":[0.000027311211,0.0013471685,0.00066705164,0.00022698758,0.0014428484,0.001588775,0.0014701252,0.002039978,0.011015019],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008899047,0.0011334143,0.76689285,0.00012172403,0.00043302038,0.0001029521,0.004320411,0.013801304,0.2092585,0.00016348882,0.0018102517,0.0018731288],"study_design_scores_gemma":[0.015414112,0.002468694,0.2139171,0.0011755698,0.0025656375,0.0005904178,0.2800891,0.39168456,0.0017131747,0.0037750537,0.07054079,0.01606578],"about_ca_topic_score_codex":0.004627932,"about_ca_topic_score_gemma":0.000047691865,"teacher_disagreement_score":0.5529757,"about_ca_system_score_codex":0.001974663,"about_ca_system_score_gemma":0.000050602528,"threshold_uncertainty_score":0.9999052},"labels":[],"label_agreement":null},{"id":"W1492103209","doi":"10.54648/eulr2014017","title":"How Good are PIA Reports And Where are They?","year":2014,"lang":"en","type":"article","venue":"European Business Law Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commission; Standardization; European commission; Process (computing); Data Protection Act 1998; Political science; Business; Public relations; Law; Public administration; European union; Computer science; International trade","score_opus":0.014217383051493422,"score_gpt":0.23086861708090126,"score_spread":0.21665123402940784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1492103209","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27102584,0.05018392,0.00038714247,0.023547612,0.00089561625,0.0018785673,0.000026708763,0.0003608996,0.6516937],"genre_scores_gemma":[0.9709766,0.022089034,0.00021051109,0.0037937255,0.00013534648,0.000008813465,0.000010411747,0.000054506847,0.0027210866],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985115,0.0003010289,0.0002450677,0.00039216693,0.00029768597,0.00025256205],"domain_scores_gemma":[0.9990475,0.000017391652,0.0003476535,0.00042865332,0.000008474687,0.00015033684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052793836,0.00022687377,0.00033892147,0.000006618892,0.00021021205,0.000118005846,0.00017589188,0.000028358561,0.00038508192],"category_scores_gemma":[0.00006165609,0.00017501372,0.00006185201,0.0001369996,0.00019214647,0.00039479393,0.0003492258,0.00011319184,0.00036826698],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010152109,0.000613813,0.79137814,0.0055037374,0.00008750918,0.0011171498,0.00030545192,0.000028722523,0.0021095183,0.00282924,0.03975417,0.15626237],"study_design_scores_gemma":[0.000080948776,0.000011428963,0.44430766,0.0010982243,0.000034488552,0.00004585661,0.00001376395,0.0000012063005,0.000006183362,0.00009735292,0.55411553,0.00018735565],"about_ca_topic_score_codex":0.000118657204,"about_ca_topic_score_gemma":0.00017362511,"teacher_disagreement_score":0.69995075,"about_ca_system_score_codex":0.00005637458,"about_ca_system_score_gemma":0.0000018359667,"threshold_uncertainty_score":0.7136852},"labels":[],"label_agreement":null},{"id":"W1493081770","doi":"","title":"Public Participation in Environmental Impact Assessment (EIA) of the Thailand-Malaysia Gas Separation Plant Project","year":2006,"lang":"th","type":"article","venue":"วารสารอัล-นูร บัณฑิตวิทยาลัย มหาวิทยาลัยฟาฏอนี","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public participation; Government (linguistics); Environmental impact assessment; State (computer science); Process (computing); Business; Political science; Public relations; Public administration","score_opus":0.02932756576938452,"score_gpt":0.3303343842314431,"score_spread":0.3010068184620586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493081770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811293,0.00048697295,0.00018140621,0.0011847462,0.0011727088,0.003822806,0.0015103,0.00013832266,0.010373424],"genre_scores_gemma":[0.9936006,0.0006710804,0.0003716106,0.00034414814,0.00057342503,0.00050026947,0.0013088621,0.00022407176,0.0024059003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98658323,0.0018348681,0.002844469,0.0021246034,0.0036068591,0.0030059482],"domain_scores_gemma":[0.994825,0.00040505966,0.0020628618,0.0019874042,0.000033673987,0.0006859861],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002231918,0.0018260659,0.0017506989,0.00050692406,0.0010970947,0.0005928159,0.0018964134,0.0009976251,0.004376742],"category_scores_gemma":[0.000119835124,0.0015138431,0.0010743226,0.0016784711,0.0016323035,0.0024625268,0.001423088,0.0015541007,0.0007048789],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029759938,0.005121724,0.92377603,0.00011478355,0.00034858164,0.000066650806,0.0029394093,0.0066363052,0.051649217,0.00040361233,0.0045447755,0.0041012815],"study_design_scores_gemma":[0.0039060821,0.0011668304,0.96692437,0.00026554512,0.00039928182,0.000048309917,0.001803341,0.0110452175,0.008661281,0.001024412,0.0030374269,0.0017178898],"about_ca_topic_score_codex":0.009848043,"about_ca_topic_score_gemma":0.004248889,"teacher_disagreement_score":0.04314832,"about_ca_system_score_codex":0.005906434,"about_ca_system_score_gemma":0.00051417266,"threshold_uncertainty_score":0.9994484},"labels":[],"label_agreement":null},{"id":"W1498952527","doi":"10.1111/cag.12063","title":"<scp>T</scp>oward cumulative effects assessment and management in the Athabasca watershed, Alberta, Canada","year":2013,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Watershed; Cumulative effects; Stakeholder; Stakeholder engagement; Environmental resource management; Business; Environmental planning; Political science; Accounting; Geography; Public relations; Environmental science; Ecology; Computer science","score_opus":0.005246238609929566,"score_gpt":0.20185057500564935,"score_spread":0.19660433639571978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1498952527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96144336,0.00019096896,0.0000013728426,0.0014537058,0.00026523444,0.001371667,0.00003596238,0.00001756331,0.03522016],"genre_scores_gemma":[0.99449927,0.0007648882,0.00018278036,0.002899872,0.000034872886,0.00047915892,0.00006023939,0.000038372,0.0010405335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967984,0.00020084572,0.00035927416,0.00062314526,0.00054049137,0.001477871],"domain_scores_gemma":[0.9980514,0.00041616667,0.000108263026,0.00046165823,0.0000115552,0.00095096044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024738026,0.0004913074,0.00035321573,0.0005876563,0.00070061564,0.0002108899,0.0006403895,0.00012258138,0.00020955576],"category_scores_gemma":[0.00003273364,0.0003947383,0.00012749295,0.0019169986,0.0010633235,0.0005001138,0.00018080875,0.00030365895,0.000030574323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011184275,0.00003111578,0.95364106,0.000040123774,0.00013277774,0.00016901587,0.0031407194,0.000035856516,0.000010050257,0.00083915866,0.037740614,0.004218362],"study_design_scores_gemma":[0.00036894652,0.00007789454,0.9378332,0.00002605357,0.00005005931,0.00001631832,0.01867735,0.000044087985,0.0000075897788,0.0011510702,0.041501377,0.0002460635],"about_ca_topic_score_codex":0.999227,"about_ca_topic_score_gemma":0.9999418,"teacher_disagreement_score":0.034179628,"about_ca_system_score_codex":0.0007240685,"about_ca_system_score_gemma":0.000077872646,"threshold_uncertainty_score":0.99985045},"labels":[],"label_agreement":null},{"id":"W1511570057","doi":"","title":"Kumulativa effekter och konsekvenser : behandling i miljöbedömning och miljökonsekvensbeskrivning för vägar","year":2010,"lang":"sv","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cumulative effects; Strategic environmental assessment; Environmental planning; Environmental impact assessment; Environmental resource management; Engineering; Business; Geography; Political science; Environmental science","score_opus":0.015187021612109632,"score_gpt":0.2846594922696429,"score_spread":0.26947247065753327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511570057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607337,0.00017179728,0.000400928,0.00095736823,0.0023296191,0.00077561557,0.000054826403,0.00017535927,0.03440077],"genre_scores_gemma":[0.9723322,0.00009340596,0.010735641,0.0013613254,0.0005180085,0.00003695694,0.000047041758,0.0001577513,0.014717664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994064,0.00030874184,0.001036593,0.001365966,0.0013761153,0.0018486271],"domain_scores_gemma":[0.9972609,0.00038472022,0.00039790722,0.0010170096,0.000021133174,0.0009183305],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010130645,0.0009919252,0.0008113996,0.00011446998,0.0017308634,0.0005492213,0.00090058235,0.00077622005,0.02729777],"category_scores_gemma":[0.00014535146,0.00094336463,0.0004934295,0.00049164996,0.0012806265,0.0010831627,0.0010943416,0.0018406132,0.0057550864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000945635,0.0008635424,0.5576396,0.0000615103,0.00030986164,0.0001690602,0.0055242362,0.00052333146,0.41698778,0.00022075092,0.0026636557,0.014942098],"study_design_scores_gemma":[0.003243542,0.000602185,0.9126113,0.00033283414,0.00066567835,0.00014788129,0.0021292735,0.008542988,0.038973104,0.0009774864,0.02859775,0.0031759874],"about_ca_topic_score_codex":0.002171748,"about_ca_topic_score_gemma":0.0007830887,"teacher_disagreement_score":0.37801468,"about_ca_system_score_codex":0.0004465861,"about_ca_system_score_gemma":0.000085968095,"threshold_uncertainty_score":0.99956876},"labels":[],"label_agreement":null},{"id":"W1512475345","doi":"","title":"Local Government Sustainability Trends","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Sustainability; Jurisdiction; Business; Sustainable development; Environmental planning; Function (biology); Local government; Government (linguistics); Environmental resource management; Ecosystem services; Ecosystem; Public administration; Political science; Geography; Economics; Ecology","score_opus":0.0052708688315168785,"score_gpt":0.24004974850522853,"score_spread":0.23477887967371167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1512475345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703327,0.000114440336,0.009844163,0.00082353014,0.000097813616,0.00007351852,0.000002340643,0.000023512703,0.018688023],"genre_scores_gemma":[0.9839002,0.00066593126,0.000047880014,0.00015407914,0.00007232597,0.0000048788324,0.0000014926278,0.000015742315,0.015137471],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675775,0.00008496907,0.00022018192,0.00021315021,0.00075845316,0.0019654722],"domain_scores_gemma":[0.9995485,0.000016081547,0.0000976088,0.00015721188,0.0000041204057,0.00017646515],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006626363,0.0001625568,0.00014798071,0.000014946734,0.00049234746,0.00001620886,0.00025961405,0.00006631066,0.0014074773],"category_scores_gemma":[0.000019082212,0.00013916443,0.000131932,0.00017074752,0.0003611381,0.0003237476,0.00014142641,0.00095620786,0.00016864031],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001217407,0.00088829524,0.6656402,0.0000030908711,0.00013740547,0.000081134946,0.0011139568,0.00080622494,0.0008491561,0.0063786786,0.0020370774,0.32194307],"study_design_scores_gemma":[0.0018295901,0.0012429318,0.8262846,0.000004761809,0.000053387343,0.0015958989,0.011166843,0.00018286705,0.0006598255,0.13771093,0.01855341,0.00071500073],"about_ca_topic_score_codex":0.00029547475,"about_ca_topic_score_gemma":0.0004700193,"teacher_disagreement_score":0.3212281,"about_ca_system_score_codex":0.012548244,"about_ca_system_score_gemma":0.00021986278,"threshold_uncertainty_score":0.9995054},"labels":[],"label_agreement":null},{"id":"W1516124652","doi":"10.17345/1030","title":"Retour vers le passé: Le principe de précaution et la régulation des substances toxiques au Canada","year":2010,"lang":"fr","type":"article","venue":"Revista Catalana de Dret Ambiental","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.006581072727340529,"score_gpt":0.254111383325676,"score_spread":0.24753031059833547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1516124652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98633385,0.0004043034,0.00022624386,0.0013548174,0.00043632637,0.00033051873,0.0002893825,0.000039838644,0.010584697],"genre_scores_gemma":[0.99567884,0.0004203942,0.0008263249,0.00026511736,0.00017710948,0.000020891042,0.00030568216,0.00004309759,0.0022625534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975032,0.000353671,0.00036337855,0.00044888142,0.00053414184,0.0007966794],"domain_scores_gemma":[0.99893343,0.00008946187,0.00022443532,0.00031143188,0.000010281239,0.00043096778],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008111106,0.00032230705,0.0002769367,0.000032545926,0.00055174786,0.00021279388,0.00033317588,0.0002438121,0.0004290123],"category_scores_gemma":[0.00007938058,0.00037172157,0.00012507637,0.00021416308,0.0008833747,0.0009233715,0.0001635318,0.000507636,0.00005452177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039208448,0.0003928536,0.8823941,0.00013945282,0.00005633856,0.000107425476,0.003474581,0.00016230381,0.09018058,0.014308614,0.0018582949,0.0068862657],"study_design_scores_gemma":[0.000489887,0.00007045499,0.93669224,0.00013392398,0.00005211201,0.00009173305,0.0015092411,0.00040469077,0.015005363,0.00072181184,0.04435899,0.0004695664],"about_ca_topic_score_codex":0.80574524,"about_ca_topic_score_gemma":0.84818727,"teacher_disagreement_score":0.07517522,"about_ca_system_score_codex":0.0037496698,"about_ca_system_score_gemma":0.0012845941,"threshold_uncertainty_score":0.99987346},"labels":[],"label_agreement":null},{"id":"W1519164191","doi":"10.4324/9781849770507-8","title":"Introduction to EIA Follow-up","year":2004,"lang":"en","type":"book-chapter","venue":"University of Groningen research database (University of Groningen / Centre for Information Technology)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Government (linguistics); European union; Environmental impact assessment; Action (physics); Political science; State (computer science); Process (computing); European community; Public administration; Business; Environmental protection; Environmental resource management; Geography; International trade; Computer science; Economics; Law","score_opus":0.019938433655011228,"score_gpt":0.24325014252291793,"score_spread":0.22331170886790672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519164191","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2106247,0.0004058687,0.053392068,0.030974403,0.0018695145,0.014865796,0.015600639,0.0011580973,0.6711089],"genre_scores_gemma":[0.15496843,0.0028789137,0.09368066,0.00015318213,0.0003912074,0.000002407928,0.011364491,0.00019779117,0.73636293],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976565,0.000037670103,0.00027672746,0.00048277367,0.00093788974,0.0006084168],"domain_scores_gemma":[0.99834603,0.00005434044,0.00048288048,0.00067799864,0.00017762094,0.0002611066],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00065879617,0.00030165096,0.00046426256,0.0010093168,0.00083199714,0.000019461382,0.0012121745,0.0005319537,0.005593633],"category_scores_gemma":[0.000099347584,0.0004256232,0.00022281228,0.0004243716,0.0013563937,0.0017114615,0.0017616288,0.0006262661,0.0010077446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003995913,0.0007706065,0.004018979,0.0015463791,0.0020558103,0.00011593998,0.032708924,0.0028447837,0.0067686643,0.33344233,0.45845896,0.15327272],"study_design_scores_gemma":[0.0022960727,0.000593335,0.00059397187,0.00027328174,0.00019163365,0.0000033334813,0.01299261,0.00011803969,0.0005992921,0.0029447426,0.9788274,0.0005662409],"about_ca_topic_score_codex":0.0014709408,"about_ca_topic_score_gemma":0.0011685964,"teacher_disagreement_score":0.5203685,"about_ca_system_score_codex":0.001941925,"about_ca_system_score_gemma":0.00015752578,"threshold_uncertainty_score":0.9998196},"labels":[],"label_agreement":null},{"id":"W1520347696","doi":"10.21427/d70p6c","title":"Property Value Assessment and the Irish EIA Process","year":2003,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irish; Property (philosophy); Process (computing); Value (mathematics); Real property; Computer science; Political science; Epistemology; Law","score_opus":0.01423399209612157,"score_gpt":0.24480156914731832,"score_spread":0.23056757705119674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520347696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91101426,0.00003235314,0.001256909,0.004286709,0.00008258836,0.0006738656,0.000008711441,0.00022715276,0.08241744],"genre_scores_gemma":[0.9940844,0.0001332398,0.0016655895,0.0005638337,0.000012375495,0.000007780834,0.000006813403,0.0000141715245,0.003511793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781406,0.0003475662,0.00021804732,0.0005819468,0.00052890106,0.0005094709],"domain_scores_gemma":[0.9991389,0.0001266256,0.00014077885,0.00038516047,0.000013302709,0.0001952598],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007799015,0.00028005167,0.00031349776,0.000059995273,0.00077572593,0.00010315183,0.0006793985,0.0003090561,0.0015071895],"category_scores_gemma":[0.00016115629,0.00016329858,0.000114299306,0.00064645894,0.0024335328,0.00063075294,0.000508874,0.0005972276,0.00016459712],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006602892,0.0036961525,0.5620924,0.00007494783,0.00037998936,0.00048322405,0.0021875843,0.0012191602,0.0055615595,0.380418,0.01227274,0.030953892],"study_design_scores_gemma":[0.030327994,0.0017456654,0.45730174,0.00012974095,0.00065902004,0.00027459825,0.035562508,0.015306295,0.0058360924,0.1005992,0.34797755,0.0042796023],"about_ca_topic_score_codex":0.00016797145,"about_ca_topic_score_gemma":0.000023571087,"teacher_disagreement_score":0.3357048,"about_ca_system_score_codex":0.00040091077,"about_ca_system_score_gemma":0.000036151392,"threshold_uncertainty_score":0.99940556},"labels":[],"label_agreement":null},{"id":"W1523874430","doi":"","title":"Evaluating the Effectiveness of British Columbia's Environmental Assessment for First Nations' Participation in Mining Development","year":2003,"lang":"en","type":"article","venue":"Faculty of Built Environment and Engineering","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Measure (data warehouse); Process (computing); Environmental impact assessment; Political science; Strategic environmental assessment; Environmental planning; Environmental resource management; Public administration; Geography; Economics; Computer science; Law; Data mining","score_opus":0.0240134001897683,"score_gpt":0.30383285830566525,"score_spread":0.279819458115897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523874430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970085,0.000053323565,0.002033067,0.0000074460836,0.00004204346,0.0006099078,0.000034862653,0.0000066429175,0.00020421686],"genre_scores_gemma":[0.98540217,0.000047397923,0.014143968,0.0000041499957,0.000005393389,0.00023515733,0.0000402386,0.000017019276,0.0001044974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986961,0.00008777798,0.0003726634,0.0002447461,0.000349819,0.00024888627],"domain_scores_gemma":[0.99932116,0.00037918866,0.0001234971,0.00011750694,0.0000014298168,0.000057206416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010735727,0.00012539153,0.00021738578,0.000024651403,0.00017217708,0.000023980529,0.000103321705,0.000060067232,0.00015420043],"category_scores_gemma":[0.000074079195,0.00015467218,0.00005170508,0.00008133513,0.0001218255,0.00016926338,0.000094912575,0.0000723939,0.0000021472194],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014515735,0.00031347145,0.87944174,0.00013834318,0.000043828502,7.862211e-7,0.00067118113,0.0761567,0.03721645,0.000020142317,0.000013375256,0.0059694764],"study_design_scores_gemma":[0.0008528243,0.0001416804,0.99109584,0.00009524727,0.000023931154,0.0000016762704,0.00027540117,0.004476981,0.0022854365,0.000045741945,0.0005339491,0.0001713036],"about_ca_topic_score_codex":0.0005299181,"about_ca_topic_score_gemma":0.0010784674,"teacher_disagreement_score":0.111654095,"about_ca_system_score_codex":0.00031084305,"about_ca_system_score_gemma":0.000008276032,"threshold_uncertainty_score":0.6307348},"labels":[],"label_agreement":null},{"id":"W1526364897","doi":"","title":"Integrating strategic environmental assessment and cumulative effects assessment in Canada","year":2009,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Strategic environmental assessment; Environmental impact assessment; Environmental planning; Environmental science; Environmental resource management; Political science","score_opus":0.010200046616698958,"score_gpt":0.28195034675453906,"score_spread":0.27175030013784013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526364897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9331224,0.000017272301,0.00013354751,0.0002821665,0.00007118354,0.0003719559,0.0000056341723,0.000015796499,0.065980025],"genre_scores_gemma":[0.99523103,0.00003478332,0.00351958,0.00091184984,0.000016502192,0.000017615732,0.000014515548,0.000011880652,0.00024226049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813956,0.00013157602,0.00031696717,0.00041400155,0.0005424888,0.0004554225],"domain_scores_gemma":[0.9994315,0.000095282194,0.00009589467,0.00016178453,7.409641e-7,0.00021480651],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018663808,0.00027414015,0.00026661385,0.000028257207,0.00014830744,0.000048475027,0.00015229368,0.000057538,0.0011873856],"category_scores_gemma":[0.0000032455723,0.00023760546,0.000034633835,0.0001212372,0.000095472154,0.0003432852,0.0001391832,0.0003441113,0.000016850134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050098793,0.00021736458,0.969617,0.0000040458426,0.000011464045,0.000059743765,0.00022756118,0.00038176015,0.013218491,0.0009616426,0.00008910459,0.015206825],"study_design_scores_gemma":[0.00059341826,0.00019361789,0.988094,0.000016253423,0.000009333829,0.000003620113,0.0023384301,0.0054867873,0.00028468532,0.0026592615,0.000038305545,0.00028231382],"about_ca_topic_score_codex":0.55488795,"about_ca_topic_score_gemma":0.58714694,"teacher_disagreement_score":0.06573776,"about_ca_system_score_codex":0.0043155523,"about_ca_system_score_gemma":0.00013209292,"threshold_uncertainty_score":0.99972564},"labels":[],"label_agreement":null},{"id":"W1527640955","doi":"10.1016/s1364-8152(01)00059-7","title":"Progress in integrated assessment and modelling1A Summary of a workshop on Integrated Assessment and Modelling, held at EcoSummit 2000: Integrating the Sciences, Halifax, June 18–22, 2000. See Costanza and Jorgensen (2001) for a further report on Ecosummit.1","year":2002,"lang":"en","type":"article","venue":"Environmental Modelling & Software","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":232,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University; Western University; Natural Resources Canada; University of Waterloo","funders":"","keywords":"Process (computing); Environmental impact assessment; Pessimism; Product (mathematics); Work (physics); Management science; Scale (ratio); Operations research; Environmental planning; Engineering; Computer science; Political science; Geography","score_opus":0.03821357398203234,"score_gpt":0.29093111555296297,"score_spread":0.2527175415709306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1527640955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9480381,0.0015658111,0.046510715,0.00051299005,0.00019476778,0.0019486187,0.0003580173,0.000071823604,0.0007991579],"genre_scores_gemma":[0.95170605,0.0030772265,0.040619384,0.00034697884,0.000048741633,0.0002794692,0.00019083625,0.00011763084,0.0036136664],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9951686,0.0002849084,0.0010786479,0.0014551389,0.0010148709,0.0009978095],"domain_scores_gemma":[0.99800193,0.0005128783,0.0005635285,0.00055764866,0.000011241372,0.00035275987],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001301445,0.000824217,0.00076286134,0.0001684083,0.00082070724,0.00017676249,0.00040366262,0.00032670167,0.0007950405],"category_scores_gemma":[0.00002357375,0.00063948287,0.00015332963,0.00035213248,0.0014783842,0.00047819287,0.00044796316,0.00082449225,0.000019556914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035601907,0.0020330239,0.41963542,0.00009696036,0.00018260529,0.000105050145,0.0040438883,0.5428255,0.00044780062,0.00008835097,0.002476443,0.02770893],"study_design_scores_gemma":[0.0017045734,0.0007549717,0.005561068,0.0005368323,0.00010335153,0.000043324915,0.0023671447,0.9843167,0.00021974563,0.00087303837,0.0026209606,0.0008982772],"about_ca_topic_score_codex":0.00043585582,"about_ca_topic_score_gemma":0.00036280364,"teacher_disagreement_score":0.4414912,"about_ca_system_score_codex":0.0022206323,"about_ca_system_score_gemma":0.000061620056,"threshold_uncertainty_score":0.99960566},"labels":[],"label_agreement":null},{"id":"W1535413419","doi":"","title":"LEED® en tant qu'outil de développement durable : le cas d'un projet en Montérégie","year":2012,"lang":"fr","type":"article","venue":"Archipelago (Université du Québec à Montréal)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.008050616479543127,"score_gpt":0.2103377234087068,"score_spread":0.20228710692916366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535413419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9537456,0.0060386052,0.0022709246,0.029270325,0.0005321188,0.00069438183,0.000092686605,0.00009240806,0.007262918],"genre_scores_gemma":[0.98331726,0.0048435614,0.004739245,0.00060092966,0.00030730464,0.0000223301,0.00002519562,0.000082227765,0.0060619446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99566126,0.0007368301,0.00042005282,0.0006069262,0.0007476802,0.0018272725],"domain_scores_gemma":[0.9978685,0.0002527825,0.00025401296,0.0005561005,0.000010833982,0.0010577932],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009655136,0.0006057852,0.00050500396,0.000107902255,0.0011680506,0.00007350451,0.00082713494,0.00032028972,0.0038158256],"category_scores_gemma":[0.000052564636,0.00067238574,0.0003192189,0.00034211486,0.0006240514,0.0014721421,0.001218038,0.00063335535,0.0021755842],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015859169,0.0023905672,0.45696938,0.00007062938,0.0004315858,0.00037804004,0.4008411,0.0006058856,0.013906311,0.0032224825,0.0057830093,0.115242444],"study_design_scores_gemma":[0.0018151974,0.00032003276,0.8578967,0.00007334336,0.00030629185,0.00014687948,0.07966843,0.00095398136,0.0022660773,0.0014111714,0.05418994,0.00095196476],"about_ca_topic_score_codex":0.6368699,"about_ca_topic_score_gemma":0.2506326,"teacher_disagreement_score":0.40092734,"about_ca_system_score_codex":0.006855517,"about_ca_system_score_gemma":0.00034988433,"threshold_uncertainty_score":0.99957275},"labels":[],"label_agreement":null},{"id":"W1538170489","doi":"","title":"Scaling-up valued ecosystem components for use in watershed cumulative effects assessment","year":2011,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Resources Canada; Western Economic Diversification Canada; Ministère de la Défense Nationale; Canadian Water Network; Ministry of Environment - Saskatchewan; Ministry of Environment; Transport Canada; Parks Canada","keywords":"Watershed; Environmental science; Ecosystem; Scaling; Computer science; Mathematics; Ecology; Biology; Machine learning","score_opus":0.01975910264901197,"score_gpt":0.1970976594084517,"score_spread":0.1773385567594397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1538170489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913135,0.000005765524,0.0050117257,0.00008181381,0.00016188867,0.0009948628,0.00041337314,0.00010605089,0.0019109807],"genre_scores_gemma":[0.9594951,0.000029697607,0.03143244,0.00003648831,0.000011474029,7.920298e-8,0.00017887694,0.000033702072,0.008782094],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9973927,0.00038631362,0.00028287835,0.00076697307,0.0005346193,0.0006364859],"domain_scores_gemma":[0.9982995,0.000243827,0.0005247111,0.00049935817,0.000032499498,0.0004000997],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025873372,0.00043160838,0.0008171741,0.00033550823,0.0004922116,0.000017660768,0.0011744143,0.00035130628,0.0017629421],"category_scores_gemma":[0.0000069422763,0.0006001429,0.0004577757,0.0006235595,0.0008659834,0.0034806249,0.0011040762,0.00032965967,0.000058089834],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003333833,0.0022312014,0.5028545,0.00046882976,0.00067148916,0.0005718253,0.4767859,0.000586089,0.009050155,0.00009184823,0.0006782397,0.0026760686],"study_design_scores_gemma":[0.006431381,0.0004439284,0.3709808,0.00020409348,0.0002915934,0.0000028108361,0.615779,0.001650782,0.0020194768,0.0003530624,0.001095741,0.000747345],"about_ca_topic_score_codex":0.049700122,"about_ca_topic_score_gemma":0.0118572535,"teacher_disagreement_score":0.13899308,"about_ca_system_score_codex":0.0007011959,"about_ca_system_score_gemma":0.00016935343,"threshold_uncertainty_score":0.999645},"labels":[],"label_agreement":null},{"id":"W154461505","doi":"10.14264/107178","title":"Cumulative impact management planning for sustainable tourism","year":2005,"lang":"en","type":"dissertation","venue":"The University of Queensland","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Cumulative effects; Sustainability; Sustainable tourism; Environmental planning; Impact assessment; Sustainable development; Geography; Environmental resource management; Environmental impact assessment; Business; Political science; Economics","score_opus":0.01002478119347651,"score_gpt":0.2733526713164684,"score_spread":0.2633278901229919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W154461505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82709956,0.000050859104,0.000115765884,0.000052696065,0.000036490874,0.0005648092,0.000021249753,0.000011915181,0.17204663],"genre_scores_gemma":[0.8143812,0.00006596958,0.00038167628,0.000019331519,0.000035633086,9.601442e-7,0.00018246326,0.000014561653,0.18491824],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99924576,0.000033627683,0.00009108249,0.00016866144,0.0002131178,0.00024777517],"domain_scores_gemma":[0.9995816,0.000042732554,0.00016881476,0.0001453384,0.0000073320207,0.000054182157],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014221595,0.00015171201,0.00018166711,0.000032051354,0.00035975597,0.000011968736,0.00026890283,0.00010201881,0.0009631718],"category_scores_gemma":[0.0000034394209,0.00012582573,0.00014231523,0.000071328024,0.00009931902,0.00015520862,0.00009167533,0.000113254406,0.00003689984],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007231938,0.0017278484,0.17424773,0.001548006,0.004389112,0.0009317001,0.18207191,0.09969016,0.0012892215,0.0036194841,0.4779245,0.045328394],"study_design_scores_gemma":[0.0016160163,0.00028226493,0.85832965,0.0001172867,0.00046205375,0.0000012728731,0.097239584,0.0004395505,0.00016114282,0.0027361212,0.038120545,0.0004945047],"about_ca_topic_score_codex":0.0013391308,"about_ca_topic_score_gemma":0.00021729694,"teacher_disagreement_score":0.6840819,"about_ca_system_score_codex":0.0003821686,"about_ca_system_score_gemma":0.00001035567,"threshold_uncertainty_score":0.9999501},"labels":[],"label_agreement":null},{"id":"W1545257550","doi":"10.3152/147154602781766609","title":"Catalysing more debate on environmental impact assessment","year":2002,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Environmental impact assessment; Environmental planning; Impact assessment; Political science; Environmental resource management; Environmental science; Public administration; Law","score_opus":0.02599969824558375,"score_gpt":0.38530487902509214,"score_spread":0.3593051807795084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1545257550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704072,0.00007767527,0.00016507469,0.0003441196,0.0002630206,0.00079602073,0.00012968892,0.00012676232,0.02769047],"genre_scores_gemma":[0.9968046,0.00024021092,0.001397079,0.0003153813,0.00019408761,0.00008617567,0.0001918325,0.000093229515,0.000677418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956775,0.0002590363,0.0005524756,0.0009043136,0.0012607012,0.0013460239],"domain_scores_gemma":[0.99822724,0.00025722096,0.0003016363,0.00058633415,0.0000040590116,0.000623483],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005503711,0.00082869397,0.0006259292,0.00017101997,0.00066651986,0.0003363628,0.00040657804,0.00023419443,0.0077501163],"category_scores_gemma":[0.000022961163,0.0006442944,0.00040924535,0.0003817709,0.000522061,0.0010742054,0.00044734898,0.00067726546,0.0003536187],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007307478,0.0014597375,0.94013345,0.000013081847,0.0003148355,0.000087279834,0.0025461386,0.0005005662,0.013346883,0.000038672468,0.007789281,0.033696976],"study_design_scores_gemma":[0.0017867228,0.0014768626,0.9825872,0.00003142652,0.00012905446,0.000086518296,0.00079911295,0.009583933,0.00034294373,0.0000719742,0.0021328614,0.00097136764],"about_ca_topic_score_codex":0.00094274816,"about_ca_topic_score_gemma":0.000024210845,"teacher_disagreement_score":0.042453747,"about_ca_system_score_codex":0.0020566029,"about_ca_system_score_gemma":0.0000571484,"threshold_uncertainty_score":0.9996008},"labels":[],"label_agreement":null},{"id":"W1546982972","doi":"10.4000/vertigo.15605","title":"L’évaluation environnementale stratégique dans les pays en voie de développement : le rôle des Agences multilatérales de développement","year":2015,"lang":"fr","type":"article","venue":"VertigO","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.06070814852499315,"score_gpt":0.3240929485383784,"score_spread":0.26338480001338527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1546982972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9566195,0.0020460426,0.031936616,0.003950856,0.00039680445,0.0006724611,0.00007979956,0.0000644466,0.004233494],"genre_scores_gemma":[0.9348548,0.004010824,0.057019606,0.00022208267,0.0001646681,0.000117110845,0.00006752757,0.00005739793,0.0034859972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99584705,0.00074977457,0.00060233934,0.0006364621,0.0009524324,0.001211938],"domain_scores_gemma":[0.99859077,0.000095775235,0.00021256389,0.0003541242,0.000013124093,0.00073364284],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013596268,0.00050891313,0.0003381222,0.000060716422,0.0007941393,0.0001487475,0.0005710206,0.00031819197,0.0018782335],"category_scores_gemma":[0.00008236512,0.0005411657,0.00017498969,0.00022421911,0.0012003678,0.000718629,0.00047109975,0.00032818207,0.0006615781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003861292,0.0011956816,0.8404991,0.000054049473,0.00010242396,0.00004732413,0.02559742,0.0068928464,0.08338158,0.0005291126,0.0023701747,0.039291643],"study_design_scores_gemma":[0.0015456218,0.0005652328,0.84584427,0.00014534153,0.0001457031,0.000025608335,0.036367398,0.004625957,0.093933135,0.00854396,0.0074872444,0.0007705621],"about_ca_topic_score_codex":0.0068184435,"about_ca_topic_score_gemma":0.0049674646,"teacher_disagreement_score":0.03852108,"about_ca_system_score_codex":0.00655988,"about_ca_system_score_gemma":0.0003111378,"threshold_uncertainty_score":0.99979526},"labels":[],"label_agreement":null},{"id":"W1548702195","doi":"10.1002/9780470015902.a0003253.pub2","title":"Environmental Impact Assessment","year":2011,"lang":"en","type":"other","venue":"Encyclopedia of Life Sciences","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Scope (computer science); Environmental impact assessment; Process (computing); Environmental planning; Environmental resource management; Risk analysis (engineering); Business; Impact assessment; Process management; Computer science; Environmental science; Political science","score_opus":0.014302181196714558,"score_gpt":0.2908993207859904,"score_spread":0.27659713958927584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1548702195","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020294707,0.00041074993,0.00003651772,0.000023251718,0.0004999695,0.00036981684,0.0001250142,0.00006968371,0.9781703],"genre_scores_gemma":[0.26457092,0.0071727503,0.00835178,0.00027512194,0.00054498855,0.000059025686,0.000056985104,0.0004438373,0.7185246],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9971747,0.00011960351,0.00042963054,0.0006289158,0.0010916538,0.0005554913],"domain_scores_gemma":[0.99865067,0.00004303404,0.0005699446,0.00037728695,8.389302e-7,0.0003582205],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037642423,0.00045404705,0.0005308693,0.00013451495,0.00015548176,0.000016900729,0.0008887109,0.00025731954,0.21558382],"category_scores_gemma":[0.000021020598,0.00035702946,0.00024627743,0.00026123304,0.0018468549,0.0002444579,0.00051822886,0.00023889447,0.0018446218],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047930803,0.00038011812,0.49586925,0.0000134546135,0.000067854984,0.0000050781296,0.00032224323,0.000018623716,0.00013242995,0.00003999394,0.49684733,0.006298836],"study_design_scores_gemma":[0.00038276863,0.0005103213,0.6184958,0.00004508638,0.000067996916,0.0000030747794,0.0002944447,0.00001860504,0.000030375491,0.0004203032,0.3789603,0.00077088474],"about_ca_topic_score_codex":0.0027440458,"about_ca_topic_score_gemma":0.0001284458,"teacher_disagreement_score":0.2596457,"about_ca_system_score_codex":0.00024175383,"about_ca_system_score_gemma":0.00010149042,"threshold_uncertainty_score":0.9998882},"labels":[],"label_agreement":null},{"id":"W1554671493","doi":"","title":"Assessing a Swedish Social Impact Assessment model for the construction Industry : A Case Study of the Development Project Järvalyftet","year":2012,"lang":"en","type":"book","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social impact assessment; Construction industry; Sustainability; Sustainable development; Business; Focus (optics); Social impact; Social sustainability; Environmental planning; Engineering; Political science; Construction engineering; Sociology; Geography","score_opus":0.07190903682465963,"score_gpt":0.37778066493360823,"score_spread":0.30587162810894863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554671493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9563432,0.0000686856,0.007887176,0.0012261465,0.0009530067,0.008033082,0.0016813362,0.00020077008,0.023606636],"genre_scores_gemma":[0.97400165,0.000008964961,0.013503617,0.000071843715,0.00013797515,0.0009786948,0.0007528184,0.000064232416,0.010480217],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969012,0.00008120802,0.0010018757,0.0006019608,0.00090352405,0.000510234],"domain_scores_gemma":[0.9970835,0.00006324627,0.001619836,0.0010389566,0.00009935209,0.00009513315],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009293235,0.00049807585,0.00056340685,0.0002493572,0.0010891361,0.000113522416,0.0011996104,0.0007202264,0.00016342677],"category_scores_gemma":[0.00015485456,0.00033614069,0.00021887856,0.00059179123,0.0014096361,0.0011236396,0.0016879694,0.0012297542,0.000004629323],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021132306,0.015378414,0.459329,0.0010691568,0.004926081,0.00007814406,0.013976522,0.007634106,0.0013803515,0.008679924,0.17758618,0.3097508],"study_design_scores_gemma":[0.02206598,0.0022429912,0.32332987,0.0019490821,0.010746596,0.0015131808,0.098418266,0.12696694,0.0026562347,0.0037535625,0.39656568,0.009791608],"about_ca_topic_score_codex":0.00063630415,"about_ca_topic_score_gemma":0.00050675013,"teacher_disagreement_score":0.29995918,"about_ca_system_score_codex":0.0016647737,"about_ca_system_score_gemma":0.0011369478,"threshold_uncertainty_score":0.99990904},"labels":[],"label_agreement":null},{"id":"W1558032537","doi":"","title":"Environmental Performance Auditing of Government - the Role for an Australian Commissioner for the Environment","year":2001,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Audit; Commonwealth; Government (linguistics); Baseline (sea); Public sector; Environmental audit; Accounting; Business; Environmental management system; Performance audit; Political science; Public administration; Environmental resource management; Public relations; Internal audit; Joint audit; Economics","score_opus":0.019942589820157494,"score_gpt":0.26110758563051595,"score_spread":0.24116499581035844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558032537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892862,0.000035091613,0.0021610027,0.0010781471,0.00009662394,0.001491644,0.00012684941,0.000015375495,0.0057090935],"genre_scores_gemma":[0.9900085,0.0001297657,0.001301994,0.0003485659,0.00008050111,0.0002794303,0.00001799325,0.000026322492,0.00780693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983507,0.000045204983,0.0003124693,0.00028984167,0.00058291276,0.00041889568],"domain_scores_gemma":[0.9990845,0.00019188713,0.00018173906,0.00041739387,8.2395013e-7,0.00012370117],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048696142,0.00020896854,0.00015893742,0.0000052697064,0.0007469955,0.000030069725,0.0005175524,0.00006554885,0.0026594375],"category_scores_gemma":[0.000009017986,0.000117228185,0.00014088814,0.000041026116,0.0004151063,0.00029082547,0.00022105839,0.00010214183,0.000056815534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024092812,0.0012362177,0.59405595,0.000017518541,0.00013746494,6.318626e-7,0.0020864406,0.008476466,0.12720661,0.00026658116,0.0051855603,0.26108962],"study_design_scores_gemma":[0.0011552189,0.00087996735,0.5418055,0.0000104812825,0.00012287966,0.000006460943,0.00823815,0.014010663,0.03109928,0.00057446846,0.40168598,0.0004109456],"about_ca_topic_score_codex":0.00012644882,"about_ca_topic_score_gemma":0.000028143124,"teacher_disagreement_score":0.3965004,"about_ca_system_score_codex":0.00035617818,"about_ca_system_score_gemma":0.0000033397646,"threshold_uncertainty_score":0.9982523},"labels":[],"label_agreement":null},{"id":"W1558251768","doi":"10.17269/cjph.106.4476","title":"Intégrer la prise en compte des impacts sur la santé dans les processus d’approbation des plans d’aménagement du territoire: l’élaboration d’un cadre d’étude de base sur la santé","year":2015,"lang":"fr","type":"article","venue":"Canadian Journal of Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Regional Municipality of Ottawa; Becton Dickinson (Canada); Public Health Ontario; University of Toronto","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.026592829825373483,"score_gpt":0.2903046215630774,"score_spread":0.2637117917377039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558251768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98304945,0.0024934595,0.004313582,0.005505088,0.00027756835,0.00038576813,0.00028069667,0.00001640148,0.0036779856],"genre_scores_gemma":[0.9940351,0.0019164847,0.0026084653,0.0005067648,0.0003378858,0.00001024417,0.000050141378,0.000049152666,0.00048574692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943383,0.0027159709,0.0007866308,0.00029538796,0.0006681591,0.0011955767],"domain_scores_gemma":[0.99465793,0.0003240762,0.00065906206,0.0001887806,0.00010506577,0.004065056],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006604238,0.000343726,0.00042329778,0.00019965995,0.00069376326,0.00073207304,0.00048926676,0.000298592,0.0005055927],"category_scores_gemma":[0.001179175,0.0003562104,0.000104705636,0.0004690643,0.0009853187,0.002274893,0.0000766549,0.0006605014,0.000022938855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000016600989,0.0004502826,0.65179026,0.00018990129,0.000100421734,0.00043790953,0.06693604,0.0010495485,0.0001977307,0.0001453767,0.007624261,0.2710617],"study_design_scores_gemma":[0.0013619206,0.00047760436,0.9190359,0.0003538907,0.00005370139,0.00056346337,0.015603301,0.000782948,0.000057859488,0.0006309229,0.06072625,0.00035224415],"about_ca_topic_score_codex":0.1819142,"about_ca_topic_score_gemma":0.47588113,"teacher_disagreement_score":0.29396692,"about_ca_system_score_codex":0.008614442,"about_ca_system_score_gemma":0.0059143268,"threshold_uncertainty_score":0.999889},"labels":[],"label_agreement":null},{"id":"W1559767679","doi":"","title":"Environmental Management Systems User Guide for Tranmsportation Practitioners","year":2008,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Control (management); Set (abstract data type); Computer science; Process management; Best practice; Engineering management; Operations research; Engineering; Management","score_opus":0.014572897013954582,"score_gpt":0.26327992587523946,"score_spread":0.24870702886128487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1559767679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8971031,0.00002591323,0.009898978,0.0001723664,0.0002950313,0.0012151591,0.00003851287,0.00007846065,0.0911725],"genre_scores_gemma":[0.9480737,0.0001359398,0.0062532616,0.00032414345,0.000043165048,0.00018363963,0.00008487658,0.000021448493,0.04487983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998834,0.000023060635,0.00024396535,0.00027088274,0.00036440318,0.0002636817],"domain_scores_gemma":[0.99962646,0.00002155185,0.00008604063,0.00015184682,8.909366e-7,0.00011318895],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000118472875,0.00014425172,0.00011753913,0.00002118039,0.00030852784,0.000018270282,0.00011830682,0.000054099182,0.0018808426],"category_scores_gemma":[0.000002141896,0.00013403886,0.00007848009,0.000057787784,0.00013631636,0.00045251378,0.00004517669,0.000047345486,0.00063219137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016740065,0.0020977424,0.62873834,0.00007123438,0.00034051936,0.00014016582,0.0027643344,0.010563588,0.03474718,0.0036890027,0.30459556,0.012084948],"study_design_scores_gemma":[0.001250493,0.00013287253,0.73293406,0.000006761381,0.000053524793,0.00002992149,0.002553755,0.00040941127,0.000854184,0.00013289857,0.26123446,0.0004076866],"about_ca_topic_score_codex":0.00019697592,"about_ca_topic_score_gemma":0.000016230157,"teacher_disagreement_score":0.10419571,"about_ca_system_score_codex":0.00037543464,"about_ca_system_score_gemma":0.0000027926965,"threshold_uncertainty_score":0.99903154},"labels":[],"label_agreement":null},{"id":"W1559810731","doi":"10.31542/j.ecj.121","title":"Christopher Benjamin's Eco-Innovators: Sustainability in Atlantic Canada: stories to change minds and move hearts","year":2013,"lang":"en","type":"article","venue":"Earth Common Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Sustainability; Action (physics); Narrative; Work (physics); Environmental ethics; Sociology; Political science; Management; Public relations; Engineering; Art; Economics; Ecology","score_opus":0.009069580114170873,"score_gpt":0.24130176773060905,"score_spread":0.23223218761643818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1559810731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941202,0.00006033733,0.0000054536276,0.004352865,0.00019293699,0.00033550026,0.0000031023965,0.00000559793,0.00092402357],"genre_scores_gemma":[0.9981903,0.000015730027,0.00014128821,0.0010748735,0.00010424452,0.00001878704,0.0000018737044,0.000011271652,0.00044165293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867785,0.00010266466,0.00025057702,0.00018135263,0.00036476876,0.00042279964],"domain_scores_gemma":[0.9994084,0.000030653217,0.00007483843,0.00013945818,0.000010795811,0.00033584368],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002647344,0.00015155795,0.00020286818,0.000035567202,0.00021213152,0.00009168686,0.00013781979,0.000052349453,0.0017151594],"category_scores_gemma":[0.000033983746,0.00013624186,0.000025526346,0.00019035448,0.00010808387,0.00045754097,0.00018320966,0.00029120568,0.000042814296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006713852,0.000053479383,0.98181975,0.0000045758284,0.0000047330404,0.000040865776,0.0015730414,0.000017529823,0.00008596728,0.0000067168667,0.004148672,0.012237945],"study_design_scores_gemma":[0.00023324444,0.000094139,0.9819909,0.000012595633,0.0000027995861,0.00002641989,0.001346715,0.000026384614,0.000049819067,0.0003781766,0.0156822,0.00015663754],"about_ca_topic_score_codex":0.4792293,"about_ca_topic_score_gemma":0.47774863,"teacher_disagreement_score":0.012081307,"about_ca_system_score_codex":0.0007555521,"about_ca_system_score_gemma":0.000055714674,"threshold_uncertainty_score":0.9991974},"labels":[],"label_agreement":null},{"id":"W1560315623","doi":"","title":"Mediation in Environmental Assessments in Canada: Unfulfilled Promise?","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Dalhousie University","funders":"","keywords":"Mediation; Context (archaeology); Alternative dispute resolution; Process (computing); Party-directed mediation; Political science; Interim; Public relations; Conciliation; Psychology; Public administration; Social psychology; Law; Computer science; Geography","score_opus":0.0035692060970728507,"score_gpt":0.22911394085712294,"score_spread":0.2255447347600501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560315623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968049,0.000037124457,0.000032564865,0.0002573069,0.0002873321,0.00022957455,0.0000042495126,0.0000052455657,0.0023417238],"genre_scores_gemma":[0.99876213,0.00042745157,0.00009472987,0.00012837548,0.00006601279,0.000017095212,0.000011469907,0.000020507112,0.00047223602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968527,0.00010140153,0.00038376905,0.00025594918,0.0006137348,0.0017924516],"domain_scores_gemma":[0.9995248,0.00003204726,0.00015251979,0.00013821616,0.0000010259963,0.00015142409],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009744033,0.0001892176,0.00019632613,0.00006243985,0.00011092946,0.000024675097,0.00031241213,0.00008890964,0.0012968783],"category_scores_gemma":[0.000022105129,0.00018044811,0.000045247565,0.00017352759,0.00007039018,0.0004312827,0.00010690914,0.0021691287,0.00007776107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002318135,0.00017501769,0.96934664,7.493425e-7,0.000012548459,0.000017743809,0.00011965216,0.00014736902,0.01402003,0.0002004018,0.000031737123,0.015904903],"study_design_scores_gemma":[0.0014378426,0.000088602384,0.98482925,0.0000044890044,0.0000061880696,0.000054985183,0.0018043211,0.000372496,0.00026155703,0.010519554,0.0003763477,0.00024438484],"about_ca_topic_score_codex":0.392101,"about_ca_topic_score_gemma":0.98298204,"teacher_disagreement_score":0.59088105,"about_ca_system_score_codex":0.012255925,"about_ca_system_score_gemma":0.0014688348,"threshold_uncertainty_score":0.9996161},"labels":[],"label_agreement":null},{"id":"W1560990345","doi":"","title":"Making Environmental Sustainability for Transportation Infrastructure a Reality: The Environmental Enhancement Fund in British Columbia","year":2007,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Sustainability; Government (linguistics); Business; Public administration; Environmental stewardship; Christian ministry; Finance; Environmental planning; Environmental resource management; Political science; Politics; Economics; Geography","score_opus":0.012921532843820612,"score_gpt":0.24869323170814267,"score_spread":0.23577169886432206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560990345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920342,0.00005451514,0.0008655097,0.00027001064,0.00009110023,0.0014536649,0.003775108,0.0000594807,0.001396428],"genre_scores_gemma":[0.9959994,0.000027821881,0.0004277729,0.0007064006,0.00008103536,0.00010688331,0.0015397462,0.000067842084,0.0010430793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969858,0.000085085965,0.0007177833,0.000679849,0.0006556632,0.00087582663],"domain_scores_gemma":[0.9990325,0.00015814013,0.00021466862,0.00035040276,0.000001566835,0.00024270044],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056232495,0.00029753093,0.00028921393,0.00003222508,0.0004676157,0.0009845048,0.00049537123,0.00020866221,0.0038819185],"category_scores_gemma":[0.000040765583,0.0003587383,0.0002098526,0.00022986608,0.0005213066,0.0024856683,0.00020836944,0.0004464755,0.00015992897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000842548,0.00043712213,0.9507311,0.000021592492,0.000020635833,0.000034362463,0.00020557162,0.00005561754,0.00065927615,0.000009153244,0.0010767174,0.04666457],"study_design_scores_gemma":[0.00078423537,0.00012622598,0.91819185,0.00002343098,0.00002044308,0.0000073890933,0.0011344149,0.000038084672,0.00032429147,0.00717224,0.07177133,0.00040604363],"about_ca_topic_score_codex":0.00035316453,"about_ca_topic_score_gemma":0.00317706,"teacher_disagreement_score":0.07069462,"about_ca_system_score_codex":0.0011056754,"about_ca_system_score_gemma":0.000027068005,"threshold_uncertainty_score":0.99988645},"labels":[],"label_agreement":null},{"id":"W1562453152","doi":"10.1111/j.1539-6924.2007.00992.x","title":"Engaging Expert Peers in the Development of Risk Assessments","year":2007,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Canada; University of Ottawa","funders":"Health Canada","keywords":"Technical peer review; Peer review; Government (linguistics); Transparency (behavior); Inclusion (mineral); Public relations; Work (physics); Process (computing); Risk assessment; Quality (philosophy); Political science; Psychology; Medical education; Environmental health; Medicine; Engineering; Computer science; Computer security; Social psychology","score_opus":0.015154170401082743,"score_gpt":0.3234020606554007,"score_spread":0.308247890254318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1562453152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98316693,0.00003017535,0.010519999,0.000016557202,0.00002660414,0.00008892906,0.0000058180253,0.000007680317,0.006137291],"genre_scores_gemma":[0.99117154,0.000090950416,0.008574846,0.000062304345,0.000013695927,0.000006360575,0.000012446317,0.0000067280057,0.000061134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822,0.00021890842,0.00039900522,0.0002227068,0.00064142485,0.00029793804],"domain_scores_gemma":[0.9992662,0.00019209429,0.00023124866,0.00023992403,0.000002734469,0.00006777627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002389144,0.0001297606,0.00021384963,0.00011981169,0.000252708,0.000018729776,0.00031069195,0.00004896695,0.00068662607],"category_scores_gemma":[0.000040790037,0.000093517985,0.00015278583,0.0010828039,0.00010233278,0.00014275726,0.000114390976,0.00020932157,0.00006349986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062863824,0.0001554733,0.9440568,6.28706e-7,0.00016751744,0.0000025123486,0.012617168,0.00095061737,0.00039595552,0.000002846777,0.000029349254,0.041614857],"study_design_scores_gemma":[0.00017074932,0.000008759975,0.98521084,0.0000023047594,0.0001920926,1.3151046e-7,0.012314805,0.0004671966,0.00096266053,0.00007799646,0.00047846482,0.000113997005],"about_ca_topic_score_codex":0.0030037584,"about_ca_topic_score_gemma":0.004687917,"teacher_disagreement_score":0.04150086,"about_ca_system_score_codex":0.00030564383,"about_ca_system_score_gemma":0.000008112271,"threshold_uncertainty_score":0.7518074},"labels":[],"label_agreement":null},{"id":"W1563519740","doi":"","title":"Re-conceiving Impact and Benefit Agreements as instruments of Aboriginal community development in northern Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Oil, Gas & Energy Law Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Political science; Environmental resource management; Geography; Environmental protection; Environmental science","score_opus":0.011862511846119403,"score_gpt":0.23608394049641515,"score_spread":0.22422142865029576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563519740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94592875,0.00002125773,0.000003142172,0.000014494588,0.00010754343,0.000025313499,0.0000033141569,0.0000033112308,0.053892862],"genre_scores_gemma":[0.9986078,0.00006243391,0.00057430135,0.00016731427,0.0000147416895,0.0000040727355,0.000007311842,0.000015299478,0.00054670894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833995,0.000097217155,0.00042999838,0.00015428408,0.0005450017,0.00043352682],"domain_scores_gemma":[0.99923545,0.000019690511,0.000265517,0.0001634094,0.000008920545,0.00030699914],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030038436,0.00022353798,0.00025236866,0.00003213589,0.00049607083,0.00003241815,0.00032376914,0.000064794855,0.001859448],"category_scores_gemma":[0.0000038578555,0.00019853139,0.00004679019,0.00009429692,0.0001747253,0.0003965936,0.00018441612,0.0003985326,0.000005649474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004316716,0.0002130576,0.97060907,0.000003124839,0.00005968097,0.00003542129,0.0047317944,0.000102851525,0.00037980132,0.00007712908,0.00001956068,0.02372537],"study_design_scores_gemma":[0.0007593792,0.00016431887,0.99124366,0.00006907551,0.000014731691,0.000037543687,0.0011365644,0.0000043910454,0.0024798522,0.0009141408,0.0029456092,0.00023072836],"about_ca_topic_score_codex":0.99261993,"about_ca_topic_score_gemma":0.9997623,"teacher_disagreement_score":0.053346153,"about_ca_system_score_codex":0.0026376282,"about_ca_system_score_gemma":0.00020876461,"threshold_uncertainty_score":0.999053},"labels":[],"label_agreement":null},{"id":"W1566860087","doi":"","title":"Environmental policies : an international review","year":2013,"lang":"en","type":"book","venue":"Routledge eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental policy; Index (typography); Political science; Environmental studies; Perspective (graphical); Environmental Sustainability Index; Environmental ethics; Environmental planning; Geography; Sustainability; Law; Ecology","score_opus":0.016440672945551734,"score_gpt":0.27610672824363236,"score_spread":0.2596660552980806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1566860087","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043386207,0.000479367,0.000008904171,0.00011300605,0.0005287959,0.0007388931,0.0001414168,0.00007600499,0.993575],"genre_scores_gemma":[0.011046222,0.0016814182,0.00014754046,0.0028474652,0.00058329955,0.000095076255,0.00041972127,0.00010442491,0.98307484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768627,0.00007617921,0.00044622552,0.0005762961,0.00077736686,0.00043767618],"domain_scores_gemma":[0.9987719,0.000022811742,0.00027636244,0.0005959137,0.000002425925,0.00033056393],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015447952,0.0005049472,0.00046281435,0.000041122643,0.0001727944,0.00007864067,0.00084987056,0.00029586782,0.035502423],"category_scores_gemma":[0.00000774335,0.00047438702,0.00023455861,0.0000152342345,0.00044289147,0.00037431467,0.00071700936,0.00043375173,0.013747004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019808831,0.0006021296,0.011822516,0.00031678047,0.0004039601,0.00007786743,0.0020814636,0.000006976883,0.002607431,0.001753471,0.7364486,0.24385898],"study_design_scores_gemma":[0.00028379651,0.00012801842,0.015530906,0.00044228972,0.00012824383,0.000018771536,0.000048432248,0.00001589608,0.00006463204,0.0026279779,0.97988874,0.00082228304],"about_ca_topic_score_codex":0.00011713961,"about_ca_topic_score_gemma":0.00002773809,"teacher_disagreement_score":0.24344014,"about_ca_system_score_codex":0.0016054049,"about_ca_system_score_gemma":0.0000342287,"threshold_uncertainty_score":0.99977076},"labels":[],"label_agreement":null},{"id":"W1576292665","doi":"","title":"La gouvernance des grands projets d'infrastructure publique - Benchmarking des cadres de gouvernance","year":2006,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.015265573518161477,"score_gpt":0.29444026638064447,"score_spread":0.279174692862483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1576292665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89009136,0.0004299596,0.000054829492,0.00014364424,0.00038536897,0.0008396721,0.00020906048,0.00003442523,0.10781168],"genre_scores_gemma":[0.95412207,0.03091731,0.008787918,0.00009336927,0.00036301615,0.0002768277,0.00008271742,0.0001157357,0.0052410406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99345344,0.0011775057,0.00090886763,0.0014688208,0.0007174477,0.0022739158],"domain_scores_gemma":[0.9975648,0.0005612026,0.00047679275,0.00083278073,0.000028805369,0.0005356355],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0028294285,0.0007525385,0.00076644146,0.00017567174,0.0010027315,0.00049470965,0.0015349857,0.0011197665,0.00081916066],"category_scores_gemma":[0.00030513297,0.00082102057,0.00032233016,0.0003335022,0.0053814533,0.0008918223,0.0023215571,0.0030568403,0.000042411808],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054359756,0.0002799957,0.6261257,0.00016245231,0.00006203816,0.00010558638,0.0027153348,0.027031757,0.000944279,0.00019534792,0.0002450443,0.34207815],"study_design_scores_gemma":[0.0006946454,0.00013963133,0.9628857,0.00062182156,0.000018101986,0.00004876211,0.00065955205,0.002885679,0.00044368973,0.012198922,0.018650757,0.0007527753],"about_ca_topic_score_codex":0.016984278,"about_ca_topic_score_gemma":0.020107538,"teacher_disagreement_score":0.34132537,"about_ca_system_score_codex":0.015806673,"about_ca_system_score_gemma":0.00061823725,"threshold_uncertainty_score":0.99942404},"labels":[],"label_agreement":null},{"id":"W1577771355","doi":"10.18584/iipj.2013.4.3.1","title":"The Canadian Environmental Assessment Act, 2012 and Associated Policy: Implications for Aboriginal Peoples","year":2013,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Indigenous; Resource (disambiguation); Reputation; Political science; Affect (linguistics); Economic growth; Business; Public relations; Public economics; Economics; Sociology; Law","score_opus":0.009890209704818895,"score_gpt":0.3294525224440753,"score_spread":0.3195623127392564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577771355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9566182,0.00006408999,0.00011716953,0.026031291,0.000275991,0.00065740896,0.00032629323,0.000017491617,0.015892083],"genre_scores_gemma":[0.9933405,0.00057235366,0.00040651078,0.0013958826,0.0006154725,0.00011671368,0.000060734965,0.000026529806,0.0034653142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983037,0.00006769994,0.00032865402,0.00019987291,0.00040343354,0.0006966011],"domain_scores_gemma":[0.9988475,0.00019953413,0.00024134906,0.00013898117,0.000018001934,0.00055466493],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00034572664,0.00019666119,0.00013045594,0.00013357784,0.0027003991,0.00063346187,0.00052593206,0.000102914586,0.0007322778],"category_scores_gemma":[0.000077653436,0.00015441401,0.00010074146,0.000113753114,0.00031143377,0.00068537,0.00009448686,0.00029181197,0.00014670829],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007600008,0.00021482406,0.9598873,0.0000013058162,0.00019521531,0.0000025751265,0.0026249012,0.00006722376,0.0026144225,0.005064718,0.008063609,0.0212563],"study_design_scores_gemma":[0.00035375546,0.00007541435,0.9403721,0.000003775545,0.000014146963,0.000098571334,0.00028430813,0.000048637183,0.000023877094,0.013123969,0.0454333,0.00016811273],"about_ca_topic_score_codex":0.15032126,"about_ca_topic_score_gemma":0.15461813,"teacher_disagreement_score":0.037369695,"about_ca_system_score_codex":0.005112118,"about_ca_system_score_gemma":0.000685261,"threshold_uncertainty_score":0.99870706},"labels":[],"label_agreement":null},{"id":"W1577859823","doi":"10.1080/14634988.2012.729780","title":"Communicating research findings and monitoring data in support of management: A case study of the Bay of Quinte Remedial Action Plan","year":2012,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; Queen's University","funders":"","keywords":"Stakeholder; Action plan; Remedial education; Agency (philosophy); Bay; Stakeholder engagement; Plan (archaeology); Monitoring and evaluation; Environmental resource management; Environmental planning; Business; Public relations; Political science; Engineering; Sociology; Environmental science; Geography; Management","score_opus":0.1885644572296005,"score_gpt":0.43145215770386014,"score_spread":0.24288770047425964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577859823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969285,0.00003200091,0.000010721651,0.000116708616,0.00014520527,0.0015831466,0.000009522306,0.00000424179,0.0011699301],"genre_scores_gemma":[0.9992585,0.00017061642,0.0004200795,0.000015473235,0.00001544661,0.00004488646,0.000004943822,0.000011173204,0.000058879818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99727386,0.0006701287,0.0007334766,0.00021990253,0.00072956615,0.0003730587],"domain_scores_gemma":[0.9984734,0.0001498336,0.00036575837,0.00091502036,0.0000034223647,0.00009257775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049923556,0.00010844578,0.00027550172,0.00009937866,0.00019151282,0.000009028017,0.0005771079,0.00002962988,0.000029058961],"category_scores_gemma":[0.000021091728,0.000089681875,0.000020620613,0.00035485512,0.00009074471,0.00027874418,0.0021203768,0.00016823917,0.000006222753],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013546016,0.0006873391,0.9799458,0.00066249905,0.00006122356,0.000010958966,0.012335164,0.000017502098,0.00005069158,0.000032598433,0.00008276498,0.006099961],"study_design_scores_gemma":[0.0009883257,0.00028642997,0.8774831,0.00033884056,0.000053100888,0.000014415719,0.12006065,0.0003575015,0.00008566236,0.000033181354,0.00019957808,0.00009915439],"about_ca_topic_score_codex":0.007077639,"about_ca_topic_score_gemma":0.010992582,"teacher_disagreement_score":0.10772549,"about_ca_system_score_codex":0.00037670502,"about_ca_system_score_gemma":0.000006984202,"threshold_uncertainty_score":0.9995343},"labels":[],"label_agreement":null},{"id":"W1577864190","doi":"","title":"LA EVALUACIÓN DE LA SUSTENTABILIDAD EN PLANES URBANOS. UN RETO DE CONSTRUCCIÓN METODOLÓGICA: MONTREAL COMO CASO DE ESTUDIO","year":2014,"lang":"es","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Urban sustainability; Plan (archaeology); Inclusion (mineral); Humanities; Sustainable development; Sociology; Political science; Geography; Art; Social science","score_opus":0.07674273717022233,"score_gpt":0.5067683502598954,"score_spread":0.4300256130896731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577864190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9698822,0.0038533036,0.0001937266,0.00018776573,0.00029109805,0.00067436916,0.00016652448,0.000044374156,0.024706634],"genre_scores_gemma":[0.98338544,0.014572954,0.0007988835,0.0004583185,0.00024533464,0.000053318858,0.000018340024,0.000100761084,0.00036667133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99051815,0.005053454,0.0010793881,0.00077523955,0.0013653261,0.0012084427],"domain_scores_gemma":[0.9948409,0.0024370023,0.0010349498,0.0006533036,0.00003598291,0.0009978656],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0063073346,0.00074152276,0.0013195977,0.00022043883,0.00073229417,0.0017734428,0.0031989876,0.0005658066,0.012650237],"category_scores_gemma":[0.0006951711,0.00069776876,0.00040333348,0.000581695,0.0017989306,0.0017722653,0.002126066,0.0011220126,0.00009144034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020348525,0.0007666348,0.9154852,0.00009803146,0.0004112085,0.0001951588,0.0017205657,0.0006787667,0.049221084,0.00011646037,0.0046299286,0.026473466],"study_design_scores_gemma":[0.0013964855,0.000059189882,0.9731974,0.00036967144,0.00047139858,0.00024856097,0.0011170951,0.00031659266,0.012699237,0.0056639607,0.0037136928,0.0007467002],"about_ca_topic_score_codex":0.013806319,"about_ca_topic_score_gemma":0.0002948964,"teacher_disagreement_score":0.057712205,"about_ca_system_score_codex":0.0017686907,"about_ca_system_score_gemma":0.00023306017,"threshold_uncertainty_score":0.99954736},"labels":[],"label_agreement":null},{"id":"W1579512560","doi":"","title":"Strategic environmental assessment and land use planning: An international evaluation","year":2005,"lang":"en","type":"book","venue":"UWE Research Repository (UWE Bristol)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":143,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Strategic environmental assessment; Environmental planning; Context (archaeology); Land-use planning; Environmental resource management; Geography; Environmental impact assessment; Land use; Political science; Strategic planning; Environmental protection; Business; Engineering; Civil engineering; Environmental science; Archaeology","score_opus":0.1298038178373807,"score_gpt":0.42148048995978815,"score_spread":0.29167667212240744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1579512560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54787827,0.0002910375,0.000007981399,0.00006494788,0.0003517777,0.00088022667,0.000089353234,0.000043374952,0.45039305],"genre_scores_gemma":[0.7420566,0.00042257181,0.00040184357,0.00005808474,0.0007510318,0.00010367193,0.0007677223,0.00008997938,0.2553485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931063,0.00077914295,0.0005404868,0.0011108324,0.0037693572,0.0006938621],"domain_scores_gemma":[0.9982752,0.00018200345,0.00028965072,0.0006570375,0.000023450159,0.0005726658],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017065946,0.0004741359,0.0003933785,0.00019007364,0.00077700417,0.00063979236,0.0006731051,0.00048245053,0.0017452247],"category_scores_gemma":[0.000022260436,0.0004858859,0.00011993467,0.00008112596,0.0010030336,0.0014249054,0.0007017893,0.0012601513,0.00024398683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003439881,0.0027344634,0.8765624,0.00009644446,0.00073824445,0.0010470363,0.0027205066,0.0023553774,0.021426594,0.0006823522,0.033104178,0.058188405],"study_design_scores_gemma":[0.0015647626,0.0008407761,0.8455818,0.00018999814,0.0001748776,0.00018504524,0.0007046399,0.0068800035,0.00016314904,0.0023993033,0.14009458,0.001221008],"about_ca_topic_score_codex":0.0010663202,"about_ca_topic_score_gemma":0.000119570286,"teacher_disagreement_score":0.19504455,"about_ca_system_score_codex":0.008102308,"about_ca_system_score_gemma":0.00033051864,"threshold_uncertainty_score":0.99975926},"labels":[],"label_agreement":null},{"id":"W1580386586","doi":"","title":"Assessment of the capacity for watershed cumulative effects assessment and management in the South Saskatchewan Watershed, Canada","year":2013,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Watershed; Environmental science; Watershed management; Geography; Water resource management; Hydrology (agriculture); Geology; Computer science","score_opus":0.007456804624855659,"score_gpt":0.1819305781952268,"score_spread":0.17447377357037114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1580386586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99319816,0.0000067246838,0.0010855176,0.0013248567,0.000085134096,0.0017428757,0.00024895434,0.000026979886,0.0022807885],"genre_scores_gemma":[0.97849345,0.00003290788,0.016564464,0.0001451198,0.000010101958,3.8588806e-7,0.000056078497,0.00002050579,0.0046769767],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99730515,0.00045673733,0.00027684186,0.00060575746,0.0007956195,0.00055989414],"domain_scores_gemma":[0.99836034,0.00023922279,0.00052467873,0.0006154364,0.000033171436,0.00022715014],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003081683,0.0003963542,0.0006373279,0.00014725029,0.0006286733,0.00002378839,0.0015266616,0.00020032674,0.00064078113],"category_scores_gemma":[0.0000030897327,0.00037769222,0.00030711628,0.0006078304,0.0014358526,0.0014010336,0.0012966964,0.00037220633,0.0000046051887],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032907573,0.0010501673,0.5564177,0.0007911361,0.00082535844,0.00013224698,0.42811596,0.0011865592,0.005373496,0.00015575383,0.0020208822,0.003601684],"study_design_scores_gemma":[0.0018305186,0.00013591292,0.4604976,0.00006320431,0.00018397416,0.0000013565365,0.53541636,0.0002777919,0.00034417852,0.00024477293,0.00073227694,0.00027206852],"about_ca_topic_score_codex":0.5885529,"about_ca_topic_score_gemma":0.34080932,"teacher_disagreement_score":0.24774358,"about_ca_system_score_codex":0.0007369818,"about_ca_system_score_gemma":0.000395831,"threshold_uncertainty_score":0.9998675},"labels":[],"label_agreement":null},{"id":"W1583951239","doi":"","title":"Look to Europe? Examining the Relevance and Applicability of the European Experiences with the Use of Waste to Energy as a Treatment Method for Residual Waste for the Province of Ontario","year":2006,"lang":"en","type":"article","venue":"Lund University Publications Student Papers (Lund University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Waste-to-energy; Economic shortage; Resource (disambiguation); Relevance (law); Dependency (UML); Municipal solid waste; European union; Business; Waste management; Environmental planning; Engineering; Operations management; Environmental science; Government (linguistics); Political science","score_opus":0.01865577134205913,"score_gpt":0.2312572230463799,"score_spread":0.2126014517043208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1583951239","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7453112,0.0000068244035,0.007941768,0.002065033,0.00002423823,0.0017951212,0.00006297481,0.0000107053365,0.24278215],"genre_scores_gemma":[0.31571195,0.000022806655,0.0048787743,0.00021170854,0.000027309981,0.000018493714,0.000008119013,0.000017965287,0.6791029],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891466,0.00022176109,0.00012852345,0.0002961943,0.00026252097,0.00017633785],"domain_scores_gemma":[0.9987663,0.0004884779,0.00019472852,0.00045059196,0.00003716864,0.00006272124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024334223,0.00013119879,0.0001432835,0.0000394362,0.0007329158,0.00003315486,0.00073747913,0.000023182047,0.000016060125],"category_scores_gemma":[0.000020766625,0.000072341245,0.00006614773,0.00046427912,0.00054316834,0.00019487865,0.00050093106,0.000050513612,3.898943e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022206814,0.0038937451,0.1337136,0.00007517133,0.0013395704,0.000008722587,0.19701234,0.08931214,0.03397275,0.51124275,0.006147617,0.021060945],"study_design_scores_gemma":[0.000524003,0.00042576934,0.038585044,0.000009682392,0.00017181801,6.633079e-7,0.059395943,0.000028981836,0.0008366194,0.000008127125,0.8999051,0.00010828071],"about_ca_topic_score_codex":0.008700226,"about_ca_topic_score_gemma":0.04411658,"teacher_disagreement_score":0.89375746,"about_ca_system_score_codex":0.00047176465,"about_ca_system_score_gemma":0.0000853762,"threshold_uncertainty_score":0.9979009},"labels":[],"label_agreement":null},{"id":"W1584481502","doi":"10.1002/pa.1497","title":"A pluralistic perspective on the intractability of the International Joint Commission's Lake Ontario-St. Lawrence River study","year":2013,"lang":"en","type":"article","venue":"Journal of Public Affairs","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Canada; Australian Government","keywords":"Commission; Ambiguity; Pluralism (philosophy); Documentation; Corporate governance; Power (physics); Joint (building); Perspective (graphical); Public administration; Sociology; Political science; Public relations; Law; Management; Economics; Engineering; Epistemology","score_opus":0.027503641521945215,"score_gpt":0.26469020822779415,"score_spread":0.23718656670584895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584481502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9579838,0.0000020415894,0.000027402488,0.0118503645,0.00024911552,0.00029453615,0.00000771327,0.0000032395092,0.029581776],"genre_scores_gemma":[0.99892867,0.0000016509355,0.0000748587,0.00016244777,0.000044670156,0.0000069810717,4.3501157e-7,0.000005437424,0.00077483064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982401,0.00023096707,0.0003419296,0.00012387855,0.0009019573,0.00016114063],"domain_scores_gemma":[0.99899906,0.00013412877,0.00045529753,0.00022632738,0.000048997063,0.0001361918],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008118544,0.000114729984,0.00016316786,0.000024864505,0.00017919515,0.00007142133,0.00071696896,0.00003840591,0.01604358],"category_scores_gemma":[0.0003890784,0.00005613492,0.0001421687,0.00011930195,0.00047727948,0.00047400943,0.00034206756,0.00042607615,0.000042763746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021963962,0.0019065005,0.9661598,0.0000013626759,0.00013712658,0.000006697368,0.017873332,0.00014695199,0.0012031238,0.0010798892,0.010740624,0.0007226206],"study_design_scores_gemma":[0.00032155265,0.00022766028,0.96483904,0.000011321644,0.000018175902,0.00000931165,0.029130816,0.00003157266,0.00008160774,0.0032947848,0.0019668795,0.00006725952],"about_ca_topic_score_codex":0.00787136,"about_ca_topic_score_gemma":0.018264115,"teacher_disagreement_score":0.040944878,"about_ca_system_score_codex":0.0013326578,"about_ca_system_score_gemma":0.000071802926,"threshold_uncertainty_score":0.99965},"labels":[],"label_agreement":null},{"id":"W1591324756","doi":"","title":"Analyse des perceptions de la santé et de l'environnement chez une communauté innue du Labrador en vue de l'élaboration future d'indicateurs de santé environnementale adaptés","year":2009,"lang":"fr","type":"article","venue":"Archipelago (Université du Québec à Montréal)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.00380899851965736,"score_gpt":0.22786129323641865,"score_spread":0.2240522947167613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1591324756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696916,0.0024444535,0.009392972,0.015245765,0.00008213881,0.00045434476,0.00019651579,0.00009486466,0.0023973945],"genre_scores_gemma":[0.97420275,0.0136486385,0.008718717,0.0023054958,0.00033115267,0.000017938088,0.00011896127,0.0000658354,0.0005904827],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9948111,0.0023812444,0.0004269884,0.000614921,0.0005303755,0.001235357],"domain_scores_gemma":[0.99794275,0.00040943848,0.00029563557,0.00055582833,0.000008806728,0.00078751985],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013088996,0.0006129192,0.0004657893,0.00018497609,0.0018704333,0.00015025186,0.0008923746,0.00043861312,0.00458224],"category_scores_gemma":[0.000064921114,0.0007238685,0.0003281773,0.0005857218,0.0016884097,0.0010041953,0.0004897226,0.0009132863,0.00033270943],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014068536,0.0023041316,0.34101886,0.000029058465,0.0002364893,0.00033025994,0.48885575,0.0075807725,0.042806737,0.0009792248,0.0019125389,0.11380549],"study_design_scores_gemma":[0.0013288432,0.0004085765,0.784891,0.00007462169,0.00038914953,0.00011580635,0.20294951,0.0024899137,0.00040616127,0.0020260657,0.004357312,0.0005630591],"about_ca_topic_score_codex":0.30570734,"about_ca_topic_score_gemma":0.44406766,"teacher_disagreement_score":0.44387212,"about_ca_system_score_codex":0.00924806,"about_ca_system_score_gemma":0.00047107876,"threshold_uncertainty_score":0.99952126},"labels":[],"label_agreement":null},{"id":"W1593134082","doi":"10.11606/d.18.2014.tde-25082014-083805","title":"Impactos sociais e efeitos cumulativos decorrentes de grandes projetos de desenvolvimento: aplicação de rede de impactos e sobreposição de mapas em estudo de caso para o Litoral Norte Paulista","year":2014,"lang":"pt","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Context (archaeology); Geography; Social impact assessment; Environmental impact assessment; Impact assessment; Environmental planning; Political science","score_opus":0.02265456501402556,"score_gpt":0.33596723783552906,"score_spread":0.3133126728215035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1593134082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97119546,0.0003713834,0.022241691,0.00027313962,0.00038255026,0.002845481,0.00032524418,0.00032405395,0.0020409795],"genre_scores_gemma":[0.9838007,0.00083237723,0.0051581175,0.0012464972,0.0006194565,0.0007527167,0.0009004117,0.00041086177,0.0062788706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9874641,0.0017696726,0.0017943974,0.0018934018,0.0017805579,0.0052979137],"domain_scores_gemma":[0.9933906,0.0007280361,0.0014855483,0.0012275507,0.00006518004,0.0031030509],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0024276227,0.0021937082,0.0018397805,0.00028059355,0.0019528326,0.0012222107,0.0018090972,0.0019607767,0.0019390543],"category_scores_gemma":[0.00052667107,0.002222152,0.0013057439,0.00067308237,0.0006466666,0.0011868875,0.0005216156,0.001986864,0.00039032873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005171739,0.001839528,0.7900548,0.00040299198,0.0007334947,0.00019933133,0.036011137,0.0010122196,0.15863897,0.000023547385,0.0021062102,0.008460617],"study_design_scores_gemma":[0.0034005588,0.0011419437,0.8667602,0.0007139273,0.0015398976,0.00032969716,0.028218755,0.021025361,0.071539946,0.0018659082,0.00030112913,0.0031626811],"about_ca_topic_score_codex":0.04032354,"about_ca_topic_score_gemma":0.018081345,"teacher_disagreement_score":0.08709903,"about_ca_system_score_codex":0.013719451,"about_ca_system_score_gemma":0.0015927854,"threshold_uncertainty_score":0.9998361},"labels":[],"label_agreement":null},{"id":"W1593607481","doi":"10.7202/1007351ar","title":"Représentations des connaissances scientifiques par des gestionnaires de la gestion intégrée au Québec","year":2012,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.013476709979897548,"score_gpt":0.27857525583644205,"score_spread":0.2650985458565445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1593607481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765432,0.00943358,0.0032154382,0.0034447967,0.0007318439,0.00029990193,0.000031021238,0.00013050107,0.0061697527],"genre_scores_gemma":[0.9897047,0.0026308545,0.0027332455,0.00051301584,0.000423899,0.000100723395,0.000016172837,0.000055648925,0.0038216938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962643,0.0010757915,0.00043888157,0.00048083527,0.00042428006,0.0013159576],"domain_scores_gemma":[0.99792856,0.0005198045,0.00023205158,0.00034588997,0.00002588632,0.0009477968],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0015815885,0.00042139238,0.0003023553,0.00019090682,0.0024579389,0.00023195613,0.0003939274,0.0004815142,0.0013060764],"category_scores_gemma":[0.00073798007,0.00044724313,0.00029567062,0.0008369022,0.053238243,0.0016682183,0.0001415729,0.0005935421,0.00038599464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023976869,0.0006071034,0.8657507,0.00008349861,0.000095813484,0.0000156804,0.051916134,0.00020023155,0.0068873283,0.0020434214,0.003485913,0.06889021],"study_design_scores_gemma":[0.0003598714,0.000094927804,0.974756,0.00023988739,0.00021642626,0.00010485868,0.0042544426,0.00006239463,0.003173281,0.0050660283,0.011183512,0.00048835034],"about_ca_topic_score_codex":0.6072222,"about_ca_topic_score_gemma":0.41217223,"teacher_disagreement_score":0.19504997,"about_ca_system_score_codex":0.0068229134,"about_ca_system_score_gemma":0.0006578737,"threshold_uncertainty_score":0.99979794},"labels":[],"label_agreement":null},{"id":"W1594135936","doi":"10.3917/scpo.cougn.2007.01.0059","title":"Chapitre 4. Le risque sur matières premières","year":2007,"lang":"fr","type":"article","venue":"Presses de Sciences Po eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Medicine","score_opus":0.019608787385239045,"score_gpt":0.27300819492425826,"score_spread":0.25339940753901924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1594135936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.577007,0.0018978008,0.0014941379,0.0014190762,0.0008167984,0.0003631504,0.00003132798,0.00006355571,0.4169072],"genre_scores_gemma":[0.9577818,0.0002504208,0.003135735,0.0005486775,0.0002659955,0.000017906192,0.0000034954417,0.00002986737,0.037966136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962264,0.00019568964,0.00047587798,0.0006893665,0.000956602,0.0014560953],"domain_scores_gemma":[0.9986204,0.00027806105,0.00024071067,0.0003296934,0.000011360899,0.0005197686],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017425265,0.00038073867,0.00030231118,0.000084209234,0.000977342,0.00034760716,0.001057814,0.00024540882,0.0039009876],"category_scores_gemma":[0.000098234625,0.00036899766,0.00015999239,0.0002270392,0.0033526963,0.00089346693,0.000682532,0.00032522433,0.0007094327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009195781,0.0013892428,0.49454388,0.00030938975,0.00014872134,0.0002275373,0.015149902,0.00470632,0.12553869,0.03738177,0.011403443,0.30910915],"study_design_scores_gemma":[0.0009335442,0.0005732028,0.6729059,0.00032244215,0.00010837855,0.00009447742,0.0032904644,0.002174579,0.16409715,0.019264692,0.13491765,0.0013175051],"about_ca_topic_score_codex":0.022050427,"about_ca_topic_score_gemma":0.0033622356,"teacher_disagreement_score":0.3807748,"about_ca_system_score_codex":0.00040324414,"about_ca_system_score_gemma":0.00016744815,"threshold_uncertainty_score":0.9998762},"labels":[],"label_agreement":null},{"id":"W1599650503","doi":"10.1080/03632415.2015.1038381","title":"The Science Framework for Implementing the Fisheries Protection Provisions of Canada's Fisheries Act","year":2015,"lang":"en","type":"article","venue":"Fisheries","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Fishery; Productivity; Fisheries management; Business; Sustainability; Fisheries law; Fisheries science; Environmental resource management; Fishing; Natural resource economics; Environmental science; Ecology; Economics; Biology","score_opus":0.03657502044510182,"score_gpt":0.276215619864869,"score_spread":0.23964059941976715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599650503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671443,0.000036698286,0.00092241867,0.015733484,0.00073668215,0.0013241766,0.00005381465,0.000039620376,0.014008783],"genre_scores_gemma":[0.99614125,0.000009180948,0.001712123,0.00018653525,0.00007755466,0.00023614887,0.0000038307726,0.000016450436,0.0016169098],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817336,0.000058488993,0.00026950715,0.00023330725,0.0007182176,0.00054712064],"domain_scores_gemma":[0.9991216,0.0001832904,0.00020222913,0.0003389394,0.000029170254,0.00012474199],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000854266,0.00015453684,0.00013979567,0.000009549128,0.0021312134,0.00021786462,0.00056932954,0.000047253714,0.00018420102],"category_scores_gemma":[0.0007750316,0.00009122392,0.00005341131,0.00031569714,0.0015869137,0.00058861985,0.00040819595,0.00015159135,0.0000032276619],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037961052,0.0002379025,0.705928,0.00007387998,0.00012895024,0.0000034069535,0.026733244,0.00017285522,0.00834182,0.0044615283,0.15645157,0.09708718],"study_design_scores_gemma":[0.0003598619,0.00042299333,0.34410977,0.00003140914,0.000032760403,0.0000044918092,0.0265479,0.00029850137,0.013741409,0.023434278,0.5906229,0.00039371123],"about_ca_topic_score_codex":0.09283471,"about_ca_topic_score_gemma":0.22583224,"teacher_disagreement_score":0.43417132,"about_ca_system_score_codex":0.0004102391,"about_ca_system_score_gemma":0.0003011344,"threshold_uncertainty_score":0.99916786},"labels":[],"label_agreement":null},{"id":"W1602944094","doi":"10.1111/j.1541-0072.2002.tb02157.x","title":"Public Consultation for Sustainable Development Policy Initiatives","year":2002,"lang":"en","type":"article","venue":"Policy Studies Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Realm; Normative; Sustainable development; Government (linguistics); Public policy; Political science; Policy development; Public administration; Education for sustainable development; Public involvement; Public consultation; Public relations; Policy analysis; Policy making; Environmental planning; Geography","score_opus":0.10265561723827799,"score_gpt":0.3646419920543233,"score_spread":0.2619863748160453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602944094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7910512,0.0011759035,0.0014239564,0.0342482,0.00022247176,0.0009842608,0.000013838698,0.000079091275,0.17080106],"genre_scores_gemma":[0.9876518,0.0010179356,0.0016374654,0.0014361615,0.00045100783,0.00005797024,0.0000020977036,0.000016393074,0.007729134],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985667,0.00006553777,0.00029129046,0.00015004112,0.00030112674,0.0006253137],"domain_scores_gemma":[0.9993875,0.00012642314,0.00017716723,0.00006929279,0.000040551713,0.00019907676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030295955,0.00015986012,0.00018374436,0.00012645901,0.0012212179,0.000110186375,0.00016000941,0.00004052686,0.0004221097],"category_scores_gemma":[0.0011250399,0.0001342799,0.00006597306,0.0003491538,0.0002794013,0.0008380009,0.00019654747,0.00012622659,0.00016960774],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010215417,0.0021425765,0.21027252,0.00020580115,0.0020140673,0.00014172628,0.25900835,0.00032247815,0.0016062884,0.048712,0.14597139,0.32950065],"study_design_scores_gemma":[0.004641364,0.0005515038,0.36128858,0.000044736615,0.000062894214,0.0001254672,0.0791933,0.00017023779,0.0011918424,0.042772364,0.50891066,0.001047056],"about_ca_topic_score_codex":0.00008097341,"about_ca_topic_score_gemma":0.000028016524,"teacher_disagreement_score":0.36293927,"about_ca_system_score_codex":0.0017487434,"about_ca_system_score_gemma":0.00005114657,"threshold_uncertainty_score":0.9392745},"labels":[],"label_agreement":null},{"id":"W1607114196","doi":"","title":"Priorisation des secteurs industriels fabriquant, utilisant ou important des matières dangereuses au Québec - Fiches sectorielles -","year":2010,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.06056051677677671,"score_gpt":0.3290549173403113,"score_spread":0.2684944005635346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1607114196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97512805,0.0004138201,0.000010915091,0.00066076114,0.0008159372,0.0012150231,0.00023082492,0.000052395473,0.02147225],"genre_scores_gemma":[0.97174066,0.018543828,0.001432101,0.000065094515,0.00048516272,0.00032207614,0.00011103147,0.00013420991,0.007165829],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936826,0.00075076596,0.0013830325,0.0014707996,0.0007862229,0.0019265851],"domain_scores_gemma":[0.9965866,0.00089114596,0.00058468647,0.0011447754,0.000046244106,0.00074652187],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0025769006,0.0008180804,0.00086233433,0.000245146,0.0012470358,0.00039045844,0.0012919927,0.0013407643,0.0025468369],"category_scores_gemma":[0.0011089953,0.00085354276,0.0002844205,0.0003534925,0.005180045,0.0007842009,0.0020783439,0.0033533906,0.00012965381],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007888217,0.0005493989,0.768673,0.0001296454,0.00012634485,0.000029862524,0.009892271,0.001867999,0.0067086765,0.0001428621,0.00006563994,0.21173538],"study_design_scores_gemma":[0.00061545026,0.0003180922,0.94568205,0.0003698447,0.000043448432,0.000021773807,0.007909345,0.0014702991,0.007994278,0.002719797,0.031846147,0.0010094763],"about_ca_topic_score_codex":0.2201516,"about_ca_topic_score_gemma":0.50048965,"teacher_disagreement_score":0.28033808,"about_ca_system_score_codex":0.010858136,"about_ca_system_score_gemma":0.0016150015,"threshold_uncertainty_score":0.9999557},"labels":[],"label_agreement":null},{"id":"W1608516531","doi":"10.30950/jcer.v9i1.513","title":"A Comparative Analysis of Privacy Impact Assessment in Six Countries","year":2013,"lang":"en","type":"article","venue":"Journal of Contemporary European Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"Commission; European commission; Audit; Construct (python library); Political science; Data Protection Act 1998; Public administration; Impact assessment; Member states; Eu countries; Business; European union; Accounting; Law; International trade; Computer science","score_opus":0.09960548514421873,"score_gpt":0.4340400866317135,"score_spread":0.33443460148749476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1608516531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91458935,0.0001139982,0.0000418714,0.00028365004,0.000028557319,0.00025268877,0.000007929038,0.0000027178287,0.08467922],"genre_scores_gemma":[0.9991653,0.00007391315,0.0002534889,0.00004719725,0.000028983015,0.000002771579,0.000004776635,0.000010788452,0.00041279488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99586,0.0015487458,0.00079336023,0.00016156404,0.0013130831,0.00032328937],"domain_scores_gemma":[0.99869806,0.0003092907,0.00045713506,0.00022617949,0.000078946774,0.00023036663],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003359019,0.00014097754,0.0005716433,0.00048077048,0.00008491898,0.000085694686,0.0005592232,0.00003314446,0.0033314251],"category_scores_gemma":[0.000060391467,0.00010270266,0.00024306944,0.0011532535,0.00046309063,0.00095826015,0.00034304295,0.0005821326,0.00017593744],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006699927,0.0004250962,0.98083895,0.0000058989135,0.00044281894,0.00008034458,0.0030554514,0.0009495183,0.0077909506,0.000023236424,0.005937601,0.00038312533],"study_design_scores_gemma":[0.0005692512,0.0005700141,0.9947286,0.00003255888,0.00003212818,0.0000028558309,0.0016441656,0.00051463075,0.0002541061,0.00009957355,0.0014576773,0.00009441561],"about_ca_topic_score_codex":0.0011781153,"about_ca_topic_score_gemma":0.00003516221,"teacher_disagreement_score":0.08457592,"about_ca_system_score_codex":0.0005171915,"about_ca_system_score_gemma":0.00012073724,"threshold_uncertainty_score":0.9975797},"labels":[],"label_agreement":null},{"id":"W167886596","doi":"","title":"Environmental Impact Assessment in Canada and Japan","year":2006,"lang":"ja","type":"article","venue":"総合政策研究","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Geography; Political science","score_opus":0.004703770821461851,"score_gpt":0.237605846238043,"score_spread":0.23290207541658117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W167886596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988912,0.00033538652,0.00000459334,0.00023526445,0.0002520024,0.0004124011,0.00024582766,0.000010648656,0.009591913],"genre_scores_gemma":[0.9978447,0.00028843098,0.00016508615,0.00025784379,0.000112379865,0.000018301767,0.00006448736,0.000043441338,0.0012053034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968822,0.00015853216,0.0005440244,0.00063813344,0.00083624705,0.0009408801],"domain_scores_gemma":[0.9990784,0.000069556394,0.0001817795,0.00031962793,8.9228257e-7,0.00034977397],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022796812,0.00048739064,0.00043984308,0.000053612817,0.00022644765,0.00009510617,0.0002778985,0.00014065397,0.0064559127],"category_scores_gemma":[0.0000037035093,0.00047565007,0.00010046607,0.00017268978,0.0003271751,0.00042419607,0.00039870388,0.00047003615,0.00017632324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012091961,0.0003298675,0.9826921,0.000009421763,0.000023557099,0.000067190485,0.00025264247,0.00063153333,0.008919419,0.000018251241,0.0011751207,0.0058687893],"study_design_scores_gemma":[0.0009214813,0.00012949975,0.99505377,0.000026066928,0.000030854557,0.000015330837,0.0011477004,0.00079604017,0.00029958447,0.00016869984,0.0008892419,0.000521707],"about_ca_topic_score_codex":0.98642987,"about_ca_topic_score_gemma":0.96230257,"teacher_disagreement_score":0.024127312,"about_ca_system_score_codex":0.00953884,"about_ca_system_score_gemma":0.00028977866,"threshold_uncertainty_score":0.9997695},"labels":[],"label_agreement":null},{"id":"W169240873","doi":"10.1007/978-94-007-0567-8_17","title":"The Role of Codes, Standards, and Related Instruments in Facilitating Adaptation to Climate Change","year":2011,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Adaptation (eye); Climate change; Set (abstract data type); Risk analysis (engineering); Order (exchange); Critical infrastructure; Work (physics); Engineering; Process management; Business; Environmental planning; Environmental resource management; Computer science; Computer security; Geography; Environmental science; Psychology","score_opus":0.06955309863835862,"score_gpt":0.3821004035219969,"score_spread":0.3125473048836383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W169240873","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.112476386,0.017185323,0.000003114763,0.00015258232,0.00021381924,0.0027385107,0.0013018178,0.000018597984,0.8659099],"genre_scores_gemma":[0.95351875,0.04421349,0.00019559028,0.000029469267,0.00003255817,0.00020379052,0.000028766897,0.00002427104,0.001753325],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99746543,0.0001331327,0.00036490022,0.00037942213,0.0010906341,0.0005664559],"domain_scores_gemma":[0.9994235,0.00010850083,0.00012430771,0.00019808649,0.000018956289,0.00012664194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001412704,0.00019988943,0.00026120406,0.00007679745,0.00016987661,0.000022375612,0.00028965203,0.0001685831,0.00016793184],"category_scores_gemma":[0.0000713474,0.00016858926,0.000033332984,0.00019835113,0.0005072296,0.00047924448,0.00070318725,0.00037364088,0.000053497995],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013292771,0.000041304724,0.07586133,0.000039675222,0.000009344387,0.000010658658,0.0057311947,0.0000062875206,0.000018058956,0.008108237,0.000007066791,0.91003394],"study_design_scores_gemma":[0.0020642986,0.0019891195,0.27356443,0.0025900195,0.000026803567,0.000010242775,0.01718677,0.0005603607,0.000092166156,0.4983539,0.202276,0.0012858878],"about_ca_topic_score_codex":0.003029113,"about_ca_topic_score_gemma":0.010855031,"teacher_disagreement_score":0.90874803,"about_ca_system_score_codex":0.0013005116,"about_ca_system_score_gemma":0.000014429673,"threshold_uncertainty_score":0.68748707},"labels":[],"label_agreement":null},{"id":"W170705591","doi":"10.18584/iipj.2012.3.3.8","title":"Multi-Barrier Protection of Drinking Water Systems in Ontario: A Comparison of First Nation and Non-First Nation Communities","year":2012,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University; Nipissing University","funders":"","keywords":"Government (linguistics); Business; Service (business); Water industry; Environmental health; Economic growth; Environmental planning; Environmental protection; Water supply; Geography; Engineering; Environmental engineering; Economics; Medicine","score_opus":0.061016843524240395,"score_gpt":0.30753157968313893,"score_spread":0.24651473615889855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W170705591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997883,0.000026693731,0.0004722358,0.00008200556,0.00030250626,0.00024428128,0.00000654054,0.00000387587,0.0009788448],"genre_scores_gemma":[0.9994614,0.000027663129,0.00019896988,0.000017652503,0.00011115839,0.000015747351,0.000012350266,0.000010370879,0.00014466155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987253,0.00006468125,0.00045732094,0.000066346256,0.0004475516,0.00023879124],"domain_scores_gemma":[0.9994931,0.000032777993,0.00030809588,0.00006519164,0.000024155926,0.00007662998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046200954,0.0001108406,0.00017322537,0.00021203162,0.0002769404,0.000048185593,0.00017848007,0.00008099708,0.00017040524],"category_scores_gemma":[0.0000181797,0.0000941887,0.000043534754,0.00006778566,0.00012218242,0.00065058144,0.000115001196,0.00028008153,0.0000087582375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019646048,0.00036449597,0.8985807,0.000010292108,0.00003432326,5.111504e-7,0.09243684,0.0018998832,0.0063133035,0.000017489652,0.000004360657,0.00031820513],"study_design_scores_gemma":[0.00066337595,0.00012525791,0.9873265,0.00010042316,0.000009965327,0.000047855545,0.004760596,0.0015943593,0.0045398413,0.00012306483,0.00058280287,0.00012593922],"about_ca_topic_score_codex":0.4279963,"about_ca_topic_score_gemma":0.2558437,"teacher_disagreement_score":0.17215262,"about_ca_system_score_codex":0.0015680039,"about_ca_system_score_gemma":0.000025992627,"threshold_uncertainty_score":0.75773525},"labels":[],"label_agreement":null},{"id":"W176249490","doi":"10.1016/b978-0-08-096532-1.00817-7","title":"Economic Implications of Impact of Manufacturing on Environment and Health","year":2014,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Industrial Revolution; Consumption (sociology); Standard of living; Mechanization; Perspective (graphical); Steam engine; Economy; Agricultural economics; Economics; Business; Engineering; Geography; Sociology; Social science; Market economy; Archaeology; Art; Agriculture","score_opus":0.018290961130872068,"score_gpt":0.28195470002210354,"score_spread":0.26366373889123146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W176249490","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.074906945,0.00006751214,0.0000060649463,0.000083849736,0.00003712195,0.00046056788,0.00014345073,0.000008284375,0.9242862],"genre_scores_gemma":[0.65761065,0.00043767333,0.0001760191,0.00014530454,0.00004749122,0.00001386378,0.000026809623,0.000055539655,0.34148663],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99879086,0.000022705253,0.00045184614,0.00033085202,0.00018560521,0.00021814689],"domain_scores_gemma":[0.99883795,0.000031545755,0.00054807024,0.00040740363,7.271019e-7,0.00017430345],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018829867,0.00029144355,0.0005065989,0.000045237204,0.0000788111,0.0000071503223,0.00017979328,0.00013197336,0.0016588959],"category_scores_gemma":[7.430874e-7,0.00025951813,0.0002113148,0.0000022648528,0.00034196733,0.00002879277,0.00021680332,0.00016968625,0.0001778971],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008555869,0.0000228799,0.005210604,0.0000334219,0.000091360234,3.2279368e-7,0.00018292136,0.00018902465,0.00020391555,0.0005744982,0.00012545941,0.99335706],"study_design_scores_gemma":[0.00082387397,0.001729148,0.78886634,0.00033138104,0.00012768031,0.00000979321,0.00001855872,0.000010229297,0.0018912263,0.0177082,0.18758535,0.0008982083],"about_ca_topic_score_codex":0.000046905163,"about_ca_topic_score_gemma":0.00003970998,"teacher_disagreement_score":0.9924588,"about_ca_system_score_codex":0.00089128775,"about_ca_system_score_gemma":0.00002308033,"threshold_uncertainty_score":0.9999857},"labels":[],"label_agreement":null},{"id":"W1775360196","doi":"","title":"Community Engagement in Environmental Assessment for Resource Development: Benefits, Emerging Concerns, Opportunities for Improvement","year":2015,"lang":"en","type":"article","venue":"Northern review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Community engagement; Resource (disambiguation); Public engagement; Process (computing); Community development; Public relations; Environmental resource management; Political science; Business; Environmental planning; Computer science; Geography; Environmental science","score_opus":0.18619377063995296,"score_gpt":0.34748867423461877,"score_spread":0.1612949035946658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1775360196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97416615,0.009142982,0.0009770684,0.0018083,0.00021862588,0.006084084,0.0002374439,0.00007515257,0.007290182],"genre_scores_gemma":[0.9656069,0.0094468715,0.010481177,0.006513091,0.0001355448,0.0037033248,0.001187796,0.00014166022,0.002783599],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997619,0.00028840097,0.0006815181,0.00034283544,0.00053331617,0.0005349576],"domain_scores_gemma":[0.9989699,0.000103314225,0.00027436967,0.00037736975,0.0000071797704,0.0002678602],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026182667,0.00033017545,0.00045591115,0.000032214426,0.00044043254,0.00003419511,0.00044794203,0.00007178492,0.00033051317],"category_scores_gemma":[0.00004321411,0.0003125129,0.00013944381,0.00008407209,0.00012786005,0.0002442356,0.00044106838,0.00026720084,0.000042295615],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047943184,0.0011151282,0.123020574,0.00087281904,0.000099586236,0.000004643991,0.004252863,0.0003752994,0.0004285585,0.000093738054,0.006565688,0.8631232],"study_design_scores_gemma":[0.0025250406,0.0005952083,0.032614153,0.0008721885,0.00011145975,0.0000020941964,0.009415579,0.00015236567,0.00036670594,0.000358271,0.9521891,0.0007978536],"about_ca_topic_score_codex":0.00020102614,"about_ca_topic_score_gemma":0.00095554115,"teacher_disagreement_score":0.9456234,"about_ca_system_score_codex":0.0017645078,"about_ca_system_score_gemma":0.000069662834,"threshold_uncertainty_score":0.9999327},"labels":[],"label_agreement":null},{"id":"W1780591122","doi":"","title":"An SIA analysis of the Investment Chapter in the EU-Canada Comprehensive Economic and Trade Agreement (CETA)","year":2011,"lang":"en","type":"article","venue":"Munich Personal RePEc Archive (Ludwig Maximilian University of Munich)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Enforcement; Investment (military); Business; Economic impact analysis; International trade; Sustainability; International economics; Economics; Political science; Law","score_opus":0.021516364348042043,"score_gpt":0.20308819354170915,"score_spread":0.1815718291936671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1780591122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97559536,0.000031591342,0.0000069153793,0.0005074547,0.000023590119,0.0002457472,0.00013822532,0.0000031907744,0.02344792],"genre_scores_gemma":[0.9986457,0.00015634754,0.0004251104,0.0006147511,0.0000040280024,5.6739003e-7,0.000017850707,0.000006719337,0.00012888401],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863845,0.0002848098,0.00020015246,0.00028782187,0.00035804213,0.00023073939],"domain_scores_gemma":[0.99912006,0.00007288244,0.00018915802,0.00049702346,0.0000031376487,0.00011775012],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017542056,0.00017099002,0.00028971137,0.00006588764,0.00024033555,0.0000059309446,0.0008236498,0.000041763036,0.0010382339],"category_scores_gemma":[0.0000035822532,0.00013792071,0.00015660835,0.00016114641,0.00096142635,0.00015282702,0.0004390713,0.00018404002,0.000003871714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027725482,0.00092550064,0.82812744,0.00003082722,0.0011956004,0.00006408875,0.15343432,0.0018980565,0.004495416,0.0034560096,0.0006257804,0.0054697],"study_design_scores_gemma":[0.00040356634,0.00012442493,0.96633726,0.000012136286,0.00024277122,0.0000023793687,0.025970079,0.0032353362,0.000072222196,0.00020986171,0.0032424002,0.00014758791],"about_ca_topic_score_codex":0.35299462,"about_ca_topic_score_gemma":0.555995,"teacher_disagreement_score":0.20300038,"about_ca_system_score_codex":0.00027946537,"about_ca_system_score_gemma":0.000041111067,"threshold_uncertainty_score":0.99987495},"labels":[],"label_agreement":null},{"id":"W1796485570","doi":"10.1002/ieam.1418","title":"A framework for assessing cumulative effects in watersheds: An introduction to Canadian case studies","year":2013,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of British Columbia; University of Waterloo; University of New Brunswick; Dalhousie University; University of Saskatchewan","funders":"","keywords":"Cumulative effects; Watershed; Terminology; Environmental science; Environmental resource management; Computer science; Operations research; Engineering; Machine learning","score_opus":0.01766388021714223,"score_gpt":0.3269378760606394,"score_spread":0.3092739958434972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1796485570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879049,0.000028467977,0.0055044056,0.002429591,0.00034706434,0.0029448823,0.0000178087,0.000041256404,0.00078162],"genre_scores_gemma":[0.94445455,0.00008741555,0.052443188,0.0011914603,0.000091245594,0.0011729717,0.00008061216,0.000041820178,0.00043672367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771065,0.00014362943,0.0003775799,0.00077190954,0.00030222884,0.00069401617],"domain_scores_gemma":[0.9990597,0.00008152844,0.000086005784,0.00028960867,0.0000044743333,0.00047870242],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034861997,0.00039992222,0.00033757684,0.00019379376,0.00037997434,0.00020530919,0.00017325692,0.00011955883,0.0006545295],"category_scores_gemma":[0.000014902456,0.00035217375,0.000057960602,0.00023658625,0.00019870832,0.0011571737,0.00027390986,0.00022691466,0.00012376893],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116194555,0.0026820807,0.51373416,0.0003743326,0.0010061426,0.0020256662,0.015633587,0.006301056,0.014548543,0.012670593,0.012300555,0.41860712],"study_design_scores_gemma":[0.002430536,0.0012669262,0.8817163,0.00020193835,0.0002508533,0.00014014119,0.060846955,0.0070066303,0.00086943305,0.03109657,0.012334464,0.0018392723],"about_ca_topic_score_codex":0.01803961,"about_ca_topic_score_gemma":0.010762087,"teacher_disagreement_score":0.41676784,"about_ca_system_score_codex":0.0030461953,"about_ca_system_score_gemma":0.000010779184,"threshold_uncertainty_score":0.999893},"labels":[],"label_agreement":null},{"id":"W18389679","doi":"10.17796/jcpd.32.2.5773462618772x11","title":"Exposure to Environmental Contaminants and Stress as Determinants of Health in Three Communities: Walpole Island and Attawapiskat First Nations and Naivasha, Kenya","year":2014,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Canada; International Development Research Centre","keywords":"Geography; Environmental health; Environmental stress; Environmental protection; Medicine","score_opus":0.011743077780804873,"score_gpt":0.26281656530410974,"score_spread":0.2510734875233049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18389679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99751407,0.0001402827,0.000045098743,0.00024259435,0.000026077138,0.00036524716,0.00009879991,0.000006892287,0.001560952],"genre_scores_gemma":[0.9986166,0.0005783894,0.00020949657,0.0003011137,0.0000060960847,0.000016538435,0.000012084636,0.000013237109,0.00024647953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890715,0.000103019716,0.00030540698,0.00021685816,0.00019300482,0.0002745318],"domain_scores_gemma":[0.99940825,0.00013595248,0.000099306744,0.00017496687,9.810979e-7,0.00018052662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028230256,0.00017390559,0.00030095526,0.000056977096,0.00035210553,0.000030168196,0.00011975146,0.00006494555,0.00031740466],"category_scores_gemma":[0.000016210704,0.00015763393,0.000017058737,0.0000692422,0.00038948676,0.00023670777,0.0004067244,0.000090476075,0.000015466037],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007274416,0.000118682925,0.98061585,0.000027419313,0.0000040427094,8.245696e-7,0.003960819,0.000010606897,0.00024195726,0.00002606183,0.000021015809,0.014965421],"study_design_scores_gemma":[0.0007583393,0.00050879276,0.99270856,0.00008600573,0.000005657541,0.000006567554,0.004787437,0.00023860899,0.0002413755,0.0001846242,0.00030397478,0.0001700339],"about_ca_topic_score_codex":0.009146633,"about_ca_topic_score_gemma":0.16150293,"teacher_disagreement_score":0.1523563,"about_ca_system_score_codex":0.000105948384,"about_ca_system_score_gemma":0.0000049675746,"threshold_uncertainty_score":0.99745154},"labels":[],"label_agreement":null},{"id":"W184613005","doi":"10.4267/dechets-sciences-techniques.1204","title":"Evaluation et intégration de la sensibilité intrinsèque des milieux récepteurs dans une méthodologie d'évaluation des performances environnementales","year":2009,"lang":"fr","type":"article","venue":"Environnement Ingénierie & Développement","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.060097076899722636,"score_gpt":0.35753260584939334,"score_spread":0.2974355289496707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W184613005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9459975,0.002999207,0.030350752,0.0046785157,0.00056351,0.0019122544,0.000053810774,0.00011058734,0.013333857],"genre_scores_gemma":[0.91828907,0.01751803,0.06093704,0.0011722443,0.0002459013,0.00023531883,0.0003292601,0.00007318385,0.0011999331],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98969096,0.0039195404,0.0012834036,0.0012199164,0.002395304,0.0014908657],"domain_scores_gemma":[0.9978583,0.0003307917,0.0005797578,0.0006999973,0.00004197086,0.0004892016],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.010449481,0.00096429914,0.0005937493,0.00018370604,0.0016744501,0.0003184192,0.00058249716,0.00047401758,0.0067104422],"category_scores_gemma":[0.00039668632,0.0010322641,0.00028293583,0.0006487989,0.0033133165,0.0016685786,0.00044952892,0.000640637,0.0005508684],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093282644,0.0022066522,0.17758296,0.00006829857,0.00017549821,0.00002797096,0.024227096,0.021914892,0.07174852,0.0010608352,0.0009198177,0.6999742],"study_design_scores_gemma":[0.0023016254,0.001574732,0.90214515,0.00029273448,0.00061878073,0.0000427958,0.014947173,0.006466651,0.01810905,0.04551982,0.006868868,0.00111262],"about_ca_topic_score_codex":0.0018823348,"about_ca_topic_score_gemma":0.0017677302,"teacher_disagreement_score":0.72456217,"about_ca_system_score_codex":0.010109242,"about_ca_system_score_gemma":0.00022663726,"threshold_uncertainty_score":0.9996252},"labels":[],"label_agreement":null},{"id":"W18490183","doi":"10.1016/j.nlm.2008.04.005","title":"L'UE rifuta le deroghe richieste dalla Regione Lazio sulla presenza di arsenico nell'acqua potabile","year":2010,"lang":"en","type":"article","venue":"Neurobiology of Learning and Memory","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Humanities; Geography; Political science; Art","score_opus":0.006469104181213726,"score_gpt":0.2375890149375636,"score_spread":0.23111991075634988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18490183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849225,0.000038839873,0.000008229521,0.00045220795,0.0002862549,0.0001429989,0.000003523154,0.000044288314,0.014101128],"genre_scores_gemma":[0.9936492,0.000134866,0.00018669874,0.00017399012,0.0000675234,0.000007791653,0.000012383022,0.000021609745,0.0057459553],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99871373,0.00023189427,0.00022485692,0.00037263357,0.000120242534,0.00033662582],"domain_scores_gemma":[0.9993173,0.00016681479,0.00016526044,0.00020714672,0.0000043832724,0.00013912335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025562456,0.00017843737,0.00025655303,0.000030221307,0.00028710408,0.000015331527,0.00018832542,0.0001862513,0.00034649807],"category_scores_gemma":[0.00008322113,0.00016209236,0.00006857797,0.00008611784,0.0008551139,0.0001205587,0.0002942763,0.0006099848,0.00008895435],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000337077,0.00016566871,0.45409828,0.0000118603675,0.00001902611,0.000007836627,0.0006478409,0.00029814546,0.54035115,0.000047195786,0.000736472,0.0035828291],"study_design_scores_gemma":[0.0012689023,0.0005969918,0.9357146,0.0000141923965,0.00004440415,0.00008207352,0.0010626342,0.00013763527,0.019050732,0.00024832098,0.04134993,0.00042961017],"about_ca_topic_score_codex":0.0003235639,"about_ca_topic_score_gemma":0.00020637848,"teacher_disagreement_score":0.5213004,"about_ca_system_score_codex":0.000015531992,"about_ca_system_score_gemma":0.000014554167,"threshold_uncertainty_score":0.66099346},"labels":[],"label_agreement":null},{"id":"W1871264458","doi":"10.1080/14615517.2015.1063811","title":"Good practices for environmental assessment","year":2015,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Environmental planning; Environmental impact assessment; Best practice; Environmental resource management; Business; Political science; Environmental science","score_opus":0.0621692164262263,"score_gpt":0.4533310130022999,"score_spread":0.3911617965760736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1871264458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91980726,0.000083335275,0.0018540955,0.00054898736,0.0005336804,0.0015635648,0.0001586479,0.0001105989,0.07533986],"genre_scores_gemma":[0.98097795,0.00007231094,0.016398083,0.0001993698,0.00026389377,0.00028571137,0.00020857109,0.00006270407,0.0015314249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99693596,0.00021777315,0.00042278066,0.0006516918,0.0008721084,0.00089967746],"domain_scores_gemma":[0.99811924,0.00037614504,0.0005490765,0.00033906603,0.000007604667,0.00060887093],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012927509,0.00048469813,0.00042796947,0.00007608115,0.00034817934,0.000270422,0.0003139786,0.00018235434,0.0006054659],"category_scores_gemma":[0.000101304795,0.0003998149,0.0001886674,0.00018950124,0.00031878642,0.0013204521,0.00040996115,0.00032707406,0.0000648518],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015944945,0.0008791487,0.95311683,0.000017318767,0.00017035195,0.000011168198,0.0011530997,0.000072632814,0.0069597,0.000290663,0.012000225,0.025169404],"study_design_scores_gemma":[0.005322982,0.003190435,0.87083364,0.000019239827,0.0002376367,0.000075178636,0.0050728796,0.004690327,0.0003586932,0.0008735494,0.10812821,0.0011972047],"about_ca_topic_score_codex":0.00066682487,"about_ca_topic_score_gemma":0.00005849171,"teacher_disagreement_score":0.09612799,"about_ca_system_score_codex":0.0011283881,"about_ca_system_score_gemma":0.00024253549,"threshold_uncertainty_score":0.9998454},"labels":[],"label_agreement":null},{"id":"W1880359183","doi":"","title":"Livability and Transportation on Indian Reservations","year":2015,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tribe; Sustainability; Business; Political science; Economic growth; Economics; Ecology; Biology","score_opus":0.040864328735146685,"score_gpt":0.2822002575562839,"score_spread":0.24133592882113725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1880359183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986202,0.00001627675,0.000014626151,0.00052589166,0.000036237863,0.000046561596,0.000001458305,0.0000028043405,0.0007359274],"genre_scores_gemma":[0.9987628,0.000037756952,0.0009025988,0.00018285445,0.000008494402,0.0000011652306,0.000004200426,0.0000025979787,0.00009754706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933815,0.00013963942,0.00019300455,0.000026764128,0.00022300667,0.000079423],"domain_scores_gemma":[0.9996306,0.000046148416,0.00009616801,0.000058421152,0.000008455164,0.00016024898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059961004,0.00006278295,0.00009254915,0.00001909332,0.00026495813,0.000019706202,0.00008744178,0.000028706903,0.000041429124],"category_scores_gemma":[0.000026709104,0.00004814604,0.000014460293,0.000054450167,0.000093621435,0.00023386313,0.000041155334,0.00026784863,0.0000062186255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008112343,0.0004762335,0.86116225,0.000010515728,0.000027618174,0.000005213102,0.06038426,0.000054419266,0.0004870308,0.000034639335,0.00050556124,0.07677116],"study_design_scores_gemma":[0.00029872567,0.00023037058,0.9830838,0.00002137319,0.000004736974,0.000006844256,0.013268053,0.0000016893779,0.00020750899,0.0012176305,0.0015992319,0.000060073035],"about_ca_topic_score_codex":0.00030779126,"about_ca_topic_score_gemma":0.0003560964,"teacher_disagreement_score":0.12192154,"about_ca_system_score_codex":0.00014368151,"about_ca_system_score_gemma":0.000018757253,"threshold_uncertainty_score":0.20378704},"labels":[],"label_agreement":null},{"id":"W1896259770","doi":"","title":"Impact and Benefit Agreements: A Contentious Issue for Environmental and Aboriginal Justice","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Political science; Economic Justice; Law and economics; Public relations; Law; Sociology","score_opus":0.00513577031477605,"score_gpt":0.29361516011915856,"score_spread":0.2884793898043825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1896259770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99398607,0.00095981255,0.0030755564,0.00014185843,0.00012537562,0.0002981453,0.000021126765,0.000011828218,0.0013802268],"genre_scores_gemma":[0.9907652,0.003920696,0.00031678315,0.00020437651,0.0002028033,0.000006223365,0.000009560935,0.000025069223,0.004549296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731195,0.000017523553,0.00026892597,0.00027431175,0.000315745,0.0018115622],"domain_scores_gemma":[0.99942446,0.00005415028,0.0001487923,0.00009430395,0.00000301443,0.0002753091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010145261,0.00022838239,0.0001911103,0.000042125583,0.00048487305,0.00006862132,0.00013969833,0.00008446267,0.00037947498],"category_scores_gemma":[0.000008437147,0.00019679565,0.00008798823,0.000052517982,0.00022169916,0.000420143,0.000072760726,0.0005345852,0.000049869363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046003627,0.0005267759,0.74276185,0.00001547108,0.00039148194,0.000018634744,0.0010010531,0.0000213762,0.02891403,0.0033168416,0.00028869972,0.22228372],"study_design_scores_gemma":[0.004034388,0.0023830426,0.925842,0.000015937496,0.0003704677,0.000853803,0.0065837917,0.0000977821,0.00024273127,0.04367822,0.015280638,0.0006172395],"about_ca_topic_score_codex":0.0001605276,"about_ca_topic_score_gemma":0.0004569819,"teacher_disagreement_score":0.22166649,"about_ca_system_score_codex":0.0016361661,"about_ca_system_score_gemma":0.00004065921,"threshold_uncertainty_score":0.80250937},"labels":[],"label_agreement":null},{"id":"W1897988923","doi":"10.1002/ieam.1352","title":"Development of an effects-based approach for watershed scale aquatic cumulative effects assessment","year":2012,"lang":"en","type":"review","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick; University of Saskatchewan","funders":"","keywords":"Watershed; Cumulative effects; Environmental science; Structural basin; Aquatic ecosystem; Water quality; Drainage basin; Baseline (sea); Current (fluid); Hydrology (agriculture); Scale (ratio); Water resource management; Environmental resource management; Geography; Computer science; Engineering; Ecology; Geology; Cartography","score_opus":0.028195390397849077,"score_gpt":0.3311726574236617,"score_spread":0.3029772670258126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1897988923","genre_codex":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038422544,0.5789219,0.29190558,0.000045370216,0.0021950763,0.0602933,0.0008136852,0.0006982916,0.026704257],"genre_scores_gemma":[0.019814923,0.37147757,0.59307015,0.00015497506,0.00011860485,0.00677951,0.0071057156,0.00037872148,0.0010998384],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99433756,0.00054294826,0.0014444754,0.0013737279,0.0011894992,0.0011118167],"domain_scores_gemma":[0.9975641,0.00022828669,0.00091853883,0.0007384372,0.0000036651177,0.0005470093],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009769655,0.0014418308,0.002208725,0.00025468157,0.00049405394,0.00011420066,0.00072105014,0.00047319575,0.00028417216],"category_scores_gemma":[0.000002988802,0.0011528841,0.00054715626,0.000301428,0.00053991564,0.00057176145,0.0007904012,0.0005326169,0.000057684043],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031663792,0.0034488714,0.0011041515,0.011456385,0.0009115964,0.00001007386,0.00042970787,0.00008901204,0.0002550684,0.000063000305,0.000066981636,0.9821335],"study_design_scores_gemma":[0.008073137,0.002389879,0.023798095,0.0060389317,0.013374968,0.000017477738,0.002555156,0.012394459,0.0010566452,0.00024826618,0.9240344,0.0060185683],"about_ca_topic_score_codex":0.000056736957,"about_ca_topic_score_gemma":0.000015915988,"teacher_disagreement_score":0.9761149,"about_ca_system_score_codex":0.0031239372,"about_ca_system_score_gemma":0.000070463924,"threshold_uncertainty_score":0.99983317},"labels":[],"label_agreement":null},{"id":"W1904589219","doi":"","title":"The Role of Strategic Environmental Assessments (SEAs) in Energy Governance: A Case Study of Tidal Energy in Nova Scotia's Bay of Fundy","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Bay; Context (archaeology); Tidal power; Nova (rocket); Strategic environmental assessment; Government (linguistics); Marine energy; Corporate governance; Jurisdiction; Geography; Environmental planning; Business; Environmental resource management; Environmental impact assessment; Oceanography; Political science; Environmental science; Engineering; Renewable energy; Finance; Geology; Aeronautics","score_opus":0.008954884689175564,"score_gpt":0.26512955837039826,"score_spread":0.2561746736812227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1904589219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968046,0.0008548212,0.000027720638,0.000022335982,0.000048373513,0.00013695723,0.0000072714274,0.0000022804775,0.0020956325],"genre_scores_gemma":[0.99824053,0.0015227414,0.000015971913,0.00001791378,0.00002369376,0.0000031079364,0.000002095504,0.000015003705,0.0001589174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99683434,0.00026640482,0.0007506108,0.00024644088,0.00074535806,0.0011568496],"domain_scores_gemma":[0.999064,0.000052556145,0.00056143594,0.00023189843,0.000003607559,0.00008648802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087738136,0.00022298939,0.0003560037,0.000060159407,0.000091795366,0.00001630541,0.00042107128,0.00008620564,0.00018078624],"category_scores_gemma":[0.0000058017167,0.00017962846,0.0001036896,0.00029340645,0.00018903795,0.00029288142,0.000120140125,0.0006112863,0.0000029619557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024182483,0.005298281,0.9111811,0.0000026633895,0.00012048569,0.00015739593,0.0009063347,0.0023448318,0.02594296,0.006034271,0.0000033961617,0.047766477],"study_design_scores_gemma":[0.006107127,0.0076538865,0.79801023,0.00006087564,0.00008504337,0.00084845396,0.10341882,0.0011221748,0.004477995,0.07754452,0.00008719356,0.0005836963],"about_ca_topic_score_codex":0.013871503,"about_ca_topic_score_gemma":0.08352814,"teacher_disagreement_score":0.11317086,"about_ca_system_score_codex":0.001810769,"about_ca_system_score_gemma":0.00019018214,"threshold_uncertainty_score":0.9926952},"labels":[],"label_agreement":null},{"id":"W1928942910","doi":"10.1684/ers.2010.0395","title":"Prise en compte du bruit de fond chimique environnemental dans les évaluations réglementaires françaises des risques sanitaires","year":2010,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.0159865447157434,"score_gpt":0.2512371075250002,"score_spread":0.23525056280925682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1928942910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87270427,0.00067322317,0.044419125,0.008490093,0.0002949254,0.0011443886,0.0004845546,0.00019228047,0.071597114],"genre_scores_gemma":[0.9274101,0.0031536482,0.06106333,0.0001882044,0.00010866667,0.0002559085,0.00075843703,0.00012362943,0.006938057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9875698,0.007970039,0.0010392499,0.0012880403,0.0010584721,0.0010743731],"domain_scores_gemma":[0.99498487,0.0017240879,0.0007713184,0.0016837416,0.0001699768,0.0006659811],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0053456165,0.0009023615,0.0006655323,0.00014337923,0.00298166,0.00070227054,0.0021158073,0.00073798036,0.0077605746],"category_scores_gemma":[0.00086029427,0.0010109844,0.0005017187,0.0003245034,0.0036558409,0.0006946184,0.0031663408,0.001439204,0.00047559093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028907729,0.0038953582,0.6549082,0.00017626474,0.0003161523,0.000022095839,0.08729135,0.0010245956,0.12915853,0.025433892,0.0013176592,0.09642699],"study_design_scores_gemma":[0.001186408,0.0000061337214,0.84951746,0.001137384,0.0003269082,0.00003720644,0.004884877,0.007968188,0.101275876,0.0086331945,0.02376653,0.0012598567],"about_ca_topic_score_codex":0.046968155,"about_ca_topic_score_gemma":0.05650285,"teacher_disagreement_score":0.19460924,"about_ca_system_score_codex":0.0018191104,"about_ca_system_score_gemma":0.0002467191,"threshold_uncertainty_score":0.9992341},"labels":[],"label_agreement":null},{"id":"W1932476064","doi":"","title":"Contribution du risque environnemental à quatre problèmes de santé majeurs au Canada","year":2008,"lang":"fr","type":"article","venue":"Environnement Risques & Sante","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.006798944588465282,"score_gpt":0.22818662241897597,"score_spread":0.2213876778305107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1932476064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96439075,0.00429093,0.0011939292,0.0059662317,0.0015957381,0.0013652823,0.00080353435,0.00008596514,0.020307649],"genre_scores_gemma":[0.97986525,0.009806609,0.0011305069,0.0012770667,0.0012795852,0.00014977985,0.00043645906,0.0001212739,0.005933496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9927322,0.00080957287,0.001138028,0.0012239052,0.0016390071,0.0024572678],"domain_scores_gemma":[0.997499,0.000203314,0.0005646541,0.0007249385,0.000013331281,0.0009947827],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007514279,0.001095812,0.00084623,0.000085987114,0.0021227174,0.00008407285,0.00082828134,0.00043302085,0.023392156],"category_scores_gemma":[0.000100201316,0.0011850388,0.00039801834,0.0003075895,0.0020297691,0.0009680822,0.0007719549,0.00075836416,0.001277941],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001016892,0.0019170394,0.92975974,0.00007906863,0.0003551539,0.0008897648,0.0035624688,0.0025121758,0.013294492,0.0006312109,0.03900996,0.007887221],"study_design_scores_gemma":[0.0021435341,0.0004329606,0.73470956,0.00015810948,0.00029981064,0.00017139481,0.002004366,0.0018071039,0.012661733,0.00025769163,0.24394587,0.0014078795],"about_ca_topic_score_codex":0.8116187,"about_ca_topic_score_gemma":0.6315254,"teacher_disagreement_score":0.20493591,"about_ca_system_score_codex":0.019969387,"about_ca_system_score_gemma":0.0006796894,"threshold_uncertainty_score":0.9994997},"labels":[],"label_agreement":null},{"id":"W1935133070","doi":"10.7202/012938ar","title":"HANNA, Kevin, S. (dir.) (2005) Environmental Impact Assessment. Practice and Participation. Toronto, Oxford University Press, 412 p. (ISBN 0-19-541928-6)","year":2006,"lang":"en","type":"article","venue":"Cahiers de géographie du Québec","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Art; Media studies; Sociology","score_opus":0.004491590466475449,"score_gpt":0.23241645541159003,"score_spread":0.22792486494511457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1935133070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96195203,0.0016209156,0.00077147473,0.00086397247,0.00013670973,0.00050422427,0.00009139731,0.00011092784,0.033948366],"genre_scores_gemma":[0.98549974,0.0029511284,0.001462904,0.00062641245,0.00013923555,0.00002164799,0.000085200496,0.000046786357,0.009166923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973822,0.00031857885,0.0003251012,0.0005813307,0.00053789554,0.00085486897],"domain_scores_gemma":[0.998531,0.00020329485,0.00026372544,0.00036991754,0.0000057395437,0.0006263489],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048124115,0.00040399353,0.00030803453,0.000053362757,0.00073263847,0.000114841125,0.00032864496,0.0002614988,0.0017723368],"category_scores_gemma":[0.000047602407,0.00041277742,0.00021620009,0.00018684514,0.0030064825,0.0016635616,0.00023594327,0.00035806096,0.00002616532],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017483745,0.0012223867,0.92973,0.000015669235,0.0002233266,0.0001273076,0.0009046483,0.0005966465,0.003533083,0.0006240092,0.054583166,0.008264929],"study_design_scores_gemma":[0.0008518974,0.00014966997,0.6566528,0.0000059840672,0.00018119418,0.000027473558,0.0007176431,0.00021589873,0.000081686485,0.00010466789,0.34058905,0.00042205633],"about_ca_topic_score_codex":0.10676809,"about_ca_topic_score_gemma":0.023860306,"teacher_disagreement_score":0.28600585,"about_ca_system_score_codex":0.0042508533,"about_ca_system_score_gemma":0.00010626952,"threshold_uncertainty_score":0.9998324},"labels":[],"label_agreement":null},{"id":"W1937113854","doi":"","title":"Evaluating Institutional Arrangements to Support Watershed-scale Cumulative Effects Assessment in the Grand River Watershed, Canada","year":2011,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Watershed; Scale (ratio); Grand Challenges; Hydrology (agriculture); Environmental science; Geography; Water resource management; Computer science; Cartography; Geology","score_opus":0.01821336458154935,"score_gpt":0.21584386804652075,"score_spread":0.1976305034649714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1937113854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891958,0.000003393187,0.0008193811,0.00046706165,0.000101201906,0.00072125654,0.00019773525,0.00003750272,0.008456638],"genre_scores_gemma":[0.9802625,0.000014860487,0.013407497,0.00021965105,0.000012872926,9.332796e-8,0.00013043615,0.000016128395,0.0059359334],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972505,0.00040588708,0.00022199581,0.0006057139,0.0009540778,0.0005618435],"domain_scores_gemma":[0.9988234,0.000102120146,0.00027980082,0.00043524255,0.0000254939,0.0003339189],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034690107,0.0003500254,0.0004994824,0.000200219,0.00067291275,0.000013399486,0.0014300117,0.00016974093,0.0034264706],"category_scores_gemma":[0.0000041023236,0.00039992185,0.0002182761,0.0007079884,0.0010583532,0.0019231196,0.0010544285,0.0003723591,0.00006392177],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008918591,0.00087854,0.29286996,0.000107799904,0.00024034847,0.00083973946,0.6954293,0.0010707491,0.0025818439,0.0000189583,0.0018189148,0.0032519621],"study_design_scores_gemma":[0.0026221285,0.0004976716,0.4003973,0.000062182655,0.00016836272,0.0000039211627,0.59277904,0.000099621655,0.0007472787,0.00017860756,0.0019986632,0.0004451858],"about_ca_topic_score_codex":0.66711783,"about_ca_topic_score_gemma":0.52129024,"teacher_disagreement_score":0.14582758,"about_ca_system_score_codex":0.00085671875,"about_ca_system_score_gemma":0.0005700057,"threshold_uncertainty_score":0.99984527},"labels":[],"label_agreement":null},{"id":"W195025064","doi":"10.1023/a:1025545813057","title":"Establishing the Canadian Community Monitoring Network","year":2003,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":229,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Museum of Nature; Canadian Wildlife Federation; Environment and Climate Change Canada; University of Waterloo","funders":"","keywords":"Government (linguistics); Environmental resource management; Environmental planning; Business; Environmental monitoring; Decision support system; Community network; Environmental protection; Political science; Computer science; Geography; Engineering; Environmental science; Environmental engineering","score_opus":0.02140037063744014,"score_gpt":0.2757946526387679,"score_spread":0.25439428200132774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W195025064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95810926,0.00019230305,0.000034884113,0.00014438653,0.00096286426,0.0002800537,0.000007304404,0.000035909612,0.04023303],"genre_scores_gemma":[0.99568844,0.0002094184,0.0029000978,0.00008754648,0.0002826143,0.000056622626,0.000006507645,0.000036986763,0.0007317602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975772,0.0005135345,0.0002658538,0.00032036085,0.000558808,0.0007642807],"domain_scores_gemma":[0.9988199,0.00019337912,0.000101003025,0.00042618302,0.0000011391717,0.00045841027],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010805527,0.00030827976,0.00019874456,0.000024537641,0.0035329305,0.00029129523,0.0003463231,0.00011752235,0.00043886335],"category_scores_gemma":[0.000023888324,0.00025298257,0.00007101208,0.000141377,0.0003860508,0.00046649564,0.0003075028,0.000957778,0.00009585592],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015402603,0.000082532555,0.9912858,0.0000025382133,0.00002489846,0.000007185554,0.0005715795,0.0006394743,0.0016629243,0.000121578225,0.00013778992,0.0054621845],"study_design_scores_gemma":[0.00025896716,0.00006711991,0.97767764,0.00002448365,0.000029504916,0.000012197672,0.003459842,0.000021431799,0.0011848971,0.00090243685,0.016054776,0.00030668222],"about_ca_topic_score_codex":0.043944445,"about_ca_topic_score_gemma":0.004628123,"teacher_disagreement_score":0.039501272,"about_ca_system_score_codex":0.0016155632,"about_ca_system_score_gemma":0.000029852434,"threshold_uncertainty_score":0.99999225},"labels":[],"label_agreement":null},{"id":"W1950872025","doi":"10.1111/j.1754-7121.2011.00193.x","title":"Research and development impact assessment for innovation-enabling organizations","year":2011,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mandate; Credibility; Political science; Audit; Library science; Management; Business; Accounting; Economics; Computer science","score_opus":0.10012141353748456,"score_gpt":0.3697551803014716,"score_spread":0.26963376676398704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1950872025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757086,0.0000049882515,0.0046936753,0.0014921549,0.000074433345,0.0005884128,0.00002900963,0.000023385128,0.017385365],"genre_scores_gemma":[0.99155515,0.000002707605,0.0073296595,0.00017359495,0.000032748023,0.00007874052,0.00024283967,0.00001557441,0.00056895945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988943,0.000033133143,0.00021273822,0.00022579885,0.00023207095,0.000401967],"domain_scores_gemma":[0.99936104,0.000029614179,0.0000550278,0.00011929262,0.00007065443,0.00036439786],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005364077,0.00009905761,0.000074506286,0.00017867703,0.00079704344,0.0001343708,0.00012316472,0.000079741905,0.0023694735],"category_scores_gemma":[0.00008834697,0.0000991614,0.00000959398,0.00078829203,0.00015005471,0.0005146758,0.000043376098,0.000109487955,0.000054187894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012882624,0.00033010318,0.9018406,0.000014485761,0.00006114188,0.000008089018,0.0022759556,0.0000025087625,0.0019554277,0.06860033,0.005387021,0.019511402],"study_design_scores_gemma":[0.00040716666,0.00044753664,0.92929685,0.000006579634,0.0000060195284,0.000007574296,0.001991271,0.0001779731,0.001452686,0.003558503,0.062324256,0.00032359356],"about_ca_topic_score_codex":0.0025316875,"about_ca_topic_score_gemma":0.065583915,"teacher_disagreement_score":0.065041825,"about_ca_system_score_codex":0.0012385332,"about_ca_system_score_gemma":0.0010727887,"threshold_uncertainty_score":0.9985425},"labels":[],"label_agreement":null},{"id":"W1952206595","doi":"10.1002/ieam.1333","title":"Valued ecosystem components for watershed cumulative effects: An analysis of environmental impact assessments in the South Saskatchewan River watershed, Canada","year":2012,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick; University of Saskatchewan","funders":"Canadian Water Network; Ministerio del Ambiente, Agua y Transición Ecológica","keywords":"Watershed; Environmental science; Ecosystem; Water resource management; Cumulative effects; Hydrology (agriculture); Geography; Ecology; Geology; Biology","score_opus":0.01237621612779016,"score_gpt":0.27534359242948797,"score_spread":0.2629673763016978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1952206595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949983,0.00003988454,0.0012257572,0.000037193087,0.0001742415,0.0022406494,0.000801505,0.000020958258,0.00046152103],"genre_scores_gemma":[0.9950901,0.000058863487,0.0021238637,0.0002923121,0.000031850934,0.0003398756,0.0018023718,0.000051579707,0.00020917197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99571717,0.00056293106,0.00080489396,0.00072381477,0.0011689835,0.0010221793],"domain_scores_gemma":[0.99856496,0.00012511754,0.0003915057,0.00056251296,0.000002353268,0.00035356893],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009412064,0.0006854683,0.0007839373,0.00021659376,0.00030896463,0.00007445158,0.00059039023,0.00014233452,0.000676179],"category_scores_gemma":[0.0000023085113,0.00048536988,0.00030296296,0.00038850974,0.00032277498,0.00082924275,0.00041528395,0.0002764294,0.000014470172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015374558,0.0018862018,0.9779432,0.000055305918,0.0017525584,0.000018936733,0.0066318903,0.0019798698,0.0060454453,0.000041247124,0.00014034924,0.0033512495],"study_design_scores_gemma":[0.0018457293,0.00040333404,0.96686727,0.000023802684,0.0013233274,0.0000026144885,0.019327682,0.008652951,0.00043036285,0.000041306357,0.0005282408,0.00055338803],"about_ca_topic_score_codex":0.050308377,"about_ca_topic_score_gemma":0.02239538,"teacher_disagreement_score":0.027912999,"about_ca_system_score_codex":0.0032969727,"about_ca_system_score_gemma":0.000021448863,"threshold_uncertainty_score":0.9997598},"labels":[],"label_agreement":null},{"id":"W1958591841","doi":"10.3968/j.ans.1715787020080101.007","title":"Application and Prospect of Geographical Information System in Strategic Environmental Assessment","year":2009,"lang":"en","type":"article","venue":"Advances in natural science/Advances in natural sciences","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Strategic environmental assessment; Macro; Process (computing); Computer science; Scale (ratio); Geographic information system; Government (linguistics); GRASP; Management science; Spatial analysis; Sustainability; Decision support system; Data science; Operations research; Environmental resource management; Environmental impact assessment; Geography; Engineering; Data mining; Ecology; Remote sensing; Environmental science; Cartography","score_opus":0.00380427371893417,"score_gpt":0.2843688266436556,"score_spread":0.28056455292472143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1958591841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854775,0.004019065,0.000035700872,0.00013315842,0.0003347082,0.00070613215,0.000006404836,0.000025349425,0.009261957],"genre_scores_gemma":[0.99517834,0.0017680092,0.0028920502,0.00009308524,0.000018535862,0.00003377145,0.000006636024,0.0000036743975,0.000005918424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963859,0.00008013306,0.0007246236,0.00068617915,0.0013794051,0.00074379117],"domain_scores_gemma":[0.99924505,0.00008912101,0.00034397704,0.00019212702,0.0000069740463,0.00012276896],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014132276,0.00028626385,0.00036380702,0.00040983126,0.00029926904,0.0001002636,0.00081394025,0.00009081718,0.00002075857],"category_scores_gemma":[0.000037724,0.00022475781,0.000050307277,0.0028029105,0.002931778,0.009750406,0.00023208048,0.00048363477,0.000006307034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039987804,0.00015559647,0.861166,0.000025796915,9.1772233e-7,0.0000044454423,0.00038501286,0.0058148117,0.010268146,0.0085563995,4.835055e-7,0.1135824],"study_design_scores_gemma":[0.0007076877,0.00027305647,0.9669424,0.00009388823,0.00000304888,0.000011915694,0.0027072185,0.017193317,0.0008603681,0.010675781,0.00017181905,0.0003594448],"about_ca_topic_score_codex":0.00021815431,"about_ca_topic_score_gemma":0.0005898434,"teacher_disagreement_score":0.113222964,"about_ca_system_score_codex":0.0011192062,"about_ca_system_score_gemma":0.000052921852,"threshold_uncertainty_score":0.99978167},"labels":[],"label_agreement":null},{"id":"W1963908244","doi":"10.3141/2093-12","title":"Development of a Management Framework for Rural Roads in Developing Countries","year":2009,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Developing country; Sustainability; Business; Process (computing); Environmental planning; Socioeconomic status; Rural management; Rural area; Transport engineering; Economic growth; Environmental resource management; Rural development; Engineering; Economics; Computer science; Agriculture; Political science; Geography; Population","score_opus":0.06595907218231305,"score_gpt":0.401055454895092,"score_spread":0.3350963827127789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963908244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870525,0.000039399714,0.009066209,0.0024753625,0.00014181864,0.00096518354,0.00001291476,0.0000064456003,0.00024017754],"genre_scores_gemma":[0.9263696,0.0005836305,0.0726453,0.00009988561,0.000028041659,0.000052965384,0.0000078109015,0.000017412362,0.00019532886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99521315,0.0002806543,0.0011422365,0.00021761961,0.002499634,0.0006466999],"domain_scores_gemma":[0.9987958,0.00032290648,0.00032463876,0.00020242286,0.00019012025,0.00016412228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029905266,0.00016415092,0.00031638923,0.0003396676,0.00038364972,0.000044093642,0.0006979438,0.00012182253,0.00026499876],"category_scores_gemma":[0.000037559545,0.00012811611,0.00017307089,0.0010847172,0.00037014895,0.0004473857,0.000009944689,0.00068631076,0.000012490149],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002282705,0.0007827162,0.873573,0.00034063304,0.0001679687,0.000056935754,0.023242282,0.001787854,0.0045567015,0.026880344,0.0014693224,0.0648595],"study_design_scores_gemma":[0.000931121,0.00025028185,0.9687451,0.00039158732,0.0000140936245,9.242576e-8,0.0033476965,0.00001764374,0.0021552916,0.014465711,0.009549717,0.00013163748],"about_ca_topic_score_codex":0.00083968526,"about_ca_topic_score_gemma":0.008940268,"teacher_disagreement_score":0.09517209,"about_ca_system_score_codex":0.00066329463,"about_ca_system_score_gemma":0.00016572494,"threshold_uncertainty_score":0.52244234},"labels":[],"label_agreement":null},{"id":"W1963956778","doi":"10.1080/14615517.2012.720417","title":"In full retreat: the Canadian government's new environmental assessment law undoes decades of progress","year":2012,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":151,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Legislation; Environmental law; Environmental impact assessment; Government (linguistics); National Environmental Policy Act; Political science; Environmental planning; Law; Secrecy; Environmental science","score_opus":0.017880340057326395,"score_gpt":0.3691445659852049,"score_spread":0.3512642259278785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963956778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96560085,0.00024287647,0.000024471548,0.000784563,0.00029494002,0.0009144985,0.00010549924,0.000018985515,0.03201331],"genre_scores_gemma":[0.9969479,0.00009665845,0.002085269,0.0002613644,0.00017301127,0.00007015116,0.00003616254,0.000040448536,0.00028903442],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967904,0.00025135025,0.0004688532,0.00037188054,0.001085123,0.0010323685],"domain_scores_gemma":[0.99864036,0.00019530953,0.00024446016,0.00035793075,0.00000217827,0.0005597454],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008253809,0.00043461818,0.00040169837,0.000063932,0.00039039453,0.0001438765,0.0003747791,0.00018775312,0.0014433534],"category_scores_gemma":[0.000011810227,0.00029848277,0.00014593327,0.0002906028,0.0007805683,0.00122737,0.00032334184,0.00044561172,0.000027530787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043790697,0.0003892719,0.98790836,0.000009094039,0.00007700567,0.000006937983,0.0018287726,0.000010115511,0.0021331995,0.0013949216,0.0015725637,0.0046259747],"study_design_scores_gemma":[0.0010506314,0.0003970029,0.9860081,0.000020302545,0.00006557698,0.000026984391,0.001563144,0.00013687526,0.0005710377,0.00025860703,0.009504394,0.00039732095],"about_ca_topic_score_codex":0.11167457,"about_ca_topic_score_gemma":0.06590143,"teacher_disagreement_score":0.045773145,"about_ca_system_score_codex":0.0020913794,"about_ca_system_score_gemma":0.00021401385,"threshold_uncertainty_score":0.9999467},"labels":[],"label_agreement":null},{"id":"W1964078845","doi":"10.7557/2.33.2.2540","title":"CARMA’s approach for the collaborative and inter-disciplinary assessment of cumulative effects","year":2013,"lang":"en","type":"article","venue":"Rangifer","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Yukon University","funders":"","keywords":"Discipline; Cumulative effects; Environmental science; Sociology; Biology; Ecology; Social science","score_opus":0.013802259172088178,"score_gpt":0.3102862921637236,"score_spread":0.29648403299163545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964078845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96391475,0.00009945351,0.016579028,0.00037834028,0.00009572981,0.002054929,0.000024208073,0.000013064652,0.016840478],"genre_scores_gemma":[0.9926475,0.000018104622,0.006136416,0.0001397371,0.000023942643,0.00029246378,0.000007929772,0.000011084104,0.0007227975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929583,0.00006470242,0.0001304109,0.0001684999,0.00017298301,0.00016760171],"domain_scores_gemma":[0.9994936,0.00022850012,0.00007119983,0.00012375058,0.0000073725755,0.00007554906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014718743,0.00011500136,0.00015356904,0.000011193032,0.0001516701,0.000022614335,0.00011629921,0.000042126132,0.00029868996],"category_scores_gemma":[0.000015364083,0.00007174398,0.000049559603,0.00009848149,0.00028951882,0.00021358774,0.00019531511,0.000068555186,0.000011154261],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013877827,0.0015734182,0.81517816,0.0002840934,0.0007291214,0.0000032072908,0.028005145,0.0048794737,0.08920944,0.0015629681,0.01885153,0.039584644],"study_design_scores_gemma":[0.0009694413,0.00029633287,0.9715517,0.00001357809,0.00006434735,0.0000010421384,0.0031294625,0.021168388,0.0014732608,0.0007875172,0.0003689485,0.00017595247],"about_ca_topic_score_codex":0.00017122856,"about_ca_topic_score_gemma":0.0000069961907,"teacher_disagreement_score":0.15637355,"about_ca_system_score_codex":0.000099488716,"about_ca_system_score_gemma":0.000008680063,"threshold_uncertainty_score":0.32704455},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.02353393967500081,"score_gpt":0.28607703856418926,"score_spread":0.2625430988891885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964603288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836586,0.0005064023,0.0002562105,0.0004236208,0.0001624136,0.0015100621,0.00045708733,0.000009686771,0.013015882],"genre_scores_gemma":[0.98442245,0.0072111343,0.0070097256,0.00023911402,0.0000908336,0.00011627071,0.000028626477,0.000037925623,0.000843939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99708813,0.00013391838,0.0007794199,0.00041537703,0.0010799844,0.0005031688],"domain_scores_gemma":[0.9983634,0.00010847414,0.00087842933,0.00020034402,0.000011659593,0.00043771655],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010767948,0.00027190088,0.00042397864,0.00019570267,0.0005978961,0.00012976179,0.00028823526,0.00011658227,0.0011909069],"category_scores_gemma":[0.00003577338,0.0003484367,0.00012823612,0.00018886045,0.00040620347,0.00079128746,0.0003146374,0.00018297073,0.000004876594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004662952,0.0023585907,0.9193252,0.0005097531,0.0007351728,0.000057066067,0.0023966061,0.00026274438,0.0010876312,0.00028470802,0.0033488949,0.06958701],"study_design_scores_gemma":[0.0021201598,0.0004929373,0.97827667,0.000208512,0.0004792573,0.000059778416,0.0056915334,0.00024784054,0.00006741594,0.0015755318,0.010400569,0.000379819],"about_ca_topic_score_codex":0.016031444,"about_ca_topic_score_gemma":0.10154515,"teacher_disagreement_score":0.0855137,"about_ca_system_score_codex":0.0017536675,"about_ca_system_score_gemma":0.00009779968,"threshold_uncertainty_score":0.99989676},"labels":[],"label_agreement":null},{"id":"W1965954627","doi":"10.3152/146155111x12913679730430","title":"Strategic environmental assessment and regional infrastructure planning: the case of York Region, Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Waterloo","funders":"Government of Ontario","keywords":"Strategic environmental assessment; Sustainability; Environmental planning; Strategic planning; Environmental resource management; Regional planning; Key (lock); Land-use planning; Process management; Business; Environmental impact assessment; Political science; Land use; Urban planning; Computer science; Geography; Engineering; Environmental science; Civil engineering","score_opus":0.04770825696261199,"score_gpt":0.3385388613908895,"score_spread":0.2908306044282775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965954627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859999,0.00008136494,0.00004491535,0.000086074506,0.00016012279,0.0005136951,0.000042904798,0.000017008653,0.013054016],"genre_scores_gemma":[0.998377,0.000044136275,0.0011366671,0.00014779539,0.000051779683,0.000035360074,0.00004075479,0.000028187633,0.00013828803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795914,0.00018311852,0.0004120153,0.00045193432,0.00048639002,0.0005073855],"domain_scores_gemma":[0.9989469,0.00016117208,0.0003156848,0.00032301527,0.0000042444194,0.00024896505],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002915067,0.00042299106,0.00036222022,0.00004470603,0.0004422418,0.00007276578,0.00024733978,0.00013741394,0.0011756367],"category_scores_gemma":[0.0000033518415,0.00028894012,0.00008959997,0.00014767035,0.0006511567,0.00033517013,0.0003062112,0.00048430185,0.0000011761554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072938434,0.00016494887,0.98393005,0.0000123124655,0.00014219614,0.00031698414,0.008943672,0.00003739757,0.0005061979,0.00031640107,0.003677048,0.0018798414],"study_design_scores_gemma":[0.0007535629,0.0004884049,0.98250085,0.000017719443,0.00009118662,0.0011921836,0.012556877,0.00025946271,0.000043051827,0.00067511847,0.0010466862,0.0003748935],"about_ca_topic_score_codex":0.7785174,"about_ca_topic_score_gemma":0.33698684,"teacher_disagreement_score":0.4415306,"about_ca_system_score_codex":0.00092823454,"about_ca_system_score_gemma":0.0005629187,"threshold_uncertainty_score":0.99995625},"labels":[],"label_agreement":null},{"id":"W1966085279","doi":"10.1002/ieam.173","title":"Linking environmental assessment to environmental regulation through adaptive management","year":2011,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"EcoMetrix; Hutchinson (Canada)","funders":"","keywords":"Editorial board; On board; Archaeology; Geology; Library science; Geography","score_opus":0.01969895544534108,"score_gpt":0.2595494845707184,"score_spread":0.23985052912537733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966085279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79024637,0.00012427897,0.01888957,0.00020927057,0.000681106,0.0042376523,0.00028032577,0.00029571235,0.18503569],"genre_scores_gemma":[0.9147031,0.00176817,0.07607222,0.0012595109,0.00007678641,0.0006484893,0.0005214022,0.00015629604,0.0047940766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99354416,0.00029188735,0.0010930072,0.0019406407,0.0017226399,0.0014076857],"domain_scores_gemma":[0.9979133,0.000041195042,0.00039586145,0.00095912017,0.0000018229982,0.00068871584],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005511521,0.0012292371,0.0007107487,0.00023452527,0.00088996504,0.000164997,0.00082726945,0.00028999883,0.011436508],"category_scores_gemma":[0.0000010509641,0.0012050197,0.0002927611,0.0003468629,0.0007441258,0.0013020575,0.0024176983,0.000624795,0.0015587183],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062835275,0.008004226,0.66386926,0.00013029417,0.00200413,0.00077344244,0.007321511,0.00082284346,0.034671452,0.008831093,0.0046126717,0.2683307],"study_design_scores_gemma":[0.0022479864,0.0009514975,0.9509761,0.00012498538,0.00044872827,0.000033538967,0.009409515,0.00092719746,0.0013969195,0.0034461122,0.028341472,0.0016959526],"about_ca_topic_score_codex":0.0001847219,"about_ca_topic_score_gemma":0.000030437111,"teacher_disagreement_score":0.2871068,"about_ca_system_score_codex":0.0037140714,"about_ca_system_score_gemma":0.000010903783,"threshold_uncertainty_score":0.9992187},"labels":[],"label_agreement":null},{"id":"W1966395818","doi":"10.3152/147154602781766636","title":"Provisions for more meaningful public participation still elusive in proposed Canadian EA Bill","year":2002,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Manitoba","funders":"","keywords":"Parliament; Statute; Public engagement; Documentation; Public participation; Political science; Public relations; Key (lock); Public administration; Public involvement; First amendment; Law; Politics; Computer science; Computer security","score_opus":0.052236163678264474,"score_gpt":0.4016952834435752,"score_spread":0.34945911976531074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966395818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883986,0.000023358923,0.00014212195,0.0022532707,0.00015057331,0.0017829791,0.000102709295,0.00004398909,0.007102413],"genre_scores_gemma":[0.9975759,0.0000331601,0.0014620048,0.00021115202,0.00007057256,0.00023027264,0.00009259965,0.000034553046,0.0002897938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788004,0.00011563473,0.00033323173,0.00042991637,0.00039694915,0.00084419944],"domain_scores_gemma":[0.9990643,0.00015740021,0.00013048241,0.00020212925,0.00001257468,0.00043306986],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003854244,0.00029725363,0.0002788377,0.00017717197,0.00028835455,0.0001777427,0.00018743168,0.00014242166,0.0009795128],"category_scores_gemma":[0.00012108068,0.0002178682,0.00009457913,0.0004179769,0.00020977734,0.000825676,0.00010878647,0.00022053371,0.000031576237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003646876,0.000581136,0.9579051,0.000020099806,0.00005833472,0.0000153183,0.008623343,0.0001575777,0.0017064828,0.00020518634,0.0045252023,0.026165761],"study_design_scores_gemma":[0.002204703,0.00092520664,0.95331347,0.000027609443,0.00004914406,0.000008184942,0.0018378879,0.028116114,0.00015060988,0.00035522648,0.0123658255,0.00064599444],"about_ca_topic_score_codex":0.046372555,"about_ca_topic_score_gemma":0.03715385,"teacher_disagreement_score":0.027958537,"about_ca_system_score_codex":0.0009117281,"about_ca_system_score_gemma":0.00013757455,"threshold_uncertainty_score":0.9999337},"labels":[],"label_agreement":null},{"id":"W1966907136","doi":"10.1590/s1414-753x2012000300004","title":"Environmental impact assessment, from Rio-92 to Rio+20 and beyond","year":2012,"lang":"en","type":"article","venue":"Ambiente & sociedade","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Canada","keywords":"Earth Summit; Declaration; Summit; Convention on Biological Diversity; Underpinning; Sustainable development; Environmental planning; Strategic environmental assessment; Political science; Environmental impact assessment; Government (linguistics); Environmental resource management; Impact assessment; Convention; Business; Biodiversity; Public administration; Geography; Engineering; Environmental science; Law; Ecology","score_opus":0.008826838350069996,"score_gpt":0.2868421056480586,"score_spread":0.27801526729798864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966907136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98276114,0.00016762849,0.00017774836,0.00044827096,0.0003131343,0.00042716053,0.0002680107,0.00005839289,0.015378513],"genre_scores_gemma":[0.9931851,0.00010066206,0.002313158,0.0020411632,0.00021875864,0.00004019105,0.00012328016,0.000055706674,0.001921995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972754,0.00012314532,0.00032209553,0.0005397547,0.00072281755,0.0010167981],"domain_scores_gemma":[0.99847376,0.00007648752,0.00013571585,0.00037789467,0.0000013599125,0.00093480776],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030567407,0.00041466317,0.00033976068,0.000033745913,0.00044543543,0.000104091465,0.0003171092,0.00016614169,0.0061774235],"category_scores_gemma":[0.000010781067,0.00038188172,0.00019668834,0.00016703272,0.00038355016,0.0009638325,0.000771258,0.00033165934,0.0017086943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013456727,0.00043300044,0.8995939,0.0000016713004,0.000067643865,0.0000037822822,0.0033572137,0.000020839076,0.08266311,0.000024942521,0.008344847,0.005475576],"study_design_scores_gemma":[0.00061417755,0.00016276265,0.9774133,0.00000666945,0.00006159951,0.000005823974,0.0014904541,0.000051016606,0.0011990847,0.00029345392,0.018240526,0.00046115386],"about_ca_topic_score_codex":0.0010927008,"about_ca_topic_score_gemma":0.00005561516,"teacher_disagreement_score":0.08146403,"about_ca_system_score_codex":0.0011235108,"about_ca_system_score_gemma":0.000011909596,"threshold_uncertainty_score":0.9998633},"labels":[],"label_agreement":null},{"id":"W1967759167","doi":"10.2495/eid140441","title":"A methodology for pre-selecting sustainable development indicators (SDIs) with application to surface mining operations","year":2014,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainable development; Process (computing); Sustainability; Business; Mandate; Government (linguistics); Commission; Bureaucracy; Process management; Environmental resource management; Environmental planning; Computer science; Political science","score_opus":0.009661992982919409,"score_gpt":0.26114205120049944,"score_spread":0.25148005821758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967759167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5430747,0.0000032385983,0.45512998,0.00065007067,0.000018941624,0.0007714176,0.0000015513763,0.000013097814,0.00033697634],"genre_scores_gemma":[0.9584503,0.000010165218,0.038080487,0.00066809525,0.000010558394,0.0007825891,0.000005816497,0.00001771746,0.0019742663],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9987556,0.00022187611,0.00019628208,0.00034746274,0.00013627938,0.00034255025],"domain_scores_gemma":[0.9992947,0.00036006927,0.000055968736,0.0001748959,0.0000018451767,0.00011252901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008383484,0.00016231302,0.00019094997,0.000038878356,0.0010913549,0.000020577778,0.00013290867,0.00008616109,0.00020480948],"category_scores_gemma":[0.000015519314,0.000116483185,0.000032566375,0.000119569704,0.00031550645,0.000096316064,0.0000244936,0.0001288789,0.000048950526],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010061596,0.0008872919,0.045469183,0.000030108615,0.00030941036,0.0000015605235,0.02224654,0.85087514,0.0032881375,0.003678459,0.000044156885,0.07216385],"study_design_scores_gemma":[0.012317292,0.0041859415,0.8550202,0.000032072556,0.0006291852,0.000039171922,0.017423363,0.023453109,0.026201615,0.0031360828,0.055781424,0.0017805292],"about_ca_topic_score_codex":0.000086385306,"about_ca_topic_score_gemma":0.00033760665,"teacher_disagreement_score":0.827422,"about_ca_system_score_codex":0.000283331,"about_ca_system_score_gemma":0.00001199331,"threshold_uncertainty_score":0.83939296},"labels":[],"label_agreement":null},{"id":"W1968307472","doi":"10.1002/pam.1001","title":"Decision Aiding, Not Dispute Resolution: Creating Insights through Structured Environmental Decisions","year":2001,"lang":"en","type":"article","venue":"Journal of Policy Analysis and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":175,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Hydro (Canada); University of British Columbia","funders":"U.S. Department of Energy","keywords":"Stakeholder; Dispute resolution; Constructive; Public participation; Alternative dispute resolution; Process (computing); Stakeholder analysis; Decision analysis; Conflict resolution; Resolution (logic); Management science; Public relations; Political science; Business; Computer science; Economics; Law","score_opus":0.01586665060960755,"score_gpt":0.3015093436329304,"score_spread":0.28564269302332285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968307472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659269,0.00014467213,0.02546928,0.00046234147,0.00008480352,0.00012490238,0.0000068382196,0.000006918661,0.007773386],"genre_scores_gemma":[0.9818025,0.00630055,0.010340544,0.0006007547,0.00015180076,0.0000026695625,0.0000057044563,0.000011283655,0.00078418315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980329,0.00007714088,0.00058518886,0.00025262902,0.0007664338,0.00028567234],"domain_scores_gemma":[0.9990629,0.0000862453,0.00041679823,0.00022437367,0.000003803339,0.00020588926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026851922,0.00020007993,0.00036085054,0.00025220166,0.0004543325,0.000088719135,0.00025577922,0.00006474634,0.00067921006],"category_scores_gemma":[0.000035742163,0.00015360885,0.00029685855,0.0006956309,0.00016032261,0.0005747058,0.00041401637,0.0001441396,0.000026904554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009881607,0.0019741512,0.5029457,0.00002645188,0.008198431,0.0011636273,0.012676766,0.049254365,0.0146206645,0.0083729075,0.007970773,0.39180797],"study_design_scores_gemma":[0.00089098053,0.00016362389,0.95724696,0.000035704765,0.0011472937,0.00004314844,0.0012705137,0.0010328767,0.00020848309,0.0063444455,0.03136126,0.00025471317],"about_ca_topic_score_codex":0.00030239084,"about_ca_topic_score_gemma":0.00019520683,"teacher_disagreement_score":0.45430124,"about_ca_system_score_codex":0.0004541779,"about_ca_system_score_gemma":0.0000049860064,"threshold_uncertainty_score":0.7436874},"labels":[],"label_agreement":null},{"id":"W1968854538","doi":"10.1007/s10661-005-9098-0","title":"Development of a New Approach to Cumulative Effects Assessment: A Northern River Ecosystem Example","year":2006,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Parks Canada; University of New Brunswick; Environment and Climate Change Canada","funders":"","keywords":"Cumulative effects; Baseline (sea); Aquatic ecosystem; Environmental science; Environmental resource management; Ecosystem; Environmental monitoring; Water quality; Sustainable development; Ecosystem health; Environmental planning; Environmental impact assessment; Process (computing); Environmental protection; Water resource management; Ecosystem services; Ecology; Environmental engineering; Fishery; Computer science","score_opus":0.019524331112270518,"score_gpt":0.2754094772550352,"score_spread":0.25588514614276464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968854538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783388,0.000038053906,0.004799841,0.000021429352,0.00020811555,0.0007447921,0.00001565302,0.000043902637,0.015789427],"genre_scores_gemma":[0.87307096,0.000011852045,0.12535033,0.000016649574,0.00014829713,0.00010004752,0.00003459777,0.000044538163,0.0012227263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714124,0.00010968809,0.00057773775,0.0007229698,0.0009001701,0.00054817984],"domain_scores_gemma":[0.9989773,0.00006883423,0.00024257974,0.00033133477,0.0000021397616,0.000377805],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032175172,0.0004336151,0.00044524833,0.000068702684,0.0003798332,0.000056933874,0.00026833487,0.00011289279,0.00014555415],"category_scores_gemma":[0.000002960768,0.0004159027,0.000098213764,0.00016655696,0.00013989625,0.0003161997,0.0005782846,0.00023873424,0.00013081604],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001656578,0.0011049168,0.88984287,0.00004834526,0.00008746819,0.0000066501425,0.0035795625,0.0017603284,0.07166388,0.00008672728,0.00012085445,0.031681817],"study_design_scores_gemma":[0.00092103274,0.0001175068,0.9808772,0.00006141317,0.000046625308,0.000004198328,0.0010960916,0.00021610006,0.010421494,0.0001885679,0.0055781635,0.0004715602],"about_ca_topic_score_codex":0.0012968428,"about_ca_topic_score_gemma":0.000060059425,"teacher_disagreement_score":0.12055048,"about_ca_system_score_codex":0.0013892056,"about_ca_system_score_gemma":0.000042155672,"threshold_uncertainty_score":0.9998293},"labels":[],"label_agreement":null},{"id":"W1969047427","doi":"10.1186/1471-2458-8-138","title":"Learning from a Rapid Health Impact Assessment of a proposed maternity service reconfiguration in the English NHS","year":2008,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Public health; Biostatistics; Population; Environmental health; Unit (ring theory); Health care; Health impact assessment; Nursing; Economic growth","score_opus":0.057780447750094895,"score_gpt":0.3378735228437285,"score_spread":0.2800930750936336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969047427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929577,0.000028163297,0.0003333074,0.0030933858,0.0000893834,0.0007240913,0.00002555738,0.000036238354,0.0027121366],"genre_scores_gemma":[0.9965389,0.0001643178,0.0010452188,0.0019757838,0.000061114806,0.000027802542,0.00012675204,0.000015290765,0.000044855537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964564,0.0014676997,0.0005709559,0.000299611,0.0006431888,0.00056216615],"domain_scores_gemma":[0.9988699,0.00012561984,0.00044466148,0.0002779214,0.0000123970785,0.00026951215],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022262628,0.00017634648,0.00033134237,0.000050684444,0.00037733215,0.000049429887,0.00032448585,0.00006980415,0.0012392955],"category_scores_gemma":[0.00008143184,0.00012816823,0.00007244693,0.00045888152,0.00010205073,0.00053124945,0.00009136746,0.00036758624,0.000034997352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009522442,0.00046615748,0.9654053,0.000033017193,0.000009238792,0.000001523944,0.027146732,0.00033748455,0.00016044501,0.000012286224,0.0004739814,0.005944324],"study_design_scores_gemma":[0.0005632822,0.00042497614,0.9921238,0.000018398425,0.0000013684042,0.0000034540165,0.004149445,0.0013837704,0.000012962994,0.00003985792,0.0011670422,0.00011167168],"about_ca_topic_score_codex":0.04053225,"about_ca_topic_score_gemma":0.0039045732,"teacher_disagreement_score":0.03662768,"about_ca_system_score_codex":0.0015416634,"about_ca_system_score_gemma":0.00063789473,"threshold_uncertainty_score":0.9996737},"labels":[],"label_agreement":null},{"id":"W1969160447","doi":"10.1007/s10668-014-9538-5","title":"Putting Health Impact Assessment into practice through the lenses of diffusion of innovations theory: a review","year":2014,"lang":"en","type":"review","venue":"Environment Development and Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Perspective (graphical); Context (archaeology); Plan (archaeology); Diffusion of innovations; Management science; Resource (disambiguation); Health impact assessment; Knowledge management; Sociology; Engineering ethics; Political science; Computer science; Medicine; Engineering; Social science; Public health; Artificial intelligence","score_opus":0.023048022615992005,"score_gpt":0.3915397751946592,"score_spread":0.36849175257866723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969160447","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011980609,0.9898657,0.0026910668,0.0016274068,0.00006397771,0.003623928,0.000017881152,0.000020181958,0.0008917852],"genre_scores_gemma":[0.0027609242,0.98775727,0.008430355,0.00039905935,0.000021873286,0.00024314944,0.000119618584,0.00004317989,0.0002246012],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99430835,0.0016755668,0.0018695367,0.0006784372,0.0009445672,0.00052355975],"domain_scores_gemma":[0.9960606,0.000907913,0.0020975368,0.00076986925,0.000023154404,0.00014092289],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004553851,0.0006298129,0.0019313709,0.000056095065,0.00054683565,0.000026290256,0.00048882636,0.00018451574,0.00048991165],"category_scores_gemma":[0.000492874,0.00039639114,0.00035733415,0.00043701724,0.00093422335,0.00035817776,0.0011242753,0.00048449798,0.000012835768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007857813,0.0005105653,0.0023648615,0.017878368,0.0001958186,0.0000014257962,0.0028529016,0.0000109203675,9.0761154e-7,0.0005273103,0.00040220487,0.97524685],"study_design_scores_gemma":[0.000197017,0.00023864962,0.0060447785,0.0037995165,0.00036510936,0.000007595258,0.0011083166,0.0000026848563,0.0000028053273,0.0030421582,0.9847959,0.00039541707],"about_ca_topic_score_codex":0.00041414495,"about_ca_topic_score_gemma":0.0000074706923,"teacher_disagreement_score":0.9843938,"about_ca_system_score_codex":0.0031859064,"about_ca_system_score_gemma":0.0005250289,"threshold_uncertainty_score":0.9998488},"labels":[],"label_agreement":null},{"id":"W1969326715","doi":"10.1177/002071520204300104","title":"The Globalization of Environmental Protection: The Case of Environmental Impact Assessment","year":2002,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Legislation; Globalization; Argument (complex analysis); Environmental degradation; International community; Environmental impact assessment; Environmental hazard; Environmental law; Political science; Environmental politics; Politics; Business; Environmental planning; Environmental resource management; Environmental protection; Economics; Law; Geography","score_opus":0.031346706475047975,"score_gpt":0.35550491139380996,"score_spread":0.324158204918762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969326715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957189,0.00028884277,0.0008342719,0.0005996042,0.00039403155,0.00021423183,0.000068226575,0.00000234028,0.0018795339],"genre_scores_gemma":[0.99928933,0.000286473,0.00012390537,0.00006288243,0.000108829285,0.000006656712,0.00000400661,0.0000069260145,0.00011101421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998171,0.0004089381,0.00063248264,0.000119213306,0.00049924676,0.0001691674],"domain_scores_gemma":[0.9985689,0.0002145384,0.0010032549,0.00013586393,0.000014870326,0.0000625723],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004456708,0.00015343685,0.00026065102,0.000030934363,0.00022180098,0.000017207274,0.00048810168,0.00007273444,0.002989838],"category_scores_gemma":[0.000015217078,0.00008886796,0.0002427344,0.000053173426,0.0015955267,0.00024545242,0.00017723218,0.00025971164,0.000029822408],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080945936,0.00516379,0.6458394,0.0000105324225,0.004267725,0.00049696857,0.044134997,0.019044794,0.20772375,0.004501301,0.006738419,0.061268877],"study_design_scores_gemma":[0.0018605329,0.0015656429,0.96796525,0.000020346552,0.000114688926,0.0019106531,0.010299918,0.004343116,0.0031081212,0.005196376,0.003354299,0.00026105397],"about_ca_topic_score_codex":0.0000559651,"about_ca_topic_score_gemma":0.000015160032,"teacher_disagreement_score":0.32212585,"about_ca_system_score_codex":0.0006840598,"about_ca_system_score_gemma":0.00001286827,"threshold_uncertainty_score":0.9979216},"labels":[],"label_agreement":null},{"id":"W1969703078","doi":"10.1016/j.eiar.2004.12.003","title":"Citizen involvement in sustainability-centred environmental assessment follow-up","year":2005,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":101,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainability; Stewardship (theology); Environmental stewardship; Environmental planning; Credibility; Citizen journalism; Work (physics); Strategic environmental assessment; Public participation; Environmental resource management; Political science; Environmental impact assessment; Business; Public relations; Engineering; Politics","score_opus":0.014436129966391282,"score_gpt":0.3206159041963598,"score_spread":0.30617977422996856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969703078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96662486,0.0077042314,0.00019714325,0.0029420543,0.000411606,0.0051170164,0.00022598168,0.0001651979,0.016611911],"genre_scores_gemma":[0.9682223,0.022013191,0.0020690095,0.0031774996,0.00017047564,0.00058338145,0.0007016041,0.00015127067,0.002911255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99138963,0.00080982206,0.0018417521,0.0016313423,0.0022893574,0.0020380677],"domain_scores_gemma":[0.9968341,0.00014500892,0.0006509469,0.0013768143,0.000004318798,0.0009888371],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0013372231,0.0013329455,0.0014402214,0.00018003659,0.00046561382,0.00015503826,0.0010971251,0.00029845015,0.04897716],"category_scores_gemma":[0.000036801874,0.0012236475,0.00087477517,0.00051715295,0.0006994518,0.0018417862,0.0014087032,0.0010711799,0.0016769008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050323233,0.0038519916,0.9179218,0.00023059845,0.00018873127,0.00008279493,0.0006682521,0.0006233581,0.007154649,0.0000699039,0.007666106,0.061491486],"study_design_scores_gemma":[0.004265698,0.00064191344,0.9427981,0.0004911778,0.00025738848,0.00004201049,0.0020126149,0.00088537595,0.00031926075,0.0004288348,0.046100665,0.0017569553],"about_ca_topic_score_codex":0.00053360366,"about_ca_topic_score_gemma":0.00021234182,"teacher_disagreement_score":0.05973453,"about_ca_system_score_codex":0.028112516,"about_ca_system_score_gemma":0.00015865536,"threshold_uncertainty_score":0.9999422},"labels":[],"label_agreement":null},{"id":"W1969816098","doi":"10.3152/147154601781766916","title":"Improving the practice of cumulative effects assessment in Canada","year":2001,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The King's University; University of Calgary","funders":"","keywords":"Variety (cybernetics); Context (archaeology); Cumulative effects; Environmental planning; Environmental resource management; Computer science; Geography; Environmental science","score_opus":0.012894370751067908,"score_gpt":0.3700254697543543,"score_spread":0.3571310990032864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969816098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772547,0.000053317857,0.00037314283,0.00043805654,0.00021519962,0.00079434883,0.000011979282,0.000013272468,0.020846007],"genre_scores_gemma":[0.99778867,0.000099115634,0.0016784244,0.00022974174,0.00004585878,0.00006269062,0.000011923825,0.000022267875,0.00006133213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997555,0.00040075608,0.00041103654,0.0003377059,0.0007689155,0.00052654324],"domain_scores_gemma":[0.99796945,0.00129933,0.00033018272,0.00026561055,0.000010459414,0.00012495239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007710053,0.00029528516,0.00034431773,0.00005004836,0.00017897226,0.000062540304,0.00025708482,0.00006753744,0.00022074129],"category_scores_gemma":[0.00012387005,0.00019898362,0.00007377098,0.0004492222,0.00018806935,0.00071930874,0.00030646846,0.0004359588,0.0000031873412],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006906333,0.00022805312,0.975259,0.000019222698,0.00006482719,0.00004637414,0.0010671286,0.00036547254,0.0035483753,0.00011628955,0.0004447545,0.01877141],"study_design_scores_gemma":[0.0010362203,0.0003377271,0.9883675,0.000024716413,0.000053331372,0.000028151058,0.0033742832,0.004961181,0.00020877091,0.000070296344,0.0012647553,0.0002730495],"about_ca_topic_score_codex":0.8676008,"about_ca_topic_score_gemma":0.31068718,"teacher_disagreement_score":0.55691355,"about_ca_system_score_codex":0.0016183791,"about_ca_system_score_gemma":0.00073616,"threshold_uncertainty_score":0.81143165},"labels":[],"label_agreement":null},{"id":"W1970057142","doi":"10.1007/s00267-004-0067-0","title":"Integrating Strategic Environmental Assessment with Industry Planning: A Case Study of the Pasquai-Porcupine Forest Management Plan, Saskatchewan, Canada","year":2004,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Plan (archaeology); Strategic environmental assessment; Environmental resource management; Business; Environmental planning; Strategic planning; Forest management; Order (exchange); Environmental impact assessment; Geography; Marketing; Ecology; Environmental science; Forestry","score_opus":0.012549880832638407,"score_gpt":0.2370975225164825,"score_spread":0.22454764168384408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970057142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865575,0.000022803417,0.00014715453,0.00011685729,0.000201047,0.0024937948,0.000047266076,0.000036727157,0.010376836],"genre_scores_gemma":[0.996288,0.000011681764,0.0013502816,0.00034320768,0.000039920153,0.00027095323,0.000035470384,0.00007957304,0.0015808906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954322,0.00017663553,0.0007872796,0.000945757,0.0018398425,0.0008183073],"domain_scores_gemma":[0.9981804,0.000029293338,0.0005023811,0.0009756844,0.0000011184167,0.00031115508],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027546225,0.0007234618,0.0004682833,0.00006855,0.00069437496,0.000069113215,0.00079867546,0.0001547677,0.0007473218],"category_scores_gemma":[7.603243e-7,0.0005359567,0.00012321793,0.0003054365,0.00046867857,0.00031800006,0.0014649477,0.00077806326,0.00002449146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006588761,0.0038998541,0.9261656,0.00004866143,0.0005834514,0.006652839,0.00313047,0.056583278,0.00067224586,0.00010526304,0.00017336383,0.0019190795],"study_design_scores_gemma":[0.0038553,0.0008013489,0.6721851,0.000094704636,0.00032572515,0.00033267698,0.3208631,0.0000802557,0.0002369322,0.00020773849,0.00033587305,0.0006812104],"about_ca_topic_score_codex":0.11384891,"about_ca_topic_score_gemma":0.23393402,"teacher_disagreement_score":0.31773263,"about_ca_system_score_codex":0.0034668804,"about_ca_system_score_gemma":0.000044107364,"threshold_uncertainty_score":0.9997092},"labels":[],"label_agreement":null},{"id":"W1970219229","doi":"10.1016/j.eiar.2010.08.001","title":"Bringing science into river systems cumulative effects assessment practice","year":2010,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":122,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Cumulative effects; Watershed; Environmental resource management; Globe; Process (computing); Scale (ratio); Conceptual framework; Sustainability; Environmental planning; Drainage basin; Environmental science; Computer science; Geography; Ecology; Psychology; Sociology","score_opus":0.0075860666337018365,"score_gpt":0.3662456978348396,"score_spread":0.3586596312011378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970219229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93188596,0.0030338739,0.0012933755,0.0006693655,0.0017443409,0.0038254305,0.000035176094,0.00020173725,0.057310734],"genre_scores_gemma":[0.9786685,0.0055309082,0.013010275,0.0015554363,0.00017670805,0.00026189306,0.00007312431,0.0000994122,0.00062375906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99301517,0.00047432317,0.0009573874,0.0013059399,0.0028652793,0.0013819032],"domain_scores_gemma":[0.99652815,0.00041042676,0.0007815059,0.0012266105,0.000014157231,0.0010391437],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0029210618,0.00089621684,0.0009350449,0.00013863882,0.0011911371,0.00035619273,0.001189869,0.00018880643,0.0048876246],"category_scores_gemma":[0.00021463344,0.00075895723,0.00041047792,0.00079572084,0.0021626325,0.003875297,0.0014450289,0.0013655224,0.001380494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003373568,0.0036728617,0.5209854,0.0009546842,0.00045833804,0.00026080944,0.0016446784,0.000946173,0.40024176,0.0010731915,0.0049435673,0.06478476],"study_design_scores_gemma":[0.0011967267,0.00059912686,0.9597255,0.0008300804,0.0004733508,0.00018601966,0.00035978205,0.0027126048,0.0010138215,0.00024429488,0.031189376,0.0014693266],"about_ca_topic_score_codex":0.001191056,"about_ca_topic_score_gemma":0.000013392662,"teacher_disagreement_score":0.43874004,"about_ca_system_score_codex":0.0041998504,"about_ca_system_score_gemma":0.0001753674,"threshold_uncertainty_score":0.9996228},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.013224621700425192,"score_gpt":0.2721689406989971,"score_spread":0.2589443189985719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970916291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815635,0.00009647882,0.00009556954,0.0007073087,0.00009586841,0.00069016864,0.000007642801,0.0000064865512,0.016736947],"genre_scores_gemma":[0.99142545,0.0021934996,0.0030476514,0.001286279,0.000056795405,0.00007456146,0.000010892975,0.000032171294,0.0018727095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99664104,0.00026382285,0.00093574746,0.0004809443,0.00096514507,0.0007133064],"domain_scores_gemma":[0.99889326,0.00012210928,0.000432031,0.0002952709,0.0000011951856,0.00025615844],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077512686,0.0004568476,0.00049783534,0.00024707106,0.00024889637,0.00019697685,0.0004551012,0.00011747179,0.0016242943],"category_scores_gemma":[0.0000036419135,0.0003313685,0.000119074735,0.00020745906,0.0003247074,0.0013401948,0.00066791347,0.0005120982,0.00001151678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013225574,0.0027005065,0.9415816,0.000054479955,0.0002209248,0.00049927743,0.0028189416,0.005430155,0.015039757,0.0010400286,0.00039628756,0.03008579],"study_design_scores_gemma":[0.002433939,0.00060790917,0.9786719,0.00008018875,0.00006254182,0.00008395981,0.010400263,0.0003949859,0.000046877027,0.0035644737,0.0032609785,0.00039197563],"about_ca_topic_score_codex":0.022721907,"about_ca_topic_score_gemma":0.01509146,"teacher_disagreement_score":0.037090313,"about_ca_system_score_codex":0.0029005276,"about_ca_system_score_gemma":0.000048262656,"threshold_uncertainty_score":0.9999138},"labels":[],"label_agreement":null},{"id":"W1970943829","doi":"10.1002/ieam.1324","title":"Exploring SETAC's roles in the global dialogue on sustainability—an opening debate","year":2012,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Session (web analytics); Sustainability; Proposition; Political science; Plenary session; Advisory committee; Public administration; Public relations; Environmental ethics; Library science; Engineering ethics; Engineering; Business; Computer science; Epistemology; Philosophy","score_opus":0.036671868690784974,"score_gpt":0.30163212986069804,"score_spread":0.26496026116991306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970943829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783648,0.000045342204,0.0002247686,0.00040482744,0.00018041774,0.0009890865,0.000023894747,0.000041947304,0.019724885],"genre_scores_gemma":[0.99708235,0.0005684621,0.00068927556,0.00086747785,0.000056838147,0.00043900372,0.000107939835,0.000025388947,0.00016325297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972563,0.00036165863,0.00036468048,0.00051893207,0.00068643433,0.0008120257],"domain_scores_gemma":[0.999204,0.000047036243,0.00009684439,0.0004060824,0.0000011589601,0.00024488728],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008512934,0.00041352113,0.0002502506,0.0000552495,0.00034880821,0.00014229365,0.00044825664,0.00007229618,0.0005370714],"category_scores_gemma":[0.0000046387768,0.00030093984,0.000076704644,0.0002558016,0.0002902065,0.00154165,0.0005129372,0.00030807033,0.00013944197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006688332,0.0017280881,0.91385233,0.000016074662,0.000058047703,0.000059153477,0.0022781454,0.0006721285,0.00021402074,0.0032976803,0.00017170788,0.07758575],"study_design_scores_gemma":[0.0006569293,0.0002607506,0.96950114,0.000021973245,0.000052055384,0.000008805969,0.02051201,0.00023439279,0.00007213508,0.0008350249,0.0074577956,0.00038696412],"about_ca_topic_score_codex":0.0005884245,"about_ca_topic_score_gemma":0.00024192223,"teacher_disagreement_score":0.07719879,"about_ca_system_score_codex":0.0023821325,"about_ca_system_score_gemma":0.0000056509957,"threshold_uncertainty_score":0.99994427},"labels":[],"label_agreement":null},{"id":"W1971678816","doi":"10.3986/ags52203","title":"Evaluation of Public Participation in Environmental Assessment Policies: The Case of Slovenia and Canada","year":2012,"lang":"en","type":"article","venue":"Acta geographica Slovenica","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Space (punctuation); Politics; Process (computing); Public participation; Environmental policy; Environmental planning; Public policy; Political science; Environmental impact assessment; Regional science; Public space; Power (physics); Public administration; Environmental resource management; Sociology; Geography; Engineering; Economics; Computer science; Architectural engineering","score_opus":0.024007403221429354,"score_gpt":0.310439712339813,"score_spread":0.28643230911838363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971678816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968777,0.00013735381,0.000004851229,0.0005028734,0.000060263203,0.00033718385,0.000035133846,0.0000030341998,0.0020416465],"genre_scores_gemma":[0.99964345,0.000094572504,0.00009351051,0.000085257736,0.000015854193,0.000038376624,0.000010770516,0.000009604496,0.000008629833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791306,0.00043595603,0.00037512457,0.00016330388,0.0007545271,0.00035802278],"domain_scores_gemma":[0.999199,0.00013783238,0.00023870239,0.00027334772,0.000006216383,0.00014492254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019134111,0.00013451108,0.00018145533,0.000046387857,0.00010280956,0.000010755293,0.00015305115,0.0000625506,0.0006155739],"category_scores_gemma":[0.00006570949,0.00010605611,0.00005127945,0.00022778065,0.0004026165,0.00034046976,0.00020892938,0.00013345949,0.0000015038355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035772364,0.0003606027,0.9846278,0.0000043382115,0.000036108864,0.0000020842185,0.00056759757,0.00004417614,0.0068211574,0.00009369975,0.00008753825,0.007351312],"study_design_scores_gemma":[0.00041450822,0.00004996522,0.9963365,0.0000052483524,0.00010892407,0.000017097975,0.0014383927,0.00064422697,0.00031157158,0.00015966903,0.0004056122,0.00010828651],"about_ca_topic_score_codex":0.3158453,"about_ca_topic_score_gemma":0.3428923,"teacher_disagreement_score":0.027046977,"about_ca_system_score_codex":0.00039783373,"about_ca_system_score_gemma":0.000059751692,"threshold_uncertainty_score":0.6887105},"labels":[],"label_agreement":null},{"id":"W1972733012","doi":"10.1111/j.1541-0064.2007.00187_5.x","title":"edited by HelgaLeitner, JamiePeck, and Eric S.Sheppard, The Guilford Press, New York &amp; London, 2006, x + 340 pp., paper US$30.00 (ISBN 1‐59385‐320‐3)","year":2007,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Peck (Imperial); Citation; Library science; Media studies; Sociology; Computer science; Mathematics","score_opus":0.009345572075949004,"score_gpt":0.2028156978614005,"score_spread":0.1934701257854515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972733012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637017,0.01594504,0.000014728737,0.0028547647,0.0011055676,0.00098779,0.0006357457,0.00013927504,0.014615334],"genre_scores_gemma":[0.9496755,0.025974253,0.00060863054,0.008481375,0.00088606356,0.0001396942,0.00047729103,0.00022546014,0.013531744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99508727,0.0001255494,0.00068070146,0.00097643887,0.0007021466,0.0024279172],"domain_scores_gemma":[0.9957714,0.00017700733,0.00025532077,0.0009657962,0.000025208972,0.002805287],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00057225564,0.00080023136,0.00054302055,0.0005229561,0.0016066188,0.00032181168,0.0010710795,0.00038292815,0.0021908882],"category_scores_gemma":[0.00007845708,0.00068469427,0.00032333194,0.0030202924,0.0035681985,0.00066502194,0.00025854938,0.0005400189,0.00010748178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002983241,0.000055470307,0.39634895,0.000015829899,0.00017084391,0.00004269825,0.0011198239,0.000019129267,0.00053528836,0.00020841972,0.59108454,0.010369149],"study_design_scores_gemma":[0.00047621608,0.000103110484,0.26474395,0.000025220343,0.00008099403,0.0000361498,0.0017642865,0.0000030491117,0.000049806757,0.0005608498,0.7314496,0.0007067597],"about_ca_topic_score_codex":0.87488407,"about_ca_topic_score_gemma":0.9814405,"teacher_disagreement_score":0.14036506,"about_ca_system_score_codex":0.0003690148,"about_ca_system_score_gemma":0.00008017777,"threshold_uncertainty_score":0.99969316},"labels":[],"label_agreement":null},{"id":"W1973679888","doi":"10.3152/146155111x12959673796209","title":"Application of a contribution to sustainability test by the Joint Review Panel for the Canadian Mackenzie Gas Project","year":2011,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainability; Pace; Equity (law); Test (biology); Environmental impact assessment; Environmental resource management; Business; Political science; Economics; Geography","score_opus":0.04436771655261382,"score_gpt":0.38357150068032475,"score_spread":0.3392037841277109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973679888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9247309,0.0018348292,0.013901356,0.014922383,0.00034797273,0.034154713,0.0019490989,0.00010871529,0.008050014],"genre_scores_gemma":[0.9976237,0.00028839527,0.00033213064,0.00052364665,0.000034477685,0.0010289588,0.00010192242,0.000016895383,0.00004990285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984065,0.00013471636,0.00034066223,0.0002963832,0.00033832158,0.0004833919],"domain_scores_gemma":[0.9989032,0.00034514625,0.00019724893,0.0003525932,0.00003907566,0.0001627114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013287283,0.00022758907,0.00026990363,0.000032696964,0.0004944759,0.000054754713,0.0002916739,0.00007749908,0.00013834637],"category_scores_gemma":[0.00029002497,0.00012676342,0.00012636249,0.0003359431,0.00031743868,0.00020317585,0.00012851554,0.00016504302,0.0000054293905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016141041,0.00080131297,0.8438452,0.00036529984,0.00019241897,0.0000017423737,0.0047353464,0.000009870041,0.0041099554,0.0011013873,0.053621806,0.09105428],"study_design_scores_gemma":[0.0008099213,0.001228644,0.9538872,0.00007345559,0.0002423599,0.000012895558,0.0014299965,0.0010006387,0.0009710243,0.00084689946,0.039071474,0.00042544026],"about_ca_topic_score_codex":0.22551359,"about_ca_topic_score_gemma":0.027831968,"teacher_disagreement_score":0.19768162,"about_ca_system_score_codex":0.00084804324,"about_ca_system_score_gemma":0.00032321777,"threshold_uncertainty_score":0.98990756},"labels":[],"label_agreement":null},{"id":"W1974004674","doi":"10.2495/sdp-v1-n3-287-302","title":"An integrated and shared approach to sea of the regional town master plan of Sicily","year":2006,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Strategic environmental assessment; Dashboard; Plan (archaeology); Sicilian; Environmental planning; Work (physics); Action plan; Environmental resource management; Master plan; Process (computing); Business; Ranking (information retrieval); Land use; Regional planning; Urban planning; Environmental impact assessment; Computer science; Geography; Political science; Engineering; Civil engineering; Management; Economics","score_opus":0.01975608542015713,"score_gpt":0.24864848618485344,"score_spread":0.2288924007646963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974004674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99630815,0.000035417885,0.00065624923,0.00013363251,0.00005032297,0.00007871193,0.00000542788,0.000001607038,0.002730499],"genre_scores_gemma":[0.994536,0.000003206937,0.004632587,0.00010603611,0.00003410687,0.0000014933554,0.000012221574,0.00000443483,0.0006699479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906623,0.000026415364,0.00029180077,0.00008536489,0.0004098125,0.0001203976],"domain_scores_gemma":[0.9996163,0.00002283456,0.00021699822,0.000038171263,0.000047960537,0.000057690744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024576258,0.00008147471,0.00011904911,0.00006729944,0.000063429696,0.000034825283,0.00021605352,0.000032839762,0.000048634738],"category_scores_gemma":[0.000013556285,0.000056685974,0.00002315426,0.000085537926,0.000080329344,0.0002938813,0.00012525557,0.00008414209,3.383778e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018688651,0.00020969393,0.9774249,0.000017133527,0.00007479066,0.000047577654,0.009918397,0.0037503312,0.0034432122,0.00026838575,0.0016845474,0.0029741307],"study_design_scores_gemma":[0.00041009803,0.00006337671,0.97553754,0.00006972959,0.000008945489,0.00003410112,0.016125528,0.00015026353,0.0023269737,0.0003172422,0.0048632263,0.000092954615],"about_ca_topic_score_codex":0.00021587734,"about_ca_topic_score_gemma":0.0000050817566,"teacher_disagreement_score":0.0062071304,"about_ca_system_score_codex":0.0001268121,"about_ca_system_score_gemma":0.000036692083,"threshold_uncertainty_score":0.23115869},"labels":[],"label_agreement":null},{"id":"W1976386675","doi":"10.1080/00343404.2011.585150","title":"Climate Change Policies of City Governments in Federal Systems: An Analysis of Vancouver, Melbourne and New York City","year":2011,"lang":"en","type":"article","venue":"Regional Studies","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Typology; Climate change; Government (linguistics); Public administration; Political science; Public policy; Economic growth; Geography; Economics; Archaeology","score_opus":0.17786228241350718,"score_gpt":0.3295551057813471,"score_spread":0.15169282336783993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976386675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976132,0.00073839794,0.000005781789,0.000030351324,0.000059691578,0.0001357326,0.00003197765,0.0000055528067,0.0013793503],"genre_scores_gemma":[0.99811554,0.0014846085,0.00014811145,0.000064460924,0.00002176587,0.000009864992,0.0000025860213,0.000005270799,0.00014778924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998886,0.000057113317,0.0002659932,0.00018713051,0.00039199358,0.00021179112],"domain_scores_gemma":[0.9995591,0.000030483778,0.00020943729,0.00010993592,0.000004617152,0.00008645057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017973238,0.0001302129,0.0004158734,0.000047040638,0.00009512061,0.0000053432236,0.00011042526,0.000043632277,0.0000725009],"category_scores_gemma":[0.000009600199,0.000109447945,0.00007061595,0.00025715897,0.00033567272,0.00022802703,0.0002340247,0.00004875574,0.0000012857925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031231415,0.00018825373,0.990556,0.000015326857,0.00025705874,0.0000012927474,0.008056301,0.000018564067,0.00012689029,0.00013430412,0.00018126439,0.0004334898],"study_design_scores_gemma":[0.00024776792,0.00010346183,0.99071,0.000032846758,0.00010563163,3.468678e-7,0.008263793,0.00005433928,0.00008793624,0.00023943934,0.0000519584,0.00010244111],"about_ca_topic_score_codex":0.027792186,"about_ca_topic_score_gemma":0.0139871985,"teacher_disagreement_score":0.013804988,"about_ca_system_score_codex":0.00023785376,"about_ca_system_score_gemma":0.0000034304514,"threshold_uncertainty_score":0.9786818},"labels":[],"label_agreement":null},{"id":"W1976498502","doi":"10.2118/157567-ms","title":"Land-Based Disposal Rules and Regulations: How Three Different High-Performance Fluids Rate in Three Different Regions","year":2012,"lang":"en","type":"article","venue":"International Conference on Health, Safety and Environment in Oil and Gas Exploration and Production","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ranking (information retrieval); Drilling; Drilling fluid; Groundwater; Waste disposal; Waste management; Environmental science; Petroleum engineering; Engineering; Computer science","score_opus":0.045969951115982954,"score_gpt":0.2732046228020144,"score_spread":0.22723467168603145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976498502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.914193,0.00017103077,0.0005358426,0.084502816,0.00020750547,0.00018095679,0.000017722048,0.0000128626025,0.00017828152],"genre_scores_gemma":[0.94486153,0.054300036,0.00013724554,0.00024219068,0.00008495836,0.00006514974,0.00012068197,0.000009744786,0.00017846032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987259,0.000117663025,0.00028291938,0.00036993308,0.0002554548,0.0002481465],"domain_scores_gemma":[0.99957377,0.000043347256,0.00011617758,0.0001145889,0.0000033330875,0.00014878936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032576526,0.00020943131,0.00019995586,0.00008003231,0.0002476166,0.000058414553,0.000055011325,0.00007737238,0.000077878554],"category_scores_gemma":[0.00001398808,0.0001752196,0.000014449497,0.000046501053,0.00022488326,0.0007606594,0.000077641715,0.00017762557,0.0000068713257],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003832794,0.0004538408,0.5851282,0.000060633414,0.0000144751975,8.6816175e-7,0.0013795234,0.00094701763,0.0014482755,0.004707669,0.00002503827,0.4054512],"study_design_scores_gemma":[0.0008510691,0.00020186086,0.9715333,0.00010826858,0.0000070300034,0.0000033806195,0.00022030911,0.00907937,0.00019301257,0.017131494,0.00046184624,0.00020907092],"about_ca_topic_score_codex":0.0002713638,"about_ca_topic_score_gemma":0.0009155935,"teacher_disagreement_score":0.40524215,"about_ca_system_score_codex":0.00021647058,"about_ca_system_score_gemma":0.0000066117095,"threshold_uncertainty_score":0.7145248},"labels":[],"label_agreement":null},{"id":"W1976959358","doi":"10.1080/14615517.2014.941233","title":"First steps toward best practice SEA in a developing nation: lessons from the central Namib uranium rush SEA","year":2014,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Best practice; Strategic environmental assessment; Baseline (sea); Environmental planning; Process (computing); Good practice; Environmental resource management; Political science; Environmental science; Environmental impact assessment; Computer science; Engineering ethics; Engineering; Law","score_opus":0.041975443834939966,"score_gpt":0.3902467384809496,"score_spread":0.34827129464600964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976959358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673039,0.00007463574,0.002688425,0.012916206,0.0005001742,0.0008365328,0.000103588405,0.00006048629,0.015516065],"genre_scores_gemma":[0.994478,0.00023168708,0.003983065,0.00075787975,0.00027696125,0.00007065562,0.000108453074,0.00003550339,0.000057785615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971955,0.00043572212,0.00038745382,0.0005039754,0.0007386297,0.00073872606],"domain_scores_gemma":[0.9981522,0.0011513334,0.00022017494,0.0002798742,0.000011140552,0.00018527388],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00073558994,0.00038224124,0.00033072234,0.000048235946,0.00041680675,0.0003342197,0.00037725893,0.0001609538,0.00032354394],"category_scores_gemma":[0.00017495103,0.0002773977,0.000106420266,0.00039994015,0.00024243238,0.0011625991,0.0003643454,0.00042710616,0.00005888199],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010612333,0.00053908705,0.9805026,0.000016397315,0.00010430733,0.000014160309,0.005991035,0.00017469085,0.0004770655,0.00064542796,0.0021101283,0.0093189515],"study_design_scores_gemma":[0.0012959088,0.0003333489,0.96751595,0.00006108354,0.00006607014,0.000016361357,0.0031785944,0.0022546544,0.000105196224,0.00025292448,0.024456194,0.00046371866],"about_ca_topic_score_codex":0.016810559,"about_ca_topic_score_gemma":0.0036011075,"teacher_disagreement_score":0.027174123,"about_ca_system_score_codex":0.00085848174,"about_ca_system_score_gemma":0.00013369446,"threshold_uncertainty_score":0.9999678},"labels":[],"label_agreement":null},{"id":"W1977118764","doi":"10.1089/env.2009.0018","title":"Humboldt County General Plan Update Health Impact Assessment: A Case Study","year":2009,"lang":"en","type":"article","venue":"Environmental Justice","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Health impact assessment; Equity (law); Plan (archaeology); Public health; Environmental planning; Health equity; General plan; Community development; Needs assessment; Business; Political science; Geography; Economic growth; Medicine; Engineering; Nursing; Economics; Civil engineering","score_opus":0.015907242939514395,"score_gpt":0.3378474217908831,"score_spread":0.3219401788513687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977118764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929127,0.00008105549,0.0002365003,0.00029075827,0.00025679191,0.0010477896,0.00017772222,0.00010239675,0.0048942696],"genre_scores_gemma":[0.99432904,0.00013048643,0.0014650103,0.003043799,0.00020658625,0.000031571664,0.00013232576,0.000050645154,0.0006105204],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99614483,0.0003578624,0.00061732123,0.00083609525,0.0010266515,0.0010172396],"domain_scores_gemma":[0.9983164,0.00004679866,0.0003025551,0.0006237711,0.0000012152916,0.00070927455],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006008976,0.0005787968,0.0005064512,0.000057549758,0.000981356,0.00012971225,0.00042740587,0.00012021523,0.004784513],"category_scores_gemma":[0.0000069340667,0.0005319469,0.00019267904,0.00021436605,0.00025398628,0.000758703,0.00033781733,0.00048749868,0.00083624746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014998994,0.012969942,0.88911635,0.000026478803,0.00028273166,0.007976311,0.009514045,0.0059472155,0.011092643,0.0000898054,0.011423284,0.051411215],"study_design_scores_gemma":[0.0020975936,0.0023597023,0.9772228,0.000010167778,0.00025422065,0.0013961563,0.012683212,0.0011687501,0.00006677386,0.00015943205,0.0017453225,0.00083588064],"about_ca_topic_score_codex":0.002042961,"about_ca_topic_score_gemma":0.00015365536,"teacher_disagreement_score":0.08810645,"about_ca_system_score_codex":0.0025227272,"about_ca_system_score_gemma":0.000034466826,"threshold_uncertainty_score":0.9999417},"labels":[],"label_agreement":null},{"id":"W1978707932","doi":"10.2134/jeq2000.00472425002900030044x","title":"The Complete Guide to the Hazardous Waste Regulations, RCRA, TSCA, HMTA, OSHA, and Superfund, 3rd Edition","year":2000,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"EcoMetrix","funders":"","keywords":"Superfund; Hazardous waste; Citation; Library science; Engineering; Operations research; Political science; Waste management; Law; Computer science","score_opus":0.016788202351144667,"score_gpt":0.29476468841061665,"score_spread":0.277976486059472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978707932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901833,0.00021790432,0.00011758275,0.004979288,0.00021679579,0.0002954151,0.00009148204,0.000006350021,0.0038919111],"genre_scores_gemma":[0.9868575,0.000451499,0.0004301244,0.0010004158,0.000401959,0.000009012035,0.000010681756,0.000020659854,0.010818172],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99673706,0.0005276232,0.0009093415,0.00026546913,0.001183801,0.00037671722],"domain_scores_gemma":[0.99859655,0.00032625176,0.00035081911,0.00042662522,0.000004190129,0.0002955924],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020328471,0.00023098523,0.00027977716,0.000023211753,0.0009624403,0.00014634355,0.0005291163,0.0000786434,0.0074281446],"category_scores_gemma":[0.000056693683,0.00014025044,0.00018118774,0.00011583255,0.00059990207,0.00049526803,0.00025114612,0.00028679884,0.0008911267],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092954567,0.0013701152,0.24945436,0.000015466783,0.00033980206,0.000047692265,0.0050277123,0.007285839,0.06853055,0.00023016453,0.22631434,0.44045442],"study_design_scores_gemma":[0.0005340539,0.00024230783,0.714464,0.000010911122,0.000040331266,0.000071089096,0.0018228629,0.0000701227,0.00039186978,0.0007805204,0.28136206,0.00020987068],"about_ca_topic_score_codex":0.00017331049,"about_ca_topic_score_gemma":0.00015550538,"teacher_disagreement_score":0.46500966,"about_ca_system_score_codex":0.00053672155,"about_ca_system_score_gemma":0.000008888799,"threshold_uncertainty_score":0.9998868},"labels":[],"label_agreement":null},{"id":"W1980312137","doi":"10.1007/s00267-013-0075-z","title":"Capacity for Watershed Cumulative Effects Assessment and Management: Lessons from the Lower Fraser River Basin, Canada","year":2013,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Watershed; Cumulative effects; Watershed management; Environmental resource management; Forest management; Corporate governance; Structural basin; Scale (ratio); Environmental science; Geography; Environmental planning; Business; Ecology; Computer science; Geology; Agroforestry; Cartography","score_opus":0.009911240593798611,"score_gpt":0.2346307401015326,"score_spread":0.22471949950773398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980312137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98276865,0.00004003624,0.0014276376,0.002533079,0.0003839532,0.0034265476,0.00016518951,0.00003544689,0.009219432],"genre_scores_gemma":[0.98344326,0.00023037204,0.008811236,0.0036376559,0.0000631341,0.0008089628,0.00013724717,0.00005073376,0.0028173698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973611,0.00014344767,0.00032734097,0.0007474419,0.00075678126,0.0006638926],"domain_scores_gemma":[0.99892485,0.0001732048,0.00014111368,0.00051279727,0.0000014361727,0.0002466015],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001875598,0.00044813738,0.00029109203,0.000021800746,0.0006203736,0.000113652364,0.00044589862,0.0000768759,0.0027267686],"category_scores_gemma":[0.0000027498518,0.00034241227,0.00011071611,0.000085452324,0.00050760777,0.00045860474,0.0009961766,0.00018243794,0.00029202428],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012275144,0.0024010506,0.64830196,0.00019721933,0.0021588563,0.0001543992,0.0020684935,0.0010414523,0.0029118108,0.001763007,0.1371069,0.20177212],"study_design_scores_gemma":[0.0014491716,0.00009936447,0.9433362,0.000026213318,0.00018300225,5.570961e-7,0.0008423913,0.00038384777,0.00030132665,0.002261811,0.050669786,0.00044631245],"about_ca_topic_score_codex":0.11201705,"about_ca_topic_score_gemma":0.011725613,"teacher_disagreement_score":0.29503426,"about_ca_system_score_codex":0.0014326476,"about_ca_system_score_gemma":0.000004765541,"threshold_uncertainty_score":0.9999028},"labels":[],"label_agreement":null},{"id":"W1980585363","doi":"10.1080/00049180802419179","title":"An ‘Effective’ Involvement of Indigenous People in Environmental Impact Assessment: the cultural impact assessment of the Saru River Region, Japan","year":2008,"lang":"en","type":"article","venue":"Australian Geographer","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Indigenous; Environmental impact assessment; Environmental planning; Impact assessment; Geography; Social impact; Environmental resource management; Political science; Environmental science; Sociology; Public administration; Ecology","score_opus":0.014150309213572845,"score_gpt":0.3038699084794439,"score_spread":0.28971959926587104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980585363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99777335,0.000023306124,0.000010949115,0.000081264305,0.00010434652,0.001311377,0.00006817328,0.000014660924,0.000612591],"genre_scores_gemma":[0.99919325,0.00011642579,0.00019890853,0.00008194665,0.00003100694,0.000075299395,0.000046396657,0.00003212352,0.00022465659],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99678814,0.0005048885,0.0005816628,0.00045926936,0.0009779091,0.00068815093],"domain_scores_gemma":[0.9984762,0.000059663893,0.000476268,0.00076729135,0.000007780797,0.00021276396],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041838633,0.00043406745,0.0004631062,0.000075105825,0.0004194652,0.000029118186,0.0008396119,0.00016333339,0.0016240217],"category_scores_gemma":[0.0000052285695,0.00024963391,0.00054048194,0.000681956,0.0015016522,0.00063450006,0.00028944373,0.0004475332,0.000015441183],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019932677,0.001126265,0.9743859,0.000007990288,0.00013434004,0.000006472727,0.008848412,0.0019540198,0.012307017,0.0000063789416,0.00033882246,0.00086440507],"study_design_scores_gemma":[0.00084385317,0.0006716827,0.99454224,0.00002417809,0.00006176296,0.000022380593,0.0024021466,0.00006854918,0.00091480196,0.00010754813,0.000047169942,0.00029369936],"about_ca_topic_score_codex":0.019467665,"about_ca_topic_score_gemma":0.0011045639,"teacher_disagreement_score":0.020156283,"about_ca_system_score_codex":0.00092572335,"about_ca_system_score_gemma":0.000046669506,"threshold_uncertainty_score":0.9999956},"labels":[],"label_agreement":null},{"id":"W1980635366","doi":"10.1111/j.1541-0064.2011.00359.x","title":"Environmental Impact Assessment: Practice and Participation (2nd ed.) edited by Kevin S. Hanna","year":2011,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Citation; Library science; Associate editor; Art history; Art; Computer science","score_opus":0.008293807633599931,"score_gpt":0.23650960055862894,"score_spread":0.228215792925029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980635366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98406255,0.0008813648,0.000010378888,0.00038217008,0.00033422437,0.00051733357,0.00046308205,0.00006649946,0.013282402],"genre_scores_gemma":[0.9949994,0.0027959975,0.00052270165,0.0010115227,0.00006788799,0.000106416475,0.000214962,0.00006302372,0.00021807048],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967956,0.00018635686,0.0004349094,0.0007195299,0.000458081,0.0014055144],"domain_scores_gemma":[0.9972288,0.00009828139,0.00022740949,0.00044626906,0.000011293216,0.0019879623],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003505735,0.00054346264,0.00037196517,0.0005907229,0.00091060845,0.00014000476,0.0003843594,0.00023403503,0.0041022077],"category_scores_gemma":[0.000058999125,0.00054163346,0.00020836867,0.0012245644,0.002128978,0.0013539352,0.0001539663,0.0003298374,0.00007289338],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003058655,0.00018940162,0.95341736,0.000008923466,0.00021930519,0.00006950426,0.0026474204,0.000006089401,0.0006630908,0.00012678994,0.032068226,0.010553328],"study_design_scores_gemma":[0.00044354014,0.00039029593,0.9493065,0.000015047412,0.00014669322,0.000037243335,0.0047423486,0.000033425582,0.00007931973,0.00038539048,0.043717183,0.0007030317],"about_ca_topic_score_codex":0.64629114,"about_ca_topic_score_gemma":0.6634866,"teacher_disagreement_score":0.017195493,"about_ca_system_score_codex":0.0005642325,"about_ca_system_score_gemma":0.000048153528,"threshold_uncertainty_score":0.9997035},"labels":[],"label_agreement":null},{"id":"W1980728239","doi":"10.3152/146155107x205841","title":"Methods for addressing climate change uncertainties in project environmental impact assessments","year":2007,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Climate change; Probabilistic logic; Task (project management); Hydroelectricity; Environmental impact assessment; Environmental resource management; Uncertainty analysis; Computer science; Environmental science; Environmental planning; Risk analysis (engineering); Business; Political science; Engineering; Systems engineering","score_opus":0.09892865842511665,"score_gpt":0.5297106865921889,"score_spread":0.43078202816707223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980728239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856135,0.00021070935,0.0055010566,0.00006345133,0.0004211368,0.0029477424,0.00019868498,0.00009453578,0.00494914],"genre_scores_gemma":[0.9557565,0.00029610342,0.042785954,0.00014007922,0.00023927313,0.00040044493,0.00021890398,0.00009337554,0.00006936155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99567777,0.0003918733,0.0007535229,0.00084565114,0.00062263914,0.0017085175],"domain_scores_gemma":[0.9981884,0.0007651258,0.00037835425,0.00036264662,0.0000065044774,0.00029898222],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032361115,0.0007356489,0.0007162673,0.00032764653,0.00046247584,0.00026733516,0.00035931673,0.0002975479,0.00041090394],"category_scores_gemma":[0.00004949238,0.0005985325,0.00034656265,0.00051256805,0.00040148362,0.0015500874,0.0005082337,0.00048766422,0.000013951214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040954686,0.0005845409,0.8130348,0.00004305585,0.00010006748,0.000016121967,0.0024146144,0.00002091444,0.011677368,0.000050816416,0.00029790192,0.17135032],"study_design_scores_gemma":[0.002549635,0.0014380312,0.98628104,0.00007167288,0.000084516905,0.000031106916,0.002631843,0.0033845052,0.0005566727,0.0002428707,0.0018734976,0.0008546403],"about_ca_topic_score_codex":0.0024456538,"about_ca_topic_score_gemma":0.00023103427,"teacher_disagreement_score":0.17324626,"about_ca_system_score_codex":0.0017279616,"about_ca_system_score_gemma":0.00010907371,"threshold_uncertainty_score":0.9996466},"labels":[],"label_agreement":null},{"id":"W1982897901","doi":"10.3152/147154602781766852","title":"Citizen values assessment: incorporating citizens' value judgements in environmental impact assessment","year":2002,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Environmental impact assessment; Environmental planning; Christian ministry; Perspective (graphical); Value (mathematics); Public participation; Impact assessment; Environmental resource management; Social impact assessment; Political science; Environmental science; Computer science; Public administration","score_opus":0.02318428785223445,"score_gpt":0.3718999917146643,"score_spread":0.34871570386242984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982897901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93996274,0.000114133065,0.00042776373,0.00025307862,0.00043562223,0.001659513,0.0001856194,0.00016199789,0.05679953],"genre_scores_gemma":[0.98981124,0.00035085715,0.007991339,0.0002765103,0.00024280597,0.0002475369,0.00029600676,0.00014516622,0.00063850696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99266475,0.00084194914,0.0012404532,0.001379693,0.0019034446,0.0019697128],"domain_scores_gemma":[0.9974081,0.0004542748,0.0006579103,0.0007313539,0.000010079949,0.000738304],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017190507,0.0012120637,0.0010910495,0.00038568777,0.00074105005,0.0005552827,0.00069026154,0.00038955646,0.0071893404],"category_scores_gemma":[0.0000494426,0.001054929,0.00046981339,0.00081393035,0.0007139358,0.0019023109,0.0010431523,0.001190094,0.00017238883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042712018,0.0013294456,0.97323257,0.000025272897,0.00022802153,0.00009558538,0.0013662074,0.00056174415,0.009114827,0.00018489794,0.0027640404,0.011054674],"study_design_scores_gemma":[0.0036236392,0.0012798395,0.9659768,0.00007143503,0.00011632412,0.000060317947,0.0012490958,0.024847029,0.000106642816,0.0010042021,0.0004148528,0.001249863],"about_ca_topic_score_codex":0.0017769131,"about_ca_topic_score_gemma":0.00006883002,"teacher_disagreement_score":0.056161024,"about_ca_system_score_codex":0.003940379,"about_ca_system_score_gemma":0.00017008647,"threshold_uncertainty_score":0.9998833},"labels":[],"label_agreement":null},{"id":"W1983556517","doi":"10.7202/042972ar","title":"Les nouvelles technologies et le régime de la protection de l'environnement au Canada: la nouvelle Loi canadienne sur la protection de l'environnement","year":2005,"lang":"fr","type":"article","venue":"Les Cahiers de droit","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.005962557454810109,"score_gpt":0.20456851466467177,"score_spread":0.19860595720986166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983556517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9619947,0.0005437438,0.016605027,0.009854299,0.00014173127,0.0010700077,0.00011151147,0.00014547979,0.009533518],"genre_scores_gemma":[0.9824164,0.0009508119,0.004657941,0.00041339186,0.00014262348,0.0004406428,0.000020741434,0.00009075739,0.010866693],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957003,0.0008638014,0.0004972544,0.00071019307,0.00052931876,0.0016991382],"domain_scores_gemma":[0.9985773,0.00021251691,0.00030422382,0.0004200257,0.000007697435,0.0004782584],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016801133,0.00057935575,0.00041025638,0.000118021024,0.0012297451,0.00014317223,0.00053787575,0.0010747947,0.0006077831],"category_scores_gemma":[0.00018456722,0.0006802062,0.00018459349,0.0002801679,0.0019045938,0.00041777213,0.00027780698,0.0014206668,0.00005052853],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019033518,0.0031386358,0.07838191,0.00040483463,0.0006124846,0.0003928513,0.021002196,0.06821495,0.112351045,0.020985004,0.0029944642,0.69133127],"study_design_scores_gemma":[0.0024135818,0.00054203055,0.43134534,0.00031283998,0.0003048326,0.0003862067,0.032616746,0.008093001,0.045396343,0.0029656817,0.47386307,0.0017603168],"about_ca_topic_score_codex":0.942302,"about_ca_topic_score_gemma":0.92406183,"teacher_disagreement_score":0.68957096,"about_ca_system_score_codex":0.041792266,"about_ca_system_score_gemma":0.0014532851,"threshold_uncertainty_score":0.9995649},"labels":[],"label_agreement":null},{"id":"W1983869662","doi":"10.5558/tfc791067-6","title":"Environmental assessment of forestry in Canada","year":2003,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Key (lock); Forestry; Environmental planning; Environmental resource management; Business; Forest management; Environmental impact assessment; Community forestry; Computer science; Geography; Environmental science; Political science","score_opus":0.008162469994967812,"score_gpt":0.2439461006797178,"score_spread":0.23578363068475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983869662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837557,0.000055271186,0.000018599665,0.00012937286,0.00009193529,0.00020466837,0.000017463992,0.0000050078825,0.015721958],"genre_scores_gemma":[0.9993491,0.0000303621,0.00023901841,0.00013917028,0.000011660597,0.00001817556,0.0000048733377,0.000014526975,0.00019312494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986212,0.00009851009,0.0002655476,0.00019145766,0.00044333303,0.0003799107],"domain_scores_gemma":[0.9993337,0.000051232953,0.000103555365,0.0004214501,5.529984e-7,0.00008951815],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021035952,0.00014437619,0.00015743038,0.00000969218,0.00009905421,0.000007819264,0.00040410206,0.000042152376,0.003135191],"category_scores_gemma":[0.000012402023,0.000110150904,0.00004877134,0.00011955159,0.00033160567,0.0001399103,0.00020521933,0.0001923601,0.00003375346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032665341,0.00010720824,0.99164385,0.0000037768523,0.000008709,0.000007948961,0.00008350486,0.0044739516,0.0022626554,0.000377999,0.00043652672,0.0005906047],"study_design_scores_gemma":[0.0004722929,0.00004515683,0.9926868,0.000007014239,0.000007732481,0.0000061553037,0.000904109,0.0006825736,0.0029071828,0.0011762474,0.0009711761,0.00013352514],"about_ca_topic_score_codex":0.51829696,"about_ca_topic_score_gemma":0.5620306,"teacher_disagreement_score":0.04373366,"about_ca_system_score_codex":0.0023704553,"about_ca_system_score_gemma":0.00023023311,"threshold_uncertainty_score":0.9977761},"labels":[],"label_agreement":null},{"id":"W1984585002","doi":"10.3917/riss.176.0221","title":"Donner du sens aux concepts. La mobilité durable et les systèmes d'indicateurs dans le domaine de la politique des transports","year":2003,"lang":"fr","type":"article","venue":"Revue internationale des sciences sociales","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03819356295530785,"score_gpt":0.32056274703103255,"score_spread":0.2823691840757247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984585002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86540216,0.0015284878,0.0032214602,0.0032980465,0.0002781232,0.0002448293,0.00015730207,0.00004523657,0.12582435],"genre_scores_gemma":[0.97414273,0.0044568796,0.004821911,0.00021198754,0.00014914105,0.000041763986,0.000017512682,0.000032534605,0.016125547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99624705,0.0014922972,0.00044291696,0.000540789,0.00057404884,0.0007028695],"domain_scores_gemma":[0.9984728,0.00085314683,0.0002465387,0.00013897306,0.000026072697,0.0002624808],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002362735,0.0003234087,0.0003139605,0.00007810697,0.0017930714,0.00028284293,0.000546277,0.0002873254,0.0010221462],"category_scores_gemma":[0.00033650073,0.00033616403,0.00022678319,0.00035832115,0.024236063,0.0009795524,0.00009351698,0.00030937174,0.00007014022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004478949,0.00050276564,0.5281637,0.00007682968,0.000052310304,0.000071828836,0.010712514,0.002076472,0.005985519,0.4503547,0.0000987883,0.0019001511],"study_design_scores_gemma":[0.00056545786,0.00013627937,0.7311088,0.00039613625,0.00006318574,0.00036485496,0.014211643,0.00022464494,0.00517432,0.2350668,0.01212894,0.00055895234],"about_ca_topic_score_codex":0.02430286,"about_ca_topic_score_gemma":0.006801731,"teacher_disagreement_score":0.21528788,"about_ca_system_score_codex":0.0022021777,"about_ca_system_score_gemma":0.00055432034,"threshold_uncertainty_score":0.99990904},"labels":[],"label_agreement":null},{"id":"W1985783787","doi":"10.1071/nb07104","title":"Health impact assessment in urban settings","year":2007,"lang":"en","type":"article","venue":"New South Wales Public Health Bulletin","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health impact assessment; Environmental health; Environmental planning; Environmental science; Medicine; Public health; Nursing","score_opus":0.02361352066914791,"score_gpt":0.3366390541598277,"score_spread":0.3130255334906798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985783787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8104043,0.00028855496,0.0028839372,0.16654976,0.0003419521,0.0012824265,0.00005559587,0.00019124511,0.018002227],"genre_scores_gemma":[0.9755129,0.000055995406,0.004697392,0.017549986,0.00020975411,0.000013446904,0.00007915579,0.000049578288,0.0018317903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951862,0.0003418054,0.00095086417,0.00062905543,0.00089137495,0.0020007184],"domain_scores_gemma":[0.9971156,0.00010664583,0.00046914868,0.00039244958,0.0000052647915,0.0019108667],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004354996,0.00036285695,0.0005431707,0.00014768464,0.00038666313,0.00010724009,0.00042066484,0.00015184311,0.005765345],"category_scores_gemma":[0.000077898025,0.00033504667,0.00014713516,0.00055648404,0.00017411531,0.00019625678,0.0002969415,0.0006669361,0.001181353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015304284,0.0003707144,0.79000545,0.000029597728,0.000013814445,0.0000124892695,0.012746075,0.000043931854,0.000027703038,0.00011410671,0.12787728,0.06874355],"study_design_scores_gemma":[0.0008110237,0.00029719115,0.7376985,0.000030143088,0.0000011576284,0.000005993085,0.0019654625,0.000021015097,0.000002838084,0.00006860594,0.25884986,0.000248237],"about_ca_topic_score_codex":0.01581271,"about_ca_topic_score_gemma":0.001274424,"teacher_disagreement_score":0.1651086,"about_ca_system_score_codex":0.004820408,"about_ca_system_score_gemma":0.00064320985,"threshold_uncertainty_score":0.9999102},"labels":[],"label_agreement":null},{"id":"W1986976120","doi":"10.1097/00001648-200611001-00138","title":"Consumer Exposure Scenarios in the Health Canada Existing Substances Program","year":2006,"lang":"en","type":"article","venue":"Epidemiology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Canada","funders":"","keywords":"Mandate; Context (archaeology); Population; Risk assessment; Environmental health; Exposure assessment; Hazard; Computer science; Risk analysis (engineering); Business; Medicine; Computer security; Geography","score_opus":0.04695944888653053,"score_gpt":0.3440527492959454,"score_spread":0.2970933004094149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986976120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981698,0.00066520163,0.000021590207,0.0070966687,0.00013323138,0.00035312213,0.0000050017175,0.000018445045,0.010008782],"genre_scores_gemma":[0.9924728,0.000041035146,0.001066799,0.0060451366,0.00005821531,0.000053873686,0.00001956101,0.0000061977235,0.0002363465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980492,0.0006954342,0.00037149436,0.0002238618,0.00014716672,0.00051285035],"domain_scores_gemma":[0.9991081,0.00052636146,0.00015442698,0.0001503087,0.000001063057,0.000059792215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012316253,0.000115478564,0.0002406017,0.000008434301,0.00018507618,0.000005799247,0.00021146165,0.000052587606,0.0002179937],"category_scores_gemma":[0.00012224479,0.00007881849,0.000030561936,0.00012669354,0.00024609943,0.00006167014,0.0000489009,0.00019189248,0.000030457699],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030853287,0.00007000218,0.96913457,0.0000022880502,0.0000021521923,0.000008274885,0.00019066653,0.00032928455,0.000015376516,0.00026257845,0.020241443,0.009740253],"study_design_scores_gemma":[0.00014264879,0.00007404765,0.95454943,0.00000555291,0.0000016923066,0.0000056896433,0.000483093,0.00008544787,0.0000038740627,0.0013733171,0.043186314,0.00008888539],"about_ca_topic_score_codex":0.8235875,"about_ca_topic_score_gemma":0.94040984,"teacher_disagreement_score":0.11682237,"about_ca_system_score_codex":0.00044095275,"about_ca_system_score_gemma":0.000048245933,"threshold_uncertainty_score":0.32141247},"labels":[],"label_agreement":null},{"id":"W1991456340","doi":"10.3152/147154602781766564","title":"Strategic resolution of policy, environmental and socio-economic impacts in Canadian Arctic diamond mining: BHP's NWT diamond project","year":2002,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Multinational corporation; Interdependence; Environmental impact assessment; Government (linguistics); Environmental planning; Diamond; Corporation; Process (computing); The arctic; Environmental resource management; Business; Political science; Public administration; Environmental science; Finance; Law","score_opus":0.031212046379266327,"score_gpt":0.34996803828355993,"score_spread":0.3187559919042936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991456340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98539096,0.00020388626,0.0000018011341,0.00027925867,0.000101623664,0.0007811924,0.00018822095,0.000020542391,0.013032499],"genre_scores_gemma":[0.9983262,0.000859908,0.00034422046,0.000063781496,0.00010418362,0.000052292624,0.00006596609,0.000043959608,0.00013949515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972814,0.000215943,0.00051044906,0.00055470085,0.00038507776,0.0010524398],"domain_scores_gemma":[0.9988105,0.00019046427,0.00025048415,0.00025843372,0.0000025301329,0.00048757522],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049614307,0.00046143535,0.0004855697,0.00035427447,0.00024428588,0.00013657466,0.00020756137,0.00023174875,0.00076968473],"category_scores_gemma":[0.00003114632,0.00042444438,0.00011643228,0.00024894805,0.00060294365,0.0007973938,0.00020574588,0.00031599996,0.000029076324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036256162,0.00024332409,0.9862265,0.000029906083,0.000061088234,0.000018580697,0.0047008335,0.000050246897,0.004888762,0.00010218045,0.00050460204,0.0031377005],"study_design_scores_gemma":[0.0015355011,0.0007884718,0.98843336,0.000036821155,0.00004660572,0.000040181425,0.0040662396,0.00372348,0.00010749281,0.00026562207,0.00040607006,0.00055016833],"about_ca_topic_score_codex":0.33703646,"about_ca_topic_score_gemma":0.057774708,"teacher_disagreement_score":0.27926177,"about_ca_system_score_codex":0.0027104777,"about_ca_system_score_gemma":0.0003245461,"threshold_uncertainty_score":0.9998207},"labels":[],"label_agreement":null},{"id":"W1991784046","doi":"10.3152/146155109x465931","title":"The Victor Diamond Mine environmental assessment process: a critical First Nation perspective","year":2009,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Queen's University","funders":"","keywords":"Context (archaeology); Environmental planning; Government (linguistics); Environmental impact assessment; First nation; Political science; Environmental resource management; Geography; Environmental protection; Public administration; Archaeology; Law; Environmental science; Indigenous","score_opus":0.0199031780014601,"score_gpt":0.39446674290047795,"score_spread":0.3745635648990179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991784046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96724147,0.00017185019,0.00032745494,0.00582569,0.00032173947,0.0010230029,0.000066767796,0.00009642592,0.024925616],"genre_scores_gemma":[0.99786687,0.00029683966,0.0008734369,0.0002507008,0.00023463542,0.00011762132,0.000049146194,0.000034813474,0.00027590911],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968308,0.00019636398,0.000429488,0.00064386026,0.0010647622,0.0008346848],"domain_scores_gemma":[0.99858767,0.00057699205,0.00018316349,0.00032865786,0.000012790853,0.0003107074],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005867581,0.00050514715,0.00034795652,0.000067409725,0.0012958206,0.0004175431,0.0003635489,0.00016320427,0.000649166],"category_scores_gemma":[0.0000906377,0.00034910176,0.00018107134,0.00029058635,0.00065965834,0.0010283899,0.00019027342,0.0004841461,0.000043043565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034472343,0.002927827,0.9372922,0.000028804729,0.00028142025,0.00005640819,0.009587582,0.00014358276,0.01239543,0.004611704,0.009113788,0.023216512],"study_design_scores_gemma":[0.0012455294,0.001780635,0.9807287,0.00002385777,0.00009650021,0.00003870951,0.005515399,0.00202189,0.00019686362,0.00321916,0.0044724927,0.0006602764],"about_ca_topic_score_codex":0.00036294252,"about_ca_topic_score_gemma":0.0001414499,"teacher_disagreement_score":0.04343647,"about_ca_system_score_codex":0.0013616688,"about_ca_system_score_gemma":0.00011576268,"threshold_uncertainty_score":0.9998961},"labels":[],"label_agreement":null},{"id":"W1992349408","doi":"10.3390/en8053503","title":"Sustainability Assessment of the Agricultural and Energy Systems of Senegal","year":2015,"lang":"en","type":"article","venue":"Energies","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Northern British Columbia","funders":"","keywords":"Sustainability; Scope (computer science); Context (archaeology); Agriculture; Judgement; Environmental economics; Business; Suite; Environmental resource management; Environmental planning; Risk analysis (engineering); Computer science; Economics; Political science; Environmental science","score_opus":0.008691258511123425,"score_gpt":0.2525539811509048,"score_spread":0.2438627226397814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992349408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98906606,0.000063463485,0.000016756503,0.00010938727,0.00012709088,0.000049060644,0.0000051484712,0.0000060218786,0.010557028],"genre_scores_gemma":[0.99844337,0.000013274031,0.00009394177,0.0000127381145,0.000016319887,0.0000073259625,0.0000014749501,0.000003442413,0.0014081122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992052,0.00009850679,0.00015800045,0.00010602673,0.0003161492,0.00011611902],"domain_scores_gemma":[0.99965984,0.000024157698,0.000106650696,0.0001398073,0.000010801849,0.000058716392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014880988,0.000078417266,0.0001338259,0.000006504101,0.000048442445,0.0000105686195,0.00012836835,0.000035950063,0.000019013774],"category_scores_gemma":[0.000020533413,0.0000450898,0.00003832282,0.00009323064,0.00034486075,0.00013306868,0.00028278178,0.000037145423,3.681245e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005709665,0.00013076182,0.934345,0.000024404586,0.00002322447,4.719691e-7,0.0009994846,0.049231805,0.009051447,0.0044246432,0.0010385417,0.0007244896],"study_design_scores_gemma":[0.00015984887,0.000054798093,0.98966074,0.0000063592065,0.000011014371,0.0000017896424,0.0060551143,0.00018502983,0.0026538554,0.00035898102,0.0007852968,0.0000671824],"about_ca_topic_score_codex":0.0033350831,"about_ca_topic_score_gemma":0.00009625298,"teacher_disagreement_score":0.05531571,"about_ca_system_score_codex":0.00021557116,"about_ca_system_score_gemma":0.00002116686,"threshold_uncertainty_score":0.504167},"labels":[],"label_agreement":null},{"id":"W1993150934","doi":"10.4000/vertigo.14178","title":"Controverses entourant les projets d’infrastructures de transport dans la région de Montréal : quel rôle pour les experts?","year":2013,"lang":"fr","type":"article","venue":"VertigO","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.006911189945867199,"score_gpt":0.22849134964634665,"score_spread":0.22158015970047945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993150934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835619,0.0012273809,0.0028471197,0.0021614886,0.00024016674,0.00050897046,0.00007771458,0.000057324938,0.009317989],"genre_scores_gemma":[0.98942846,0.00088307686,0.0028778838,0.0003406362,0.00018006952,0.000078230565,0.000015484853,0.000047656766,0.0061484864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976956,0.0002643603,0.00034082038,0.00039772238,0.00044383403,0.000857617],"domain_scores_gemma":[0.99914354,0.000090813715,0.00012296691,0.00023434745,0.000007030697,0.00040130827],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001469474,0.00038796815,0.00031125112,0.000033514785,0.00040650464,0.00008433507,0.00032515553,0.0003382877,0.0049399673],"category_scores_gemma":[0.000029204011,0.00035476152,0.00021909004,0.000089699,0.0006678584,0.000651328,0.00008981219,0.000269722,0.00023124629],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003646768,0.00039732966,0.72694284,0.000032605953,0.000071263465,0.00008139073,0.01020773,0.000830724,0.23742951,0.00070619624,0.008420801,0.014843107],"study_design_scores_gemma":[0.000949616,0.00013392729,0.9539049,0.00008189532,0.00008753991,0.00006760819,0.014520714,0.0010227766,0.016114585,0.0022457782,0.010439615,0.0004310237],"about_ca_topic_score_codex":0.095558204,"about_ca_topic_score_gemma":0.0055742306,"teacher_disagreement_score":0.22696206,"about_ca_system_score_codex":0.0011890436,"about_ca_system_score_gemma":0.000067260145,"threshold_uncertainty_score":0.99989045},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.06725961969883804,"score_gpt":0.2943189247844272,"score_spread":0.2270593050855892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994859985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98780787,0.0000480741,0.00006900313,0.001273796,0.00008256453,0.00072192034,0.000014378413,0.0000047072785,0.009977696],"genre_scores_gemma":[0.9924253,0.0014878053,0.0043845954,0.0012457334,0.0000796594,0.000043376993,0.0000071008926,0.00002293904,0.00030349207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757814,0.00016356951,0.00058177195,0.00037141272,0.0008334146,0.00047169017],"domain_scores_gemma":[0.99912524,0.000078490026,0.0003318093,0.00015554651,0.0000013671873,0.0003075249],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034001237,0.0003272763,0.0004192094,0.00018813707,0.00021809484,0.000040062783,0.00020821473,0.000051717412,0.00006677364],"category_scores_gemma":[0.0000036606168,0.00029082876,0.000063409396,0.00021113794,0.0001940373,0.00046544537,0.00049399957,0.0003124102,0.000003756177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017219855,0.0016705188,0.95699316,0.00021085737,0.00043532148,0.0012438645,0.003744142,0.0012020542,0.009682587,0.0052280547,0.0007559432,0.018661324],"study_design_scores_gemma":[0.0011994267,0.0003683628,0.9924578,0.00006605816,0.000039223152,0.00011172339,0.0026571008,0.00025747812,0.000081324106,0.0006014118,0.0018475235,0.000312567],"about_ca_topic_score_codex":0.065007724,"about_ca_topic_score_gemma":0.017088437,"teacher_disagreement_score":0.047919285,"about_ca_system_score_codex":0.0032233896,"about_ca_system_score_gemma":0.00016549691,"threshold_uncertainty_score":0.9999544},"labels":[],"label_agreement":null},{"id":"W1995941826","doi":"10.1029/2009eo440005","title":"Commission for Environmental Cooperation priorities","year":2009,"lang":"en","type":"article","venue":"Eos","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commission; Webcast; Environmental protection; Political science; Business; Public administration; Environmental planning; Environmental resource management; Geography; Environmental science; Finance","score_opus":0.010000228930455322,"score_gpt":0.26541502401891515,"score_spread":0.2554147950884598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995941826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9446355,0.000031044132,0.0018123752,0.00057695585,0.00012663162,0.00047793516,0.00002423575,0.00004740365,0.052267887],"genre_scores_gemma":[0.9885039,0.000015245135,0.0012511784,0.00036328062,0.00006393631,0.000013943768,0.000026251828,0.0000071621685,0.009755155],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993936,0.00001886746,0.00010820726,0.00014625704,0.00016070483,0.00017236904],"domain_scores_gemma":[0.99978507,0.000015487387,0.000020859481,0.0000992233,4.7826995e-7,0.00007889572],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007126805,0.0000942937,0.00007937765,0.000007957766,0.00022253205,0.000025911957,0.00009169594,0.000047500587,0.0011883504],"category_scores_gemma":[0.0000063728926,0.000085722786,0.000042918764,0.000028533612,0.00006514485,0.00023500112,0.00003417574,0.000049109032,0.00021927293],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072417424,0.0006332041,0.08163935,0.0000050844496,0.000013546641,0.0000043330815,0.0013065324,0.00028854143,0.549067,0.00053309737,0.02619031,0.34024656],"study_design_scores_gemma":[0.0008988849,0.0007139779,0.79267913,0.000010745023,0.000021666323,0.0000049385344,0.0003571858,0.0010563008,0.02968796,0.0016959228,0.17244968,0.0004235762],"about_ca_topic_score_codex":0.000009768128,"about_ca_topic_score_gemma":0.000004430146,"teacher_disagreement_score":0.7110398,"about_ca_system_score_codex":0.00017376413,"about_ca_system_score_gemma":0.0000022525758,"threshold_uncertainty_score":0.9997247},"labels":[],"label_agreement":null},{"id":"W1996832186","doi":"10.1177/0739456x05282831","title":"The Paradox of the Rational Comprehensive Model of Planning","year":2006,"lang":"en","type":"article","venue":"Journal of Planning Education and Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rational planning model; Environmental planning; Public participation; Action (physics); Business; Waste disposal; Public administration; Engineering; Political science; Waste management; Civil engineering; Environmental science","score_opus":0.0734463606688679,"score_gpt":0.41302589828705294,"score_spread":0.33957953761818505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996832186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99566746,0.00034776336,0.000069545116,0.00073961663,0.00010493241,0.00006482717,0.0000019531326,5.5507985e-7,0.0030033467],"genre_scores_gemma":[0.998514,0.000033125034,0.00033429908,0.000029869232,0.000060073835,0.0000012835119,8.454899e-7,0.0000028827249,0.0010236327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989371,0.000119353055,0.00022513478,0.00004738349,0.0005656183,0.000105463405],"domain_scores_gemma":[0.99944776,0.00020696512,0.00020289698,0.00006607018,0.000039252332,0.00003705932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005475241,0.00003993901,0.00007536488,0.000030777937,0.00028101777,0.000020671567,0.00016382987,0.00002730991,0.000023030318],"category_scores_gemma":[0.00004031938,0.00002163544,0.000035367568,0.000110229135,0.0003532294,0.000098429045,0.000071520175,0.00020387457,0.0000011470212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008109826,0.00043257527,0.8085081,0.000021033922,0.000030619485,9.5113774e-7,0.0069898097,0.069288924,0.08433694,0.0009455009,0.026505297,0.0028591594],"study_design_scores_gemma":[0.00017862149,0.00006492396,0.9844563,0.0000732985,0.0000066334196,0.000011077101,0.0037837708,0.0020432344,0.0024500052,0.0047002384,0.0021935327,0.000038334325],"about_ca_topic_score_codex":0.000085964646,"about_ca_topic_score_gemma":0.0000024616731,"teacher_disagreement_score":0.17594825,"about_ca_system_score_codex":0.000064665124,"about_ca_system_score_gemma":0.000090163056,"threshold_uncertainty_score":0.21613899},"labels":[],"label_agreement":null},{"id":"W1997447652","doi":"10.1093/scipol/sct022","title":"Environmental science and public policy in Executive government: Insights from Australia and Canada","year":2013,"lang":"en","type":"article","venue":"Science and Public Policy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Cabinet (room); Public administration; Government (linguistics); Public policy; Public relations; Accountability; Science policy; Political science; Exploratory research; Obligation; Sociology; Social science; Law; Engineering","score_opus":0.013126341818351903,"score_gpt":0.253335205401446,"score_spread":0.2402088635830941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997447652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98494786,0.0000519565,0.0000010796548,0.004531946,0.000066460205,0.00030941208,0.00006202772,0.000010660003,0.010018568],"genre_scores_gemma":[0.99722093,0.00016095518,0.00008326487,0.002067028,0.000077523095,0.000029195799,0.0000030940685,0.000009771582,0.00034822794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99593353,0.000052270494,0.0002522256,0.00077182,0.0019312695,0.0010588968],"domain_scores_gemma":[0.9984382,0.00004997814,0.00010650913,0.00026884393,0.000009878489,0.0011266264],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00041465685,0.00026016202,0.00020756524,0.00020576079,0.00091482914,0.0006757571,0.000577849,0.0000703609,0.00029748923],"category_scores_gemma":[0.00034877358,0.00022706023,0.00001403196,0.0012698193,0.006489592,0.0038802377,0.0012122594,0.000193025,0.000039950515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030500712,0.00013622714,0.91000956,0.0000037173834,0.0000070373276,0.000006752308,0.0014524637,9.537442e-7,0.059343357,0.004034626,0.0007392004,0.024263056],"study_design_scores_gemma":[0.00035611913,0.000051155537,0.98849016,0.0000058644514,0.000002882682,0.00000859885,0.0022616112,0.00014799426,0.00078863045,0.002946097,0.0046530836,0.00028782658],"about_ca_topic_score_codex":0.91047734,"about_ca_topic_score_gemma":0.28029475,"teacher_disagreement_score":0.63018256,"about_ca_system_score_codex":0.003554276,"about_ca_system_score_gemma":0.00089492125,"threshold_uncertainty_score":0.99621415},"labels":[],"label_agreement":null},{"id":"W1998248204","doi":"10.1080/14615517.2013.872849","title":"Strengthening impact assessment: what problems do integration and focus fix?","year":2014,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Adversarial system; Witness; Impact assessment; Environmental impact assessment; Focus (optics); Process (computing); Environmental planning; Sustainable development; Engineering ethics; Political science; Process management; Computer science; Risk analysis (engineering); Management science; Environmental resource management; Business; Law; Environmental science; Engineering","score_opus":0.017000830287150725,"score_gpt":0.37106046776711693,"score_spread":0.3540596374799662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998248204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98162705,0.00016757556,0.00380145,0.00024861668,0.00026285,0.0007921838,0.000022574968,0.00010292754,0.012974785],"genre_scores_gemma":[0.9957083,0.0005639118,0.0031496817,0.00007661892,0.0001707204,0.00008654901,0.00008443189,0.00005671065,0.00010311795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99697644,0.00035631016,0.00048930116,0.0006824306,0.0007238846,0.00077164796],"domain_scores_gemma":[0.9985915,0.0003766117,0.00030374227,0.0003417826,0.000012616622,0.00037377802],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010147267,0.0005906525,0.000510956,0.00012674295,0.0004855557,0.0011748443,0.00024182098,0.00021156858,0.00091236806],"category_scores_gemma":[0.0000505208,0.00043811958,0.00017748411,0.00032789947,0.00034381865,0.0028511211,0.00037537457,0.00051519024,0.000026773263],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054550826,0.00032870827,0.6763355,0.000026288511,0.00014849477,0.000004129865,0.0036186557,0.0001621918,0.012130138,0.00060424645,0.00097533164,0.30561176],"study_design_scores_gemma":[0.00211622,0.0019899516,0.97474813,0.00015071212,0.00012480335,0.000049628055,0.0028063245,0.012473186,0.00035800223,0.002637647,0.0016043981,0.00094097445],"about_ca_topic_score_codex":0.001827593,"about_ca_topic_score_gemma":0.00016692869,"teacher_disagreement_score":0.30467078,"about_ca_system_score_codex":0.00051084027,"about_ca_system_score_gemma":0.000085195315,"threshold_uncertainty_score":0.999862},"labels":[],"label_agreement":null},{"id":"W2000025683","doi":"10.5991/opf.2013.39.0019","title":"Use Risk Assessment to Plan for the Future","year":2013,"lang":"en","type":"article","venue":"Opflow","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Risk assessment; Business; Risk analysis (engineering); Computer science; Geography; Computer security","score_opus":0.01499891033125839,"score_gpt":0.27407052399547244,"score_spread":0.25907161366421405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000025683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869229,0.000013147759,0.0027547556,0.0045640054,0.00051841664,0.0012801571,0.000063100655,0.000030465222,0.0038530522],"genre_scores_gemma":[0.9816685,0.0000617072,0.010845281,0.002168202,0.0002777696,0.00033510063,0.000012356901,0.000019871908,0.00461123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991533,0.000035173733,0.0001078725,0.0001917818,0.00023714929,0.0002746815],"domain_scores_gemma":[0.99945617,0.00010843295,0.0000440999,0.00024228482,0.0000028919958,0.00014611136],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013317831,0.0001169167,0.000089244946,0.0000076143388,0.0003583426,0.00013336468,0.00024047634,0.00004885817,0.0032486327],"category_scores_gemma":[0.000013328096,0.00007263533,0.00006612113,0.00007676723,0.000058202007,0.00035552247,0.00015278991,0.000105985564,0.0011808575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013399866,0.00018080912,0.67249596,0.0000032528064,0.000054607506,0.0000011911076,0.0008919192,0.0013341894,0.0066070696,0.0001348011,0.17667818,0.14160459],"study_design_scores_gemma":[0.00015559628,0.0000831139,0.87339306,0.0000021037072,0.000017030829,5.790651e-7,0.00048152774,0.0008068991,0.00018816146,0.00048144485,0.124264106,0.00012638142],"about_ca_topic_score_codex":0.00095571065,"about_ca_topic_score_gemma":0.00023875578,"teacher_disagreement_score":0.20089707,"about_ca_system_score_codex":0.00016865224,"about_ca_system_score_gemma":0.000004565292,"threshold_uncertainty_score":0.99959683},"labels":[],"label_agreement":null},{"id":"W2000876807","doi":"10.1016/j.eiar.2004.06.009","title":"Towards increasing the utility of follow-up in Canadian EIA","year":2004,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of Saskatchewan","funders":"","keywords":"Process (computing); Quality (philosophy); Perspective (graphical); Risk analysis (engineering); Environmental quality; Environmental impact assessment; Environmental planning; Environmental impact statement; Management science; Environmental resource management; Computer science; Business; Environmental economics; Process management; Engineering; Political science; Economics; Environmental science; Law","score_opus":0.01699637251230605,"score_gpt":0.32517793647328147,"score_spread":0.3081815639609754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000876807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9764167,0.0032440317,0.000048797272,0.0010234716,0.0001632079,0.0012626596,0.000082829814,0.000017340695,0.017740972],"genre_scores_gemma":[0.9892811,0.0088366065,0.00046344515,0.0011335083,0.000025183313,0.00006233752,0.00007380099,0.000036033136,0.00008797502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99652886,0.0004697597,0.00075647887,0.0004669886,0.00086224603,0.0009156594],"domain_scores_gemma":[0.99842924,0.00007020502,0.00028729197,0.0006551604,0.000001937159,0.0005561679],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020789455,0.00044141433,0.000625068,0.00006467872,0.0002454625,0.000037757523,0.0006333271,0.00011935327,0.012586255],"category_scores_gemma":[0.00006864699,0.00031346478,0.0003664368,0.00042405247,0.00051944033,0.000559821,0.00035140416,0.0004297308,0.000285631],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015624508,0.00040074196,0.9753789,0.000088141955,0.000055031604,0.000024604231,0.00039569658,0.0001022159,0.0031430137,0.000044537075,0.0005159889,0.019835554],"study_design_scores_gemma":[0.00078190793,0.00012721698,0.99428415,0.00042019237,0.00007599575,0.000026934213,0.00016807874,0.0000621791,0.0003333581,0.00046177008,0.002927114,0.00033107738],"about_ca_topic_score_codex":0.39941588,"about_ca_topic_score_gemma":0.062878065,"teacher_disagreement_score":0.33653784,"about_ca_system_score_codex":0.003896594,"about_ca_system_score_gemma":0.00021998158,"threshold_uncertainty_score":0.99993175},"labels":[],"label_agreement":null},{"id":"W2001657523","doi":"10.1061/41187(420)128","title":"Web Based Risk Assessment of Water and Wastewater Pipeline Failures","year":2011,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geospatial analysis; Pipeline transport; Risk assessment; Pipeline (software); Computer science; Wastewater; Risk analysis (engineering); Risk management; Engineering; Environmental engineering; Computer security; Business","score_opus":0.013290899093259837,"score_gpt":0.2482109545784691,"score_spread":0.23492005548520925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001657523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93875086,0.0000026376888,0.0004148481,0.00010170454,0.00003841789,0.00012332512,0.000009787004,0.000018676983,0.060539715],"genre_scores_gemma":[0.9892031,0.000015342424,0.009164036,0.00014849233,0.000009928776,0.000007633007,0.000007999623,0.000010581624,0.001432915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911195,0.00006181103,0.00018669938,0.00019057626,0.00022719282,0.00022176979],"domain_scores_gemma":[0.9996746,0.000012463412,0.000049889357,0.0001579181,0.0000021456885,0.00010295066],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002094896,0.00012227062,0.0001380213,0.000019169453,0.00007546157,0.000010882214,0.000107279986,0.00005009914,0.015969655],"category_scores_gemma":[0.0000030507056,0.000073898176,0.00004327839,0.00003080209,0.00021860564,0.00019677478,0.00018396188,0.00007780088,0.00009288237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001003646,0.00020562278,0.9117518,0.000005536989,0.000011210654,0.0000024561775,0.00040098547,0.000028501252,0.08602967,0.000027031758,0.00039232982,0.0011348265],"study_design_scores_gemma":[0.00082127133,0.00018062959,0.82620245,0.0000057009806,0.000038108075,0.0000011297644,0.0002907116,0.0028251498,0.1669007,0.0005569991,0.001966102,0.00021105367],"about_ca_topic_score_codex":0.0012442435,"about_ca_topic_score_gemma":0.00012245195,"teacher_disagreement_score":0.08554935,"about_ca_system_score_codex":0.000047632904,"about_ca_system_score_gemma":0.000003702249,"threshold_uncertainty_score":0.98492986},"labels":[],"label_agreement":null},{"id":"W2001971801","doi":"10.2495/sdp-v1-n2-203-213","title":"Integration of urban growth management and strategic environmental assessment to ensure sustainable urban development","year":2006,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"King Fahd University of Petroleum and Minerals","keywords":"Growth management; Environmental planning; Strategic environmental assessment; Urban planning; Sustainable development; Environmental resource management; Business; Urban management; Environmental impact assessment; Geography; Environmental science; Political science; Engineering; Land use; Civil engineering","score_opus":0.009197095961876858,"score_gpt":0.24604098466676708,"score_spread":0.2368438887048902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001971801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98749286,0.00015070356,0.0012298803,0.000099156656,0.00010229537,0.00025556955,0.0000022762595,0.000007462926,0.010659809],"genre_scores_gemma":[0.9786675,0.00002923736,0.0165501,0.00007580355,0.00007475721,0.000012726512,0.000029124942,0.000014769204,0.0045459783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794626,0.00004299213,0.0006294505,0.00022452742,0.0007875971,0.00036916372],"domain_scores_gemma":[0.9993503,0.000035133802,0.0003497503,0.000060343493,0.000052949632,0.00015151277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057168974,0.00022150295,0.00023549858,0.00025199304,0.00021735793,0.00012353646,0.00024730465,0.0000646562,0.000118021235],"category_scores_gemma":[0.00000980015,0.00020229864,0.000038140453,0.00013476849,0.00008889988,0.00051742245,0.0003757927,0.00016075495,0.000004237515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026442372,0.00064233335,0.9474364,0.00012688656,0.00040702982,0.0021373974,0.017960003,0.00079689396,0.0058154142,0.015740288,0.0024064416,0.0062665218],"study_design_scores_gemma":[0.0009425122,0.00014137808,0.9188817,0.00010731594,0.00003169408,0.000042804608,0.0638689,0.00003825556,0.004295379,0.0020869523,0.009242714,0.0003203909],"about_ca_topic_score_codex":0.0001039683,"about_ca_topic_score_gemma":0.000004300036,"teacher_disagreement_score":0.045908898,"about_ca_system_score_codex":0.0009337983,"about_ca_system_score_gemma":0.00006100042,"threshold_uncertainty_score":0.8249499},"labels":[],"label_agreement":null},{"id":"W2003077609","doi":"10.1007/s00267-004-0240-5","title":"The Impotence of Cumulative Effects Assessment in Canada: Ailments and Ideas for Redeployment","year":2005,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":266,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Staples (Canada); Dalhousie University","funders":"","keywords":"Cumulative effects; Sustainability; Environmental impact assessment; Environmental resource management; Scale (ratio); Environmental planning; Nature Conservation; Geography; Political science; Environmental science; Ecology; Biology","score_opus":0.004445526027815419,"score_gpt":0.23904496830648797,"score_spread":0.23459944227867255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003077609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99331415,0.00019868487,0.00026331592,0.0006471807,0.00012767756,0.0016324061,0.000022625185,0.000008357198,0.0037856153],"genre_scores_gemma":[0.99525297,0.00051576504,0.0026376343,0.00033102196,0.000019335077,0.00027806117,0.000010526827,0.000023321178,0.00093137333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797446,0.000080859434,0.00044113523,0.0004024826,0.00062448357,0.00047660596],"domain_scores_gemma":[0.9992585,0.0001530753,0.00018363353,0.00027439138,7.505361e-7,0.00012961985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034441252,0.00024657985,0.00022861072,0.000025792942,0.00024729792,0.00002145509,0.00028103634,0.00003526075,0.00013297389],"category_scores_gemma":[0.0000053997774,0.00019960935,0.000056468314,0.000083229665,0.00024157143,0.00021037925,0.0005554727,0.000122902,0.000015412255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121217825,0.0007083177,0.76369894,0.000078864534,0.0002060954,0.000024093335,0.00064450817,0.0050780084,0.0053258114,0.0012239361,0.0019431018,0.2209471],"study_design_scores_gemma":[0.0013515808,0.00013352535,0.9840674,0.00002877459,0.0000401336,0.0000011900376,0.0011619873,0.0019936922,0.0013992732,0.0008152426,0.008758649,0.0002485572],"about_ca_topic_score_codex":0.060528666,"about_ca_topic_score_gemma":0.12288176,"teacher_disagreement_score":0.22069855,"about_ca_system_score_codex":0.0031016967,"about_ca_system_score_gemma":0.000020012241,"threshold_uncertainty_score":0.94572735},"labels":[],"label_agreement":null},{"id":"W2003378281","doi":"10.1007/s002670010159","title":"Effective Planning and Implementation of Ecological Rehabilitation Projects: A Case Study of the Regional Municipality of Waterloo (Ontario, Canada)","year":2001,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Rehabilitation; Context (archaeology); Sustainability; Scale (ratio); Multidisciplinary approach; Environmental resource management; Environmental planning; Politics; Ecological psychology; Business; Political science; Ecology; Psychology; Geography; Environmental science","score_opus":0.012854618378401694,"score_gpt":0.2740402727324938,"score_spread":0.26118565435409213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003378281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99755216,0.000010734495,0.0000042096203,0.000038163325,0.00004107923,0.0016940237,0.000010517468,0.0000031924078,0.0006459076],"genre_scores_gemma":[0.99950635,0.0000066984503,0.00017540058,0.000038230304,0.000004285975,0.0000964085,0.0000054350853,0.000007706164,0.00015949181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983968,0.00021059415,0.00040691596,0.00026397602,0.00054055563,0.00018116456],"domain_scores_gemma":[0.9993542,0.00007463211,0.00028128023,0.00023900227,0.0000014192439,0.000049475886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002870017,0.0001492821,0.0002100139,0.000024679182,0.00013461869,0.000004203338,0.00014817428,0.000033270844,0.0004707798],"category_scores_gemma":[0.0000033767624,0.00011381381,0.000049106955,0.00009955822,0.0003002832,0.00012428497,0.00049071596,0.00008619656,6.929617e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041694402,0.0008887151,0.97546947,0.000023942268,0.00007815503,0.000056833134,0.01914842,0.0005335212,0.0011949451,0.000010947714,0.00004719549,0.0025061842],"study_design_scores_gemma":[0.0008993284,0.0006827572,0.8656494,0.000012245079,0.00007147109,0.000022826793,0.13199094,0.000020010226,0.00041511608,0.000049264876,0.00009528796,0.000091358044],"about_ca_topic_score_codex":0.7781515,"about_ca_topic_score_gemma":0.703706,"teacher_disagreement_score":0.11284252,"about_ca_system_score_codex":0.00079626817,"about_ca_system_score_gemma":0.000009480207,"threshold_uncertainty_score":0.51547086},"labels":[],"label_agreement":null},{"id":"W2003556664","doi":"10.1289/ehp.109-a468","title":"Controversial Canadian regs.","year":2001,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"License; Library science; Download; Public domain; Work (physics); Political science; Public relations; World Wide Web; Computer science; Engineering; Law; History","score_opus":0.009013174527656171,"score_gpt":0.27668324304035674,"score_spread":0.2676700685127006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003556664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91427994,0.00050919806,0.00006749491,0.0061571817,0.00022938882,0.00056218856,0.00006759346,0.00006588501,0.07806115],"genre_scores_gemma":[0.991114,0.0008873153,0.00035123902,0.0024499362,0.0001466311,0.00002298867,0.00002965497,0.000033226468,0.0049649775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977933,0.00012159767,0.00025171268,0.00051846425,0.0004449056,0.0008700311],"domain_scores_gemma":[0.9986936,0.00003058237,0.000101794045,0.0002788435,7.582482e-7,0.00089442224],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021353799,0.0002581627,0.00024598886,0.000056999073,0.00071197277,0.000032806864,0.00025213294,0.00009532658,0.019456105],"category_scores_gemma":[0.000013098102,0.0002651727,0.000107917695,0.00014316775,0.00047498097,0.0004072653,0.00014166624,0.0002444957,0.0032356612],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015000273,0.0017071591,0.87239355,0.000009415151,0.00010280752,0.00019263124,0.033161763,0.00023844381,0.0032216285,0.0009148009,0.040056154,0.047851644],"study_design_scores_gemma":[0.001115864,0.00039976233,0.7450821,0.000010462878,0.000011437755,0.000055405526,0.037182026,0.00007770735,0.00006248351,0.0005211849,0.21496134,0.0005202519],"about_ca_topic_score_codex":0.10440147,"about_ca_topic_score_gemma":0.062678,"teacher_disagreement_score":0.17490518,"about_ca_system_score_codex":0.0050324453,"about_ca_system_score_gemma":0.00004785578,"threshold_uncertainty_score":0.99998003},"labels":[],"label_agreement":null},{"id":"W2003686080","doi":"10.4296/cwrj2803375","title":"The Influence of Sub-Watershed Plans on the Ontario Planning Process","year":2003,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Watershed; Watershed management; Environmental planning; Plan (archaeology); Groundwater; Environmental resource management; Process (computing); Watershed area; Water resource management; Business; Environmental science; Geography; Engineering; Computer science; Archaeology","score_opus":0.013168626047849784,"score_gpt":0.2120231154934932,"score_spread":0.1988544894456434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003686080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992091,0.00007975432,0.0000015309506,0.00056542817,0.00009172268,0.0002546354,0.000016770386,0.000012230064,0.006886943],"genre_scores_gemma":[0.99792546,0.000061635204,0.000015365466,0.00050517864,0.0000603218,0.000020919566,0.0000044913863,0.000037616857,0.001369021],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973412,0.00035478035,0.0004890272,0.0003076133,0.00029804793,0.0012093149],"domain_scores_gemma":[0.99830043,0.00014737603,0.00023558941,0.0003773537,0.00003030652,0.00090895436],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010321683,0.0003181943,0.00027612346,0.000108092834,0.0021365967,0.0002814204,0.00091267796,0.00012139678,0.00035207588],"category_scores_gemma":[0.0001426728,0.00017211978,0.00013249685,0.00018844352,0.0010570921,0.0002891761,0.000047395573,0.00066239794,0.00004154121],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054075896,0.00002814855,0.2916589,0.000019316547,0.00010220296,0.00027720968,0.6778261,0.025811039,0.003538939,0.0000103758575,0.000063076805,0.00061057764],"study_design_scores_gemma":[0.00039427413,0.00045817264,0.18731648,0.00033085927,0.000060838673,0.0005900157,0.0071288627,0.00004551937,0.023723094,0.004261524,0.7750211,0.0006692807],"about_ca_topic_score_codex":0.37127835,"about_ca_topic_score_gemma":0.9247451,"teacher_disagreement_score":0.774958,"about_ca_system_score_codex":0.0017929164,"about_ca_system_score_gemma":0.000013027762,"threshold_uncertainty_score":0.9991625},"labels":[],"label_agreement":null},{"id":"W2003728007","doi":"10.1016/j.eiar.2010.01.006","title":"Public participation in strategic environmental assessment (SEA): Critical review and the Quebec (Canada) approach","year":2010,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":107,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Wilfrid Laurier University; University of Ottawa; Université du Québec en Outaouais","funders":"","keywords":"Public participation; Strategic environmental assessment; Environmental planning; Process (computing); Environmental impact assessment; Hazardous waste; Agriculture; Environmental resource management; Political science; Public policy; Business; Public administration; Engineering; Geography; Environmental science; Computer science","score_opus":0.03392083458791019,"score_gpt":0.3430195457179011,"score_spread":0.30909871112999093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003728007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8833482,0.047692694,0.0001906482,0.020898152,0.0005307535,0.0076779802,0.0002810108,0.0000945917,0.03928595],"genre_scores_gemma":[0.93055904,0.06146873,0.00077458494,0.0057926024,0.000063342384,0.00064952875,0.00032187017,0.000063992025,0.00030633635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940274,0.0009954444,0.0011966176,0.00096925435,0.0016626772,0.0011486327],"domain_scores_gemma":[0.99760395,0.00033530834,0.0004131504,0.00093218905,0.000002927631,0.000712479],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002138093,0.0008011649,0.0011841765,0.00004928037,0.0004998264,0.00017991758,0.0007152995,0.0001770567,0.013960764],"category_scores_gemma":[0.00008110346,0.00056018244,0.00031775294,0.00032143257,0.0017745409,0.0010609761,0.0007220247,0.0014060538,0.00011020355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038356713,0.0038182475,0.96104157,0.0017469879,0.0002504461,0.00006538219,0.0001699842,0.000045866484,0.0039048514,0.0027259693,0.006947091,0.01924522],"study_design_scores_gemma":[0.0016364912,0.00011477132,0.99055594,0.00042464762,0.0004652592,0.000059971324,0.00019923059,0.00078697735,0.000015556048,0.0004542725,0.004449148,0.000837718],"about_ca_topic_score_codex":0.04258805,"about_ca_topic_score_gemma":0.067298405,"teacher_disagreement_score":0.047210794,"about_ca_system_score_codex":0.0025405101,"about_ca_system_score_gemma":0.00023104277,"threshold_uncertainty_score":0.999685},"labels":[],"label_agreement":null},{"id":"W2004016325","doi":"10.3152/146155107x197913","title":"Cumulative effects assessments at Hydro-Québec: what have we learned?","year":2007,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec; GDG Environnement","funders":"","keywords":"Cumulative effects; Baseline (sea); Context (archaeology); Impact assessment; Computer science; Environmental resource management; Environmental planning; Environmental science; Political science; Geography","score_opus":0.030447329914693608,"score_gpt":0.4229341934239487,"score_spread":0.3924868635092551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004016325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96932155,0.00032812828,0.000843581,0.0004634313,0.00055423536,0.001054787,0.000013654708,0.0001248617,0.027295776],"genre_scores_gemma":[0.994777,0.00063742034,0.0016256134,0.00027007618,0.00018638842,0.000058240792,0.00006550438,0.000078706464,0.0023010056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99606884,0.00026343888,0.0005398947,0.00080934714,0.0011142467,0.0012042532],"domain_scores_gemma":[0.99783987,0.00087758375,0.00032907265,0.0004160076,0.000010272154,0.0005271857],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011085084,0.00067003595,0.000568083,0.00013921644,0.00064672384,0.0004003127,0.0003412041,0.00027487995,0.001470561],"category_scores_gemma":[0.000044545613,0.0005506381,0.00025038913,0.00031507458,0.0004911206,0.0023160507,0.00078320445,0.0005283678,0.00021814597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029392642,0.00062510045,0.8771215,0.000046103236,0.0002643187,0.000102882506,0.004161044,0.00007386104,0.018196885,0.00006632779,0.0031908466,0.095857225],"study_design_scores_gemma":[0.0029578353,0.0014493698,0.9693389,0.00011938081,0.00015994902,0.0000619675,0.0036690612,0.0014220282,0.004416666,0.0004600357,0.014756417,0.0011884132],"about_ca_topic_score_codex":0.006557662,"about_ca_topic_score_gemma":0.002891722,"teacher_disagreement_score":0.09466881,"about_ca_system_score_codex":0.0020416435,"about_ca_system_score_gemma":0.00013434122,"threshold_uncertainty_score":0.9996945},"labels":[],"label_agreement":null},{"id":"W2004626488","doi":"10.5751/es-06117-180468","title":"The Challenge of Collecting and Using Environmental Monitoring Data","year":2013,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Environmental monitoring; CONTEST; Autonomy; Business; Politics; Environmental resource management; Environmental planning; Environmental economics; Risk analysis (engineering); Political science; Engineering; Environmental science; Economics; Law; Environmental engineering; Sociology","score_opus":0.03625320737186459,"score_gpt":0.2905687742912244,"score_spread":0.2543155669193598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004626488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99830496,0.00019837028,0.000007534794,0.00017789335,0.00008015009,0.00013460575,0.00000490485,0.0000046191417,0.0010869324],"genre_scores_gemma":[0.99760765,0.0012524403,0.0008717321,0.000041213163,0.000031528045,0.0000055161395,0.0000018238123,0.000005445922,0.0001826284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994017,0.00004191941,0.00011553429,0.00017684206,0.00008708968,0.00017692159],"domain_scores_gemma":[0.9996204,0.00011666076,0.000063816995,0.00014693155,5.926898e-7,0.000051598698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022688849,0.00007347339,0.00009292526,0.000002373929,0.00061887375,0.000018052686,0.00013241512,0.00007209592,0.000230711],"category_scores_gemma":[0.0000095414125,0.000055648557,0.000020583182,0.000026624732,0.0005463963,0.0002259092,0.00063238485,0.00010285523,0.000009059258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014188752,0.000043907887,0.984572,0.0000035681371,0.000032787815,3.2303944e-7,0.002080975,0.000007867739,0.008628316,0.000010581468,0.0002438091,0.0043744734],"study_design_scores_gemma":[0.00018492666,0.000044898803,0.99191463,0.0000026729167,0.00001452894,0.0000027767178,0.0048015853,0.0019613924,0.00020394486,0.0005477701,0.00024585155,0.00007502743],"about_ca_topic_score_codex":0.00015693306,"about_ca_topic_score_gemma":0.000016247122,"teacher_disagreement_score":0.008424371,"about_ca_system_score_codex":0.000071650706,"about_ca_system_score_gemma":0.0000034426453,"threshold_uncertainty_score":0.4759939},"labels":[],"label_agreement":null},{"id":"W2005641633","doi":"10.1016/s1449-4035(04)70045-4","title":"Towards an Integrated Approach? Food Inspection Reforms in Canada and the European Union","year":2004,"lang":"en","type":"article","venue":"Policy and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Canada; Industry Canada; Canadian Food Inspection Agency","keywords":"Interdependence; European union; Food safety; European integration; Dimension (graph theory); Horizontal and vertical; Population; Political science; Food systems; Regional science; International trade; Business; Food security; Sociology; Geography","score_opus":0.011243533269098703,"score_gpt":0.23446749927623922,"score_spread":0.2232239660071405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005641633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.967076,0.000011624691,0.00016917817,0.0005790708,0.000018277393,0.00010637484,0.000007154908,0.000012353614,0.032019936],"genre_scores_gemma":[0.9986818,0.00017586468,0.00027366556,0.0007646007,0.000041695395,0.0000041200155,0.000008134811,0.0000068225054,0.000043331387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993543,0.00013059001,0.000094194904,0.00013493914,0.00012695983,0.0001590372],"domain_scores_gemma":[0.99980915,0.000006121424,0.000029992658,0.00007442716,9.3470857e-7,0.00007937627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003987586,0.00008479118,0.000081413484,0.0000056390636,0.00019913347,0.000025534067,0.00007137278,0.000027463107,0.000006306762],"category_scores_gemma":[0.000007712394,0.000052190095,0.000021999322,0.00013390773,0.00027948848,0.0001866347,0.00009423458,0.00013307159,0.0000011794841],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008509945,0.00083825307,0.4651294,0.00006330822,0.00017396426,0.000009859512,0.21135588,0.005057508,0.002043035,0.029345613,0.0006598944,0.28523818],"study_design_scores_gemma":[0.0012381271,0.00005280187,0.98530835,0.0000044460894,0.000004825401,0.0000051646743,0.008970096,0.00032996185,0.00006210954,0.0036054512,0.0003093695,0.000109290406],"about_ca_topic_score_codex":0.9548493,"about_ca_topic_score_gemma":0.73202527,"teacher_disagreement_score":0.5201789,"about_ca_system_score_codex":0.0010505146,"about_ca_system_score_gemma":0.00005852088,"threshold_uncertainty_score":0.27470592},"labels":[],"label_agreement":null},{"id":"W2005666718","doi":"10.3152/147154600781767547","title":"Reflections of an environmental assessment panel member","year":2000,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Panel discussion; Mill; Political science; Psychology; History; Business; Archaeology","score_opus":0.04388709579160578,"score_gpt":0.43787032966398404,"score_spread":0.39398323387237827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005666718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9095659,0.000020130978,0.00008766927,0.00007234094,0.00012578942,0.00050820573,0.0001001983,0.000064477324,0.089455284],"genre_scores_gemma":[0.99211,0.00018598315,0.006284884,0.00009557741,0.00010574521,0.00006706547,0.00014971354,0.000047736594,0.0009533096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973299,0.000270198,0.00048665967,0.0005558628,0.00075563166,0.00060175237],"domain_scores_gemma":[0.99896955,0.00011467709,0.00018041505,0.00041606967,0.0000032941189,0.0003160008],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045078754,0.0004240129,0.00042846624,0.00008057536,0.00035759114,0.00010055444,0.00027994948,0.00016962147,0.017238308],"category_scores_gemma":[0.0000055347195,0.00035877508,0.00017814111,0.00027623202,0.000475585,0.0010986743,0.00017207197,0.0003514908,0.0000758782],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022474848,0.003224663,0.75020075,0.000026342712,0.00029805748,0.000029847903,0.0034700597,0.00060019724,0.092436925,0.00019520371,0.0015460115,0.14774719],"study_design_scores_gemma":[0.0012934408,0.0013328263,0.98719877,0.000012861789,0.000098522534,0.000055911423,0.001116697,0.0015919709,0.0008165395,0.0003137549,0.0056235064,0.0005451835],"about_ca_topic_score_codex":0.0013307328,"about_ca_topic_score_gemma":0.00009420716,"teacher_disagreement_score":0.23699804,"about_ca_system_score_codex":0.00045422927,"about_ca_system_score_gemma":0.000081867096,"threshold_uncertainty_score":0.9998864},"labels":[],"label_agreement":null},{"id":"W2005805455","doi":"10.3152/147154606781765264","title":"Towards a national strategic environmental assessment system in Lebanon","year":2006,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Strategic environmental assessment; Christian ministry; Sustainability; Mainstream; Environmental planning; Government (linguistics); Context (archaeology); Sustainable development; Environmental systems; Environmental resource management; Political science; Environmental impact assessment; Middle East; Strategic planning; Business; Geography; Environmental science","score_opus":0.023133563706172835,"score_gpt":0.3678164069964494,"score_spread":0.3446828432902766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005805455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84277225,0.00003830382,0.00014397292,0.00008413337,0.00018340106,0.0006241551,0.000091026275,0.00007659379,0.15598616],"genre_scores_gemma":[0.9967549,0.000028908122,0.0023585013,0.00005213765,0.00018143392,0.00013490891,0.00021720046,0.000043970023,0.00022802917],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996609,0.00023401079,0.0005621147,0.0006206143,0.0012324365,0.00074186275],"domain_scores_gemma":[0.99929154,0.00011322884,0.00021424945,0.00020759483,0.0000045873835,0.0001687777],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00075345853,0.00048751468,0.0004295594,0.00015809633,0.0002573552,0.0002194058,0.00025335667,0.00019201584,0.00088036497],"category_scores_gemma":[0.0000047417907,0.00042128112,0.00015524444,0.0003362554,0.0002784425,0.0007335916,0.00028062085,0.00040878254,0.00006385355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005258046,0.0008837381,0.97806054,0.000029824276,0.000051036677,0.000052536383,0.00027521641,0.0005615366,0.013036979,0.0035611645,0.001006616,0.0024282185],"study_design_scores_gemma":[0.0016969403,0.0003651853,0.9884746,0.000028108752,0.000028386972,0.000049223694,0.0014973637,0.0055098585,0.00012628824,0.0010214305,0.0006608884,0.0005417241],"about_ca_topic_score_codex":0.0045439024,"about_ca_topic_score_gemma":0.0003037156,"teacher_disagreement_score":0.15575814,"about_ca_system_score_codex":0.002720589,"about_ca_system_score_gemma":0.00022215077,"threshold_uncertainty_score":0.9998239},"labels":[],"label_agreement":null},{"id":"W2006155152","doi":"10.1080/07011784.2015.1019568","title":"Capacity for watershed cumulative effects assessment and management in the South Saskatchewan Watershed, Canada","year":2015,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada; U.S. Environmental Protection Agency","keywords":"Watershed; Watershed management; Cumulative effects; Environmental resource management; Stakeholder; Environmental planning; Sustainability; Land use; Business; Environmental science; Computer science; Engineering; Political science; Civil engineering; Ecology","score_opus":0.023012666266755195,"score_gpt":0.2353587707215146,"score_spread":0.2123461044547594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006155152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995286,0.00008049638,0.000047854282,0.0014997696,0.00016695894,0.00087922806,0.00005187607,0.000012980163,0.0019748367],"genre_scores_gemma":[0.9965242,0.000038303107,0.0011779713,0.0012315441,0.00015010784,0.00009958733,0.000037343783,0.00004711961,0.0006938105],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967914,0.00045068964,0.00047052093,0.0004769551,0.000359351,0.0014510538],"domain_scores_gemma":[0.99786097,0.00008034463,0.00014707094,0.00031043545,0.000026923726,0.001574278],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012899032,0.00041129577,0.0004053815,0.00017766016,0.00080448866,0.00033954615,0.0006663998,0.00012232942,0.000052339597],"category_scores_gemma":[0.0000325847,0.00027253473,0.00009772036,0.00018184919,0.0004882881,0.00035802406,0.000118120144,0.00043087394,0.000005970618],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060388305,0.000040743296,0.10506282,0.00012464343,0.00015106317,0.0010104881,0.88548535,0.0017913776,0.00026535054,0.0000038037113,0.00031987668,0.005684089],"study_design_scores_gemma":[0.0027590175,0.0006632032,0.17550708,0.00023137646,0.00020050575,0.00058708555,0.05028262,0.0010322963,0.0010753281,0.004303334,0.7620567,0.0013014436],"about_ca_topic_score_codex":0.9432983,"about_ca_topic_score_gemma":0.9958327,"teacher_disagreement_score":0.83520275,"about_ca_system_score_codex":0.0048273187,"about_ca_system_score_gemma":0.000021040525,"threshold_uncertainty_score":0.9999727},"labels":[],"label_agreement":null},{"id":"W2006633432","doi":"10.7202/043685ar","title":"Les régimes juridiques d'évaluation environnementale applicables au Nunavik. Deuxième partie : le régime québécois et les chevauchements juridictionnels","year":2005,"lang":"fr","type":"article","venue":"Les Cahiers de droit","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Geography; Philosophy","score_opus":0.013744384643992824,"score_gpt":0.26375932764267634,"score_spread":0.25001494299868354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006633432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9518822,0.002505797,0.011497247,0.007880657,0.00029355212,0.00088583364,0.00022360524,0.00016273958,0.02466841],"genre_scores_gemma":[0.9623073,0.0032086924,0.00764318,0.0011289687,0.00055326545,0.00024640697,0.00022214578,0.00012707405,0.024563018],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952314,0.0005275777,0.0008415792,0.0009717244,0.0010340248,0.001393711],"domain_scores_gemma":[0.99822277,0.00018283079,0.00044605753,0.00055787165,0.000013770234,0.00057667366],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012051472,0.00073879154,0.0005749426,0.00010607887,0.0016987327,0.00020186914,0.0006272162,0.0008446242,0.0054026674],"category_scores_gemma":[0.000053231786,0.0008807749,0.00037718372,0.0002859938,0.0021166229,0.0012843155,0.00031084858,0.00092549634,0.0011810485],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013720329,0.0040826215,0.18306068,0.00023280794,0.0005497256,0.000035076097,0.03413983,0.011668648,0.07869981,0.01696227,0.005215687,0.6652157],"study_design_scores_gemma":[0.0039718505,0.0007215269,0.5637325,0.000370145,0.00084554136,0.000068024696,0.015828518,0.0057646492,0.14322235,0.02523569,0.23734055,0.0028986696],"about_ca_topic_score_codex":0.14176388,"about_ca_topic_score_gemma":0.027463738,"teacher_disagreement_score":0.662317,"about_ca_system_score_codex":0.0121038435,"about_ca_system_score_gemma":0.00034189943,"threshold_uncertainty_score":0.99960095},"labels":[],"label_agreement":null},{"id":"W2006891688","doi":"10.1016/j.eiar.2013.10.003","title":"Public participation in and learning through SEA in Kenya","year":2013,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The King's University; University of Manitoba","funders":"","keywords":"Sustainability; Transformative learning; Notice; Strengths and weaknesses; Public participation; Public relations; Political science; Inclusion (mineral); Action (physics); Focus group; Community engagement; Action learning; Environmental planning; Psychology; Business; Geography; Cooperative learning; Pedagogy; Social psychology; Marketing; Teaching method","score_opus":0.03200997882177668,"score_gpt":0.35028795526346257,"score_spread":0.3182779764416859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006891688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837159,0.0029824374,0.000038912473,0.0007406524,0.000040474755,0.0015445246,0.000005214807,0.000027222235,0.0109046735],"genre_scores_gemma":[0.975801,0.021693096,0.0006421749,0.0009281099,0.00001738905,0.00049473153,0.00007704617,0.000034570254,0.00031190977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997038,0.00053289806,0.000624601,0.0005157376,0.0005522867,0.00073645596],"domain_scores_gemma":[0.999181,0.0000900536,0.00019948333,0.0002627401,0.0000011352352,0.00026559256],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006703504,0.00037885425,0.0005058492,0.000056738936,0.00014773183,0.00009361625,0.00020937606,0.00010590299,0.014618075],"category_scores_gemma":[0.00004416336,0.00032913784,0.00011062514,0.0003301054,0.0002407145,0.001990291,0.00037665133,0.00057166436,0.0008398828],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018029295,0.0004623,0.9661983,0.00005432696,0.000011785025,0.000008805212,0.00032469278,0.000115953415,0.0015841897,0.000009028674,0.000282431,0.030946389],"study_design_scores_gemma":[0.0005755326,0.00016774955,0.99568,0.00024339366,0.000014703748,0.0000070936703,0.0002625646,0.0005678857,0.000026427704,0.00028607287,0.0018122218,0.00035635475],"about_ca_topic_score_codex":0.0021525682,"about_ca_topic_score_gemma":0.00015160073,"teacher_disagreement_score":0.030590033,"about_ca_system_score_codex":0.0016447761,"about_ca_system_score_gemma":0.00001531186,"threshold_uncertainty_score":0.9999381},"labels":[],"label_agreement":null},{"id":"W2007919909","doi":"10.1111/j.1468-2451.2003.05502003.x","title":"Making concepts matter: sustainable mobility and indicator systems in transport policy<sup>*</sup>","year":2003,"lang":"en","type":"article","venue":"International Social Science Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Corporate governance; Agency (philosophy); Sustainable development; Environmental economics; Sustainable transport; Business; Environmental resource management; Environmental planning; Economics; Political science; Environmental science; Sociology; Finance","score_opus":0.012775358084053216,"score_gpt":0.33018643375541235,"score_spread":0.3174110756713591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007919909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93273693,0.000021968159,0.00009941521,0.0005535252,0.00016751696,0.0001555636,0.0000055470327,0.000007476392,0.066252075],"genre_scores_gemma":[0.9985273,0.000018829385,0.00011358457,0.00035432976,0.00014367187,0.000009502091,8.621537e-7,0.000007903042,0.0008240004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782026,0.00008392116,0.00032962934,0.00027509948,0.00096612953,0.00052497716],"domain_scores_gemma":[0.99955285,0.000021343561,0.0001626811,0.00006246759,0.000016156222,0.00018449564],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014437024,0.00013037519,0.00015220654,0.00013127926,0.00075911544,0.00022903636,0.00042922533,0.00006969769,0.0013721175],"category_scores_gemma":[0.00006618741,0.00012194869,0.00005256951,0.00040242658,0.0009970856,0.0011685314,0.00011436685,0.00027487797,0.000057298625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000851728,0.00012580674,0.98934907,0.0000034660004,0.0000075195044,0.00003154313,0.0040176427,0.0005733162,0.00057935953,0.00451289,0.00014826945,0.00064258504],"study_design_scores_gemma":[0.000416116,0.000026536754,0.98070234,0.000012626295,0.000004268593,0.000078807774,0.008518154,0.00020950756,0.00004840115,0.003113807,0.0067022243,0.00016718965],"about_ca_topic_score_codex":0.00080190226,"about_ca_topic_score_gemma":0.000013304548,"teacher_disagreement_score":0.0657904,"about_ca_system_score_codex":0.0021741036,"about_ca_system_score_gemma":0.00012860849,"threshold_uncertainty_score":0.99954075},"labels":[],"label_agreement":null},{"id":"W2008514428","doi":"10.1016/j.ecolind.2011.09.025","title":"A vegetation-based Index of Biotic Integrity to assess marsh reclamation success in the Alberta oil sands, Canada","year":2011,"lang":"en","type":"article","venue":"Ecological Indicators","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Alberta Conservation Association","keywords":"Land reclamation; Wetland; Environmental science; Vegetation (pathology); Oil sands; Marsh; Ecology; Hydrology (agriculture); Geography; Geology; Cartography; Biology","score_opus":0.03146402610717875,"score_gpt":0.2692637143254635,"score_spread":0.23779968821828473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008514428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98049337,0.000002508812,0.000034833334,0.00036586192,0.00008764765,0.00016495949,0.0000043712253,0.000005536912,0.018840931],"genre_scores_gemma":[0.9984216,0.0000024793094,0.00022048363,0.0012247916,0.000008522148,0.00003999033,0.000008990722,0.0000052265477,0.00006787935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986611,0.00023109347,0.00027994788,0.0002072064,0.00037759935,0.00024305283],"domain_scores_gemma":[0.9993266,0.00026160662,0.00013765441,0.00015923586,0.0000027622873,0.000112152855],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041895924,0.00011995758,0.0001630465,0.000050244027,0.0000918273,0.000013187063,0.00042726044,0.000114485294,0.0020069992],"category_scores_gemma":[0.00016212385,0.00008019087,0.000036898426,0.00050014845,0.0001658425,0.000107507665,0.000089015404,0.00022970793,0.000042996453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012754683,0.00032252434,0.99698204,0.0000067867177,0.0000050004032,0.00000567108,0.0007001806,0.0001300048,0.000096876945,0.00009962637,0.00019029525,0.0014482287],"study_design_scores_gemma":[0.00018274318,0.00009480988,0.9980548,0.000009607553,0.000006908186,3.7350455e-7,0.00037115178,0.0001304112,0.00068727235,0.00020376958,0.0001525671,0.00010560477],"about_ca_topic_score_codex":0.33780614,"about_ca_topic_score_gemma":0.7098419,"teacher_disagreement_score":0.37203577,"about_ca_system_score_codex":0.00046323327,"about_ca_system_score_gemma":0.000073420364,"threshold_uncertainty_score":0.9989053},"labels":[],"label_agreement":null},{"id":"W2008622908","doi":"10.1115/ipc2006-10478","title":"Securing Pipeline Approvals in a Tough Regulatory Environment","year":2006,"lang":"en","type":"article","venue":"Volume 1: Project Management; Design and Construction; Environmental Issues; GIS/Database Development; Innovative Projects and Emerging Issues; Operations and Maintenance; Pipelining in Northern Environments; Standards and Regulations","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dillon Consulting","funders":"","keywords":"Pipeline transport; Electricity; Public participation; Business; Commission; Economic shortage; Nuclear power; Environmental planning; Engineering; Finance; Environmental science; Public administration; Government (linguistics); Political science; Environmental engineering; Electrical engineering","score_opus":0.011507064024455983,"score_gpt":0.2533932047960398,"score_spread":0.2418861407715838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008622908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96788174,0.0017363596,0.02575639,0.00048729582,0.00012123951,0.0025967204,0.00016299103,0.00006411018,0.0011931296],"genre_scores_gemma":[0.89440393,0.007307418,0.089427985,0.0001523704,0.00008764224,0.00053893466,0.00041711412,0.00010354726,0.007561025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99550855,0.00026266795,0.0011848502,0.0014271906,0.0007865573,0.000830191],"domain_scores_gemma":[0.9991344,0.00004118691,0.00027260947,0.00038208877,0.00001163363,0.00015808815],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012875436,0.0007387678,0.0006221553,0.0004591112,0.0010872476,0.00022664084,0.00017445079,0.00019046891,0.00023890681],"category_scores_gemma":[0.000020044086,0.0007232411,0.000045458557,0.0005685792,0.0013244248,0.0010994048,0.00078093074,0.00041440324,0.000013443929],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034464907,0.0013464023,0.8306404,0.00027160897,0.00029374246,0.00015856208,0.017071618,0.012197536,0.008024633,0.0030216184,0.0011572423,0.12547202],"study_design_scores_gemma":[0.008638458,0.00042586378,0.7675334,0.0008558954,0.00020460451,0.00016996801,0.034412168,0.030875556,0.0012810434,0.0012706972,0.15102269,0.003309643],"about_ca_topic_score_codex":0.0013661889,"about_ca_topic_score_gemma":0.00073696626,"teacher_disagreement_score":0.14986545,"about_ca_system_score_codex":0.00076663116,"about_ca_system_score_gemma":0.000045484776,"threshold_uncertainty_score":0.99952185},"labels":[],"label_agreement":null},{"id":"W2008723064","doi":"10.1016/j.yrtph.2008.01.013","title":"Improving the quality of risk assessments in Canada using a principle-based approach","year":2008,"lang":"en","type":"article","venue":"Regulatory Toxicology and Pharmacology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Transparency (behavior); Risk analysis (engineering); Risk assessment; Conformity assessment; Audit; Risk management; Quality assurance; Quality (philosophy); Directive; Government (linguistics); Process (computing); Openness to experience; Business; Checklist; Process management; Computer science; Accounting; Engineering; Operations management; External quality assessment; Computer security; Psychology","score_opus":0.043154522464261685,"score_gpt":0.3439266014459479,"score_spread":0.30077207898168623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008723064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99887383,0.000052771044,0.00024015282,0.000028086348,0.00016748696,0.00026511154,0.000015454236,0.000005264019,0.00035183993],"genre_scores_gemma":[0.99869114,0.00002090817,0.000694733,0.00051706104,0.000022013066,0.00001873386,0.0000028582544,0.000008318649,0.000024242627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982499,0.00066365633,0.00032764295,0.00025060523,0.00020493024,0.0003032967],"domain_scores_gemma":[0.99928063,0.00023227844,0.00026336586,0.00013173911,0.00000333996,0.000088653826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005604431,0.00013361967,0.00025865683,0.000024232266,0.000251634,0.0000020325074,0.00017461303,0.00010009246,0.00043042673],"category_scores_gemma":[0.000016852362,0.00010773377,0.000035259145,0.00012973885,0.00064037024,0.00008383259,0.00016670529,0.00025959374,0.0000013141153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006252396,0.00013560765,0.90005493,0.0000125131,0.000021232523,0.000008764978,0.00015846759,0.010811064,0.08809206,0.00002553844,0.000049707294,0.0005675913],"study_design_scores_gemma":[0.00095816405,0.00004343725,0.97657317,0.0000013716726,0.000025495205,0.0000096031135,0.00014216892,0.014625223,0.007370604,0.00003314342,0.00009892505,0.000118677555],"about_ca_topic_score_codex":0.3180696,"about_ca_topic_score_gemma":0.12205163,"teacher_disagreement_score":0.19601798,"about_ca_system_score_codex":0.0009961479,"about_ca_system_score_gemma":0.00036256344,"threshold_uncertainty_score":0.89396864},"labels":[],"label_agreement":null},{"id":"W2009598147","doi":"10.1680/udap.2010.163.2.79","title":"Urban social sustainability themes and assessment methods","year":2010,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Urban Design and Planning","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Social sustainability; Sustainability organizations; Context (archaeology); Sociology; Geography","score_opus":0.016116508937859337,"score_gpt":0.2967859128777418,"score_spread":0.2806694039398825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009598147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98198986,0.00008012648,0.0066347453,0.00020750442,0.00016117257,0.00035201263,0.000003680836,0.000024613726,0.010546288],"genre_scores_gemma":[0.9866414,0.000008772111,0.013141355,0.000025920386,0.000040688585,0.000009281142,5.931132e-7,0.000007183321,0.00012479092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992113,0.000020807513,0.00020065115,0.00016868686,0.00022620778,0.00017232905],"domain_scores_gemma":[0.99964035,0.00006664036,0.00015430232,0.000051707608,0.00002000533,0.00006699922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068295957,0.00013483982,0.0001832522,0.000032993645,0.00022593503,0.000026277676,0.00015780909,0.00009392952,0.000034094133],"category_scores_gemma":[0.00013072895,0.000102803824,0.00004716177,0.00013780917,0.00057933404,0.00031263102,0.00015043558,0.00025411273,1.960536e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006190364,0.00016368348,0.7140818,0.00021728098,0.00007706722,7.082587e-7,0.0129855815,0.0005160119,0.24452785,0.01440906,0.0066365595,0.006322489],"study_design_scores_gemma":[0.0009634133,0.0002107068,0.93257934,0.00008837353,0.0001485902,0.000013532816,0.005594452,0.008431482,0.037894756,0.0067741084,0.0067942305,0.0005069961],"about_ca_topic_score_codex":0.000042637083,"about_ca_topic_score_gemma":0.0000013223421,"teacher_disagreement_score":0.21849754,"about_ca_system_score_codex":0.00007891027,"about_ca_system_score_gemma":0.000021824018,"threshold_uncertainty_score":0.41922182},"labels":[],"label_agreement":null},{"id":"W2010006318","doi":"10.1007/s00267-001-0028-9","title":"Public Involvement in Environmental Assessment: The Case of the Nonparticipant","year":2002,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":138,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Public involvement; Public relations; Psychology; Applied psychology; Political science","score_opus":0.0328671919395054,"score_gpt":0.24636217919615672,"score_spread":0.2134949872566513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010006318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9684664,0.00013537762,0.000039222785,0.0013950422,0.00024313103,0.0012934363,0.00004184113,0.000019819581,0.028365757],"genre_scores_gemma":[0.99571025,0.0003452455,0.00028040295,0.0008036409,0.000030953317,0.00021894525,0.000010400013,0.000040540875,0.0025596246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968011,0.00033810496,0.0006831251,0.00058152963,0.0008307822,0.00076536596],"domain_scores_gemma":[0.99851495,0.00006022418,0.0002842379,0.0009695404,4.6437557e-7,0.00017061013],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000560306,0.0003945969,0.00028604452,0.000059834863,0.00051565544,0.000055821103,0.0008756948,0.00008795917,0.012307196],"category_scores_gemma":[0.0000049022015,0.00026144666,0.00022170157,0.00032194087,0.0010552672,0.00039627482,0.0019158565,0.00036976323,0.0005902991],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014389268,0.004305453,0.9303934,0.000032729582,0.00021190745,0.00072893425,0.0031565716,0.0013806105,0.0076808403,0.0012611496,0.0026269814,0.048207056],"study_design_scores_gemma":[0.001620036,0.00015149363,0.9733196,0.000026654701,0.00012214771,0.00011760332,0.007151744,0.0036666694,0.0008348653,0.0008212196,0.011622158,0.00054583664],"about_ca_topic_score_codex":0.00023925731,"about_ca_topic_score_gemma":0.00027273752,"teacher_disagreement_score":0.04766122,"about_ca_system_score_codex":0.0012921072,"about_ca_system_score_gemma":0.000002525407,"threshold_uncertainty_score":0.9999838},"labels":[],"label_agreement":null},{"id":"W2010582573","doi":"10.1080/13549830306669","title":"\"What Works Well; What Needs Improvement\": Lessons in public consultation from British Columbia's resource planning processes","year":2003,"lang":"en","type":"article","venue":"Local Environment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Government (linguistics); Public participation; Resource (disambiguation); Commission; Public relations; Process (computing); Plan (archaeology); Business; Resource management (computing); Public administration; Environmental resource management; Political science; Economics; Computer science; Geography","score_opus":0.01371292760857861,"score_gpt":0.23392744993751652,"score_spread":0.2202145223289379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010582573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99029756,0.0019553725,0.001977222,0.00080200686,0.00027387103,0.0006668492,0.000014501939,0.000051314903,0.0039612856],"genre_scores_gemma":[0.9913102,0.004416087,0.000338718,0.0013221139,0.00003802428,0.00016124288,0.00012374537,0.000050659048,0.0022392462],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971322,0.00017710417,0.00050702895,0.0006655573,0.00076342234,0.00075469585],"domain_scores_gemma":[0.9989904,0.00016117576,0.00018922225,0.0003246685,0.0000025646614,0.0003319584],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032262228,0.00028392064,0.00032582163,0.000041254916,0.0003475257,0.0020912918,0.00031725256,0.00023342637,0.00653079],"category_scores_gemma":[0.000050199804,0.00040742868,0.00007450686,0.00039039901,0.00058210996,0.0035464459,0.0002492748,0.00037010724,0.0004378114],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007364992,0.0037193217,0.28621468,0.00005028657,0.00015717022,0.0002504413,0.010613601,0.028231148,0.006046548,0.000032132946,0.006716796,0.6578942],"study_design_scores_gemma":[0.010048471,0.00096606225,0.32014915,0.0015661466,0.00016837753,0.00003978132,0.23500507,0.0011772638,0.004787629,0.0055818204,0.41719827,0.0033119565],"about_ca_topic_score_codex":0.004700384,"about_ca_topic_score_gemma":0.0058719493,"teacher_disagreement_score":0.65458226,"about_ca_system_score_codex":0.001169769,"about_ca_system_score_gemma":0.000026857695,"threshold_uncertainty_score":0.99983776},"labels":[],"label_agreement":null},{"id":"W2010694933","doi":"10.3152/147154602781766681","title":"Strategic environmental assessment of Canadian energy policy","year":2002,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Strategic environmental assessment; Environmental policy; Environmental impact assessment; Environmental planning; Environmental resource management; Environmental science; Business; Natural resource economics; Political science; Economics","score_opus":0.03579897882607014,"score_gpt":0.3620415772769312,"score_spread":0.32624259845086107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010694933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81200075,0.00008839253,0.000067139445,0.0003396894,0.00013798889,0.00031216018,0.000157308,0.000035422658,0.18686117],"genre_scores_gemma":[0.99656796,0.0006884845,0.0014361615,0.00020598668,0.00013461994,0.00004291372,0.00008056425,0.000044514392,0.0007988196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731857,0.00017894722,0.00045169896,0.00047839683,0.0006932227,0.00087913964],"domain_scores_gemma":[0.9987623,0.000105639076,0.00022096589,0.00034202237,0.0000037293246,0.00056534744],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027542515,0.00044093566,0.00042917632,0.00048495395,0.00030365709,0.000106056716,0.0003074495,0.00018567886,0.0060746814],"category_scores_gemma":[0.000008487768,0.00038332838,0.00018006068,0.00073730823,0.0004470856,0.0005340893,0.00021854782,0.00027458704,0.000036864556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015666896,0.0007859502,0.95748717,0.000017201648,0.00019500898,0.000035787438,0.0011167207,0.00012791612,0.017121831,0.0039586797,0.005030435,0.014107664],"study_design_scores_gemma":[0.0015637515,0.0011171383,0.9719811,0.000020693144,0.00008230367,0.000056645782,0.0013518018,0.008089235,0.0003377022,0.00084588304,0.01368901,0.00086470036],"about_ca_topic_score_codex":0.15765114,"about_ca_topic_score_gemma":0.010012086,"teacher_disagreement_score":0.18606235,"about_ca_system_score_codex":0.0010650015,"about_ca_system_score_gemma":0.00019007536,"threshold_uncertainty_score":0.99986184},"labels":[],"label_agreement":null},{"id":"W201190161","doi":"","title":"The Science of Assessment: Identifying and Predicting Environmental Impacts","year":2005,"lang":"en","type":"book-chapter","venue":"QUT ePrints (Queensland University of Technology)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Identification (biology); Natural (archaeology); Process (computing); Legislation; Impact assessment; Risk assessment; Environmental planning; Environmental resource management; Management science; Engineering; Computer science; Environmental science; Ecology; Political science; Geography","score_opus":0.008279252845933617,"score_gpt":0.22436400426136663,"score_spread":0.216084751415433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W201190161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8039283,0.00018005968,0.00004111021,0.00028506448,0.00007351582,0.00031759663,0.000058439797,0.00004435212,0.19507153],"genre_scores_gemma":[0.97029257,0.0022687784,0.0012186909,0.00000698764,0.000014228274,2.8437313e-7,0.000004907133,0.00001880418,0.026174739],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837637,0.000014545842,0.0002631008,0.00044783764,0.00056062266,0.00033752318],"domain_scores_gemma":[0.9988719,0.00004684153,0.0005083846,0.00044742934,0.000007260823,0.00011814909],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003824185,0.00024766926,0.00032816047,0.00016552261,0.0006635885,0.000019691219,0.0007512984,0.00030545582,0.0007260163],"category_scores_gemma":[0.000016044996,0.00022907564,0.000097924254,0.00009376577,0.004895744,0.0002754249,0.0016320619,0.00045495917,0.000050316783],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008479854,0.00028023214,0.72924393,0.00009853933,0.00043167608,0.00007702084,0.0014650074,0.000053779644,0.071896404,0.019163173,0.00043249506,0.17677294],"study_design_scores_gemma":[0.001494181,0.00030788744,0.9326713,0.00037394025,0.0003355637,0.000041791798,0.0031495984,0.00021109263,0.0050542257,0.01730597,0.038157422,0.0008970461],"about_ca_topic_score_codex":0.00014380483,"about_ca_topic_score_gemma":0.00008993255,"teacher_disagreement_score":0.20342734,"about_ca_system_score_codex":0.000497181,"about_ca_system_score_gemma":0.000041955045,"threshold_uncertainty_score":0.99781233},"labels":[],"label_agreement":null},{"id":"W2012956826","doi":"10.1080/09644010903576934","title":"Environmental prospects in Canada","year":2010,"lang":"en","type":"article","venue":"Environmental Politics","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Acadia University","funders":"Canada Research Chairs","keywords":"Political science; Environmental resource management; Environmental planning; Environmental protection; Geography; Environmental science","score_opus":0.003402950592159917,"score_gpt":0.19838641931729525,"score_spread":0.19498346872513533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012956826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98395973,0.000018180075,0.000003871627,0.00016786295,0.0004656781,0.00034674266,0.00012504292,0.00002202935,0.014890849],"genre_scores_gemma":[0.9970119,0.000029389328,0.0004173469,0.00091905595,0.00011925516,0.00003341398,0.00005067096,0.000051277373,0.0013676962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99738383,0.00004929829,0.00040345435,0.0005055463,0.00074869924,0.00090918154],"domain_scores_gemma":[0.9989872,0.00004472824,0.00010212473,0.00043126504,2.0558718e-7,0.00043447816],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012082262,0.00035276843,0.00025661424,0.000034377215,0.00019358279,0.000026711163,0.00039640247,0.00012100824,0.012943303],"category_scores_gemma":[0.000010948646,0.00037026944,0.0000729324,0.00009106038,0.0004362172,0.00031878654,0.00042561552,0.00063263194,0.0011669102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044783337,0.00027951377,0.93139076,0.000002124036,0.000007546245,0.000069215734,0.0001916523,0.000082604434,0.065450765,0.00012004572,0.0005623389,0.0018389665],"study_design_scores_gemma":[0.0005810499,0.000041262545,0.979498,0.000003217168,0.000009936446,0.000027267992,0.0006209742,0.00017438001,0.0068720705,0.00080159766,0.01091662,0.00045358305],"about_ca_topic_score_codex":0.46685857,"about_ca_topic_score_gemma":0.64439654,"teacher_disagreement_score":0.17753796,"about_ca_system_score_codex":0.0032696768,"about_ca_system_score_gemma":0.00007647394,"threshold_uncertainty_score":0.99987495},"labels":[],"label_agreement":null},{"id":"W2012962175","doi":"10.7202/1017154ar","title":"La gestion de la qualité de l’air en Belgique : une gouvernance multiniveau entre incertitudes politiques et techniques","year":2013,"lang":"fr","type":"article","venue":"Télescope Revue d’analyse comparée en administration publique","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.024507826061651063,"score_gpt":0.34795237796621625,"score_spread":0.32344455190456517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012962175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92195153,0.0005423223,0.011077693,0.0307551,0.00013916312,0.0010616718,0.00013993403,0.00026156535,0.03407102],"genre_scores_gemma":[0.97113335,0.003038296,0.01911253,0.0011901907,0.00028200564,0.000189298,0.00015895008,0.0000691856,0.0048261946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9918194,0.005280086,0.0009077751,0.00068887486,0.00047566846,0.00082822406],"domain_scores_gemma":[0.99704885,0.0012056855,0.0005865243,0.00048692594,0.000053593918,0.0006184209],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00261837,0.000577603,0.0006278346,0.00013060804,0.00024000618,0.0004577707,0.0006042474,0.0008971565,0.001985357],"category_scores_gemma":[0.00051556126,0.0006385933,0.00026967676,0.00049637974,0.00077517197,0.002178004,0.00029959064,0.0011927595,0.00039090696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014710627,0.0050083883,0.7055694,0.0008153574,0.0006281919,0.00032982658,0.03101882,0.0025375912,0.058580156,0.11815546,0.015218181,0.06199155],"study_design_scores_gemma":[0.00042291792,0.00030247125,0.93917525,0.00064203894,0.0001550594,0.00017487595,0.0029881,0.0016506391,0.016632391,0.005346557,0.031734444,0.00077526516],"about_ca_topic_score_codex":0.046869263,"about_ca_topic_score_gemma":0.008324001,"teacher_disagreement_score":0.23360586,"about_ca_system_score_codex":0.003427859,"about_ca_system_score_gemma":0.00086116086,"threshold_uncertainty_score":0.99960655},"labels":[],"label_agreement":null},{"id":"W2014608760","doi":"10.1002/tqem.20044","title":"Stakeholder engagement: A three-phase methodology","year":2005,"lang":"en","type":"article","venue":"Environmental Quality Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"","keywords":"Gable; Stakeholder; Citation; Stakeholder engagement; Quality (philosophy); Library science; Sociology; Computer science; Political science; History; Public relations; Philosophy; Archaeology","score_opus":0.19895975172216515,"score_gpt":0.39647979972803354,"score_spread":0.1975200480058684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014608760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9144839,0.00009013907,0.012486596,0.0010022746,0.0002284329,0.0010596447,0.000059982656,0.000141772,0.070447266],"genre_scores_gemma":[0.9626082,0.00015059038,0.026988927,0.0024316178,0.00014888802,0.00015353003,0.00009735909,0.000058592836,0.0073622838],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9959485,0.0006213603,0.00072080514,0.0008628392,0.0010127687,0.00083374366],"domain_scores_gemma":[0.99859333,0.00010330215,0.00023943555,0.000738603,7.978435e-7,0.00032453393],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017481265,0.00046588175,0.00040625475,0.00006774028,0.0004549104,0.000062851526,0.0005855482,0.00012999334,0.030659601],"category_scores_gemma":[0.000012962891,0.0004664688,0.00020334081,0.00017289944,0.0005027426,0.00060881604,0.0012230313,0.00032871426,0.007391162],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023701633,0.0064503322,0.12242777,0.00005374754,0.0005367359,0.00008999603,0.0028808666,0.0018413804,0.02149446,0.005163905,0.0094530275,0.82937074],"study_design_scores_gemma":[0.005364688,0.0003793572,0.6447161,0.0000149681855,0.00019375862,0.00000962445,0.0026028238,0.0005224557,0.0033545177,0.0034065535,0.33811438,0.0013208124],"about_ca_topic_score_codex":0.00014612246,"about_ca_topic_score_gemma":0.00012410151,"teacher_disagreement_score":0.82804996,"about_ca_system_score_codex":0.001181279,"about_ca_system_score_gemma":0.0000031118848,"threshold_uncertainty_score":0.9997787},"labels":[],"label_agreement":null},{"id":"W2015255593","doi":"10.2495/sdp-v9-n6-739-753","title":"Evaluating local sustainability: planning in northern british columbia, canada","year":2014,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Sustainability; Sustainable development; Social sustainability; Public participation; Environmental planning; Realm; Urban planning; Political science; Environmental resource management; Sociology; Public administration; Geography; Civil engineering; Engineering; Economics; Law; Ecology","score_opus":0.011025932706909646,"score_gpt":0.274446647402174,"score_spread":0.26342071469526435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015255593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971279,0.000067507885,0.0009748383,0.00014972246,0.00017582969,0.00009003604,6.411813e-7,0.000003903975,0.0014096091],"genre_scores_gemma":[0.99762136,0.0000029854766,0.00089433306,0.00019758384,0.000069911155,0.000003984569,0.000005439339,0.000009190892,0.0011952193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834365,0.000070144815,0.0004294965,0.00014828469,0.0006941075,0.0003142991],"domain_scores_gemma":[0.9994271,0.00010355611,0.00022324505,0.000039974602,0.00009000449,0.00011613337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009549429,0.00009157279,0.00017040913,0.000047729227,0.00016667857,0.00020856767,0.00022939664,0.00004404807,0.00011661742],"category_scores_gemma":[0.00025802187,0.00012261035,0.000022736534,0.0001013131,0.00006948459,0.00038511853,0.00019356009,0.00020290259,9.735018e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023002363,0.0000345198,0.9387176,0.000011577098,0.000026997746,0.0013053496,0.0026608573,0.010473252,0.000010989418,0.0000063579514,0.00032718902,0.046402276],"study_design_scores_gemma":[0.00070345134,0.000049231072,0.9448657,0.000105937164,0.000005764001,0.000084527834,0.04194506,0.00063788967,0.000019931518,0.00089604635,0.010511908,0.000174534],"about_ca_topic_score_codex":0.34352335,"about_ca_topic_score_gemma":0.52201575,"teacher_disagreement_score":0.17849241,"about_ca_system_score_codex":0.002203315,"about_ca_system_score_gemma":0.00036113043,"threshold_uncertainty_score":0.66084814},"labels":[],"label_agreement":null},{"id":"W2015566308","doi":"10.3152/146155109x479459","title":"The contribution of capacities and context to EIA system performance and effectiveness in developing countries: towards a better understanding","year":2009,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Developing country; Context (archaeology); Sustainable development; Conceptual framework; Environmental planning; Business; Environmental resource management; Political science; Economic growth; Economics","score_opus":0.02412784359048034,"score_gpt":0.34908476659601767,"score_spread":0.32495692300553736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015566308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99687856,0.00009194234,0.0011420456,0.00046547924,0.00006835445,0.00060555694,0.0000099767885,0.000014660594,0.0007234257],"genre_scores_gemma":[0.9993483,0.00030187485,0.00017689783,0.00011422602,0.000016963246,0.000026723255,0.000004027423,0.0000072122057,0.000003791809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988422,0.00014543193,0.00022692191,0.00020584428,0.00026125312,0.0003183925],"domain_scores_gemma":[0.9994637,0.00028024786,0.00009164276,0.000081079044,0.0000067180777,0.0000766306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007904278,0.00018541659,0.0002660125,0.00005201808,0.00030032435,0.000115143666,0.00007249852,0.00006625227,0.0000047224694],"category_scores_gemma":[0.000019548814,0.00012768536,0.000024081257,0.00015428194,0.00030136172,0.0003833576,0.00008822637,0.00011230729,8.017707e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020755397,0.000025982597,0.9803685,0.0000615888,0.000034717126,0.0000027847511,0.00413496,0.000011425098,0.0013148481,0.0040577617,0.00004347619,0.009736384],"study_design_scores_gemma":[0.00085268373,0.0005194613,0.9915101,0.00017569735,0.000015833755,0.000012987834,0.0052967784,0.0005033462,0.0005171348,0.00016726121,0.00024660164,0.00018211736],"about_ca_topic_score_codex":0.00056405645,"about_ca_topic_score_gemma":0.00013608311,"teacher_disagreement_score":0.01114158,"about_ca_system_score_codex":0.00076951075,"about_ca_system_score_gemma":0.000052593245,"threshold_uncertainty_score":0.5206858},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.03731271437039155,"score_gpt":0.30074973521583565,"score_spread":0.26343702084544407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016377461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98873174,0.0005515221,0.00002916664,0.0062795235,0.000109630295,0.00070502027,0.000033059925,0.0000069213775,0.0035534352],"genre_scores_gemma":[0.95015454,0.04662203,0.0016437764,0.0010907162,0.000091170936,0.00006553475,0.00002198243,0.000033891218,0.00027634745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967674,0.00020463455,0.00089683814,0.00043301738,0.001032152,0.0006659399],"domain_scores_gemma":[0.99868554,0.00008001996,0.00056896254,0.00021328431,0.0000025799777,0.00044963282],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004732709,0.0004308927,0.00046283493,0.00019069464,0.00020324792,0.00010206089,0.00026362392,0.00007039567,0.0013245178],"category_scores_gemma":[0.0000018123898,0.0004023853,0.00008110252,0.000079471756,0.00027724067,0.0011393229,0.0005611357,0.00034302584,0.0000104916835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037695878,0.0009564083,0.8537041,0.00021334396,0.00032795055,0.0002756936,0.0009962217,0.00033888806,0.0049182666,0.0021275452,0.00047521142,0.13562869],"study_design_scores_gemma":[0.0015211873,0.00033213152,0.9593133,0.00005827159,0.00006634001,0.00009065537,0.030276444,0.0001139508,0.000029837247,0.0015765077,0.0062323525,0.0003890458],"about_ca_topic_score_codex":0.09548296,"about_ca_topic_score_gemma":0.05730622,"teacher_disagreement_score":0.13523965,"about_ca_system_score_codex":0.0044521154,"about_ca_system_score_gemma":0.00012948185,"threshold_uncertainty_score":0.9998428},"labels":[],"label_agreement":null},{"id":"W2017526587","doi":"10.1080/13549839.2010.509389","title":"Great Lakes environmental indicators and state of the environment reporting: use, needs, and limitations","year":2010,"lang":"en","type":"article","venue":"Local Environment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Environmental resource management; Corporate governance; Business; Environmental planning; Environmental governance; State (computer science); State of the Environment; Environmental reporting; Environmental protection; Geography; Environmental science; Accounting; Finance","score_opus":0.01537147422199357,"score_gpt":0.22300292741520644,"score_spread":0.20763145319321288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017526587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99747604,0.0000653463,0.0003145355,0.00032750334,0.0001113245,0.00052450295,0.000048516646,0.000018029195,0.0011141853],"genre_scores_gemma":[0.9967247,0.0006119239,0.0008541387,0.0002415802,0.000018522709,0.000043697113,0.0000138755795,0.000039568196,0.0014519508],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99747187,0.00009810528,0.00079077773,0.0005045566,0.0006983063,0.0004363818],"domain_scores_gemma":[0.99826956,0.00014655355,0.00071221596,0.00054401165,5.2726983e-7,0.00032711573],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035161639,0.00035237448,0.00032459357,0.000060158985,0.00036021613,0.00004480824,0.0002469081,0.00013784251,0.0007959946],"category_scores_gemma":[0.000059558646,0.00027153024,0.000113608534,0.000111857815,0.0025949103,0.0003634427,0.00086503755,0.00043662993,0.00007875166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016652888,0.0003258818,0.80435234,0.00000908812,0.000049767197,0.000007209659,0.0014760561,0.00086279056,0.092425495,0.000079124955,0.00009510365,0.100300506],"study_design_scores_gemma":[0.00044389747,0.00011806721,0.9698039,0.000008205685,0.000065853455,0.000023296207,0.00042594902,0.00021727216,0.0082858,0.00044345713,0.019846058,0.00031820434],"about_ca_topic_score_codex":0.00013630287,"about_ca_topic_score_gemma":0.00008858134,"teacher_disagreement_score":0.16545162,"about_ca_system_score_codex":0.00018972879,"about_ca_system_score_gemma":0.0000073854453,"threshold_uncertainty_score":0.9999737},"labels":[],"label_agreement":null},{"id":"W2019561536","doi":"10.12927/hcq..18506","title":"Commentary: The Benefits and Impacts of the MOE/MAR Implementation: A Quantitative Approach","year":2006,"lang":"en","type":"letter","venue":"Healthcare Quarterly","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Ministry of Education, India; Ministry of Earth Sciences","keywords":"Best practice; Medicine; Management; Economics","score_opus":0.026406040205850956,"score_gpt":0.31245474916645516,"score_spread":0.2860487089606042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019561536","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19070159,0.00050973904,0.00001863229,0.805301,0.00029511118,0.0015491861,0.00080258166,0.000022319578,0.0007998352],"genre_scores_gemma":[0.47955665,0.00008639632,0.00043903373,0.5185452,0.00043482962,0.00012547351,0.0005583139,0.000065363805,0.00018875324],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99711233,0.0005664993,0.00051932654,0.00043133582,0.0008105498,0.00055992795],"domain_scores_gemma":[0.99874663,0.00013892603,0.00049774436,0.00051340467,0.000010526615,0.00009279028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000306225,0.0003749004,0.00038343127,0.000028236389,0.0005135823,0.00006299297,0.000496607,0.00028945145,0.0001936844],"category_scores_gemma":[0.0000025436368,0.00022838352,0.00015857724,0.00022335269,0.00060910615,0.00020162627,0.00015397836,0.0009166527,0.000025752668],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008481697,0.00006787928,0.067108884,0.00011508614,0.00005855849,0.0000047686635,0.0059861727,0.0000044935655,0.000037256108,0.00012978923,0.9151777,0.011300907],"study_design_scores_gemma":[0.001232694,0.00188755,0.794925,0.00018501443,0.00021559109,0.000032565054,0.01358839,0.0000708773,0.00008669957,0.0019068788,0.18497919,0.0008895844],"about_ca_topic_score_codex":0.028456876,"about_ca_topic_score_gemma":0.0037631376,"teacher_disagreement_score":0.73019856,"about_ca_system_score_codex":0.0004128375,"about_ca_system_score_gemma":0.000039598952,"threshold_uncertainty_score":0.97801274},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.011640634309824538,"score_gpt":0.2660295011255602,"score_spread":0.25438886681573564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021373096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98480266,0.00010264197,0.0011192727,0.0015465232,0.00026574425,0.0009473387,0.00008420638,0.000015967147,0.011115667],"genre_scores_gemma":[0.98456466,0.0017292524,0.010598505,0.001953438,0.00012748831,0.000037843653,0.000022997197,0.000043523665,0.00092230295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675745,0.0002761234,0.0006851885,0.0005231459,0.0010485497,0.0007095538],"domain_scores_gemma":[0.99853766,0.0001141365,0.00055125554,0.00037289635,0.0000034509214,0.0004205836],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000541011,0.00050704746,0.00047989356,0.00008949788,0.0005349066,0.000092883194,0.0004941482,0.000083109924,0.00045824386],"category_scores_gemma":[0.000004103344,0.00036176192,0.00013600713,0.00014314681,0.00054141553,0.0006716589,0.0012590424,0.00037362386,0.0000124818935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034318358,0.002045975,0.84831685,0.0003064052,0.0037944417,0.0014518803,0.034002393,0.0004519537,0.0054740948,0.0035895067,0.0057501616,0.09447318],"study_design_scores_gemma":[0.001933289,0.00026525508,0.97503716,0.0000842322,0.0004393933,0.000018898087,0.012567082,0.00008379325,0.0003280814,0.0021507614,0.0066530765,0.0004389703],"about_ca_topic_score_codex":0.047363393,"about_ca_topic_score_gemma":0.0111095635,"teacher_disagreement_score":0.12672035,"about_ca_system_score_codex":0.0018151887,"about_ca_system_score_gemma":0.00004318205,"threshold_uncertainty_score":0.9998834},"labels":[],"label_agreement":null},{"id":"W2023348403","doi":"10.3152/147154601781767212","title":"Into the fog? Stakeholder input in participatory impact assessment","year":2001,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Stakeholder; Citizen journalism; Variety (cybernetics); Bottleneck; Public participation; Environmental planning; Project appraisal; Participatory rural appraisal; Stakeholder engagement; Participatory planning; Environmental resource management; Impact assessment; Participatory GIS; Stakeholder analysis; Plan (archaeology); Business; Political science; Public administration; Public relations; Computer science; Operations management; Geography; Engineering; Economics","score_opus":0.0662966634487145,"score_gpt":0.43343186303146797,"score_spread":0.3671351995827535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023348403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805765,0.000096691,0.00022980406,0.0007341418,0.00025279968,0.0009413009,0.000013479014,0.00006799991,0.017087262],"genre_scores_gemma":[0.99797386,0.00025158245,0.0007525517,0.0003434031,0.00014767518,0.00020399681,0.000040143357,0.0000535923,0.00023320582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99604714,0.0006213249,0.00056961767,0.0006143247,0.00092011475,0.001227503],"domain_scores_gemma":[0.9984328,0.00045062441,0.00022490685,0.00050910976,0.000009144325,0.00037342362],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001963967,0.0005620151,0.0004875748,0.00012863151,0.0004591001,0.0003021507,0.0004441923,0.00018494566,0.0020891617],"category_scores_gemma":[0.000056157645,0.00036046738,0.00021683674,0.0007146539,0.0005028583,0.0010136509,0.0004768303,0.00068096834,0.000063426356],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000906729,0.00047406417,0.9774694,0.0000071776744,0.00008646277,0.000042892592,0.0046205013,0.00030252352,0.0019408278,0.00006271639,0.0018002398,0.013102561],"study_design_scores_gemma":[0.0013442399,0.0006096283,0.98979753,0.000021903381,0.00004931846,0.000027798746,0.0020396803,0.0020615377,0.000053857,0.00043989328,0.003064827,0.0004897635],"about_ca_topic_score_codex":0.0087708095,"about_ca_topic_score_gemma":0.0014373315,"teacher_disagreement_score":0.017397327,"about_ca_system_score_codex":0.0015391838,"about_ca_system_score_gemma":0.00027092575,"threshold_uncertainty_score":0.9998847},"labels":[],"label_agreement":null},{"id":"W2023923402","doi":"10.1007/s10661-006-9542-9","title":"Review of the effects of in-stream pipeline crossing construction on aquatic ecosystems and examination of Canadian methodologies for impact assessment","year":2007,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Environment and Climate Change Canada","funders":"","keywords":"Benthic zone; Environmental science; Habitat; Invertebrate; Riparian zone; Ecology; STREAMS; Ecosystem; River ecosystem; Aquatic ecosystem; Cumulative effects; Fishery; Water quality; Biology","score_opus":0.02652204730955314,"score_gpt":0.35069795268769444,"score_spread":0.3241759053781413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023923402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970196,0.0010958144,0.0002972396,0.000039278773,0.00024159359,0.000745401,0.000024072713,0.0000032620467,0.00053375575],"genre_scores_gemma":[0.99011946,0.0029686475,0.00680604,0.000017427044,0.000024602994,0.000024559737,0.0000076224937,0.000011772603,0.000019856438],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985277,0.00019393329,0.0004983927,0.00022223164,0.00032248624,0.00023522913],"domain_scores_gemma":[0.9988565,0.00049460935,0.00038064818,0.00016846356,0.0000022732297,0.00009754788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012623826,0.00017550628,0.00034845027,0.0001074643,0.00013486827,0.0000120424675,0.00009978437,0.00007080216,0.000015655896],"category_scores_gemma":[0.00006387509,0.00013294206,0.000079114834,0.00016300695,0.00037573496,0.00012681702,0.000091950154,0.00013060968,2.3362628e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009312883,0.00013825938,0.859497,0.00085287273,0.00002532111,8.624761e-7,0.0003167152,0.000045945253,0.06739672,0.000029372179,0.000008414016,0.07167921],"study_design_scores_gemma":[0.0004845622,0.00033475575,0.94497967,0.0018259042,0.000046048073,0.0000027684905,0.00081296713,0.000090358786,0.05118084,0.00007873928,0.00005367813,0.000109702014],"about_ca_topic_score_codex":0.0073579843,"about_ca_topic_score_gemma":0.00052866637,"teacher_disagreement_score":0.08548269,"about_ca_system_score_codex":0.00071846676,"about_ca_system_score_gemma":0.000027201904,"threshold_uncertainty_score":0.9992521},"labels":[],"label_agreement":null},{"id":"W2024097429","doi":"10.3152/146155111x12913679730557","title":"A proposal for further strengthening science in environmental impact assessment in Canada","year":2011,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Underpinning; Scholarship; Political science; Environmental impact assessment; Environmental planning; Public relations; Sociology; Engineering ethics; Engineering; Geography; Law","score_opus":0.022886969797324658,"score_gpt":0.35874806074706383,"score_spread":0.33586109094973915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024097429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925155,0.00002074902,0.00011893076,0.00008161246,0.00023238402,0.0014068575,0.000092047165,0.000022013328,0.005509881],"genre_scores_gemma":[0.99228233,0.000032641186,0.0072441055,0.000053132022,0.00004406247,0.00022046341,0.000039628212,0.000047126676,0.00003649951],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963951,0.00015462162,0.0005776159,0.00074867986,0.00088770216,0.0012362438],"domain_scores_gemma":[0.9989588,0.00017698796,0.00022424235,0.0003088313,0.0000047906547,0.00032634218],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010890701,0.0005060738,0.00048088309,0.00022409493,0.00023802821,0.00011151845,0.0004639503,0.00010350182,0.0012167066],"category_scores_gemma":[0.000028234881,0.00041104603,0.00012360087,0.00055441953,0.00048289215,0.0011371991,0.00038869365,0.00046492915,0.000006023675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109381275,0.00043220204,0.9810073,0.0000094000825,0.000026105872,0.000025319696,0.00351186,0.000103305945,0.0055838567,0.00005588927,0.00010921559,0.00902616],"study_design_scores_gemma":[0.0018302082,0.0006329191,0.9878291,0.000026085381,0.000019893216,0.0000146411285,0.004076544,0.0043388247,0.0003352,0.0003121979,0.00005898239,0.0005254159],"about_ca_topic_score_codex":0.61923486,"about_ca_topic_score_gemma":0.40175453,"teacher_disagreement_score":0.21748035,"about_ca_system_score_codex":0.0060448283,"about_ca_system_score_gemma":0.002883123,"threshold_uncertainty_score":0.9998341},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0125461996751304,"score_gpt":0.3150926406265338,"score_spread":0.30254644095140343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025288144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818348,0.00005398591,0.0018151774,0.004403796,0.00028657916,0.0006400125,0.00021826442,0.000010821743,0.010736509],"genre_scores_gemma":[0.9896494,0.002335087,0.0066331006,0.00071204704,0.00019532512,0.000025510179,0.00003331923,0.000028028648,0.00038814818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964209,0.00017258544,0.0009805764,0.00042664842,0.001477759,0.00052152463],"domain_scores_gemma":[0.9982489,0.00008162377,0.0008020833,0.00036008182,0.000008236215,0.0004990961],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005162766,0.00038311342,0.00053473463,0.0001636751,0.00022268736,0.00005399786,0.00066413835,0.000090057794,0.0016422215],"category_scores_gemma":[0.000033006363,0.0003318028,0.00029147367,0.00025568256,0.00044282188,0.0009651161,0.0009690735,0.0002791652,0.000013132028],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010912189,0.0031770805,0.949129,0.000032698885,0.0008654396,0.00017250642,0.0011937798,0.0013338043,0.007868384,0.0018172433,0.0035628045,0.030738132],"study_design_scores_gemma":[0.0014855677,0.0006178313,0.9804923,0.000028248685,0.00007443183,0.000028525548,0.0007767001,0.00010856302,0.00015051503,0.0010637466,0.014878327,0.00029525452],"about_ca_topic_score_codex":0.00052152557,"about_ca_topic_score_gemma":0.00002663924,"teacher_disagreement_score":0.031363282,"about_ca_system_score_codex":0.0040890384,"about_ca_system_score_gemma":0.00007957632,"threshold_uncertainty_score":0.9999134},"labels":[],"label_agreement":null},{"id":"W2025508002","doi":"10.4000/vertigo.12097","title":"Évaluation des risques écologiques : développements prioritaires et recherches concomitantes","year":2012,"lang":"fr","type":"article","venue":"VertigO","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Political science; Valuation (finance); Geography; Business; Philosophy; Finance","score_opus":0.12405214817556098,"score_gpt":0.3678746032309015,"score_spread":0.2438224550553405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025508002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9558515,0.0052552237,0.0010936733,0.0027366509,0.0010030323,0.00041753743,0.00003413336,0.00008216123,0.033526096],"genre_scores_gemma":[0.9397869,0.0063055707,0.04223075,0.0008957241,0.00020695636,0.000042133874,0.000022111539,0.000036632202,0.010473204],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968882,0.0010801716,0.00038106643,0.00030794056,0.00048767135,0.0008549044],"domain_scores_gemma":[0.9989829,0.00031553028,0.00013621102,0.00022486041,0.000011757067,0.0003287447],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015348383,0.00032646596,0.00027880733,0.000037853133,0.00034704764,0.00009665936,0.00025940503,0.00031484308,0.0029015825],"category_scores_gemma":[0.00033993745,0.00031805882,0.00012521929,0.00020801589,0.00089051167,0.0017924779,0.00031520744,0.0003174417,0.0015707334],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021308522,0.00064882246,0.86460614,0.000035694313,0.00006993813,0.000003003954,0.008080294,0.000022671922,0.013825165,0.000973881,0.0040753135,0.10763778],"study_design_scores_gemma":[0.00037526962,0.00026753955,0.95276153,0.0001227122,0.0000934604,0.000005227132,0.0019134316,0.00011527141,0.020067712,0.0104753375,0.013410805,0.0003917155],"about_ca_topic_score_codex":0.0016070666,"about_ca_topic_score_gemma":0.00032930545,"teacher_disagreement_score":0.10724606,"about_ca_system_score_codex":0.002122984,"about_ca_system_score_gemma":0.000058110756,"threshold_uncertainty_score":0.99992716},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.014899452260299012,"score_gpt":0.30601235225012663,"score_spread":0.2911128999898276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025761838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95653874,0.0001507914,0.00012467356,0.0030573357,0.00030951705,0.00072476664,0.00014384501,0.00000897625,0.03894136],"genre_scores_gemma":[0.9922015,0.0013397164,0.0028151283,0.0016186477,0.00092614244,0.00009123687,0.000022841243,0.000042181837,0.0009425785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702567,0.0001409703,0.0004825582,0.0003443458,0.0012112894,0.0007951668],"domain_scores_gemma":[0.99844885,0.00025501256,0.00042900658,0.00018414055,0.0000035078522,0.0006794884],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000872039,0.00043982104,0.00036047344,0.00017980645,0.0008815151,0.00013763168,0.0002571593,0.00016505005,0.00042746158],"category_scores_gemma":[0.000009501709,0.0003121801,0.00012354914,0.0001267751,0.0005456889,0.00073561317,0.00026142993,0.00055632833,0.000011091932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007531229,0.005740635,0.6208014,0.0003025444,0.0031165606,0.00019687753,0.0043687182,0.005332948,0.0037104778,0.03445081,0.0053333137,0.31589258],"study_design_scores_gemma":[0.0028603387,0.0012486787,0.9524421,0.00008961256,0.00034176424,0.000096021184,0.003706903,0.00034163526,0.0001162912,0.0015118744,0.036717918,0.00052684965],"about_ca_topic_score_codex":0.00080220506,"about_ca_topic_score_gemma":0.001249145,"teacher_disagreement_score":0.33164072,"about_ca_system_score_codex":0.0035449776,"about_ca_system_score_gemma":0.00007719708,"threshold_uncertainty_score":0.999933},"labels":[],"label_agreement":null},{"id":"W2026323218","doi":"10.1108/14676370510573122","title":"An overview of the state of environmental assessment education at Canadian universities","year":2005,"lang":"en","type":"article","venue":"International Journal of Sustainability in Higher Education","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Manitoba","funders":"","keywords":"Curriculum; Originality; Environmental education; Higher education; Promotion (chess); Value (mathematics); Discipline; Critical thinking; Engineering ethics; Sociology; Sustainability; Natural resource; Sustainable development; Pedagogy; Public relations; Political science; Politics; Qualitative research; Engineering; Social science; Ecology; Computer science","score_opus":0.0142148182438687,"score_gpt":0.34074969181998555,"score_spread":0.3265348735761168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026323218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940923,0.00011760381,0.0000022140052,0.0035308686,0.0006144046,0.00016861585,0.000021259812,0.0000010353555,0.001451688],"genre_scores_gemma":[0.9979513,0.00007054412,0.0002286941,0.00023329257,0.0000754076,0.0000036478364,0.000008638543,0.000005723538,0.0014227221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987182,0.00013512923,0.00041040435,0.00010219579,0.0005114777,0.00012257979],"domain_scores_gemma":[0.99933505,0.000026526963,0.0003205217,0.00015466183,0.000058060803,0.00010520284],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029743812,0.00008709864,0.00012147446,0.00010841592,0.00004674899,0.000012196483,0.00043765942,0.000037328275,0.0020393233],"category_scores_gemma":[0.000008943375,0.00007405099,0.00007947044,0.0001090131,0.00021172424,0.00063683954,0.00009066137,0.000116038755,0.0000029013756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036115103,0.0017247328,0.95849675,0.000018139495,0.000029742047,0.0000010675868,0.0032490797,0.003871619,0.002909314,0.0007001856,0.00026608293,0.028697187],"study_design_scores_gemma":[0.00017596695,0.000055231085,0.9861591,0.000026156258,0.000012329178,0.000005693748,0.0038016632,0.000018535797,0.00066256785,0.0030628939,0.005955679,0.00006418628],"about_ca_topic_score_codex":0.015811102,"about_ca_topic_score_gemma":0.0056839255,"teacher_disagreement_score":0.028633,"about_ca_system_score_codex":0.011490317,"about_ca_system_score_gemma":0.001055593,"threshold_uncertainty_score":0.99887294},"labels":[],"label_agreement":null},{"id":"W2026409045","doi":"10.1016/j.landurbplan.2010.09.004","title":"Environmental assessment framework for identifying and mitigating the effects of linear development to wetlands","year":2010,"lang":"en","type":"article","venue":"Landscape and Urban Planning","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ducks Unlimited Canada; University of Saskatchewan","funders":"","keywords":"Wetland; Cumulative effects; Environmental resource management; Environmental planning; Context (archaeology); Environmental impact assessment; Wetland conservation; Impact assessment; Environmental science; Scale (ratio); Landscape ecology; Habitat; Geography; Ecology; Political science","score_opus":0.0105735710011463,"score_gpt":0.28582440304781215,"score_spread":0.27525083204666584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026409045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99604845,0.00007771945,0.0027788999,0.00007020415,0.000159379,0.00033816905,0.000007758191,0.000010365157,0.00050903705],"genre_scores_gemma":[0.9731004,0.000011463858,0.026394216,0.00021444072,0.00008209275,0.0000475054,0.000011202335,0.000014567893,0.00012406948],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911565,0.000021264641,0.00018554988,0.00022844267,0.00020612763,0.0002429889],"domain_scores_gemma":[0.9993731,0.0002953224,0.000085006985,0.000114368704,0.000001149056,0.00013108322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021906392,0.0001438114,0.00015772255,0.000020515727,0.00040929395,0.000042614705,0.00011322469,0.00007581061,0.000076625234],"category_scores_gemma":[0.000035647325,0.00010519238,0.00002931807,0.000051558018,0.00009402271,0.00011029515,0.00021281654,0.00020013363,0.000007265907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009115232,0.000033320433,0.9401749,0.000034522083,0.000021672686,0.0000024636272,0.004649801,0.00000952524,0.05186458,0.00006921598,0.00017681459,0.0029541147],"study_design_scores_gemma":[0.00040250385,0.00012413014,0.9883917,0.00008508584,0.000029653691,0.0000069152366,0.0010948533,0.00031843907,0.00693493,0.0003258166,0.0020962164,0.00018973237],"about_ca_topic_score_codex":0.0000049097994,"about_ca_topic_score_gemma":0.000003984727,"teacher_disagreement_score":0.04821687,"about_ca_system_score_codex":0.000022172313,"about_ca_system_score_gemma":0.000005128209,"threshold_uncertainty_score":0.4289621},"labels":[],"label_agreement":null},{"id":"W2026507234","doi":"10.1177/1356389009360471","title":"Peace and Conflict Impact Assessment (PCIA) in Community Development: A Case Study from Mozambique","year":2010,"lang":"en","type":"article","venue":"Evaluation","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Situational ethics; Government (linguistics); Work (physics); Quality (philosophy); Public relations; Political science; Public administration; Sociology; Business; Engineering; Law","score_opus":0.04812356254503167,"score_gpt":0.4044966418320075,"score_spread":0.3563730792869758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026507234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967102,0.000011588945,0.000042330947,0.00004036263,0.000082071674,0.0009058603,0.000005028745,0.00001650614,0.0021860776],"genre_scores_gemma":[0.9986909,0.0000054809575,0.001049251,0.000058671427,0.000020953368,0.000085378495,0.000033700166,0.0000109958055,0.00004469132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800646,0.00084488647,0.00022285031,0.00019551639,0.0005315369,0.00019871845],"domain_scores_gemma":[0.99942726,0.00012211176,0.00008571443,0.00023084755,0.000007853375,0.0001261959],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027481962,0.00013769756,0.00013912935,0.000036027533,0.0004245664,0.00007280808,0.00011497051,0.000080411795,0.0018758907],"category_scores_gemma":[0.00007668365,0.0001332421,0.000020664114,0.00010993112,0.00010129615,0.0003665232,0.00019003294,0.0004949886,0.00003992237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008219318,0.00069359393,0.9360495,0.0000010595998,0.000016467886,0.000040803152,0.033815444,0.000088417,0.005771766,0.0000016173027,0.00002255956,0.02349054],"study_design_scores_gemma":[0.0010709569,0.00010210094,0.9849606,0.0000047531826,0.000022360808,0.000016251352,0.011492932,0.0018274206,0.00013740144,0.00012016785,0.00009767673,0.00014739108],"about_ca_topic_score_codex":0.054682385,"about_ca_topic_score_gemma":0.09561539,"teacher_disagreement_score":0.048911072,"about_ca_system_score_codex":0.0007275356,"about_ca_system_score_gemma":0.00007283349,"threshold_uncertainty_score":0.99903655},"labels":[],"label_agreement":null},{"id":"W2026627698","doi":"10.1007/s11769-009-0025-0","title":"Alternatives of strategic environmental assessment for road traffic development planning—Case of Changchun City, China","year":2009,"lang":"en","type":"article","venue":"Chinese Geographical Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Northeast Normal University","keywords":"Sustainable development; Transport engineering; China; Environmental economics; Function (biology); Environmental planning; Urban planning; Business; Environmental resource management; Civil engineering; Environmental science; Engineering; Geography; Economics","score_opus":0.02255203964106521,"score_gpt":0.32786635553290394,"score_spread":0.3053143158918387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026627698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963889,0.00004466138,0.00031454113,0.00012705353,0.00010162211,0.0005061887,0.000028067714,0.000023522553,0.0024654458],"genre_scores_gemma":[0.99519765,0.000017372882,0.0046131155,0.000061762126,0.000030233057,0.000024412511,0.0000127736175,0.00000972993,0.000032943826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741864,0.000044891724,0.00052042695,0.0005699045,0.0008813869,0.00056474534],"domain_scores_gemma":[0.99905396,0.000048755515,0.00030168775,0.00028065388,0.0000071150257,0.0003078325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080153625,0.00029581055,0.00037423888,0.0001507537,0.0004339018,0.000038778115,0.0006445985,0.000084670755,0.00029578462],"category_scores_gemma":[0.000023404957,0.00022938507,0.00016994459,0.00079625385,0.0016522396,0.00044557874,0.0002567036,0.00017075796,0.000003673276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000772382,0.0025745195,0.78942376,0.00002892534,0.000048154812,0.00005796883,0.0036427104,0.002985809,0.14243177,0.00042251378,0.000009656373,0.058296956],"study_design_scores_gemma":[0.0006048856,0.00055843545,0.9888621,0.000022341566,0.000014964087,0.00003528518,0.00037009682,0.0023344439,0.002718158,0.0041930573,0.00001289701,0.0002733599],"about_ca_topic_score_codex":0.000081284146,"about_ca_topic_score_gemma":0.000017576864,"teacher_disagreement_score":0.19943829,"about_ca_system_score_codex":0.00017778145,"about_ca_system_score_gemma":0.000042854484,"threshold_uncertainty_score":0.9354052},"labels":[],"label_agreement":null},{"id":"W2027029384","doi":"10.3152/146155111x12913679730674","title":"The controversy of transferring the Class Environmental Assessment process to northern Ontario, Canada: the Victor Mine Power Supply Project","year":2011,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Waterloo","funders":"","keywords":"Context (archaeology); Arctic; Bay; Class (philosophy); Environmental impact assessment; Environmental resource management; Government (linguistics); Operations research; Environmental protection; Computer science; Geography; Environmental science; Archaeology; Political science; Engineering; Oceanography; Geology; Law; Artificial intelligence","score_opus":0.015440821335685136,"score_gpt":0.3137723271029159,"score_spread":0.2983315057672308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027029384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98184043,0.000045519144,0.000067828325,0.0009357693,0.00034017913,0.002184858,0.00011896785,0.00002204673,0.014444392],"genre_scores_gemma":[0.99865085,0.00003442935,0.00014592429,0.00029322293,0.000060554026,0.00028657934,0.000024434385,0.00004695804,0.00045707036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965167,0.00030006515,0.0005826747,0.0004973482,0.0012367981,0.00086642214],"domain_scores_gemma":[0.99849695,0.00046117825,0.00026925473,0.00055230444,0.000012282201,0.00020800144],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008545002,0.000525947,0.0004194044,0.000038074253,0.00096290896,0.00014705192,0.0008564623,0.00010344292,0.0007844124],"category_scores_gemma":[0.00002311576,0.00025986735,0.00019258235,0.00027780046,0.0006261928,0.00038084603,0.00032923222,0.0005574511,0.0000067476803],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022434795,0.0003041731,0.9771585,0.00000859851,0.0002578226,0.000008881659,0.015286571,0.00005083812,0.0021971324,0.00008184681,0.0022649167,0.0021563882],"study_design_scores_gemma":[0.0009026808,0.000827886,0.97764105,0.00001787091,0.00011253935,0.000017941193,0.009378473,0.00010090639,0.00044080272,0.000044981636,0.010125621,0.00038925416],"about_ca_topic_score_codex":0.62745374,"about_ca_topic_score_gemma":0.88253576,"teacher_disagreement_score":0.25508204,"about_ca_system_score_codex":0.001569412,"about_ca_system_score_gemma":0.0010177024,"threshold_uncertainty_score":0.99998534},"labels":[],"label_agreement":null},{"id":"W2029076298","doi":"10.1115/ipc2014-33506","title":"Environmental Permitting of British Columbia Oil and Gas Commission Regulated Pipelines: Lessons From the Trenches","year":2014,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Pipeline transport; Legislation; Fossil fuel; Commission; Pipeline (software); Resource (disambiguation); Environmental resource management; Environmental planning; Business; Engineering; Computer science; Environmental science; Environmental engineering; Political science","score_opus":0.010290781345131155,"score_gpt":0.2312701644269869,"score_spread":0.22097938308185575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029076298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877772,0.000053536452,0.000036827063,0.0005383326,0.000042445314,0.000044715605,0.00006535733,0.00002101111,0.011420603],"genre_scores_gemma":[0.98825836,0.00023569143,0.00061610143,0.0002204768,0.00004291508,0.0000045868615,0.00003375684,0.0000141274495,0.010574004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988542,0.0001261415,0.00024520766,0.00026578456,0.0003021083,0.00020651442],"domain_scores_gemma":[0.99941295,0.00015168614,0.000110987035,0.00020929915,9.172194e-7,0.00011415519],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022352628,0.00010534181,0.00017816975,0.0000038681605,0.0002733601,0.000079223086,0.0001969155,0.00007826256,0.003154744],"category_scores_gemma":[0.000024838553,0.00010906395,0.00005507935,0.000057620222,0.0005088011,0.00016292906,0.00030448,0.00010901352,0.00004740644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004056445,0.00015196002,0.587793,0.0000032416124,0.000015328586,0.0000014987795,0.0006162167,0.000017757526,0.040272973,0.0000029051034,0.005378069,0.36574298],"study_design_scores_gemma":[0.00043217506,0.000048445807,0.9894587,0.00003532514,0.000027766437,0.0000057379484,0.0015508756,0.0011169295,0.0004261951,0.0005631696,0.0061705606,0.00016411969],"about_ca_topic_score_codex":0.04735012,"about_ca_topic_score_gemma":0.014893663,"teacher_disagreement_score":0.4016657,"about_ca_system_score_codex":0.00006687869,"about_ca_system_score_gemma":0.0000025801628,"threshold_uncertainty_score":0.9977565},"labels":[],"label_agreement":null},{"id":"W2029989241","doi":"10.4000/vertigo.2986","title":"L’accessibilité au fleuve Saint-Laurent : enjeux et perspectives pour une approche intégrée","year":2005,"lang":"fr","type":"article","venue":"VertigO","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"GDG Environnement","funders":"","keywords":"Humanities; Philosophy; Art","score_opus":0.026708625924368522,"score_gpt":0.3072749684119517,"score_spread":0.28056634248758316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029989241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92003334,0.00293331,0.0024812026,0.036735862,0.0006187673,0.0004900474,0.000054468423,0.000079928046,0.036573093],"genre_scores_gemma":[0.9628933,0.0009997585,0.0070365965,0.001657781,0.0006213192,0.00003617639,0.00001916512,0.00005711034,0.026678788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99664325,0.00031051534,0.00049189193,0.00082435797,0.00073429034,0.0009956927],"domain_scores_gemma":[0.99868023,0.0001027716,0.0001848523,0.00050686486,0.000013701182,0.0005116002],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003846423,0.0004951807,0.00040224055,0.00005514794,0.0003648812,0.00013484937,0.00057139515,0.00029841508,0.0084796],"category_scores_gemma":[0.00009881845,0.000478759,0.00026894006,0.00037331996,0.0008439853,0.0011214485,0.00056407007,0.00057455956,0.0051472783],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016445298,0.0060156626,0.6074223,0.00013456545,0.00031661513,0.000042472984,0.08835912,0.002897021,0.034729578,0.023544393,0.024026085,0.21234772],"study_design_scores_gemma":[0.0017953077,0.00037905155,0.8184048,0.00017585115,0.00013921245,0.000019434288,0.024098929,0.001742809,0.005568172,0.008018024,0.13850147,0.0011569692],"about_ca_topic_score_codex":0.009497091,"about_ca_topic_score_gemma":0.004507156,"teacher_disagreement_score":0.21119075,"about_ca_system_score_codex":0.0050563863,"about_ca_system_score_gemma":0.0001331212,"threshold_uncertainty_score":0.9997664},"labels":[],"label_agreement":null},{"id":"W2030121297","doi":"10.3390/su7010811","title":"Futures Analysis of Urban Land Use and Wetland Change in Saskatoon, Canada: An Application in Strategic Environmental Assessment","year":2015,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Wetland; Wetland conservation; Environmental planning; Zoning; Environmental resource management; Urban planning; Context (archaeology); Sustainability; Land use; Environmental science; Urbanization; Land-use planning; Geography; Water resource management; Civil engineering; Engineering; Ecology","score_opus":0.020480356685339443,"score_gpt":0.28871454727025614,"score_spread":0.2682341905849167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030121297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99915165,0.000028576713,0.000008455303,0.00013065989,0.000015320406,0.00048752184,0.00004494183,0.000004792459,0.00012807254],"genre_scores_gemma":[0.9996902,0.0000097605625,0.000058088757,0.00006195564,0.0000114266995,0.00005827192,0.000083757426,0.0000066847833,0.000019892197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858224,0.00019140956,0.00027238147,0.0003453593,0.00034597685,0.0002626525],"domain_scores_gemma":[0.9994285,0.000032110434,0.000092920716,0.00025679808,0.000005844415,0.00018380617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046845034,0.00014030194,0.00026514524,0.00007532936,0.00004248747,0.000022588936,0.000112847825,0.00007013353,0.00005964808],"category_scores_gemma":[0.0000150183405,0.00013275404,0.000027606678,0.0003767901,0.0001966145,0.00049571664,0.00012438306,0.00011869269,3.7476897e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022755481,0.0003320717,0.99594957,0.000009192488,0.000017218357,0.0000070483015,0.0019063494,0.0007590835,0.00013042176,0.00004171307,0.0000075738285,0.0008169987],"study_design_scores_gemma":[0.0004078434,0.0000868713,0.9896663,0.0000013862694,0.00004129475,3.0425127e-7,0.006002186,0.0028537293,0.000014765746,0.000732312,0.000060563438,0.00013248777],"about_ca_topic_score_codex":0.78848314,"about_ca_topic_score_gemma":0.94375503,"teacher_disagreement_score":0.1552719,"about_ca_system_score_codex":0.0037684443,"about_ca_system_score_gemma":0.000120324265,"threshold_uncertainty_score":0.98543507},"labels":[],"label_agreement":null},{"id":"W2030576109","doi":"10.7202/021768ar","title":"Planification environnementale et étude d’impact sur l’environnement au Québec : implantation d’une procédure et apprentissage des acteurs","year":2005,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.009450344819431866,"score_gpt":0.24665975839387225,"score_spread":0.2372094135744404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030576109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97461474,0.0020757783,0.0024237426,0.014349413,0.00028810586,0.0010994722,0.00030003206,0.0001252494,0.0047234935],"genre_scores_gemma":[0.98711,0.0039957664,0.0011033907,0.0014691914,0.00026952787,0.00018030753,0.00043533256,0.00013280043,0.005303636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952521,0.000637844,0.0008205795,0.00096717227,0.0008769742,0.0014453739],"domain_scores_gemma":[0.9977251,0.0002504204,0.0005378098,0.00062026136,0.000014301558,0.0008520537],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0009825893,0.0008681739,0.0005457949,0.00022821831,0.0013541138,0.00022838998,0.0006763101,0.0005481115,0.0038232608],"category_scores_gemma":[0.000079476165,0.00091121584,0.00053074164,0.0007165817,0.0070582977,0.0018941431,0.00022685279,0.00090945413,0.001134132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016354535,0.0029391733,0.8082005,0.00014959456,0.0004818087,0.00005720837,0.047851674,0.0064510773,0.026044274,0.001181125,0.0049941265,0.10148591],"study_design_scores_gemma":[0.0017090936,0.0004377601,0.9437574,0.000118666845,0.0003454806,0.000119781806,0.0047016665,0.00025480214,0.0017443717,0.00021296041,0.04563987,0.0009581466],"about_ca_topic_score_codex":0.5444623,"about_ca_topic_score_gemma":0.8394289,"teacher_disagreement_score":0.29496655,"about_ca_system_score_codex":0.010334874,"about_ca_system_score_gemma":0.00061289826,"threshold_uncertainty_score":0.999946},"labels":[],"label_agreement":null},{"id":"W2030601355","doi":"10.1089/env.2012.0003","title":"Losing Its Way: Environmental Impact Assessment in British Columbia, Canada","year":2012,"lang":"en","type":"article","venue":"Environmental Justice","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Subsistence agriculture; Environmental impact assessment; Threatened species; Government (linguistics); Indigenous; Environmental justice; Environmental planning; Geography; Scope (computer science); Settlement (finance); Political science; Natural resource; Environmental resource management; Environmental protection; Business; Law; Archaeology; Ecology; Economics; Agriculture","score_opus":0.007419780050783434,"score_gpt":0.24635048505522636,"score_spread":0.2389307050044429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030601355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924334,0.00041219083,0.000029719875,0.0000510084,0.00063954387,0.0006020553,0.00030609444,0.000037185953,0.005488748],"genre_scores_gemma":[0.9954707,0.00029007802,0.000495995,0.0007378412,0.00023402358,0.00006391467,0.00019768317,0.00009083955,0.0024189265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99560297,0.00023441059,0.0006255488,0.0006664348,0.0012922748,0.0015783805],"domain_scores_gemma":[0.9984655,0.00010856213,0.00022268321,0.00040187943,6.238787e-7,0.00080080115],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004483593,0.00042695014,0.00045110777,0.00003088562,0.00053349126,0.00018810979,0.00045215283,0.00019222141,0.028167134],"category_scores_gemma":[0.00001880177,0.0006451509,0.00016524227,0.00019016596,0.00031237144,0.0013229785,0.00068190903,0.00064334617,0.00078940747],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007540442,0.0010080636,0.97642994,0.000013603802,0.000036990932,0.000096269345,0.00036732995,0.00045488935,0.013104311,0.0000011510258,0.002434695,0.0060452037],"study_design_scores_gemma":[0.0008726166,0.00009531208,0.99100304,0.000025702875,0.00011527406,0.00009672144,0.0023627884,0.00030690932,0.00026535685,0.000014065861,0.0041046953,0.0007375449],"about_ca_topic_score_codex":0.62603205,"about_ca_topic_score_gemma":0.6702581,"teacher_disagreement_score":0.04422608,"about_ca_system_score_codex":0.008834425,"about_ca_system_score_gemma":0.000060875303,"threshold_uncertainty_score":0.9999886},"labels":[],"label_agreement":null},{"id":"W2032301048","doi":"10.1016/j.egypro.2013.06.714","title":"The Saskatchewan Environmental Code: A Provincial Approach for Managing GHGs Emissions","year":2013,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petroleum Technology Research Centre; Alberta Energy","funders":"","keywords":"Legislation; Christian ministry; Code (set theory); Environmental law; Environmental impact assessment; Greenhouse gas; Environmental planning; Business; Component (thermodynamics); Environmental economics; Environmental resource management; Computer science; Political science; Environmental science; Economics; Law","score_opus":0.006744709360978685,"score_gpt":0.21654821692034024,"score_spread":0.20980350755936156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032301048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8670425,0.00023198154,0.018348264,0.002232494,0.0005605685,0.0026104995,0.00010751759,0.00026817547,0.10859804],"genre_scores_gemma":[0.9753609,0.00004609647,0.0039248536,0.0005311099,0.00019612571,0.00076892844,0.00006132255,0.00004010878,0.019070605],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984297,0.00003701152,0.0002290413,0.00038105436,0.00037491304,0.00054823526],"domain_scores_gemma":[0.99936265,0.000066270186,0.00010219795,0.00023796986,0.0000020446141,0.00022885918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015429367,0.00022293553,0.00014270814,0.000011008859,0.0008734156,0.00010652616,0.0003966795,0.00009667976,0.00058748893],"category_scores_gemma":[0.000018367671,0.00015783217,0.000105416584,0.00008638735,0.00031602388,0.0003445939,0.00030359317,0.00012241579,0.00013686268],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017782547,0.0022361693,0.16796942,0.00006973169,0.00026797567,0.000007984831,0.009309384,0.0020442961,0.1287884,0.0030210498,0.13442616,0.55168164],"study_design_scores_gemma":[0.0055645285,0.0011591982,0.354593,0.00005135348,0.00028321752,0.000059325685,0.04594915,0.058754474,0.026491275,0.04800538,0.45498314,0.004105966],"about_ca_topic_score_codex":0.0005914487,"about_ca_topic_score_gemma":0.00018277897,"teacher_disagreement_score":0.54757565,"about_ca_system_score_codex":0.0003012407,"about_ca_system_score_gemma":0.000020535881,"threshold_uncertainty_score":0.6717695},"labels":[],"label_agreement":null},{"id":"W2032562793","doi":"10.3152/146155111x12959673796326","title":"Emphasising enhancement in all forms of impact assessment: introduction to a special issue","year":2011,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Strategic environmental assessment; Social impact assessment; Environmental impact assessment; Environmental planning; Health impact assessment; Impact assessment; Context (archaeology); Resilience (materials science); Environmental resource management; Business; Political science; Sustainable development; Public administration; Geography; Environmental science","score_opus":0.03507891698383583,"score_gpt":0.40963385447386097,"score_spread":0.37455493749002516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032562793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96010995,0.000012014091,0.00060366304,0.00021677715,0.0004372197,0.0010044324,0.000025766762,0.000028802342,0.037561383],"genre_scores_gemma":[0.99260676,0.00006306233,0.0060211187,0.00009095376,0.00089991745,0.00007823487,0.000053084226,0.00003937732,0.00014748854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709123,0.00016933175,0.00064728904,0.00060015905,0.00070605247,0.00078592554],"domain_scores_gemma":[0.99899364,0.000072263596,0.00028146428,0.00034913304,0.000011881888,0.00029163648],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083954097,0.00045812,0.0005569504,0.00024234633,0.00012949794,0.00008395082,0.0002852665,0.00014708872,0.006946522],"category_scores_gemma":[0.000029928391,0.00036590363,0.00018628029,0.0005909774,0.00019435617,0.0010196981,0.0003541656,0.0003154212,0.000055166285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041129612,0.0016045729,0.9013784,0.000032497144,0.00019367182,0.000016805016,0.012625234,0.0000836633,0.031746462,0.00017292592,0.0071648336,0.044569675],"study_design_scores_gemma":[0.0014150407,0.0022747896,0.98639834,0.00003366026,0.00005999591,0.000015066331,0.0015562708,0.00022859497,0.0035345308,0.00041188454,0.0035381624,0.00053363835],"about_ca_topic_score_codex":0.0028836678,"about_ca_topic_score_gemma":0.0002878836,"teacher_disagreement_score":0.08502,"about_ca_system_score_codex":0.0010962423,"about_ca_system_score_gemma":0.00012427405,"threshold_uncertainty_score":0.9998793},"labels":[],"label_agreement":null},{"id":"W2032903828","doi":"10.1007/s10661-009-1004-8","title":"Using multi-criteria decision analysis to assess the vulnerability of drinking water utilities","year":2009,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère des Ressources naturelles et des Forêts; Université Laval","funders":"","keywords":"Vulnerability (computing); Vulnerability assessment; Ranking (information retrieval); Risk analysis (engineering); Environmental science; Decision analysis; Computer science; Categorical variable; Scale (ratio); Environmental planning; Environmental resource management; Business; Statistics; Mathematics; Geography; Computer security","score_opus":0.06213385652884157,"score_gpt":0.37702464992823,"score_spread":0.3148907933993884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032903828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927076,0.000037126705,0.00613316,0.000110139976,0.00021259359,0.00031116232,0.000013208977,0.000020076543,0.00045495044],"genre_scores_gemma":[0.97522295,0.000047744634,0.024440562,0.00006813813,0.00006768645,0.000014998869,0.000008496483,0.000014718134,0.00011472431],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977986,0.00016950139,0.00043729309,0.000485,0.0006628079,0.00044679345],"domain_scores_gemma":[0.9992032,0.00008491181,0.00009973471,0.00041067848,0.0000021658745,0.00019929881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062664686,0.00028522365,0.00035777834,0.000069734386,0.00049995113,0.00008918422,0.00028464387,0.00007800136,0.00051275705],"category_scores_gemma":[0.000008454726,0.00019141739,0.00015728809,0.00019709507,0.00023902552,0.00031428,0.00045172367,0.00022327203,0.000016613221],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015674874,0.0003036502,0.7567342,0.00000237699,0.00008730232,0.0000027963215,0.0010095922,0.0023047577,0.22587769,0.000005906113,0.0000036121203,0.013652441],"study_design_scores_gemma":[0.00027857095,0.00013505836,0.9622221,0.000017542992,0.00018700611,0.0000021869944,0.0014796895,0.0015296539,0.033490874,0.00022907679,0.00019005947,0.00023817281],"about_ca_topic_score_codex":0.00023957664,"about_ca_topic_score_gemma":0.00000841471,"teacher_disagreement_score":0.2054879,"about_ca_system_score_codex":0.0005377733,"about_ca_system_score_gemma":0.00000472792,"threshold_uncertainty_score":0.7805774},"labels":[],"label_agreement":null},{"id":"W2033014516","doi":"10.1007/s11367-009-0146-9","title":"Impact assessment in SLCA: sorting the sLCIA methods according to their outcomes","year":2010,"lang":"en","type":"article","venue":"The International Journal of Life Cycle Assessment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":175,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Weighting; Product (mathematics); Context (archaeology); Process (computing); Stressor; Unit (ring theory); Computer science; Process management; Risk analysis (engineering); Business; Psychology; Medicine; Mathematics","score_opus":0.025111051753843892,"score_gpt":0.4296444289160956,"score_spread":0.40453337716225174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033014516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97689855,0.0000085150195,0.003755966,0.012416819,0.0015293075,0.00026418883,0.000006304729,0.000009914569,0.0051104478],"genre_scores_gemma":[0.98398185,0.000019514111,0.013393256,0.0021738661,0.00032332528,0.00001928469,0.0000018167817,0.000023512019,0.000063585605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702066,0.00034402843,0.0008444358,0.000204885,0.0012072675,0.00037873237],"domain_scores_gemma":[0.9980415,0.000698024,0.00067658885,0.0003142137,0.000039674735,0.00022999964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037343649,0.00024938255,0.00034942833,0.00009733184,0.00023138996,0.00024631058,0.0017405272,0.00006446553,0.00090699387],"category_scores_gemma":[0.00026527795,0.0001264304,0.00030212992,0.00022302648,0.00014222086,0.0005303759,0.00077835645,0.0010236085,0.000030575364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028271326,0.0002664561,0.9374424,7.6881963e-7,0.0002039087,0.0000123007785,0.00089883857,0.0056143687,0.027820686,0.00025808532,0.00025070144,0.0272032],"study_design_scores_gemma":[0.0005387088,0.00010032002,0.991247,0.00001683968,0.00002175619,0.0000290098,0.0027415813,0.0016059425,0.00034550065,0.0025588283,0.00063873065,0.0001557839],"about_ca_topic_score_codex":0.0005565381,"about_ca_topic_score_gemma":0.0002557929,"teacher_disagreement_score":0.053804584,"about_ca_system_score_codex":0.000943464,"about_ca_system_score_gemma":0.00015510275,"threshold_uncertainty_score":0.9930947},"labels":[],"label_agreement":null},{"id":"W2033033778","doi":"10.1080/14615517.2014.929344","title":"Impact assessment: practical solutions to recurrent problems and contemporary challenges","year":2014,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Environmental planning; Environmental science","score_opus":0.08929264400211939,"score_gpt":0.43675293771048807,"score_spread":0.3474602937083687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033033778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9454338,0.00028765821,0.0022566216,0.0030549667,0.0003224431,0.0014704916,0.000060488062,0.00013751208,0.046976045],"genre_scores_gemma":[0.994065,0.00048838416,0.0047189924,0.00017304113,0.00018114885,0.00017042569,0.00005808394,0.000053829168,0.00009113031],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99656284,0.00049553596,0.0004740549,0.000785146,0.000757657,0.0009247611],"domain_scores_gemma":[0.99817145,0.00048723927,0.00022685854,0.00038335336,0.000015385878,0.00071569276],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013371308,0.0005682922,0.0005587182,0.0001348517,0.0005183721,0.0003047163,0.00021028901,0.00019732436,0.0004028488],"category_scores_gemma":[0.000111313515,0.00044091602,0.00016696467,0.0002941586,0.00034881604,0.0011143325,0.0006580152,0.0005276542,0.00005499955],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021039968,0.0018586357,0.8788758,0.00009451596,0.00038239534,0.000018114955,0.005814207,0.00010119057,0.0055361297,0.0025365495,0.013683601,0.09088847],"study_design_scores_gemma":[0.0013365279,0.0030950715,0.9783856,0.000055624445,0.00006647612,0.000058349957,0.0007653639,0.0024316825,0.000016752754,0.0006825888,0.012419306,0.0006866216],"about_ca_topic_score_codex":0.00094957324,"about_ca_topic_score_gemma":0.00013126618,"teacher_disagreement_score":0.09950984,"about_ca_system_score_codex":0.00051502814,"about_ca_system_score_gemma":0.00018597832,"threshold_uncertainty_score":0.99980426},"labels":[],"label_agreement":null},{"id":"W2033267017","doi":"10.1016/j.jenvman.2014.12.030","title":"Managing uncertainty, ambiguity and ignorance in impact assessment by embedding evolutionary resilience, participatory modelling and adaptive management","year":2014,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":90,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Ambiguity; Ignorance; Adaptive management; Process (computing); Context (archaeology); Resilience (materials science); Computer science; Set (abstract data type); Adaptation (eye); Risk analysis (engineering); Management science; Process management; Knowledge management; Environmental resource management; Political science; Business; Psychology; Engineering; Economics; Geography","score_opus":0.012886131875152184,"score_gpt":0.28474745031870125,"score_spread":0.27186131844354905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033267017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97909147,0.00040241468,0.012601348,0.00014934645,0.000092919196,0.00040823102,0.000011734967,0.000010052932,0.0072324644],"genre_scores_gemma":[0.98954654,0.0021290313,0.007749415,0.00019485355,0.000029018409,0.00002089183,0.00000461034,0.00002515708,0.00030045526],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9974288,0.00020622657,0.00061807694,0.00044432716,0.00078892335,0.0005136497],"domain_scores_gemma":[0.99909437,0.000051999345,0.00036148925,0.00021064229,0.0000018705514,0.00027965943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00093535683,0.00032544392,0.00037048597,0.0001356414,0.00022836888,0.000061479375,0.00026213296,0.00006589515,0.00023925367],"category_scores_gemma":[0.0000024758683,0.00029982597,0.00009563769,0.00014707036,0.0003804138,0.000686353,0.00065963774,0.00029125452,0.000013493798],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024399594,0.001122274,0.44029918,0.00008401374,0.0003010173,0.00016973873,0.0008567789,0.4855457,0.0015553618,0.0005468414,0.0012583975,0.06801669],"study_design_scores_gemma":[0.0019807876,0.0005541946,0.8651729,0.00016011455,0.00013853543,0.000026258105,0.0029757002,0.12093396,0.00003729192,0.006270834,0.0012574953,0.0004919158],"about_ca_topic_score_codex":0.00011480716,"about_ca_topic_score_gemma":0.00000937092,"teacher_disagreement_score":0.42487374,"about_ca_system_score_codex":0.0013166438,"about_ca_system_score_gemma":0.0000034211425,"threshold_uncertainty_score":0.9999454},"labels":[],"label_agreement":null},{"id":"W2033853986","doi":"10.1115/ipc2014-33751","title":"Environmental Management and Mitigation: Enbridge Northern Gateway Pipelines Project","year":2014,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Gateway (web page); Pipeline transport; Government (linguistics); Environmental planning; Environmental impact assessment; Public participation; Environmental resource management; Engineering; Environmental science; Computer science; Environmental engineering; Political science; Public administration; Law","score_opus":0.006696413869053526,"score_gpt":0.2279546466271514,"score_spread":0.22125823275809786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033853986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9038755,0.000017991275,0.0005839142,0.0001760736,0.0000654209,0.00030513864,0.000005996583,0.000047470912,0.094922446],"genre_scores_gemma":[0.9876373,0.00007657346,0.0021121444,0.00052402995,0.000060788567,0.000029925028,0.000018631737,0.00001839016,0.009522255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988548,0.000055581946,0.00017740682,0.00032603487,0.0003189627,0.00026716854],"domain_scores_gemma":[0.9996375,0.000018645065,0.00005272437,0.00017928633,5.641723e-7,0.000111270296],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014694205,0.00017660715,0.0001239618,0.000021204567,0.00018922756,0.000041818133,0.00013028232,0.00004798009,0.0013521966],"category_scores_gemma":[0.0000032201938,0.00014978593,0.000042397765,0.000066687266,0.00023552042,0.00024406212,0.0002787341,0.000066378714,0.000747895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001176658,0.00022313872,0.9145939,0.000013456106,0.000031633524,0.0000067674905,0.00055955787,0.00005528397,0.0048825126,0.00018484099,0.002589194,0.076847985],"study_design_scores_gemma":[0.00065030693,0.00011431047,0.9539332,0.000007750026,0.00003133249,0.000009835664,0.00073822774,0.000696479,0.001927881,0.00077137165,0.040759385,0.00035996383],"about_ca_topic_score_codex":0.00016795436,"about_ca_topic_score_gemma":0.000114342016,"teacher_disagreement_score":0.08540019,"about_ca_system_score_codex":0.00013672939,"about_ca_system_score_gemma":0.0000013971929,"threshold_uncertainty_score":0.9995607},"labels":[],"label_agreement":null},{"id":"W2035160981","doi":"10.3152/146155107x217299","title":"Achieving meaningful public participation in the environmental assessment of hydro development: case studies from Chamoli District, Uttarakhand, India","year":2007,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Winnipeg","funders":"","keywords":"Public participation; Environmental planning; Government (linguistics); Community participation; Local government; State (computer science); Scale (ratio); State government; Political science; Business; Environmental resource management; Economic growth; Public administration; Geography; Socioeconomics; Sociology; Economics","score_opus":0.04645217483259385,"score_gpt":0.42695527700406755,"score_spread":0.3805031021714737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035160981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955859,0.00014100106,0.00055665453,0.00008278481,0.00015588582,0.00074588455,0.000054822067,0.000025529556,0.0026514933],"genre_scores_gemma":[0.99700415,0.000112775364,0.0024351398,0.000085259824,0.000082988554,0.00008791431,0.00014683566,0.000028640585,0.000016279691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966748,0.00036636507,0.0007921515,0.0004924298,0.0009149766,0.000759273],"domain_scores_gemma":[0.998259,0.00083395216,0.00041736793,0.00030681008,0.000005605569,0.00017724307],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021078575,0.00043245387,0.00047919626,0.00015267114,0.0004359966,0.0001242491,0.0003035664,0.00013851166,0.00025818447],"category_scores_gemma":[0.00006192063,0.00030831614,0.00011496085,0.00045482072,0.00041767606,0.00080600055,0.00038940614,0.00042393172,0.000008720264],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030812378,0.00069190364,0.96284807,0.0000137911275,0.00015054177,0.00021801254,0.014681214,0.000022295164,0.0032746808,0.00005571196,0.000055733475,0.017957259],"study_design_scores_gemma":[0.0010470453,0.00029995685,0.9856423,0.000024594327,0.00006332705,0.00007991055,0.011398642,0.00029427817,0.0003676519,0.00005046329,0.00036929574,0.0003625217],"about_ca_topic_score_codex":0.00085574796,"about_ca_topic_score_gemma":0.00076203136,"teacher_disagreement_score":0.022794269,"about_ca_system_score_codex":0.000853974,"about_ca_system_score_gemma":0.00009382185,"threshold_uncertainty_score":0.9999369},"labels":[],"label_agreement":null},{"id":"W2036448396","doi":"10.3152/146155110x12838715793084","title":"Cumulative cultural effects and reasonably foreseeable future developments in the Upper Thelon Basin, Canada","year":2010,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Impact; Government of Northwest Territories","funders":"","keywords":"Scale (ratio); Structural basin; Cumulative effects; Environmental planning; Environmental resource management; Political science; Geography; Environmental science; Geology; Ecology; Cartography","score_opus":0.009524205538451085,"score_gpt":0.3425634219492966,"score_spread":0.33303921641084555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036448396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848025,0.000037109206,0.0000072290736,0.0006348408,0.0003394745,0.0006995558,0.000019264337,0.000014751536,0.013445277],"genre_scores_gemma":[0.9979605,0.000052140156,0.0011470853,0.00041368397,0.00013166001,0.000072766736,0.00003902704,0.000018392231,0.00016475137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813366,0.00018831412,0.00021126118,0.00034577763,0.0005859941,0.000534984],"domain_scores_gemma":[0.9992615,0.00030941548,0.0000968566,0.00017814225,0.000006291111,0.00014778944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048650405,0.00031848587,0.00025225175,0.00003508778,0.0003501754,0.0001812398,0.0002308165,0.00012305379,0.00014190938],"category_scores_gemma":[0.000044445427,0.00018859745,0.000045825353,0.00024942984,0.00020165082,0.0006266799,0.00020083554,0.00052861415,0.0000042805564],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030405932,0.000088707486,0.9825202,0.000013586954,0.000030641524,0.000018901701,0.0031972877,0.0000030652193,0.0021161302,0.00019304611,0.0034297837,0.008358231],"study_design_scores_gemma":[0.0007589575,0.00014264461,0.9856032,0.000013107251,0.00001835037,0.000030132607,0.00253589,0.00015415689,0.00016936136,0.00013000697,0.010166347,0.0002778268],"about_ca_topic_score_codex":0.19888158,"about_ca_topic_score_gemma":0.15307224,"teacher_disagreement_score":0.045809343,"about_ca_system_score_codex":0.00026527274,"about_ca_system_score_gemma":0.00019899328,"threshold_uncertainty_score":0.862382},"labels":[],"label_agreement":null},{"id":"W2037378942","doi":"10.7202/042574ar","title":"L'enquête publique préalable à la décision comme modèle alternatif","year":2005,"lang":"en","type":"article","venue":"Les Cahiers de droit","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Legislature; Context (archaeology); Government (linguistics); Public administration; Political science; Control (management); Decision process; Sociology; Welfare economics; Management; Engineering; Economics; Management science; Law; Geography; Philosophy","score_opus":0.013226864663245496,"score_gpt":0.2519679053592567,"score_spread":0.23874104069601124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037378942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.889403,0.000026782358,0.004843927,0.0009225348,0.00005341111,0.00016295892,0.000009864776,0.000061971776,0.104515575],"genre_scores_gemma":[0.96717495,0.000081323575,0.0065506264,0.0023754565,0.000083953964,0.000025152132,0.000013996505,0.00002742015,0.023667136],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872535,0.00008613478,0.00017868142,0.0002551967,0.00034385166,0.00041077327],"domain_scores_gemma":[0.9994082,0.00006692829,0.00007046876,0.00023382912,0.0000023002697,0.00021830566],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031984958,0.00015610585,0.000148407,0.000029465973,0.00021844024,0.0000800961,0.00032947428,0.00019220347,0.0018021949],"category_scores_gemma":[0.000027696984,0.00015805151,0.00008216539,0.00012592573,0.00031223055,0.00048764012,0.00014970773,0.0003408411,0.0006320193],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011699589,0.0016355127,0.51966107,0.00003381322,0.00015714123,0.00013806309,0.010488973,0.016662022,0.06750042,0.013800506,0.046725087,0.3230804],"study_design_scores_gemma":[0.0021550152,0.0002539336,0.41710988,0.000048874288,0.00006698674,0.00008000564,0.0008501092,0.016466584,0.020464228,0.043110494,0.4981818,0.0012121126],"about_ca_topic_score_codex":0.001049356,"about_ca_topic_score_gemma":0.0002429796,"teacher_disagreement_score":0.4514567,"about_ca_system_score_codex":0.0016339504,"about_ca_system_score_gemma":0.000011324154,"threshold_uncertainty_score":0.9991103},"labels":[],"label_agreement":null},{"id":"W2038028526","doi":"10.3152/147154606781765101","title":"Sustainability impact assessment of trade policy and its application in the context of Latin America","year":2006,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; Sustainability; Context (archaeology); European union; Political science; State (computer science); International trade; Business; Geography; Computer science","score_opus":0.015404321775160995,"score_gpt":0.39959333459441027,"score_spread":0.3841890128192493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038028526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926051,0.000056346264,0.00022054523,0.00081514596,0.000017808456,0.0011585968,0.00007081592,0.0000127583235,0.005042897],"genre_scores_gemma":[0.9993216,0.00006441076,0.00032271378,0.00006838589,0.00004927927,0.00008288506,0.00005927723,0.00001621503,0.000015236965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791414,0.00032158478,0.0005034699,0.00031829448,0.0005305495,0.00041199414],"domain_scores_gemma":[0.99890685,0.00040545213,0.00035191985,0.0002454312,0.000010476534,0.000079848964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006904644,0.00028027906,0.00042342732,0.000110943605,0.00011015247,0.000044142864,0.00021787183,0.00010048449,0.00005149375],"category_scores_gemma":[0.000048469487,0.00018881848,0.00012300993,0.0005764485,0.00040457278,0.00037587812,0.0001421567,0.0002314571,7.9182075e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044179542,0.0006368763,0.9734359,0.000045965447,0.000030624444,0.0000017140613,0.0021751127,0.00015784087,0.008107892,0.001131022,0.0002114534,0.014021464],"study_design_scores_gemma":[0.0008283088,0.0006059551,0.9913336,0.000009775854,0.000029198494,0.0000045191778,0.0030093002,0.002754679,0.0002128261,0.00068345875,0.00033892854,0.0001894474],"about_ca_topic_score_codex":0.015102258,"about_ca_topic_score_gemma":0.00030771355,"teacher_disagreement_score":0.017897747,"about_ca_system_score_codex":0.00059054786,"about_ca_system_score_gemma":0.0002312368,"threshold_uncertainty_score":0.9914563},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.01780753825569572,"score_gpt":0.3527835376415143,"score_spread":0.3349759993858186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038040429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95830935,0.0004234287,0.0021239151,0.0068852776,0.00026508977,0.0010336357,0.000054472857,0.000025846113,0.030878989],"genre_scores_gemma":[0.96016526,0.0039043713,0.031238751,0.0040691206,0.0002522395,0.00002636452,0.00004124781,0.000036841222,0.0002658274],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9956163,0.00047475015,0.0011136223,0.0006421896,0.0014358897,0.000717222],"domain_scores_gemma":[0.9978608,0.00039917385,0.0009640737,0.00035605114,0.0000030724743,0.00041683958],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008305136,0.0005953241,0.0006568104,0.0002597565,0.0002983642,0.0001647391,0.00049589935,0.00028163748,0.00056160794],"category_scores_gemma":[0.000024847486,0.0005401136,0.00022966643,0.00026455658,0.00038500756,0.0015503254,0.00047384587,0.0012521525,0.000037022844],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011245217,0.026596729,0.2782903,0.00015676937,0.0023801592,0.0036992044,0.01021792,0.009532226,0.09090063,0.10158944,0.0027582822,0.47275382],"study_design_scores_gemma":[0.0029389253,0.0011826481,0.9477037,0.00021595022,0.00023589729,0.000063153435,0.0075708823,0.0008627143,0.00010432505,0.033490036,0.004988995,0.00064276555],"about_ca_topic_score_codex":0.00025313723,"about_ca_topic_score_gemma":0.000025490723,"teacher_disagreement_score":0.6694134,"about_ca_system_score_codex":0.0029737563,"about_ca_system_score_gemma":0.000039599792,"threshold_uncertainty_score":0.999705},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.009159447496107,"score_gpt":0.3021028035041632,"score_spread":0.2929433560080562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039707244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860827,0.0000622562,0.0018298212,0.0011546883,0.00064883835,0.0017224328,0.00014900397,0.000026483436,0.008323783],"genre_scores_gemma":[0.96877104,0.00078770844,0.027814263,0.00067309424,0.00036796418,0.00011100369,0.0000370214,0.00006728366,0.0013706399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957237,0.00013793336,0.0012049126,0.0006863249,0.0013247961,0.00092229235],"domain_scores_gemma":[0.99786276,0.00026045402,0.000769477,0.0005466528,0.000007303027,0.000553359],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094905484,0.0006206767,0.0006379833,0.00023610792,0.0005634041,0.0002114786,0.00063777395,0.00021692424,0.0021553505],"category_scores_gemma":[0.000030860938,0.0005530891,0.0004199061,0.00018507152,0.0006944235,0.00088593486,0.00087168533,0.0006718424,0.00003313884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011014016,0.015464716,0.48464763,0.00046125957,0.0017337623,0.00058815273,0.0018862715,0.0015750306,0.1495098,0.054376915,0.004867959,0.2837871],"study_design_scores_gemma":[0.0070813634,0.0017597313,0.8567838,0.000053081363,0.00052276003,0.00019429087,0.0063813506,0.00085986016,0.00038704803,0.06621165,0.0584776,0.0012874503],"about_ca_topic_score_codex":0.00003576003,"about_ca_topic_score_gemma":0.000022540407,"teacher_disagreement_score":0.3721362,"about_ca_system_score_codex":0.0021307524,"about_ca_system_score_gemma":0.000083135106,"threshold_uncertainty_score":0.9996921},"labels":[],"label_agreement":null},{"id":"W2039764947","doi":"10.1016/s0301-4797(02)00204-9","title":"Learning through public involvement in environmental assessment hearings","year":2003,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":109,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Waterloo","funders":"","keywords":"Situated; Environmental education; Politics; Pedagogy; Sociology; Psychology; Medical education; Political science; Public relations; Medicine; Law","score_opus":0.01497349702300128,"score_gpt":0.25603504461630316,"score_spread":0.2410615475933019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039764947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9464282,0.00019106254,0.00056358875,0.00024113286,0.0003439729,0.0005199831,0.0000059910744,0.000016950416,0.051689133],"genre_scores_gemma":[0.9885879,0.0012925568,0.0071367477,0.000522191,0.00004595434,0.000029771316,0.000011205269,0.000056562345,0.0023170765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957284,0.0003969962,0.001098336,0.0004990183,0.0014695019,0.0008077559],"domain_scores_gemma":[0.99867284,0.00005135865,0.00063375547,0.00033178728,0.0000013678397,0.00030890218],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011910304,0.00045554002,0.0004999244,0.00016534807,0.00026389805,0.000093229704,0.00050795556,0.00012649574,0.007446841],"category_scores_gemma":[0.000013818924,0.00043779222,0.0002766918,0.00024946246,0.0003475146,0.0012429283,0.00053951895,0.0007121594,0.0003592436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004099783,0.0032012432,0.9627315,0.000024429455,0.0002117993,0.00037608144,0.0016301647,0.0025319206,0.014874941,0.0009562576,0.0005762639,0.012844448],"study_design_scores_gemma":[0.003651111,0.0010019083,0.88948405,0.000059680206,0.000105937484,0.00009303575,0.013476206,0.00008328951,0.0009670812,0.00290501,0.08740368,0.00076901494],"about_ca_topic_score_codex":0.000035869038,"about_ca_topic_score_gemma":0.000013420565,"teacher_disagreement_score":0.08682742,"about_ca_system_score_codex":0.003156862,"about_ca_system_score_gemma":0.000013884553,"threshold_uncertainty_score":0.99980736},"labels":[],"label_agreement":null},{"id":"W2040150727","doi":"10.1139/er-2012-0035","title":"Scientific dimensions of cumulative effects assessment: toward improvements in guidance for practice","year":2012,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Nova Scotia Hospital; Staples (Canada); Dalhousie University","funders":"Alberta Society of Professional Biologists","keywords":"Stressor; Process (computing); Psychology; Engineering ethics; Management science; Computer science; Engineering","score_opus":0.03319811299395866,"score_gpt":0.36347927444622186,"score_spread":0.3302811614522632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040150727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97888935,0.0057982765,0.0018294274,0.00019379039,0.0009888969,0.0047610947,0.000060202015,0.000024562747,0.007454414],"genre_scores_gemma":[0.9804601,0.0012002116,0.01634676,0.0004157232,0.000052676,0.00042618206,0.00005899696,0.00003634676,0.0010029925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997129,0.00034587694,0.0007605738,0.00047715942,0.0005939125,0.0006934695],"domain_scores_gemma":[0.9985044,0.00029447762,0.00052775355,0.00042318262,0.0000010423439,0.000249151],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018279579,0.00032543534,0.00051049516,0.00005833271,0.00021161871,0.000028642567,0.0003041036,0.00009861433,0.00034744607],"category_scores_gemma":[0.00023581008,0.00025960887,0.00021137879,0.00025720024,0.00044234685,0.001410872,0.00037857832,0.00019325888,0.00039140144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006155043,0.0037939954,0.65068316,0.00013887485,0.00006061121,0.0000035100547,0.0035697448,0.000046631445,0.2695211,0.00013384623,0.002892268,0.069094725],"study_design_scores_gemma":[0.0017342604,0.00038092805,0.6445039,0.00017978624,0.00013924227,0.0000041061307,0.00065189163,0.00021952721,0.012569311,0.00043746713,0.33855948,0.00062013534],"about_ca_topic_score_codex":0.00007450954,"about_ca_topic_score_gemma":0.000008901695,"teacher_disagreement_score":0.33566722,"about_ca_system_score_codex":0.00091126957,"about_ca_system_score_gemma":0.000010150249,"threshold_uncertainty_score":0.99998564},"labels":[],"label_agreement":null},{"id":"W2040494053","doi":"10.3152/146155107x210917","title":"Contextual phases in the institutionalization of the environmental assessment of road development in Cameroon","year":2007,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Institutionalisation; Context (archaeology); Summit; Political science; Environmental planning; Sustainable development; Poverty; Corporate governance; Process (computing); Economic growth; Environmental resource management; Public administration; Business; Geography; Environmental science; Economics","score_opus":0.024049529883959517,"score_gpt":0.39155775342820726,"score_spread":0.3675082235442477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040494053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926226,0.000048652968,0.0004254555,0.00006168274,0.00010556264,0.0007667966,0.00002212331,0.0000053128597,0.005941804],"genre_scores_gemma":[0.99902236,0.00004287024,0.0007389214,0.00007042824,0.00002088498,0.000032997454,0.00003739434,0.000010506051,0.000023611972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997748,0.00021947209,0.000623176,0.0002468698,0.00080581364,0.00035664797],"domain_scores_gemma":[0.99921507,0.000227531,0.0002975493,0.00020552319,0.000003574489,0.00005073774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014173687,0.00023075857,0.0002793773,0.000099919744,0.00013136347,0.000023834218,0.0003125521,0.000091496404,0.00020752457],"category_scores_gemma":[0.000027661392,0.0001414432,0.0000856291,0.00041708167,0.0004969107,0.00033626825,0.0002065954,0.0002487039,0.0000012843708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038899467,0.0007685125,0.97263026,0.000010158473,0.000022025471,0.0000036590184,0.0032686072,0.00019191115,0.009604907,0.00027224384,0.000042864755,0.013145935],"study_design_scores_gemma":[0.0011607837,0.00018199797,0.9935781,0.000037265872,0.000014558472,0.0000074725367,0.0026449733,0.00028750638,0.0014360916,0.00003919695,0.00045155987,0.0001605461],"about_ca_topic_score_codex":0.0015149432,"about_ca_topic_score_gemma":0.0010768158,"teacher_disagreement_score":0.02094777,"about_ca_system_score_codex":0.00056285807,"about_ca_system_score_gemma":0.00016207836,"threshold_uncertainty_score":0.57678866},"labels":[],"label_agreement":null},{"id":"W2041589119","doi":"10.1016/j.jenvman.2010.01.015","title":"A methodology for evaluating environmental planning systems: A case study of Canada","year":2010,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Variety (cybernetics); Environmental planning; Environmental management system; Environmental resource management; Environmental design and planning; Process (computing); Environmental impact assessment; Sustainable development; Management science; Comprehensive planning; Process management; Engineering; Computer science; Land-use planning; Environmental science; Land use; Civil engineering; Political science","score_opus":0.060597428204005974,"score_gpt":0.3559668283879211,"score_spread":0.2953694001839151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041589119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966416,0.000073596275,0.00054378033,0.0000267086,0.0008363245,0.0011541628,0.000040589224,0.0000051653,0.0006781175],"genre_scores_gemma":[0.99172974,0.000013047846,0.0074972706,0.00007258243,0.000092711496,0.000052614865,0.0000037735924,0.000038012942,0.0005002705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968886,0.0002613068,0.0010328986,0.00033296456,0.0010304509,0.0004538149],"domain_scores_gemma":[0.9981894,0.00023642999,0.00099713,0.00032712356,0.0000026697292,0.00024728425],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015320879,0.00030487057,0.00052302046,0.00008858172,0.0002796042,0.000026233545,0.00040958394,0.00008560849,0.00068375],"category_scores_gemma":[0.000028838502,0.00027682175,0.00015009312,0.00008344066,0.00018187526,0.00028197837,0.00041524664,0.0003503259,0.0000054459188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000766305,0.00864268,0.6101408,0.00018019951,0.0018821672,0.008328731,0.0124096805,0.039480545,0.28139588,0.00006842144,0.0026265401,0.03407805],"study_design_scores_gemma":[0.014382037,0.009434897,0.603837,0.000107775006,0.0017600899,0.007275585,0.3483035,0.003192357,0.0029179857,0.0004357596,0.006756873,0.0015961573],"about_ca_topic_score_codex":0.012177153,"about_ca_topic_score_gemma":0.006698702,"teacher_disagreement_score":0.3358938,"about_ca_system_score_codex":0.00073695334,"about_ca_system_score_gemma":0.000022254128,"threshold_uncertainty_score":0.9999684},"labels":[],"label_agreement":null},{"id":"W2042560389","doi":"10.3152/146155111x12913679730755","title":"Getting back to basics: the Victor Diamond Mine environmental assessment scoping proce and the issue of family-based traditional land versus registered traplines","year":2011,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Waterloo","funders":"","keywords":"Indigenous; Baseline (sea); Resource (disambiguation); Government (linguistics); Process (computing); Environmental planning; Treaty; Environmental resource management; Business; Political science; Geography; Computer science; Law; Environmental science","score_opus":0.08079376383444241,"score_gpt":0.3753338715207307,"score_spread":0.2945401076862883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042560389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98761964,0.00011698397,0.00044150598,0.00088134955,0.00024146619,0.0016302416,0.00011886157,0.000022217891,0.008927717],"genre_scores_gemma":[0.99364567,0.00008960168,0.0053920173,0.000386985,0.0001517508,0.00015602987,0.000053614458,0.00003539082,0.00008895137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976211,0.00027151266,0.00049008103,0.0004664154,0.0006747597,0.0004761419],"domain_scores_gemma":[0.99850607,0.00066484505,0.0003041705,0.00032717254,0.0000062417707,0.00019152788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083902996,0.00040176045,0.00042984623,0.000057713845,0.000406911,0.000118196986,0.00033273827,0.00010095431,0.0006749845],"category_scores_gemma":[0.00003445067,0.00023885195,0.00014502951,0.00020434831,0.00090890087,0.00039432477,0.00025318144,0.00027495026,0.000014439313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002385088,0.0011424307,0.9537543,0.00019206626,0.00042559917,0.000011990688,0.012782676,0.00014922487,0.016549041,0.00029512355,0.002064662,0.010247778],"study_design_scores_gemma":[0.005744278,0.0011300732,0.98659474,0.00011304834,0.0001491607,0.0000092072905,0.0025081465,0.00167069,0.0007052866,0.00011639199,0.00079658866,0.00046237354],"about_ca_topic_score_codex":0.0006764908,"about_ca_topic_score_gemma":0.00009761468,"teacher_disagreement_score":0.032840434,"about_ca_system_score_codex":0.00019632677,"about_ca_system_score_gemma":0.000100966,"threshold_uncertainty_score":0.97401},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.009542760790041087,"score_gpt":0.28239791206074183,"score_spread":0.27285515127070076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043197118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88243127,0.00019861187,0.00016130766,0.0007730196,0.0002965452,0.0005710166,0.000043595297,0.000008127308,0.115516484],"genre_scores_gemma":[0.986433,0.0039770454,0.0073951744,0.0014483527,0.000088569555,0.000026722,0.000010982888,0.000042546904,0.0005775723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957445,0.00045065046,0.0010910915,0.00048417025,0.0014469579,0.0007825974],"domain_scores_gemma":[0.9982201,0.00019858775,0.00083839096,0.00030331378,0.0000021693907,0.0004374452],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010524943,0.00047790082,0.00051858084,0.00017901957,0.00025745167,0.00008961344,0.00036549178,0.00008931204,0.0015932999],"category_scores_gemma":[0.000024271752,0.00045475003,0.00013274021,0.00023448112,0.00024265656,0.0010121955,0.00041339395,0.0005701099,0.000025950689],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014563974,0.0051688463,0.90038323,0.0001272385,0.000901991,0.0025622195,0.0011773357,0.006729448,0.015603299,0.01885164,0.0017242035,0.046624903],"study_design_scores_gemma":[0.0031340695,0.00045984262,0.930031,0.00007124999,0.00018470244,0.00030571347,0.017878177,0.00018937276,0.0002136585,0.0026992273,0.044072136,0.00076084974],"about_ca_topic_score_codex":0.04099959,"about_ca_topic_score_gemma":0.01852651,"teacher_disagreement_score":0.114938915,"about_ca_system_score_codex":0.007931821,"about_ca_system_score_gemma":0.00025123535,"threshold_uncertainty_score":0.99979043},"labels":[],"label_agreement":null},{"id":"W2043473705","doi":"10.1061/9780784478745.074","title":"Sustainable Infrastructure--From Business Case to Investment","year":2014,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Closing (real estate); Sustainability; Investment (military); Business; Business case; Risk analysis (engineering); Environmental economics; Finance; Economics; Process management","score_opus":0.004835363998658977,"score_gpt":0.23029659262306362,"score_spread":0.22546122862440465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043473705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88493425,0.0000017700827,0.0018623555,0.0003821671,0.000081139304,0.00019790891,0.0000035318683,0.000038946768,0.11249795],"genre_scores_gemma":[0.97961557,0.0000014841438,0.004431333,0.005586709,0.00006472713,0.000018356131,0.000008408825,0.000014185965,0.01025923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989682,0.000043379623,0.00013341586,0.0002615649,0.00023665742,0.00035678683],"domain_scores_gemma":[0.9994197,0.000025347908,0.00003148781,0.00023815989,0.0000041186927,0.00028120924],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010981111,0.00014289809,0.00012141048,0.000018864705,0.00019089178,0.000054961583,0.00015360252,0.00005156894,0.006915473],"category_scores_gemma":[0.00003872281,0.00011866815,0.000026323089,0.00023437712,0.00008176288,0.0002586894,0.0004088745,0.00006189579,0.00111685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006792319,0.00070898904,0.74243134,0.000030838695,0.00008969152,0.0017335778,0.0077430517,0.015739163,0.032349188,0.013454051,0.13813774,0.04751444],"study_design_scores_gemma":[0.0003951164,0.00009223003,0.8742168,0.0000036961362,0.000016540636,0.00004905587,0.0020842182,0.00025190803,0.0011995161,0.0111750495,0.11015926,0.0003566193],"about_ca_topic_score_codex":0.012667707,"about_ca_topic_score_gemma":0.00039233066,"teacher_disagreement_score":0.13178545,"about_ca_system_score_codex":0.00037258986,"about_ca_system_score_gemma":0.000005757942,"threshold_uncertainty_score":0.9996609},"labels":[],"label_agreement":null},{"id":"W2044186544","doi":"10.1016/j.tranpol.2007.12.002","title":"Institutional integration for sustainable transportation policy in Canada","year":2008,"lang":"en","type":"article","venue":"Transport Policy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sustainability; Government (linguistics); Equity (law); Business; Public policy; Transportation planning; Vision; Sustainable transport; Population; Sustainable development; Urban planning; Constructive; Public administration; Process (computing); Public economics; Economic growth; Economics; Political science; Transport engineering; Engineering","score_opus":0.011177943297123448,"score_gpt":0.25552726687432836,"score_spread":0.2443493235772049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044186544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866527,0.0000060446637,0.0010314917,0.0007550471,0.000025903379,0.00038304555,0.00006358958,0.000014634318,0.011067559],"genre_scores_gemma":[0.99676156,0.000040715648,0.00026451857,0.00062794844,0.00009015339,0.000071496645,0.00020595334,0.000011883887,0.0019257984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890786,0.0000114474005,0.00024482253,0.00018380754,0.00026198776,0.00039005294],"domain_scores_gemma":[0.9997331,0.000012764211,0.000045776967,0.00008621692,0.000004837692,0.00011731868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006564029,0.00012913778,0.0001344881,0.000071481314,0.00020715376,0.000003819209,0.000113160735,0.00004815051,0.0002474471],"category_scores_gemma":[0.000011104891,0.00013005943,0.000051310944,0.00037933697,0.0001224689,0.0004110898,0.0000039070887,0.00008300204,0.0000122061065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007227662,0.00017658743,0.9674278,0.000025471058,0.00001055822,0.00010787531,0.0029834365,0.007786408,0.0011920349,0.016332686,0.0006955648,0.0031893346],"study_design_scores_gemma":[0.0005709146,0.000029728186,0.989701,0.000004894604,0.0000045766337,0.0000032979406,0.0004814637,0.00006591879,0.00064184977,0.0012296125,0.0071201143,0.00014665825],"about_ca_topic_score_codex":0.9839217,"about_ca_topic_score_gemma":0.95201576,"teacher_disagreement_score":0.031905953,"about_ca_system_score_codex":0.003109204,"about_ca_system_score_gemma":0.0010512916,"threshold_uncertainty_score":0.813046},"labels":[],"label_agreement":null},{"id":"W2044447475","doi":"10.1007/s10661-006-9433-0","title":"Aquatic Environmental Effects Monitoring Guidance for Environmental Assessment Practitioners","year":2006,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada; University of New Brunswick; University of Saskatchewan; Stantec (Canada)","funders":"","keywords":"Environmental impact assessment; Process (computing); Environmental science; Aquatic environment; Environmental resource management; Environmental monitoring; Environmental planning; Clean Water Act; Environmental protection; Computer science; Environmental engineering; Ecology; Water quality","score_opus":0.00844686255143465,"score_gpt":0.2834236082601713,"score_spread":0.27497674570873665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044447475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888477,0.00063924195,0.001956772,0.00019449403,0.0012369172,0.0016735682,0.0001587194,0.00014028364,0.005152337],"genre_scores_gemma":[0.96708125,0.00062973954,0.027250621,0.00006332106,0.0008654446,0.0008155846,0.00023669949,0.00015056746,0.0029067541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99495375,0.00023781547,0.00087238755,0.0013521467,0.0013609944,0.0012228834],"domain_scores_gemma":[0.9981042,0.0003420158,0.00048725406,0.00059666624,9.874142e-7,0.00046888206],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005575054,0.0009121371,0.0006355264,0.00010086828,0.0012537705,0.00022748535,0.00042420518,0.00027683334,0.00045800878],"category_scores_gemma":[0.000009751636,0.00095731474,0.0002991093,0.00011314625,0.0006533118,0.0010781958,0.0006064991,0.00060316134,0.00018826211],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026808599,0.0010916119,0.7403506,0.000031679017,0.00008134657,0.000025415418,0.00013352984,0.0003402304,0.23999257,0.00003514805,0.0002137906,0.017677229],"study_design_scores_gemma":[0.0022767347,0.00053049217,0.9629689,0.000090400914,0.00018596619,0.000026226917,0.0012935104,0.0006497787,0.022854675,0.0006571236,0.0073839533,0.0010822501],"about_ca_topic_score_codex":0.00017815354,"about_ca_topic_score_gemma":0.0000034703253,"teacher_disagreement_score":0.22261825,"about_ca_system_score_codex":0.0032277463,"about_ca_system_score_gemma":0.000023645865,"threshold_uncertainty_score":0.9992877},"labels":[],"label_agreement":null},{"id":"W2045742469","doi":"10.1007/s11205-009-9444-7","title":"Comparative Case Study as Social Impact Assessment: Possibilities and Limitations for Anticipating Social Change in the Far North","year":2009,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Social impact assessment; Environmental impact assessment; Strengths and weaknesses; Impact assessment; Social impact; Environmental planning; Economic impact analysis; Environmental resource management; Human geography; Pipeline (software); Regional science; Sociology; Political science; Geography; Environmental science; Engineering; Civil engineering; Social science; Psychology; Public administration; Social psychology; Population","score_opus":0.30771141398102936,"score_gpt":0.551680314594106,"score_spread":0.2439689006130767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045742469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931655,0.000014804888,0.0000040418513,0.0012505557,0.000025297622,0.002069697,0.000055018405,0.00001778752,0.0033973313],"genre_scores_gemma":[0.9988602,0.000009096117,0.00004292541,0.00029205438,0.0002974011,0.00040297056,0.000028206478,0.000015151406,0.00005203916],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99644005,0.0010797582,0.0003219678,0.0003903667,0.001002206,0.0007656593],"domain_scores_gemma":[0.99897,0.00066804845,0.00012878072,0.00010381332,0.000019091936,0.00011028604],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018442094,0.00021260198,0.00032815218,0.0001670505,0.0036475898,0.00022236056,0.00032032456,0.00012771734,0.00009699512],"category_scores_gemma":[0.00009096581,0.00016901175,0.00011765828,0.0009894562,0.00084107375,0.0004474953,0.00018104729,0.0006299602,0.000017020038],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036069865,0.0011919137,0.41069797,0.0000060047696,0.000041914383,0.00006404078,0.5684607,0.0000011775494,0.00007248569,0.00038699462,0.0003931331,0.018647613],"study_design_scores_gemma":[0.00058712094,0.0006953861,0.79152596,0.0000017636798,0.000018503495,0.000006483994,0.20578372,0.00004814496,0.00000485486,0.0011137748,0.000066875335,0.00014739555],"about_ca_topic_score_codex":0.007480359,"about_ca_topic_score_gemma":0.008226039,"teacher_disagreement_score":0.380828,"about_ca_system_score_codex":0.00070789893,"about_ca_system_score_gemma":0.00007113974,"threshold_uncertainty_score":0.99912894},"labels":[],"label_agreement":null},{"id":"W2045967462","doi":"10.1115/ipc2014-33359","title":"Achieving Efficiency in Environmental Assessment Through Focused Selection of Valued Components","year":2014,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Scope (computer science); Government (linguistics); Environmental impact assessment; Baseline (sea); Process (computing); Environmental planning; Business; Environmental resource management; Political science; Computer science; Environmental science","score_opus":0.01431100802307246,"score_gpt":0.27045602762867377,"score_spread":0.2561450196056013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045967462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9552007,0.000003741939,0.007295396,0.00005316781,0.00008417134,0.00026647918,0.0000030931822,0.00002646135,0.037066806],"genre_scores_gemma":[0.99066836,0.000012087603,0.008818725,0.00015117571,0.00001922322,0.000014032623,0.000012550602,0.000017821496,0.0002860499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817055,0.00019396318,0.00038632206,0.00033462857,0.00055712194,0.00035738276],"domain_scores_gemma":[0.99954605,0.000052181327,0.00014549837,0.00017558059,8.914801e-7,0.000079795114],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003880976,0.00019087117,0.00025362583,0.000036609206,0.00012356834,0.000015704352,0.00022166432,0.00008344351,0.0029595091],"category_scores_gemma":[0.0000106573825,0.00017609862,0.00008000483,0.00019868847,0.00019927564,0.00038395313,0.00021853908,0.00016848586,0.00014471014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009435299,0.0006072631,0.8124861,0.000004436154,0.0000071944182,5.2513883e-7,0.0003097877,0.00078846194,0.18332173,0.0001611621,0.000035346,0.0022685328],"study_design_scores_gemma":[0.00085773756,0.0002057111,0.98732793,0.000012295047,0.00001064046,0.0000014333923,0.00015040064,0.004139654,0.00652726,0.00029995895,0.00026789907,0.00019904829],"about_ca_topic_score_codex":0.000793985,"about_ca_topic_score_gemma":0.00006239701,"teacher_disagreement_score":0.17679447,"about_ca_system_score_codex":0.00056016835,"about_ca_system_score_gemma":0.0000051536394,"threshold_uncertainty_score":0.9979519},"labels":[],"label_agreement":null},{"id":"W2045983070","doi":"10.1289/ehp.8486","title":"Meeting Report: Development of Environmental Health Indicators in Brazil and Other Countries in the Americas","year":2005,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Environmental health; Environmental resource management; Environmental monitoring; Environmental protection; Geography; Business; Medicine; Environmental science; Environmental engineering","score_opus":0.010925129240667407,"score_gpt":0.3213368829741032,"score_spread":0.31041175373343577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045983070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930727,0.002061689,0.000018987965,0.0023823746,0.000029816605,0.00072217965,0.00004511898,0.000013484414,0.0016536594],"genre_scores_gemma":[0.99430174,0.00093630195,0.0023290864,0.002178918,0.000039446884,0.00005622456,0.000015103019,0.0000317302,0.00011147911],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967028,0.00037129235,0.00091272045,0.0006004122,0.00073982234,0.0006729887],"domain_scores_gemma":[0.99890405,0.000092512855,0.0005201195,0.00028256787,2.899937e-7,0.00020045319],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013728221,0.00031442338,0.00043908227,0.00017082585,0.00037740805,0.000021456106,0.0002731228,0.00008066874,0.0008699143],"category_scores_gemma":[0.000011223086,0.00026915804,0.0000571959,0.00026982388,0.0009887264,0.00031460292,0.0002581969,0.00034301434,0.00007680714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028809682,0.0014864767,0.82801956,0.00002009912,0.0000145497515,0.000013762152,0.14035486,0.000078544355,0.00048573577,0.000042493153,0.00009719161,0.029357933],"study_design_scores_gemma":[0.00064576266,0.00018294789,0.91084146,0.000043714237,0.0000028438346,0.00003484575,0.07190176,0.000022839355,0.00019842574,0.000036632704,0.01584506,0.00024367883],"about_ca_topic_score_codex":0.0010816708,"about_ca_topic_score_gemma":0.0014212098,"teacher_disagreement_score":0.08282194,"about_ca_system_score_codex":0.0028090826,"about_ca_system_score_gemma":0.00005500378,"threshold_uncertainty_score":0.99997604},"labels":[],"label_agreement":null},{"id":"W2046456138","doi":"10.1016/j.eiar.2008.10.002","title":"Community-based approaches to strategic environmental assessment: Lessons from Costa Rica","year":2008,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The King's University; University of Manitoba","funders":"","keywords":"Strategic environmental assessment; Livelihood; Environmental planning; Government (linguistics); Environmental resource management; Watershed; Process (computing); Notice; Environmental impact assessment; Business; Geography; Political science; Agriculture; Computer science; Environmental science","score_opus":0.17000299610971534,"score_gpt":0.3600209466307973,"score_spread":0.19001795052108197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046456138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9706658,0.0018201717,0.000935957,0.0023989242,0.00022172357,0.0028261968,0.0012954753,0.00019398941,0.019641733],"genre_scores_gemma":[0.9757507,0.006932235,0.0072714323,0.005876465,0.00011521315,0.0004579058,0.0028582911,0.00018562232,0.0005521513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9919972,0.0016664279,0.0012777833,0.0013143492,0.0022025674,0.001541707],"domain_scores_gemma":[0.99572664,0.00027897747,0.00060743035,0.0018994666,0.0000020635496,0.0014854005],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0011128034,0.0013695443,0.0014421738,0.00013037394,0.0017980095,0.00014316902,0.001564493,0.00030070072,0.024292942],"category_scores_gemma":[0.000014456459,0.0012417559,0.0008250151,0.0005174251,0.0010374663,0.001001417,0.0013185636,0.0016571444,0.003401207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007448205,0.008212602,0.93597525,0.00020762422,0.0004965587,0.0002042433,0.0009426413,0.002198249,0.028894963,0.00008192593,0.01163542,0.011076057],"study_design_scores_gemma":[0.0016166143,0.001005167,0.9790817,0.00041122574,0.0003363382,0.000055418845,0.00059892033,0.0006192477,0.000519777,0.00038076044,0.013677513,0.0016973355],"about_ca_topic_score_codex":0.0011602199,"about_ca_topic_score_gemma":0.000047512098,"teacher_disagreement_score":0.043106448,"about_ca_system_score_codex":0.0051723504,"about_ca_system_score_gemma":0.0001362621,"threshold_uncertainty_score":0.9999055},"labels":[],"label_agreement":null},{"id":"W2047848852","doi":"10.1016/j.jenvman.2011.02.007","title":"An analytical platform for cumulative impact assessment based on multiple futures: The impact of petroleum drilling and forest harvesting on moose (Alces alces) and marten (Martes americana) habitats in northeastern British Columbia","year":2011,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Marten; Habitat; Geography; Forestry; Petroleum; Environmental science; Logging; Ecology; Geology; Biology","score_opus":0.020213128483738404,"score_gpt":0.2899772094471597,"score_spread":0.2697640809634213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047848852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981524,0.000027605736,0.0002648981,0.000028731825,0.000041262374,0.0005914345,0.00007513794,0.0000047198323,0.00081382797],"genre_scores_gemma":[0.9980137,0.00008350714,0.0016220331,0.00010026894,0.00003623711,0.000021345684,0.00001240223,0.000031110292,0.00007941875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979639,0.00011197562,0.0005813125,0.00033765027,0.00059223024,0.00041292608],"domain_scores_gemma":[0.9987171,0.00025664206,0.0005414861,0.00021496956,0.0000034705056,0.00026632886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059373555,0.00026698867,0.00042814732,0.000080215985,0.00035514086,0.00021286224,0.00026310005,0.00006128835,0.00021936015],"category_scores_gemma":[0.000020023017,0.00022795057,0.00021968022,0.000099802535,0.00043218845,0.00057729066,0.00014508162,0.0002381108,0.0000016558109],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025466483,0.001052569,0.9549372,0.000014201001,0.00015485406,0.000040524752,0.00047557332,0.024676329,0.0002510761,0.0000028275101,0.00005086003,0.01808932],"study_design_scores_gemma":[0.0018300307,0.0037369097,0.9261668,0.000103136685,0.00008737434,0.000012108514,0.0025793992,0.065001816,0.000011793698,0.00024158297,0.0000145841595,0.0002144747],"about_ca_topic_score_codex":0.00827071,"about_ca_topic_score_gemma":0.006491666,"teacher_disagreement_score":0.04032549,"about_ca_system_score_codex":0.00066487375,"about_ca_system_score_gemma":0.000010430334,"threshold_uncertainty_score":0.9983333},"labels":[],"label_agreement":null},{"id":"W2048493110","doi":"10.1016/j.marpol.2012.12.011","title":"Strategic environmental assessment opportunities and risks for Arctic offshore energy planning and development","year":2013,"lang":"en","type":"article","venue":"Marine Policy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Strategic environmental assessment; Arctic; Business; Environmental resource management; Environmental planning; Submarine pipeline; Stakeholder; Flexibility (engineering); Upstream (networking); Environmental impact assessment; Environmental economics; Environmental science; Engineering; Economics; Oceanography; Political science","score_opus":0.07834594266868872,"score_gpt":0.3191664842498723,"score_spread":0.2408205415811836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048493110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98265696,0.000037621587,0.00016578099,0.00060033397,0.000030358995,0.00029965193,0.000010509649,0.000023188208,0.016175572],"genre_scores_gemma":[0.99329,0.00015291409,0.0033282423,0.0006454677,0.00007352396,0.00017644613,0.00007290213,0.000024052442,0.002236424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988197,0.000034616278,0.00021973306,0.00028855636,0.00021263996,0.0004247357],"domain_scores_gemma":[0.9994737,0.000043766955,0.00008188777,0.00011767416,0.0000015384702,0.00028143538],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001103593,0.00022261265,0.00018134183,0.000048540074,0.00028884746,0.00009951416,0.00010117877,0.00006621968,0.0012881974],"category_scores_gemma":[0.0000044111466,0.00020494862,0.000026039159,0.000035613764,0.0002595933,0.00027202448,0.000530527,0.00008245721,0.000021485892],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010369325,0.00016689599,0.85497475,0.000029337187,0.000057971403,0.0000059110416,0.00097265135,0.000039842664,0.0015670437,0.002040973,0.00026386254,0.13987038],"study_design_scores_gemma":[0.00051653705,0.00013414495,0.9830141,0.0000084650255,0.000014132178,0.000012887556,0.0019865606,0.0005146228,0.00019354858,0.00503027,0.008283712,0.00029102364],"about_ca_topic_score_codex":0.004378958,"about_ca_topic_score_gemma":0.000084008345,"teacher_disagreement_score":0.13957936,"about_ca_system_score_codex":0.00038105596,"about_ca_system_score_gemma":0.000029486233,"threshold_uncertainty_score":0.9996248},"labels":[],"label_agreement":null},{"id":"W2051758796","doi":"10.1016/s0195-9255(03)00093-3","title":"Evaluating the effectiveness of British Columbia's environmental assessment process for first nations' participation in mining development","year":2003,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":188,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Process (computing); Measure (data warehouse); Government (linguistics); Environmental impact assessment; Environmental planning; Political science; Environmental resource management; Public administration; Geography; Computer science; Law; Economics; Data mining","score_opus":0.03594808525868946,"score_gpt":0.40946902151545556,"score_spread":0.3735209362567661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051758796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99118483,0.0014923206,0.00048299317,0.000030047062,0.00012980537,0.0044032526,0.0001127581,0.000022306203,0.0021417157],"genre_scores_gemma":[0.9916533,0.0024671555,0.002848743,0.0001316574,0.000018085762,0.0023200733,0.00025479504,0.00006733522,0.00023881881],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99476653,0.0012148801,0.0012039504,0.0007519873,0.001275635,0.0007870357],"domain_scores_gemma":[0.99755716,0.0011051703,0.0006311467,0.0004760944,0.0000052073,0.0002252306],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004769599,0.00042662767,0.00076473574,0.000052827672,0.0007066028,0.00011278424,0.00044725035,0.00012961612,0.0034775343],"category_scores_gemma":[0.00019416462,0.00046411794,0.00031346973,0.00040303127,0.00037637763,0.0006688789,0.00020460552,0.00029009505,0.000033277538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022106877,0.0017507707,0.98121876,0.0007996634,0.00010884015,0.0000044573653,0.00025317378,0.00248515,0.00351251,0.00001157164,0.00011154179,0.009721432],"study_design_scores_gemma":[0.0015992733,0.0005799147,0.99327284,0.0015392193,0.00015298327,0.000016886017,0.00036041375,0.00048629186,0.00039891165,0.0001565235,0.00090285885,0.00053390476],"about_ca_topic_score_codex":0.00052226125,"about_ca_topic_score_gemma":0.0024745716,"teacher_disagreement_score":0.012054037,"about_ca_system_score_codex":0.0030763184,"about_ca_system_score_gemma":0.00013147715,"threshold_uncertainty_score":0.9997811},"labels":[],"label_agreement":null},{"id":"W2052197537","doi":"10.3152/147154601781767014","title":"Environmental impact assessment follow-up: good practice and future directions — findings from a workshop at the IAIA 2000 conference","year":2001,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":160,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Environmental impact statement; Environmental impact assessment; Environmental planning; Impact assessment; Process (computing); Environmental resource management; Political science; Environmental science; Computer science; Public administration","score_opus":0.01951856508600845,"score_gpt":0.37040572945784406,"score_spread":0.3508871643718356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052197537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97914106,0.0005818717,0.00013439247,0.0023937535,0.0006051727,0.0010497515,0.00027792083,0.00009102326,0.015725033],"genre_scores_gemma":[0.99156904,0.0042761564,0.0011628472,0.00034836872,0.00040806414,0.00015244707,0.00024992586,0.00006953419,0.0017636196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996011,0.0004867858,0.00051125576,0.0009391503,0.0010666049,0.0009851613],"domain_scores_gemma":[0.997692,0.0009301883,0.0003243411,0.0005627328,0.000009701274,0.00048102275],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072728033,0.0007629673,0.00055404985,0.00008450885,0.0013126084,0.00059237104,0.0003902142,0.00030218004,0.0072286953],"category_scores_gemma":[0.000045365254,0.0005223215,0.00027689055,0.00041837434,0.00066838873,0.0016665196,0.0008274833,0.00080633664,0.00009937101],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036343685,0.00062725483,0.940536,0.0000052950672,0.000494268,0.000045940393,0.0068763583,0.000020236515,0.0067498633,0.00005764185,0.0052852966,0.038938366],"study_design_scores_gemma":[0.001964628,0.0005316465,0.9111347,0.000020959624,0.00028128002,0.00017534707,0.005866198,0.000564061,0.000062411746,0.00010725911,0.07861092,0.0006805701],"about_ca_topic_score_codex":0.0044467463,"about_ca_topic_score_gemma":0.00082675973,"teacher_disagreement_score":0.07332563,"about_ca_system_score_codex":0.001962114,"about_ca_system_score_gemma":0.00020235524,"threshold_uncertainty_score":0.99998754},"labels":[],"label_agreement":null},{"id":"W2052247260","doi":"10.3406/oss.2009.1333","title":"Une matrice d’indicateurs d’impacts des services de protection de la jeunesse","year":2009,"lang":"fr","type":"article","venue":"Santé Société et Solidarité","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.011958351378590316,"score_gpt":0.3244018753166767,"score_spread":0.3124435239380864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052247260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9132168,0.0018042155,0.0012337476,0.0050880187,0.00030408602,0.000571104,0.000063252926,0.00014027276,0.07757845],"genre_scores_gemma":[0.98887956,0.0034351773,0.0020090726,0.0023804381,0.0003176418,0.000034277007,0.000018776342,0.000059645077,0.0028654202],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961675,0.0009491744,0.00041771375,0.000521822,0.0006054121,0.0013384245],"domain_scores_gemma":[0.9986175,0.00014713989,0.0003063429,0.00031864113,0.000010586336,0.0005998129],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012605919,0.00048992416,0.00040299149,0.00006589279,0.0008169289,0.00038462348,0.00049923226,0.0006297945,0.0015850074],"category_scores_gemma":[0.00005994545,0.00052651076,0.00023348296,0.00063100207,0.0010179714,0.0012039749,0.00018587202,0.0008062284,0.0006127982],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021523536,0.0042210813,0.3303527,0.00065797556,0.0002701526,0.00034811738,0.08157698,0.0013290901,0.13871947,0.001927688,0.0016208865,0.4387606],"study_design_scores_gemma":[0.00105505,0.00040630015,0.9033431,0.00024227281,0.0001920917,0.0001512177,0.011648269,0.00061421766,0.0064606024,0.059214145,0.015991634,0.000681113],"about_ca_topic_score_codex":0.010161218,"about_ca_topic_score_gemma":0.0006016435,"teacher_disagreement_score":0.57299036,"about_ca_system_score_codex":0.0019827876,"about_ca_system_score_gemma":0.000108750835,"threshold_uncertainty_score":0.99971867},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.11211320470565367,"score_gpt":0.37704609601498934,"score_spread":0.26493289130933567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054023526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9072217,0.0028455178,0.000013805706,0.010220241,0.00018625469,0.0010596329,0.00002003569,0.000006431958,0.0784264],"genre_scores_gemma":[0.97572,0.022506025,0.00045683322,0.000831736,0.00008340045,0.000034417695,0.000003600158,0.000014498311,0.00034951043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972695,0.0005642284,0.00036277637,0.00025154438,0.0009855161,0.00056640245],"domain_scores_gemma":[0.99897575,0.00015929558,0.00016185101,0.00017846645,0.000003990345,0.00052065053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002040029,0.00020289629,0.00023027441,0.00027879368,0.0003781917,0.00010847977,0.0002449242,0.000069446396,0.000052381565],"category_scores_gemma":[0.00003310479,0.0001504059,0.00004772649,0.00021028263,0.00048545658,0.0005106467,0.00036194315,0.00040445148,0.000018401492],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014206134,0.0026980513,0.49865574,0.0001581201,0.00051464257,0.0006075819,0.03212881,0.00023508236,0.0004607541,0.03506458,0.0048731165,0.42446148],"study_design_scores_gemma":[0.0012423629,0.0005358015,0.8441517,0.00003893364,0.00003709228,0.000026785789,0.016132481,0.000024553974,0.00001382037,0.0041225203,0.13351819,0.00015579003],"about_ca_topic_score_codex":0.019437188,"about_ca_topic_score_gemma":0.03295234,"teacher_disagreement_score":0.42430568,"about_ca_system_score_codex":0.0021960933,"about_ca_system_score_gemma":0.000047810532,"threshold_uncertainty_score":0.98709244},"labels":[],"label_agreement":null},{"id":"W2054216844","doi":"10.1002/ieam.1287","title":"Rebuttal to the response of Bosker et al. (2012) to “Canada's environmental effects monitoring program: Areas for improvement” (Huebert et al. 2011)","year":2012,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Rebuttal; Citation; Library science; Psychology; Political science; Sociology; Law; Computer science","score_opus":0.008234687052015324,"score_gpt":0.2892501345202252,"score_spread":0.2810154474682099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054216844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97687185,0.00015334292,0.0016208462,0.013373191,0.0007805328,0.0054989783,0.00026277555,0.00006325823,0.0013752183],"genre_scores_gemma":[0.9679899,0.00052385544,0.0069566066,0.018780788,0.000038924347,0.0018660858,0.0001586957,0.00009294121,0.003592184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959796,0.00030734862,0.00062124745,0.0008080516,0.001187897,0.0010958498],"domain_scores_gemma":[0.9982922,0.00020653463,0.00023652313,0.00060985785,0.0000031551112,0.0006517174],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013988318,0.00066161767,0.00045538435,0.00009925218,0.00037433577,0.000099424185,0.00052904774,0.00008526074,0.0005691025],"category_scores_gemma":[0.000012615946,0.0005209689,0.00016647397,0.00016918451,0.00021277879,0.00054065714,0.0012439399,0.0003186469,0.0001340754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012987673,0.004273607,0.38915256,0.00007864395,0.00083185046,0.000029549172,0.0017684833,0.00048760316,0.18720213,0.00020227855,0.23386918,0.18080537],"study_design_scores_gemma":[0.0009002572,0.0009059848,0.59125984,0.00004918949,0.000101194,0.0000037903599,0.0017404989,0.00005247268,0.005900848,0.000020669848,0.39856878,0.00049649406],"about_ca_topic_score_codex":0.0074835937,"about_ca_topic_score_gemma":0.0023138525,"teacher_disagreement_score":0.20210728,"about_ca_system_score_codex":0.0019399896,"about_ca_system_score_gemma":0.000028001745,"threshold_uncertainty_score":0.9997242},"labels":[],"label_agreement":null},{"id":"W2054259627","doi":"10.3152/147154603781766400","title":"Social impact assessment, impact management and follow-up: a case study of the construction of the Hibernia offshore platform","year":2003,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of Nova Scotia","funders":"","keywords":"Social impact assessment; Context (archaeology); Social impact; Environmental planning; Impact assessment; Environmental resource management; Environmental impact assessment; Submarine pipeline; Process (computing); Local community; Business; Engineering; Environmental science; Political science; Computer science; Geography; Sociology; Public administration","score_opus":0.02817766018941976,"score_gpt":0.3964947721261075,"score_spread":0.36831711193668776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054259627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99164975,0.000025388686,0.000025180061,0.000042093674,0.00029587036,0.0018036183,0.000070118425,0.000019508061,0.006068501],"genre_scores_gemma":[0.99934155,0.00003135038,0.00036385847,0.000022194288,0.000034824585,0.00005465874,0.0000070360443,0.00003564003,0.00010891587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99703366,0.00045701186,0.00058655726,0.0004461756,0.0009223274,0.00055424863],"domain_scores_gemma":[0.99862677,0.00014827168,0.0006047915,0.00045034336,0.000016884811,0.00015292506],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007207825,0.00049483095,0.00055598584,0.0000863851,0.0007038686,0.00011566158,0.0003153502,0.00013530887,0.00025024806],"category_scores_gemma":[0.000022510203,0.00027404266,0.00038083852,0.00061993557,0.00067165,0.00054525386,0.0005257631,0.00041764995,0.0000010436934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008023805,0.00069351424,0.9878531,0.00002979848,0.00050649844,0.0000221528,0.0051896647,0.00004048222,0.0010472739,0.00015838213,0.0004916604,0.003887199],"study_design_scores_gemma":[0.0031709783,0.0010389098,0.9757974,0.000023353461,0.000335587,0.00038746806,0.018185914,0.00015860479,0.00015000506,0.00036139836,0.0000728644,0.0003175076],"about_ca_topic_score_codex":0.0040833824,"about_ca_topic_score_gemma":0.0004820958,"teacher_disagreement_score":0.012996249,"about_ca_system_score_codex":0.00059317466,"about_ca_system_score_gemma":0.00016469946,"threshold_uncertainty_score":0.99997115},"labels":[],"label_agreement":null},{"id":"W2054262779","doi":"10.1016/j.eiar.2003.08.001","title":"A state-of-practice survey of policy, plan, and program assessment in Canadian provinces","year":2003,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Cabinet (room); Directive; Legislature; Plan (archaeology); Impact assessment; Environmental planning; Public administration; Environmental impact assessment; Order (exchange); Business; Political science; Environmental resource management; Geography; Finance; Economics; Law; Computer science","score_opus":0.019124747533713914,"score_gpt":0.3788091897312692,"score_spread":0.3596844421975553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054262779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732419,0.010634487,0.000013081933,0.00027949098,0.00007859481,0.0024423758,0.0002566588,0.00001754353,0.0130358385],"genre_scores_gemma":[0.948809,0.046914935,0.003499681,0.00040184788,0.0000069148514,0.0001185735,0.00011108677,0.000038822523,0.0000990932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995599,0.0011526042,0.0010287036,0.0005358393,0.0008418147,0.00084208575],"domain_scores_gemma":[0.99789244,0.00035089898,0.00063679315,0.0004681772,0.000007942658,0.000643753],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028171488,0.00047109407,0.00093356834,0.00016049642,0.000104302126,0.000033697488,0.00032254233,0.000101184516,0.0011848722],"category_scores_gemma":[0.00033185346,0.00040126932,0.00014874853,0.0006156524,0.0006123472,0.0008566393,0.0002048911,0.0003880887,0.000027883329],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011323485,0.0009539277,0.9552492,0.0002521735,0.000106447966,0.00002087884,0.00027456586,0.000085976884,0.00093489926,0.000072607756,0.00018130851,0.041856717],"study_design_scores_gemma":[0.00055924547,0.0006704424,0.9933892,0.00053503364,0.00007068961,0.000031965752,0.00022949076,0.000055244473,0.00022104764,0.00014040782,0.0037084413,0.00038878588],"about_ca_topic_score_codex":0.26381454,"about_ca_topic_score_gemma":0.051930033,"teacher_disagreement_score":0.2118845,"about_ca_system_score_codex":0.0037555292,"about_ca_system_score_gemma":0.00060644484,"threshold_uncertainty_score":0.9998439},"labels":[],"label_agreement":null},{"id":"W2054850642","doi":"10.3390/su6095512","title":"Sustainability Assessment and Indicators: Tools in a Decision-Making Strategy for Sustainable Development","year":2014,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":479,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Vlaamse Interuniversitaire Raad; Belgisch Ontwikkelingsagentschap","keywords":"Sustainability; Structuring; Sustainable development; Sustainability organizations; Context (archaeology); Sustainability science; Process management; Management science; Social sustainability; Business; Environmental resource management; Engineering; Political science; Economics","score_opus":0.012012499436270198,"score_gpt":0.3346923435633767,"score_spread":0.3226798441271065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054850642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98159325,0.000016918922,0.012919854,0.00038448474,0.000032373384,0.0022628591,0.0000032988685,0.000047494712,0.0027394479],"genre_scores_gemma":[0.99429023,0.000003146638,0.004707943,0.00012832656,0.000026558047,0.00048221287,0.000009332734,0.000025997035,0.00032625653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996765,0.0002652371,0.00061054435,0.00081625464,0.00047474608,0.0010682116],"domain_scores_gemma":[0.9982807,0.0007756077,0.00016066492,0.0004574867,0.000083889485,0.00024162792],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030020436,0.0003254328,0.00040591139,0.00013153027,0.00049975526,0.00019643285,0.0003224415,0.0001789976,0.00025157296],"category_scores_gemma":[0.0021104312,0.00031013935,0.000084140986,0.00051006646,0.00046479428,0.00091229717,0.0006984734,0.00026466558,0.00000432294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008111997,0.00043141303,0.71236086,0.00021625307,0.000009203978,0.000012580121,0.0011002029,0.0009255985,0.00000618455,0.0047226376,0.00009956274,0.28003436],"study_design_scores_gemma":[0.0006857978,0.00018749712,0.82503664,0.000013913666,0.000008817163,0.0000010581743,0.009119094,0.00045629515,0.00002400375,0.15803654,0.0061134365,0.00031691586],"about_ca_topic_score_codex":0.00032635522,"about_ca_topic_score_gemma":0.0002573184,"teacher_disagreement_score":0.27971745,"about_ca_system_score_codex":0.010367765,"about_ca_system_score_gemma":0.0005062481,"threshold_uncertainty_score":0.9999351},"labels":[],"label_agreement":null},{"id":"W2055611048","doi":"10.1007/s00267-008-9098-2","title":"Environmental Impact Assessment Under the Mackenzie Valley Resource Management Act: Deliberative Democracy in Canada’s North?","year":2008,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Manitoba; University of Winnipeg","funders":"","keywords":"Deliberative democracy; Democracy; Context (archaeology); Autonomy; Resource (disambiguation); Generality; Public administration; Documentation; Resource management (computing); Environmental resource management; Sociology; Political science; Psychology; Politics; Geography; Law; Archaeology; Economics","score_opus":0.008782472759937012,"score_gpt":0.23125711785033784,"score_spread":0.22247464509040082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055611048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96459323,0.00010354179,0.00016657524,0.00077914866,0.00018224753,0.0017565733,0.000114177376,0.0000451414,0.03225936],"genre_scores_gemma":[0.99090135,0.001193981,0.00091085496,0.0021990158,0.000060869912,0.0002467174,0.00027859936,0.00010453367,0.0041040983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941363,0.0003624262,0.00087353826,0.0011661168,0.0020605137,0.0014011071],"domain_scores_gemma":[0.9981051,0.000093851326,0.00031033377,0.001036177,7.9293574e-7,0.0004537389],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003472747,0.000873099,0.00051957177,0.000109414534,0.0011462953,0.00006619187,0.0011508683,0.000103875216,0.007572334],"category_scores_gemma":[0.0000013740182,0.0007079547,0.0002788684,0.00033553538,0.00068125816,0.0005679962,0.0019834216,0.0006440033,0.00090837164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008759317,0.0010879769,0.94735044,0.00001419138,0.0004044716,0.00095009,0.0008176297,0.024365272,0.0002426127,0.000089454385,0.01250229,0.012087986],"study_design_scores_gemma":[0.0015956467,0.000108532106,0.9815546,0.000017619102,0.0000978766,0.00004884811,0.004932011,0.00044723114,0.00008871009,0.00022248931,0.010088897,0.0007975305],"about_ca_topic_score_codex":0.1261188,"about_ca_topic_score_gemma":0.17594391,"teacher_disagreement_score":0.049825124,"about_ca_system_score_codex":0.013441763,"about_ca_system_score_gemma":0.000063986474,"threshold_uncertainty_score":0.9998695},"labels":[],"label_agreement":null},{"id":"W2055713516","doi":"10.1142/s1464333210003632","title":"A POLICY WINDOW OPENS: STRATEGIC ENVIRONMENTAL ASSESSMENT IN YORK REGION, ONTARIO, CANADA","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":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Regional Municipality of Niagara; University of Waterloo","funders":"","keywords":"Strategic environmental assessment; Sustainability; Variety (cybernetics); Government (linguistics); Plan (archaeology); Public administration; Public policy; Environmental policy; Politics; Environmental planning; Political science; Field (mathematics); Strategic planning; Local government; Window of opportunity; Environmental impact assessment; Engineering; Management; Economics; Geography; Computer science","score_opus":0.012192913228311671,"score_gpt":0.26580495792125014,"score_spread":0.25361204469293847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055713516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9512349,0.000033192486,0.00004516072,0.001825482,0.0004170254,0.0007810653,0.00004748987,0.000011769298,0.045603964],"genre_scores_gemma":[0.9908016,0.0008446,0.0027205246,0.001667533,0.00031606687,0.00004675397,0.000028374825,0.00005773292,0.0035168626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953886,0.0001967414,0.0012427926,0.0006498713,0.0015387881,0.0009832],"domain_scores_gemma":[0.99793553,0.0000777492,0.00079827517,0.0005197684,0.000002492663,0.0006662004],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006860206,0.00065341406,0.00068761915,0.000341832,0.00035829964,0.00015932415,0.0007497491,0.00019180807,0.0020768798],"category_scores_gemma":[0.000008077125,0.0006102598,0.00020192373,0.00031775734,0.0005312367,0.00079408754,0.00093113334,0.0012979684,0.000023495459],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013584277,0.0029945783,0.94441485,0.00005681911,0.0004135423,0.0012047128,0.0012290938,0.00080629025,0.024916343,0.0080224285,0.002095668,0.01370982],"study_design_scores_gemma":[0.0026119533,0.00039792905,0.9681865,0.000048595994,0.00009618834,0.00023637521,0.0027769653,0.000058844227,0.00012513527,0.0030121985,0.021815388,0.00063390995],"about_ca_topic_score_codex":0.37032554,"about_ca_topic_score_gemma":0.4969433,"teacher_disagreement_score":0.12661777,"about_ca_system_score_codex":0.006932171,"about_ca_system_score_gemma":0.00051579677,"threshold_uncertainty_score":0.99963486},"labels":[],"label_agreement":null},{"id":"W2055970798","doi":"10.1016/j.eiar.2007.12.002","title":"Incorporating cumulative effects into environmental assessments of mariculture: Limitations and failures of current siting methods","year":2008,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mariculture; Cumulative effects; Environmental impact assessment; Environmental science; Aquaculture; Environmental resource management; Marine ecosystem; Environmental planning; Ecosystem; Environmental protection; Fishery; Fish <Actinopterygii>; Ecology","score_opus":0.04548741292382731,"score_gpt":0.4133662394517072,"score_spread":0.3678788265278799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055970798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97958595,0.013445093,0.0029997656,0.000081818565,0.00015167006,0.0018026489,0.000085626765,0.000035193825,0.0018122398],"genre_scores_gemma":[0.9272493,0.02725766,0.044864215,0.00013373811,0.000034970533,0.00010711293,0.00021608164,0.000054971417,0.000081966136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954742,0.0008959876,0.0012569514,0.00069821114,0.0011321533,0.00054247817],"domain_scores_gemma":[0.997289,0.00050831586,0.0013092642,0.00049504056,0.0000048416678,0.00039355148],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088609045,0.0006786406,0.0011451686,0.00009234288,0.0004236207,0.000022145428,0.00039014194,0.00014309691,0.000964956],"category_scores_gemma":[0.00007681859,0.00056977925,0.00042062977,0.00033288784,0.0011724773,0.0009820373,0.000849929,0.0004764794,0.000040764528],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021622627,0.0016758827,0.7136923,0.00084824796,0.0002983436,0.000018228387,0.0014151509,0.00012645777,0.18210614,0.00007336798,0.00036801997,0.099356264],"study_design_scores_gemma":[0.00101356,0.000808505,0.98790294,0.00091948797,0.0003796116,0.000050164443,0.000473361,0.0004847016,0.005838131,0.00045832898,0.00096872885,0.00070248556],"about_ca_topic_score_codex":0.00021983738,"about_ca_topic_score_gemma":0.000007934172,"teacher_disagreement_score":0.27421066,"about_ca_system_score_codex":0.001049709,"about_ca_system_score_gemma":0.000044711865,"threshold_uncertainty_score":0.9999483},"labels":[],"label_agreement":null},{"id":"W2056101750","doi":"10.1177/0270467611421848","title":"Omitted Costs, Inflated Benefits","year":2011,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Renewable energy; Wind power; Government (linguistics); Electricity; Business; Process (computing); Environmental economics; Track (disk drive); Public policy; Energy policy; Economics; Engineering; Computer science; Economic growth","score_opus":0.012790418038699996,"score_gpt":0.23059198378789855,"score_spread":0.21780156574919857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056101750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95413345,0.000050111386,0.0000267767,0.000725719,0.00008811405,0.0001838764,0.000004891763,0.00014143027,0.044645615],"genre_scores_gemma":[0.9890488,0.00011578433,0.009993358,0.00041435455,0.0000069055945,0.000014689292,0.000001127452,0.000011330264,0.0003937007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833095,0.00001405177,0.00026396159,0.00041319482,0.00047347648,0.00050433574],"domain_scores_gemma":[0.9993276,0.000016140484,0.00016989755,0.00034964608,0.000017361228,0.000119342585],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049788546,0.00016085591,0.00019121713,0.000068714086,0.000412754,0.000010331392,0.000914015,0.00021450571,0.00504584],"category_scores_gemma":[0.000053848504,0.00014661407,0.000100806596,0.0013560925,0.008575072,0.00011898171,0.0007629588,0.0002309236,0.0006113736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021441927,0.0007704827,0.70258284,0.000009330872,0.00005139933,0.0000064402548,0.0057286965,0.000031792144,0.23742966,0.004128738,0.016777277,0.032461897],"study_design_scores_gemma":[0.00092425046,0.00041733406,0.7455786,0.00004361539,0.00004098001,0.000017515498,0.009620483,0.00008812312,0.22115035,0.0024190168,0.019094955,0.0006048032],"about_ca_topic_score_codex":0.00047382232,"about_ca_topic_score_gemma":0.0000096624435,"teacher_disagreement_score":0.04425191,"about_ca_system_score_codex":0.00038831634,"about_ca_system_score_gemma":0.000025789806,"threshold_uncertainty_score":0.9958637},"labels":[],"label_agreement":null},{"id":"W2056207250","doi":"10.4000/vertigo.1912","title":"Engagement des communautés face au changement climatique : une expérience de gestion intégrée à Le Goulet et Pointe-du-Chêne au Nouveau-Brunswick","year":2006,"lang":"fr","type":"article","venue":"VertigO","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski; Université de Moncton","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.021172754229230588,"score_gpt":0.2718171979675998,"score_spread":0.2506444437383692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056207250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94889593,0.0004766099,0.02404475,0.014496081,0.00063327124,0.00071328564,0.000049190472,0.00008793097,0.010602929],"genre_scores_gemma":[0.9881047,0.001010243,0.0059097186,0.0015380573,0.00020844967,0.000089177214,0.00007987764,0.00006114934,0.0029986352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958644,0.0009054689,0.00061933644,0.00058355025,0.0006854712,0.0013418037],"domain_scores_gemma":[0.9986743,0.00015593323,0.00024726853,0.00053659274,0.000013298548,0.00037260714],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013879503,0.0005209112,0.00039186326,0.000060467642,0.0011438443,0.00014746447,0.00061126665,0.0002792583,0.0011812783],"category_scores_gemma":[0.00007267366,0.0005610092,0.00018158312,0.00040882255,0.0011903909,0.0010163095,0.00086138805,0.0006430157,0.0009662202],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007664938,0.0032959618,0.8451515,0.00020569087,0.000086569344,0.00007856021,0.06910418,0.011580914,0.0381828,0.008592053,0.007910246,0.015734904],"study_design_scores_gemma":[0.0011567851,0.00044463912,0.9505969,0.0003163306,0.00007181686,0.0000204244,0.006637189,0.0029671849,0.009314002,0.0033106178,0.024518583,0.0006454985],"about_ca_topic_score_codex":0.24416849,"about_ca_topic_score_gemma":0.06407596,"teacher_disagreement_score":0.18009253,"about_ca_system_score_codex":0.00647719,"about_ca_system_score_gemma":0.00027726922,"threshold_uncertainty_score":0.99981165},"labels":[],"label_agreement":null},{"id":"W2057093129","doi":"10.1016/j.eiar.2008.05.004","title":"Promise and dismay: The state of strategic environmental assessment systems and practices in Canada","year":2008,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":154,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Foreign Affairs and International Trade Canada","keywords":"Strategic environmental assessment; Variety (cybernetics); Directive; Environmental planning; Environmental resource management; Set (abstract data type); Process (computing); Maturity (psychological); Environmental impact assessment; Management science; Political science; Computer science; Geography; Environmental science; Engineering; Law","score_opus":0.0355920713806966,"score_gpt":0.3298707094809276,"score_spread":0.294278638100231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057093129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98097974,0.015060201,0.000007705182,0.00030622026,0.000088897104,0.0017804349,0.00015045465,0.00001034837,0.0016159995],"genre_scores_gemma":[0.90368783,0.09542688,0.00016296648,0.00028438185,0.0000192131,0.00013833046,0.000058707643,0.000039352482,0.00018233414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960691,0.0005539496,0.0009166618,0.0006504544,0.0011588284,0.00065100874],"domain_scores_gemma":[0.9978613,0.00020811857,0.0010358811,0.0005187978,0.0000013195005,0.00037455998],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00079197437,0.00056126673,0.00080192724,0.000039965675,0.0003136652,0.000049546532,0.0003692944,0.000063246014,0.0009677312],"category_scores_gemma":[0.0000101983915,0.00039372916,0.00011265188,0.00017565324,0.00077346317,0.0007221363,0.00056967017,0.00050741254,0.00001686427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014334446,0.0003948846,0.9902617,0.00019996118,0.000085710555,0.00007616656,0.0002635906,0.00031545962,0.0038419915,0.000011815766,0.00021287052,0.004321534],"study_design_scores_gemma":[0.0007045402,0.00024732357,0.99552757,0.00026631885,0.000096310345,0.00018046178,0.00087546377,0.0009466896,0.00005793286,0.00005660148,0.000603683,0.0004371052],"about_ca_topic_score_codex":0.25916007,"about_ca_topic_score_gemma":0.029433113,"teacher_disagreement_score":0.22972696,"about_ca_system_score_codex":0.0029292158,"about_ca_system_score_gemma":0.00025334203,"threshold_uncertainty_score":0.9999455},"labels":[],"label_agreement":null},{"id":"W2058188747","doi":"10.1111/j.1754-7121.2001.tb01572.x","title":"Coerciveness and the selection of environmental policy instruments","year":2001,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Greenhouse gas; Welfare economics; Environmental policy; Humanities; Public economics; Economics; Economy; Natural resource economics; Philosophy; Ecology","score_opus":0.009523767135391234,"score_gpt":0.2421651707228192,"score_spread":0.23264140358742796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058188747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98595494,0.0000075989474,0.000032626675,0.005708451,0.00003949506,0.00021574207,0.000023773773,0.00000650405,0.008010866],"genre_scores_gemma":[0.9987733,0.000060262155,0.000042194497,0.0004075039,0.000041404735,0.000015976044,0.000026945117,0.0000073513565,0.00062510313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921966,0.000068064015,0.0001562623,0.00014339187,0.00018878932,0.00022381183],"domain_scores_gemma":[0.9995595,0.000015379268,0.00007687813,0.000093541516,0.0000016959951,0.00025295673],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016660283,0.00009212336,0.00009273614,0.000047806745,0.00026027396,0.000045234734,0.00010661832,0.000060248156,0.0014530782],"category_scores_gemma":[0.000022948661,0.00007599188,0.000027918493,0.00017898456,0.0004668877,0.00033892583,0.000035283792,0.000068635236,0.000034932276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043180335,0.00007500042,0.9347236,0.000002645036,0.000021888203,0.000002985866,0.00019924913,0.000001776971,0.0016267181,0.009335881,0.00019574263,0.05377134],"study_design_scores_gemma":[0.00094075454,0.000112829985,0.96846336,0.0000029908335,0.000014213222,0.000050981755,0.00049435755,0.0003012103,0.00042627787,0.0010090662,0.028038954,0.00014497705],"about_ca_topic_score_codex":0.0086299535,"about_ca_topic_score_gemma":0.08653098,"teacher_disagreement_score":0.07790103,"about_ca_system_score_codex":0.0004999566,"about_ca_system_score_gemma":0.000119521064,"threshold_uncertainty_score":0.99945974},"labels":[],"label_agreement":null},{"id":"W2059578613","doi":"10.1897/ieam_2009-016.1","title":"A risk-ranking methodology for prioritizing historic, potentially contaminated mine sites in British Columbia","year":2009,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministry of Agriculture; Government of British Columbia; SNC-Lavalin (Canada)","funders":"","keywords":"Ranking (information retrieval); Christian ministry; Human health; Environmental planning; Environmental resource management; Geography; Risk analysis (engineering); Environmental science; Computer science; Business; Environmental health","score_opus":0.016486729047477843,"score_gpt":0.2768632252672577,"score_spread":0.2603764962197799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059578613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897307,0.00016843557,0.0054055876,0.00017637968,0.0001916559,0.0015992393,0.00009187429,0.000072548246,0.0025635494],"genre_scores_gemma":[0.9561284,0.0014902438,0.038786538,0.00047722174,0.00003491103,0.00017408906,0.00026986434,0.00003621844,0.0026025146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99725664,0.0002493497,0.00057865516,0.00080069125,0.00042652205,0.00068816997],"domain_scores_gemma":[0.9992478,0.00008648654,0.00024887634,0.00023304111,0.0000030620022,0.00018075654],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00076525775,0.00032653878,0.00047753408,0.00007673477,0.00040396754,0.0002568249,0.00027808305,0.00016588964,0.0006879548],"category_scores_gemma":[0.000013895836,0.0004548886,0.00013415594,0.00021489718,0.00019726736,0.0004188607,0.00025779137,0.00030880523,0.000021352591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055826968,0.001026035,0.68802583,0.000028093504,0.0001302684,0.0001680134,0.00031554897,0.00009865218,0.022988103,0.000060551127,0.0021012833,0.2850018],"study_design_scores_gemma":[0.0023565313,0.0005272658,0.98478734,0.00005670954,0.000150262,0.000017161856,0.0018050452,0.0007020356,0.000080643455,0.0017064391,0.007276957,0.0005336051],"about_ca_topic_score_codex":0.0075800964,"about_ca_topic_score_gemma":0.017824229,"teacher_disagreement_score":0.2967615,"about_ca_system_score_codex":0.0017053528,"about_ca_system_score_gemma":0.000007675022,"threshold_uncertainty_score":0.9997903},"labels":[],"label_agreement":null},{"id":"W2060844082","doi":"10.3152/147154606781765174","title":"Native involvement in strategic assessment of natural resource development: the example of the Crees living in the Canadian taiga","year":2006,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Taiga; Natural resource; Context (archaeology); Hydroelectricity; Environmental resource management; Resource (disambiguation); Strategic environmental assessment; Natural (archaeology); Environmental planning; Process (computing); Bay; Adaptation (eye); Boreal; Government (linguistics); Geography; Ecology; Environmental impact assessment; Environmental science; Forestry; Computer science; Archaeology; Biology","score_opus":0.03218692142693851,"score_gpt":0.3486606068289205,"score_spread":0.316473685401982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060844082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97443134,0.000057469217,0.0000067772116,0.00030989735,0.00008394115,0.00089963555,0.000014988514,0.0000054398406,0.024190493],"genre_scores_gemma":[0.99929845,0.000009999002,0.00033795083,0.00011813992,0.00003077201,0.00008000225,0.000020306572,0.000014879605,0.00008947054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99722797,0.00058512535,0.00053212175,0.00028800667,0.00084314024,0.00052363554],"domain_scores_gemma":[0.99879414,0.0005429145,0.00029328483,0.00030266802,0.000009132242,0.000057855686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017734357,0.00027450177,0.00028365094,0.00011036791,0.00036429008,0.00010564419,0.00059978315,0.00008962236,0.000118483265],"category_scores_gemma":[0.000023161281,0.00014199816,0.000093461254,0.0005855046,0.00047378396,0.00026052532,0.00027050692,0.00048357257,9.1596e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008232912,0.00025111786,0.98823935,0.000014612399,0.00002700365,0.000002933856,0.008160283,0.00038320463,0.0009291991,0.0011394724,0.0001988323,0.00064573647],"study_design_scores_gemma":[0.00040027656,0.00010966406,0.9902538,0.000062870364,0.000015079316,0.0000031540899,0.0071015325,0.00065833144,0.00018237211,0.00033202043,0.0007034437,0.00017745138],"about_ca_topic_score_codex":0.4221823,"about_ca_topic_score_gemma":0.57952905,"teacher_disagreement_score":0.15734679,"about_ca_system_score_codex":0.0008864674,"about_ca_system_score_gemma":0.0005371879,"threshold_uncertainty_score":0.58166546},"labels":[],"label_agreement":null},{"id":"W2061555217","doi":"10.2495/sdp-v9-n2-251-262","title":"Impact assessment of biogas projects in latvia","year":2014,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Social Fund; Rīgas Tehniskā Universitāte","keywords":"Biogas; Renewable energy; Directive; Business; Cogeneration; Waste management; Environmental impact assessment; Environmental science; Environmental planning; Engineering; Environmental economics; Electricity generation; Economics; Computer science","score_opus":0.013095359205712833,"score_gpt":0.31187058485467656,"score_spread":0.29877522564896375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061555217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99338007,0.00002282187,0.0005423391,0.000057252833,0.00010025668,0.000065493245,5.38574e-7,0.0000021925146,0.005829038],"genre_scores_gemma":[0.99596596,0.000012927414,0.0037003774,0.000039445385,0.000039245428,0.0000016285522,0.0000033960264,0.00000527507,0.00023172027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989209,0.000039663028,0.00034512725,0.00008493992,0.00042987356,0.0001794608],"domain_scores_gemma":[0.9995488,0.00005280384,0.00026405716,0.00003369318,0.000033525783,0.00006710828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006203426,0.000091819995,0.00015654424,0.00015963525,0.000041585154,0.00003317889,0.00017568287,0.000037109647,0.00013568292],"category_scores_gemma":[0.00005087992,0.000074575284,0.00003540472,0.00010476761,0.00004889814,0.00037108077,0.00013533575,0.00012141001,0.0000016809763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033725213,0.00009161936,0.98977685,0.0000058755986,0.000046172394,0.00015323557,0.0039014,0.0012159947,0.0005397904,0.00026591885,0.00010191417,0.0038675335],"study_design_scores_gemma":[0.00058052107,0.00009777738,0.9915219,0.000055982913,0.000004286069,0.000017993514,0.0047804303,0.00018953401,0.00042215062,0.0003520888,0.0018926683,0.0000846808],"about_ca_topic_score_codex":0.00011884515,"about_ca_topic_score_gemma":0.000004575156,"teacher_disagreement_score":0.0055973176,"about_ca_system_score_codex":0.00043814158,"about_ca_system_score_gemma":0.000065471584,"threshold_uncertainty_score":0.3041092},"labels":[],"label_agreement":null},{"id":"W2062597171","doi":"10.4296/cwrj2503293","title":"A Multiple Case Study of Community-Based Water Management Initiatives in New Brunswick","year":2000,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Integrated water resources management; Environmental resource management; Sustainable development; Resource (disambiguation); Domain (mathematical analysis); Resource management (computing); Business; Process management; Water resources; Environmental planning; Computer science; Political science; Geography; Economics; Ecology","score_opus":0.022506604231982523,"score_gpt":0.24210475001059206,"score_spread":0.21959814577860953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062597171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928383,0.000044423276,0.0000029088665,0.00019915093,0.00005018415,0.0005177143,0.000013172001,0.000019694242,0.0063144243],"genre_scores_gemma":[0.99768424,0.000051392726,0.00015565411,0.00045908787,0.00006904808,0.000012456638,0.000019749845,0.00005568446,0.0014926799],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99665403,0.00087507145,0.0007011554,0.00030431408,0.00022929627,0.001236154],"domain_scores_gemma":[0.99796396,0.000063259904,0.000118812815,0.0004470459,0.000014510926,0.0013923771],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00079624634,0.0003790389,0.00046482243,0.00042130583,0.0010090255,0.00015518852,0.00068387284,0.00012764131,0.0022264288],"category_scores_gemma":[0.000014029112,0.00028771613,0.0001287758,0.00027024117,0.0004550632,0.0004824162,0.000106351035,0.00071597,0.00006390667],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007032217,0.0003270576,0.23581421,0.000049945204,0.000089397414,0.00870796,0.73858774,0.007528818,0.00028701505,1.817064e-7,0.000012156848,0.008525213],"study_design_scores_gemma":[0.0092180325,0.0036975383,0.29011023,0.0007039055,0.00030617375,0.0067569343,0.2170569,0.0009972932,0.0073833303,0.0011895336,0.46012083,0.002459294],"about_ca_topic_score_codex":0.8944811,"about_ca_topic_score_gemma":0.98608845,"teacher_disagreement_score":0.5215308,"about_ca_system_score_codex":0.0019316871,"about_ca_system_score_gemma":0.000009279297,"threshold_uncertainty_score":0.9999575},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.01849029917758263,"score_gpt":0.3019613156882927,"score_spread":0.28347101651071005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062912488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989673,0.00005622842,0.0014366566,0.004085162,0.000071843395,0.00091794005,0.000043752676,0.000007235724,0.003708133],"genre_scores_gemma":[0.9766065,0.00028542514,0.020947088,0.0015348936,0.000091184535,0.000058323632,0.0000049156415,0.000019966605,0.0004516918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834424,0.000063806205,0.00054655614,0.00028286432,0.00039444224,0.00036808246],"domain_scores_gemma":[0.99936014,0.00009217366,0.00023192498,0.000124048,0.0000018372268,0.00018985623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004455484,0.00022843314,0.00028347608,0.00017366574,0.00021429342,0.00008360122,0.000114241055,0.000061801424,0.00012981828],"category_scores_gemma":[0.000010475914,0.00021544691,0.000073290605,0.00010810464,0.00018720645,0.0005282119,0.00036372506,0.00014460136,0.0000029409757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031634426,0.0051233345,0.7238918,0.00040442334,0.0003971119,0.00017699091,0.0031295782,0.018816018,0.14708063,0.06416149,0.010718638,0.025783664],"study_design_scores_gemma":[0.0015057195,0.000623999,0.9729686,0.000047814832,0.000060650083,0.000043213695,0.0003470904,0.00018811283,0.00030899953,0.013437612,0.010207038,0.00026116808],"about_ca_topic_score_codex":0.00030548347,"about_ca_topic_score_gemma":0.00011581232,"teacher_disagreement_score":0.2490768,"about_ca_system_score_codex":0.00076373864,"about_ca_system_score_gemma":0.00000841516,"threshold_uncertainty_score":0.87856704},"labels":[],"label_agreement":null},{"id":"W2063102212","doi":"10.1016/j.eiar.2004.06.012","title":"Collaborative environmental assessment in the Northwest Territories, Canada","year":2004,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"Australian Government","keywords":"Politics; Political science; Process (computing); Environmental planning; Intervention (counseling); Environmental impact assessment; Environmental resource management; Business; Geography; Psychology; Economics; Computer science","score_opus":0.006129383458699163,"score_gpt":0.29165756154242267,"score_spread":0.2855281780837235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063102212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9758548,0.004791363,0.00007409023,0.0038174887,0.00046927205,0.003532299,0.0010526816,0.00004973685,0.010358238],"genre_scores_gemma":[0.9788107,0.013580706,0.0007497115,0.0049551525,0.000119260156,0.0004089366,0.0011773207,0.00006998209,0.00012819582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939851,0.00059605454,0.0010493114,0.00089747994,0.0023088343,0.0011631786],"domain_scores_gemma":[0.9980001,0.00013520184,0.00046213192,0.0009558062,0.0000020216592,0.00044477076],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009778682,0.0008900747,0.0008376987,0.000052804484,0.00054866914,0.00013104542,0.0011386984,0.00014580684,0.0064393044],"category_scores_gemma":[0.000011995996,0.00064402627,0.00030814778,0.00056488055,0.0005413025,0.0009429095,0.0005082738,0.0009861242,0.0002041683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013337181,0.0017920868,0.9871327,0.000072758936,0.00010549961,0.000276028,0.00062865025,0.0010423679,0.0015242533,0.00009908873,0.0028172738,0.0044959467],"study_design_scores_gemma":[0.0012827633,0.00034745413,0.9661442,0.00026267674,0.00011346146,0.00007064739,0.0013366916,0.000014708659,0.0000938194,0.00014888124,0.029421704,0.0007630098],"about_ca_topic_score_codex":0.32761857,"about_ca_topic_score_gemma":0.32004517,"teacher_disagreement_score":0.026604429,"about_ca_system_score_codex":0.012600636,"about_ca_system_score_gemma":0.0004880835,"threshold_uncertainty_score":0.9996011},"labels":[],"label_agreement":null},{"id":"W2063675887","doi":"10.1016/j.jclepro.2005.07.011","title":"Effective pollution prevention in healthcare environments","year":2005,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cochrane","funders":"","keywords":"Dispose pattern; Pollution prevention; Procurement; Housekeeping; Business; Health care; Product (mathematics); Process (computing); Pollution; Operations management; Environmental planning; Risk analysis (engineering); Environmental economics; Waste management; Engineering; Computer science; Environmental science; Marketing; Economics","score_opus":0.009339894288081917,"score_gpt":0.2873513216507566,"score_spread":0.2780114273626747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063675887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944607,0.000069870206,0.00020844708,0.004132404,0.00031970112,0.0002577914,5.611778e-7,0.000004598185,0.00054592465],"genre_scores_gemma":[0.997614,0.00012719708,0.00063954585,0.0001693279,0.00041354692,0.0000052788546,0.0000016856508,0.000010272193,0.0010191473],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987377,0.0001689746,0.0003598115,0.000154401,0.0004005273,0.00017856307],"domain_scores_gemma":[0.99950427,0.0000072401162,0.00031090656,0.00009541685,0.000003380126,0.00007879358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058603444,0.00009947757,0.00014609753,0.00006626196,0.00006892479,0.000010872374,0.00008718387,0.00006334932,0.00020750913],"category_scores_gemma":[0.000034709323,0.00008901994,0.00007094005,0.000117760566,0.000070967246,0.0008772505,0.000040513347,0.00022851488,0.00010981328],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024151345,0.0011358436,0.32883847,0.00001287994,0.000032089316,0.000007692253,0.0014691915,0.039321285,0.07588968,0.000019475532,0.0017957288,0.55123615],"study_design_scores_gemma":[0.00066069816,0.00039725896,0.9655603,0.00003559385,0.000018117264,0.000058666294,0.00022258636,0.000053742773,0.017913802,0.0008619739,0.014092105,0.00012515672],"about_ca_topic_score_codex":0.000072202565,"about_ca_topic_score_gemma":0.0001199392,"teacher_disagreement_score":0.63672185,"about_ca_system_score_codex":0.0011155037,"about_ca_system_score_gemma":0.0000072636276,"threshold_uncertainty_score":0.36301276},"labels":[],"label_agreement":null},{"id":"W2064640729","doi":"10.3390/su6010449","title":"Moving Sustainability Forward: Contributions and Outcomes of the 3rd World Sustainability Forum","year":2014,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Sustainability; Multidisciplinary approach; Sustainability science; Political science; Sustainability organizations; Engineering ethics; Library science; Engineering; Computer science; Law","score_opus":0.0033424811669385394,"score_gpt":0.2702776592383875,"score_spread":0.26693517807144895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064640729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97997266,0.00001882866,0.0013483489,0.014974718,0.00012223725,0.0017814233,0.000036311925,0.000056032262,0.0016894371],"genre_scores_gemma":[0.99752396,0.0000022864392,0.000090623034,0.00031754313,0.000020868083,0.00009771893,0.0000044742196,0.00001907151,0.001923429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648935,0.00074926805,0.00061814906,0.00064540695,0.00059482997,0.00090300053],"domain_scores_gemma":[0.997551,0.00055413734,0.00026726635,0.0010934651,0.00025052796,0.00028358214],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021261547,0.00033963242,0.00053118565,0.00004737524,0.0007504379,0.000052829262,0.0005137687,0.00014783972,0.00026258847],"category_scores_gemma":[0.007490252,0.0002457748,0.00029914748,0.0005699599,0.0022876593,0.00048730127,0.0014467603,0.0003776606,0.0000037168084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029988165,0.00033867004,0.9828768,0.00012511706,0.000021182175,7.3704604e-7,0.00052176707,0.00024709824,0.000035571673,0.007497115,0.00020615946,0.008099797],"study_design_scores_gemma":[0.00041891684,0.00006993404,0.7491807,0.0000032184537,0.000036010446,7.4247276e-7,0.0035036535,0.00019719606,0.00022678066,0.24300496,0.003160089,0.00019780631],"about_ca_topic_score_codex":0.0035502352,"about_ca_topic_score_gemma":0.0014852013,"teacher_disagreement_score":0.23550786,"about_ca_system_score_codex":0.0063487072,"about_ca_system_score_gemma":0.0002446856,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W2065682052","doi":"10.1109/sebw.2012.6292287","title":"Communicating the benefits of environmental information: Whose job is it?","year":2012,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Value (mathematics); Value proposition; Information security; Value of information; Business; Information transfer; Proposition; Environmental economics; Computer science; Computer security; Marketing; Telecommunications; Economics","score_opus":0.021905734327801824,"score_gpt":0.26759992633625973,"score_spread":0.2456941920084579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065682052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8760797,0.00007974365,0.000026212074,0.0009214569,0.000058973244,0.00015121361,0.000025439364,0.000009851105,0.122647405],"genre_scores_gemma":[0.9953846,0.00013394609,0.00066380284,0.0028761858,0.000026101374,0.000009744538,0.0000085405245,0.000006077331,0.00089102995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990132,0.0000487206,0.00025592328,0.000060165974,0.00035899229,0.00026300875],"domain_scores_gemma":[0.99937594,0.00005296492,0.00012591282,0.0003462528,7.664861e-7,0.000098161974],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027683636,0.00011006398,0.00010011155,0.000009642471,0.0002414226,0.00001846821,0.00036212674,0.00004833266,0.011198433],"category_scores_gemma":[0.000007505991,0.000074649055,0.00006014493,0.00007608254,0.0002872213,0.0011810957,0.00054079876,0.00011297999,0.0015573992],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050392246,0.00018483987,0.9444078,0.0000035938865,0.00002179121,3.5544684e-8,0.01647005,0.000059843038,0.0019682227,0.00036371165,0.0069526443,0.029562404],"study_design_scores_gemma":[0.00017618886,0.000029679857,0.96529824,0.000005252,0.000013741995,0.000002816788,0.0049843336,0.000052951407,0.0028540995,0.00004027111,0.026416529,0.00012592858],"about_ca_topic_score_codex":0.00023693925,"about_ca_topic_score_gemma":0.0000131436445,"teacher_disagreement_score":0.121756375,"about_ca_system_score_codex":0.0001185637,"about_ca_system_score_gemma":0.0000018858987,"threshold_uncertainty_score":0.99922},"labels":[],"label_agreement":null},{"id":"W2065785391","doi":"10.3152/146155107x190622","title":"Environmental assessment after the 2004 tsunami: a case study, lessons and prospects","year":2007,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Island University; The King's University","funders":"","keywords":"Environmental planning; Business; Resource (disambiguation); Environmental impact assessment; Environmental resource management; Local community; Impact assessment; Political science; Geography; Economics; Computer science; Public administration","score_opus":0.019689260223348194,"score_gpt":0.3990592043688683,"score_spread":0.3793699441455201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065785391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926425,0.00015427773,0.00033866483,0.0003159378,0.0002070864,0.0019182189,0.000049674563,0.00006473239,0.0043089013],"genre_scores_gemma":[0.9982135,0.00007363213,0.00089891953,0.00018740301,0.00014451992,0.00019347844,0.000014580476,0.000056004246,0.00021793263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967567,0.00023005354,0.00048963143,0.00073584623,0.00086281466,0.0009249611],"domain_scores_gemma":[0.9986086,0.00035394498,0.00020802948,0.0004535152,0.0000040509276,0.00037188406],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015863746,0.00057689927,0.00041016872,0.00008946351,0.0008122086,0.00033491777,0.0002372391,0.00014999771,0.00070146803],"category_scores_gemma":[0.00001425839,0.00038647486,0.00013358185,0.00028399559,0.00069127104,0.00070505525,0.0007051395,0.0005911005,0.000022930837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108802255,0.001058087,0.97187763,0.000009028904,0.0001403771,0.0013194011,0.005200165,0.000008043666,0.0014931881,0.000035351324,0.0003128797,0.018437019],"study_design_scores_gemma":[0.0015678802,0.001118681,0.9759235,0.000010658411,0.00014248969,0.0015510876,0.018065125,0.00022578276,0.0000453716,0.00010560495,0.0007182761,0.0005255786],"about_ca_topic_score_codex":0.0026242014,"about_ca_topic_score_gemma":0.00112544,"teacher_disagreement_score":0.01791144,"about_ca_system_score_codex":0.00069072173,"about_ca_system_score_gemma":0.00007377514,"threshold_uncertainty_score":0.99985874},"labels":[],"label_agreement":null},{"id":"W2066394042","doi":"10.1007/s00267-007-9017-y","title":"Strategic Environmental Assessment of Greenhouse Gas Mitigation Options in the Canadian Agricultural Sector","year":2007,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"BIOCAP Canada; Ministry of Agriculture - Saskatchewan","keywords":"Greenhouse gas; Agriculture; Environmental resource management; Stakeholder; Business; Environmental planning; Environmental impact assessment; Impact assessment; Accountability; Environmental economics; Stakeholder engagement; Environmental science; Economics; Political science","score_opus":0.011762954785467935,"score_gpt":0.24269690148335216,"score_spread":0.23093394669788422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066394042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93929017,0.000033370347,0.000055525477,0.00023417454,0.00012339806,0.00096774264,0.000061126244,0.000017377779,0.059217103],"genre_scores_gemma":[0.9972261,0.00014624598,0.0013076653,0.00033872863,0.00004923184,0.000067215355,0.0001951284,0.000027628199,0.00064203975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970104,0.00015639156,0.0005639357,0.0004822467,0.0010548536,0.0007321807],"domain_scores_gemma":[0.9990791,0.000046386856,0.00019183429,0.00042250697,6.1084296e-7,0.00025953053],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008720132,0.00034410955,0.00022952638,0.00012888166,0.00040015668,0.000056774385,0.00055314804,0.00012347476,0.0027254254],"category_scores_gemma":[0.0000014667897,0.0002734429,0.00014323607,0.00027121566,0.00047203474,0.00035594378,0.0002449151,0.0003156021,0.00031926265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003060542,0.0027724626,0.94001234,0.00003348435,0.00015528883,0.00025844717,0.0027910448,0.0030018387,0.03658051,0.0046712984,0.00061634794,0.009076309],"study_design_scores_gemma":[0.0006407321,0.00016230298,0.98861295,0.0000126005125,0.000047400605,0.000012210498,0.007813771,0.00012718911,0.0003105198,0.0006602886,0.0012855334,0.0003145111],"about_ca_topic_score_codex":0.010261256,"about_ca_topic_score_gemma":0.058425862,"teacher_disagreement_score":0.058575064,"about_ca_system_score_codex":0.002608498,"about_ca_system_score_gemma":0.000009532525,"threshold_uncertainty_score":0.99997175},"labels":[],"label_agreement":null},{"id":"W2067515718","doi":"10.3152/146155111x12913679730395","title":"Improving First Nations' participation in environmental assessment processes: recommendations from the field","year":2011,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Field (mathematics); Environmental planning; Environmental impact assessment; Environmental resource management; Political science; Environmental science; Law","score_opus":0.031090405685843727,"score_gpt":0.3849521158454888,"score_spread":0.35386171015964507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067515718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98253995,0.000046738285,0.0014325094,0.00094013265,0.00024001462,0.000910893,0.00009396963,0.000050567298,0.013745224],"genre_scores_gemma":[0.99449676,0.0002467515,0.0043127066,0.0003137329,0.00008223133,0.0003035154,0.00016133158,0.000027745129,0.000055229153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798787,0.00020033788,0.00043962523,0.00045387447,0.00043727504,0.00048101405],"domain_scores_gemma":[0.99804354,0.001306198,0.00022718609,0.0002876325,0.0000045776846,0.00013086505],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046006902,0.0003140081,0.00023447892,0.00007839356,0.00063329824,0.00014208641,0.00030035822,0.00012384115,0.0030403836],"category_scores_gemma":[0.0001546091,0.00023142152,0.00007810596,0.0004143129,0.00017997039,0.0010051242,0.00032380645,0.00036041255,0.00003602244],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033786204,0.0005974536,0.9814947,0.000009898723,0.00004138196,0.0000041074154,0.005241913,0.00001651277,0.00051360374,0.00007892978,0.0009499719,0.011017723],"study_design_scores_gemma":[0.0008219639,0.00034449637,0.99245995,0.00003325911,0.000051210787,0.000002424635,0.0026133137,0.0012500454,0.00025599918,0.00026604004,0.0015705596,0.00033071855],"about_ca_topic_score_codex":0.009601475,"about_ca_topic_score_gemma":0.00786906,"teacher_disagreement_score":0.013689995,"about_ca_system_score_codex":0.000508673,"about_ca_system_score_gemma":0.00011047371,"threshold_uncertainty_score":0.997871},"labels":[],"label_agreement":null},{"id":"W2067566049","doi":"10.1177/102538230100800106","title":"Promoting human impact assessment within the environmental impact assessment process: Canada's work in progress","year":2001,"lang":"en","type":"article","venue":"Promotion & Education","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Health Canada","funders":"","keywords":"Environmental impact assessment; Work (physics); Process (computing); Impact assessment; Health impact assessment; Environmental health; Environmental planning; Business; Public health; Medicine; Environmental science; Computer science; Engineering; Political science; Nursing; Biology; Ecology","score_opus":0.01208107334415045,"score_gpt":0.3424601305350627,"score_spread":0.33037905719091226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067566049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99417454,0.00004371697,0.000025785852,0.001799885,0.00027964692,0.0015761466,0.000009387824,0.000041066924,0.0020498184],"genre_scores_gemma":[0.9982334,0.000016267893,0.0002914837,0.00011625168,0.00013853672,0.00042905964,0.00023155847,0.000045538713,0.0004979041],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680275,0.00034983948,0.00059399335,0.0005681138,0.0010525065,0.00063281914],"domain_scores_gemma":[0.9988228,0.000030835283,0.000461705,0.00040084776,0.000009230134,0.000274563],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009036127,0.0004040194,0.00026867716,0.00006750053,0.0006829691,0.00016935708,0.00043306767,0.00010934906,0.0026457338],"category_scores_gemma":[0.000013694426,0.00029466403,0.00011479495,0.0005802774,0.00023046925,0.0007803146,0.000121081124,0.0005012484,0.000039692295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001185725,0.0018464642,0.9824729,0.000010477649,0.000028472377,0.0000048819575,0.003382032,0.00053929223,0.0014129741,0.00001585567,0.00037330727,0.009901499],"study_design_scores_gemma":[0.00036604883,0.00024491808,0.9958912,0.00006952331,0.000027262395,0.000020036783,0.0013558164,0.0007042465,0.00023094373,0.0005406756,0.00020774335,0.0003415531],"about_ca_topic_score_codex":0.07502492,"about_ca_topic_score_gemma":0.059571438,"teacher_disagreement_score":0.015453477,"about_ca_system_score_codex":0.007014868,"about_ca_system_score_gemma":0.00080757897,"threshold_uncertainty_score":0.9999505},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.005910982313127601,"score_gpt":0.2530996601293404,"score_spread":0.2471886778162128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067983421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96688336,0.000078214274,0.000031556243,0.00075163366,0.00007431036,0.00017894738,0.0000040934974,0.0000025728953,0.031995334],"genre_scores_gemma":[0.98916507,0.0027613272,0.0017566856,0.0006984761,0.000047213704,0.000014137291,0.0000059135687,0.000018789728,0.0055323904],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977009,0.00010024535,0.0007194834,0.00025022187,0.00084065704,0.00038843325],"domain_scores_gemma":[0.9991907,0.00010520614,0.00034951957,0.00015008094,0.0000015549219,0.0002029414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026121066,0.0002673917,0.00037376294,0.0001246807,0.00011839701,0.0000192552,0.00025100363,0.0000531106,0.0008484132],"category_scores_gemma":[0.000004541771,0.00024339612,0.000078455305,0.00017330996,0.00018674257,0.00036664275,0.00023034558,0.00019120131,0.000009934932],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029358035,0.0027684371,0.25255227,0.0004591304,0.00072538084,0.0005140167,0.0038772656,0.0065011205,0.0035765541,0.0014404951,0.002045839,0.7252459],"study_design_scores_gemma":[0.0019699903,0.0001921784,0.94890153,0.00017463633,0.000060689068,0.000022401404,0.00048368715,0.000108492524,0.00060333166,0.0005458863,0.046626333,0.00031085376],"about_ca_topic_score_codex":0.056723677,"about_ca_topic_score_gemma":0.027277952,"teacher_disagreement_score":0.72493505,"about_ca_system_score_codex":0.0017299423,"about_ca_system_score_gemma":0.000061123625,"threshold_uncertainty_score":0.99254054},"labels":[],"label_agreement":null},{"id":"W2068581460","doi":"10.1016/j.eiar.2009.01.004","title":"Multi-jurisdictional environmental impact assessment: Canadian experiences","year":2009,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of Winnipeg","funders":"University of Manitoba","keywords":"Harmonization; Jurisdiction; Standardization; Negotiation; Process (computing); Business; Environmental impact assessment; Public participation; Environmental planning; Process management; Public consultation; Environmental resource management; Environmental economics; Political science; Public relations; Computer science; Law; Economics; Environmental science","score_opus":0.012748115258630904,"score_gpt":0.3446379580462673,"score_spread":0.3318898427876364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068581460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770667,0.0059150904,0.0003462123,0.00096586265,0.00044444486,0.0024583868,0.00046107685,0.0001671501,0.012175058],"genre_scores_gemma":[0.97489595,0.014693458,0.0038381747,0.00394036,0.00018046997,0.0002692789,0.0010242182,0.00010500062,0.0010530812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925552,0.0005252146,0.0012838342,0.001450645,0.0020852946,0.0020998395],"domain_scores_gemma":[0.995957,0.00007844855,0.0005802882,0.0011137066,0.00000338865,0.002267125],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009800921,0.0013927903,0.0012189092,0.00019946785,0.0011385909,0.00024717706,0.0011482292,0.0003405625,0.09082794],"category_scores_gemma":[0.000015980602,0.0011740278,0.0011385721,0.0004734807,0.00072374585,0.0020671415,0.0003912502,0.0009965729,0.0025177242],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029987068,0.0033108592,0.91922295,0.000053878794,0.00035019644,0.00019220107,0.001452625,0.00045756588,0.021323754,0.000020041723,0.016214838,0.0373711],"study_design_scores_gemma":[0.001177856,0.0010435736,0.984445,0.00024009039,0.00020341668,0.00013941841,0.0006260769,0.0007519233,0.00013196992,0.00009099587,0.009787076,0.0013626328],"about_ca_topic_score_codex":0.006096932,"about_ca_topic_score_gemma":0.0006170858,"teacher_disagreement_score":0.08831021,"about_ca_system_score_codex":0.011063932,"about_ca_system_score_gemma":0.00026374272,"threshold_uncertainty_score":0.9998823},"labels":[],"label_agreement":null},{"id":"W2069338364","doi":"10.1016/j.yrtph.2009.09.007","title":"Tools for the prioritization of substances on the Domestic Substances List in Canada on the basis of hazard","year":2009,"lang":"en","type":"article","venue":"Regulatory Toxicology and Pharmacology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Canada","funders":"Health Canada; U.S. Environmental Protection Agency","keywords":"Hazard; Risk analysis (engineering); Risk assessment; Mandate; Prioritization; Hazard analysis; Weighting; Population; Computer science; Consistency (knowledge bases); Work (physics); Environmental planning; Environmental resource management; Operations research; Business; Environmental health; Engineering; Process management; Environmental science; Computer security; Medicine; Political science; Reliability engineering","score_opus":0.021571850906352146,"score_gpt":0.2978851088029932,"score_spread":0.276313257896641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069338364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925382,0.0002619855,0.0000064607275,0.0056886203,0.0002081549,0.00050173386,0.000016707227,0.000002358441,0.000775775],"genre_scores_gemma":[0.99643797,0.00023514137,0.000008610875,0.003179937,0.000027511313,0.00004027174,0.0000016188473,0.0000038164226,0.000065141685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991151,0.00021470788,0.00019996046,0.00013996582,0.000145009,0.00018524833],"domain_scores_gemma":[0.99791276,0.001805546,0.00014087661,0.00010707647,0.000004319573,0.000029434528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003884945,0.00009834839,0.0001631144,0.000012967499,0.0001860719,0.000005058379,0.00020685603,0.000057710193,0.00052998617],"category_scores_gemma":[0.000040901454,0.00005236488,0.00003134096,0.00011535028,0.0005039128,0.00006144835,0.000022225418,0.000120486926,0.0000010333584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017817178,0.0011930781,0.43841118,0.00006796175,0.0002956535,0.000027054994,0.0035827192,0.013048895,0.39455965,0.049394134,0.021523885,0.07611409],"study_design_scores_gemma":[0.0004901754,0.00036487982,0.942192,0.000011053266,0.00003915257,0.0000019258696,0.0006217896,0.00037267723,0.05209501,0.0023326734,0.0013925398,0.00008609643],"about_ca_topic_score_codex":0.0031159362,"about_ca_topic_score_gemma":0.080999844,"teacher_disagreement_score":0.50378084,"about_ca_system_score_codex":0.00020262737,"about_ca_system_score_gemma":0.000057231635,"threshold_uncertainty_score":0.9357695},"labels":[],"label_agreement":null},{"id":"W2070412189","doi":"10.1115/ipc2012-90145","title":"“Show-Stopper” — Effectively Managing Project Social Risks: Improved Approaches to Aboriginal Engagement and Consultation","year":2012,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Safeguarding; Stakeholder; Pipeline transport; Indigenous; Public consultation; Public engagement; Stakeholder engagement; Process (computing); Service (business); Environmental planning; Environmental resource management; Business; Engineering; Public relations; Political science; Computer science; Marketing; Civil engineering; Economics; Geography","score_opus":0.10186826553341218,"score_gpt":0.3384225680948627,"score_spread":0.23655430256145055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070412189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9645029,0.000012665626,0.0018296068,0.00037334245,0.00009541001,0.0007877732,0.000006762847,0.000046564168,0.032344982],"genre_scores_gemma":[0.99435,0.000012655754,0.0043207495,0.0003273243,0.000095159055,0.00011484553,0.000007017559,0.000014849223,0.00075736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884456,0.00013839417,0.00013183644,0.00024641765,0.00023399323,0.00040478076],"domain_scores_gemma":[0.9996828,0.000049812188,0.000051624265,0.00007133631,0.0000017426455,0.0001427183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005081911,0.00016559049,0.00013501766,0.00003165176,0.0003736335,0.000053071668,0.00008543689,0.000052139178,0.00025538818],"category_scores_gemma":[0.000015634636,0.0001431267,0.00003364547,0.00014601457,0.00012535433,0.00047828568,0.00015163311,0.00012205702,0.00014318722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001104792,0.0006533411,0.7839496,0.000042611096,0.00009674361,0.0000019908211,0.03843777,0.000039112092,0.040646058,0.0025977425,0.0014760719,0.13194847],"study_design_scores_gemma":[0.00062197744,0.00012528605,0.98613924,0.000004477911,0.000040161845,0.000002022356,0.005139222,0.0004304433,0.0019167335,0.00014395277,0.0051309406,0.0003055635],"about_ca_topic_score_codex":0.00091960834,"about_ca_topic_score_gemma":0.000044560766,"teacher_disagreement_score":0.2021896,"about_ca_system_score_codex":0.00031218355,"about_ca_system_score_gemma":0.000006178537,"threshold_uncertainty_score":0.58365375},"labels":[],"label_agreement":null},{"id":"W2071334162","doi":"10.1097/00001648-200611001-00416","title":"Protecting Childrenʼs Environmental Health: Are There Any Governance Instruments?","year":2006,"lang":"en","type":"article","venue":"Epidemiology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Legislation; Enforcement; European union; Corporate governance; Business; Law enforcement; Environmental health; Political science; Geography; Environmental planning; Medicine; Law; Finance","score_opus":0.021064051048575366,"score_gpt":0.2853906034174426,"score_spread":0.26432655236886726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071334162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98761386,0.00041632965,0.00023295952,0.0040035434,0.00020089412,0.0004961113,0.00006645241,0.0000669727,0.0069028856],"genre_scores_gemma":[0.99336714,0.00015393655,0.0018111459,0.0030284969,0.00020953298,0.000054291086,0.000045017045,0.000029606437,0.0013008631],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972711,0.0006358665,0.00055899064,0.00053738116,0.00019293364,0.0008037255],"domain_scores_gemma":[0.998779,0.00016217554,0.00059428345,0.00029482078,5.9599205e-7,0.00016910733],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009509654,0.00027110815,0.00045405913,0.000013317873,0.00048143856,0.0000098835135,0.00028456093,0.00015099633,0.003034011],"category_scores_gemma":[0.000109059634,0.00024536758,0.00012020155,0.00009356887,0.00037957262,0.00023875527,0.00029966072,0.00039547635,0.000850564],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009345508,0.00017684541,0.98621505,0.0000045006773,0.0000128413385,0.0000035793119,0.000065287204,0.00022693374,0.00092607125,0.00016172178,0.0038062674,0.00839153],"study_design_scores_gemma":[0.00036328414,0.00011708286,0.984772,0.00001729991,0.0000046456335,0.000016252574,0.00011931379,0.00019295615,0.00016059016,0.0031436842,0.010857808,0.00023507864],"about_ca_topic_score_codex":0.0037467596,"about_ca_topic_score_gemma":0.00044134085,"teacher_disagreement_score":0.008156451,"about_ca_system_score_codex":0.0008500578,"about_ca_system_score_gemma":0.000008244143,"threshold_uncertainty_score":0.9999999},"labels":[],"label_agreement":null},{"id":"W2071450019","doi":"10.1007/s10098-014-0841-5","title":"‘Socializing’ sustainability: a critical review on current development status of social life cycle impact assessment method","year":2014,"lang":"en","type":"review","venue":"Clean Technologies and Environmental Policy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":155,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Risk analysis (engineering); Sustainability; Sustainable development; Computer science; Environmental economics; Engineering; Business; Political science; Economics","score_opus":0.04208247446427419,"score_gpt":0.44006597488331867,"score_spread":0.39798350041904446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071450019","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017412828,0.993644,0.00024565856,0.00042478126,0.00012222548,0.0019597658,0.0003611308,0.00023547253,0.0012656939],"genre_scores_gemma":[0.0104330685,0.98770374,0.0009288433,0.00020972623,0.000099157354,0.0002550803,0.00021278764,0.000105754465,0.000051856186],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99500924,0.0004723083,0.0012921895,0.0010235482,0.0008538434,0.0013488629],"domain_scores_gemma":[0.99790144,0.00028936527,0.0007529721,0.00064123864,0.0000047221024,0.00041025996],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00068368466,0.001008992,0.0025660163,0.00021418785,0.00053482904,0.000055907294,0.00068716565,0.00058952015,0.00052660704],"category_scores_gemma":[0.0005118882,0.0008068906,0.0007461325,0.00043298982,0.001748102,0.00018412356,0.0019586624,0.0009906158,0.000104777064],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000777596,0.0005037645,0.00021192111,0.008385397,0.00010031193,0.000003359258,0.00016309258,0.000003192828,0.0000018765825,0.00046062924,0.00097440777,0.98918426],"study_design_scores_gemma":[0.00037951017,0.00062986027,0.0042218524,0.0043720556,0.0006165316,0.000011206934,0.004324275,0.000015873777,0.000007792036,0.0015478168,0.98264545,0.0012277524],"about_ca_topic_score_codex":0.0002842551,"about_ca_topic_score_gemma":0.000015309748,"teacher_disagreement_score":0.9879565,"about_ca_system_score_codex":0.0057950425,"about_ca_system_score_gemma":0.00030344204,"threshold_uncertainty_score":0.9994382},"labels":[],"label_agreement":null},{"id":"W2071719935","doi":"10.1097/00001648-200407000-00113","title":"APHEIS HEALTH IMPACT ASSESSMENT","year":2004,"lang":"en","type":"article","venue":"Epidemiology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Inversa Systems (Canada)","funders":"","keywords":"Life expectancy; Health impact assessment; Public health; Environmental health; Geography; Air pollution; Population; Effect modification; Demography; Medicine","score_opus":0.044970228829040386,"score_gpt":0.4205031993085025,"score_spread":0.3755329704794621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071719935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.954748,0.000118436445,0.010939983,0.01295456,0.00028690376,0.0003014791,0.0000117522,0.00008109532,0.020557838],"genre_scores_gemma":[0.9820499,0.0001186268,0.009335593,0.008080403,0.00008336367,0.000019454463,0.000026478414,0.000015830008,0.0002703378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981012,0.00035574663,0.00039217953,0.0003397625,0.00014865797,0.0006624519],"domain_scores_gemma":[0.999046,0.00017059229,0.00018976284,0.0002563609,0.0000013186262,0.00033596472],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012022299,0.00018234838,0.00040457214,0.000020825839,0.00021318214,0.0000057101242,0.00020647135,0.000096880634,0.0036789277],"category_scores_gemma":[0.000106993684,0.00014266236,0.00015420097,0.00012741676,0.00027437377,0.00016425115,0.00018442378,0.00022391244,0.0012067645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064980113,0.00020906742,0.9702877,0.0000028649683,0.000030745847,0.0000056632775,0.00031520866,0.00870848,0.0004963296,0.0022625763,0.007830827,0.009844057],"study_design_scores_gemma":[0.00039706312,0.0003350702,0.9614498,0.0000043371297,0.000003966637,0.00001243594,0.00006335081,0.000050682727,0.000022842656,0.034003478,0.0035088607,0.00014812277],"about_ca_topic_score_codex":0.0052766274,"about_ca_topic_score_gemma":0.00017499189,"teacher_disagreement_score":0.0317409,"about_ca_system_score_codex":0.0017330912,"about_ca_system_score_gemma":0.000049318438,"threshold_uncertainty_score":0.9995709},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.010174560260933368,"score_gpt":0.30258325128451,"score_spread":0.29240869102357664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073022320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696897,0.00016610434,0.0000311811,0.00047435804,0.0001624079,0.002030506,0.00002296327,0.000009393499,0.027413344],"genre_scores_gemma":[0.99448615,0.0017234383,0.001296862,0.000479737,0.000075678945,0.00020034329,0.000010708792,0.000051516054,0.001675591],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99538267,0.0003562316,0.001387418,0.00063259143,0.0012932267,0.00094785186],"domain_scores_gemma":[0.99845594,0.000091684415,0.0005374573,0.00043250216,0.0000022233428,0.00048021058],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007812827,0.00064060016,0.00071941834,0.0004690573,0.00019842364,0.00011960308,0.0006346195,0.00009642838,0.002477924],"category_scores_gemma":[0.0000047684043,0.0005626026,0.00018447915,0.0004159889,0.00025915974,0.0010011749,0.0012183185,0.0005548859,0.00006748971],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004393333,0.004871221,0.9600722,0.00004409866,0.00039241486,0.00058640714,0.0016144153,0.0011809485,0.00096696446,0.0001128406,0.0018086692,0.02830587],"study_design_scores_gemma":[0.0033835236,0.0006542194,0.9738315,0.000052491447,0.00009160419,0.000031266998,0.016682176,0.00031435688,0.000013266878,0.00020927681,0.004216064,0.0005203066],"about_ca_topic_score_codex":0.22792369,"about_ca_topic_score_gemma":0.17978449,"teacher_disagreement_score":0.048139192,"about_ca_system_score_codex":0.015370636,"about_ca_system_score_gemma":0.00017922164,"threshold_uncertainty_score":0.99968255},"labels":[],"label_agreement":null},{"id":"W2073894161","doi":"10.7202/022881ar","title":"L’évaluation des impacts d’un projet routier : l’utilité de l’aide multicritère à la décision","year":2005,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; ELECTRE; Political science; Mathematics; Philosophy; Operations research","score_opus":0.013877062223534527,"score_gpt":0.25033922656818364,"score_spread":0.23646216434464912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073894161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774904,0.0032019159,0.0016435632,0.005787986,0.0002548462,0.0005887562,0.00004559015,0.00009543394,0.010891493],"genre_scores_gemma":[0.9687155,0.0036471044,0.015488369,0.0015425109,0.00033426512,0.000058647085,0.000023954155,0.00008221771,0.010107468],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.995827,0.00091404014,0.00055075384,0.0006229025,0.000705018,0.0013802722],"domain_scores_gemma":[0.99808544,0.00037069753,0.00018984269,0.0004495385,0.000021173173,0.0008833201],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019505523,0.0005368415,0.0003906507,0.00017819072,0.0009265891,0.00018974088,0.00047269015,0.0007123154,0.002482783],"category_scores_gemma":[0.00043492124,0.0005578623,0.0004088975,0.0007719381,0.008478228,0.0010612237,0.00018393391,0.00078829814,0.000680385],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080297075,0.0008476035,0.43052238,0.00005601312,0.00011892786,0.00005677941,0.015983766,0.0011556939,0.01266523,0.0003252259,0.0027683938,0.5354197],"study_design_scores_gemma":[0.0014890371,0.00025620294,0.9203286,0.00016716681,0.00029322613,0.00012933194,0.0024769236,0.0037336645,0.003993254,0.0039836136,0.06241398,0.00073501194],"about_ca_topic_score_codex":0.046589755,"about_ca_topic_score_gemma":0.02879942,"teacher_disagreement_score":0.53468466,"about_ca_system_score_codex":0.0043793246,"about_ca_system_score_gemma":0.0003271671,"threshold_uncertainty_score":0.9996873},"labels":[],"label_agreement":null},{"id":"W2074766527","doi":"10.11113/jt.v70.2378","title":"A Comparative Study on EIA process in Malaysia, West Australia, New Zealand and Canada","year":2014,"lang":"en","type":"article","venue":"Jurnal Teknologi","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Environmental impact assessment; Environmental planning; Sustainable development; Political science; Developing country; Environmental resource management; Business; Regional science; Environmental protection; Geography; Economic growth; Computer science; Law; Environmental science; Economics","score_opus":0.02932056743511162,"score_gpt":0.3134987213977451,"score_spread":0.28417815396263346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074766527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997357,0.0000023671328,0.0000014487248,0.00032682496,0.000060037233,0.00022241144,0.0000031233142,0.000008974717,0.0020177816],"genre_scores_gemma":[0.9975879,0.0000025122422,0.000024433733,0.00017940073,0.00003227722,0.000008612845,0.0000015589322,0.0000054645466,0.0021578134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989942,0.00007929807,0.00016019569,0.00023369837,0.00027237483,0.000260232],"domain_scores_gemma":[0.9996395,0.000039895207,0.00006837488,0.00009973355,0.0000013425735,0.00015115282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011348331,0.0001416785,0.00020149919,0.000020290114,0.00007245541,0.000026198064,0.00015072264,0.000046667843,0.0003057987],"category_scores_gemma":[0.0000139209715,0.0001136691,0.000013349346,0.00009195586,0.000089270645,0.0001169648,0.00007672618,0.00021653083,0.00007765143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019143938,0.00019338459,0.99595785,0.0000010556329,0.000008270293,0.000023228904,0.0011720478,0.0004239338,0.00028496142,0.0000048891798,0.0015703083,0.0003409169],"study_design_scores_gemma":[0.0006376129,0.00045950752,0.9961724,0.000008576386,0.000006645016,0.0000057923485,0.0015936892,0.000041570773,0.00022752363,0.00019988946,0.00051097164,0.00013576513],"about_ca_topic_score_codex":0.38227808,"about_ca_topic_score_gemma":0.65093166,"teacher_disagreement_score":0.26865357,"about_ca_system_score_codex":0.00026488703,"about_ca_system_score_gemma":0.000022733917,"threshold_uncertainty_score":0.62183535},"labels":[],"label_agreement":null},{"id":"W2075881496","doi":"10.1017/s0008423912000376","title":"The Diversity of Public Participation Tools: Complementing or Competing With One Another?","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Referendum; Complementarity (molecular biology); Public policy; Context (archaeology); Public administration; Welfare economics; Sociology; Humanities; Public relations; Geography; Economics; Politics; Art; Law","score_opus":0.10913439108843662,"score_gpt":0.31418115505605837,"score_spread":0.20504676396762175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075881496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99421203,0.000010795579,0.0004452826,0.0009762734,0.00008976516,0.000054392214,0.0000059881645,0.0000014179847,0.0042040795],"genre_scores_gemma":[0.99904084,0.0000011098234,0.00064675714,0.00021761094,0.00005590509,4.592833e-7,2.5407704e-7,0.0000029133414,0.000034123266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982583,0.0000689342,0.00020586225,0.000065896194,0.0005205925,0.0008804318],"domain_scores_gemma":[0.99859494,0.00011608626,0.00015520758,0.00008426117,0.000023419965,0.001026105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016354593,0.00005784541,0.00009481259,0.000032831664,0.0010190037,0.00008464363,0.00039211527,0.000015473663,0.0006093488],"category_scores_gemma":[0.00034778455,0.00003469907,0.000026036181,0.00027840474,0.0014274905,0.00087116216,0.00012935145,0.00009346714,0.000014238305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039349397,0.000035622248,0.97823745,0.0000015609048,0.0000065473414,0.0000021087574,0.00074168126,0.0000101949245,0.0005682255,0.016863644,0.000029873807,0.0034991638],"study_design_scores_gemma":[0.00012114218,0.000098764445,0.9965054,0.000012148429,0.000011904374,0.000007902227,0.0016733807,0.000035544625,0.0006383132,0.00012753272,0.0007128206,0.00005518691],"about_ca_topic_score_codex":0.011849302,"about_ca_topic_score_gemma":0.028661039,"teacher_disagreement_score":0.018267917,"about_ca_system_score_codex":0.0006668637,"about_ca_system_score_gemma":0.00020174232,"threshold_uncertainty_score":0.9947309},"labels":[],"label_agreement":null},{"id":"W2075964446","doi":"10.1007/s12665-013-2886-x","title":"Assessing risk to groundwater quality using an integrated risk framework","year":2013,"lang":"en","type":"article","venue":"Environmental Earth Sciences","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Environment; Fraser Health Authority; Canadian Water Network","keywords":"Aquifer; Hazard; Risk assessment; Groundwater; Environmental science; Resource (disambiguation); Water quality; Water resource management; Hazard analysis; Environmental planning; Environmental resource management; Natural resource economics; Environmental health; Environmental protection; Risk analysis (engineering); Business; Engineering; Ecology; Economics","score_opus":0.040678500095275134,"score_gpt":0.33769673038532316,"score_spread":0.29701823029004804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075964446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885966,0.000017971062,0.008626527,0.000073305244,0.00027132418,0.0005383411,0.00003246276,0.0000711999,0.0017722547],"genre_scores_gemma":[0.9430807,0.000042985943,0.055812012,0.0006005786,0.00008610018,0.000028631492,0.0000128964175,0.000028579569,0.0003075053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99600697,0.00062123645,0.00048824586,0.0009269958,0.0011064961,0.00085004274],"domain_scores_gemma":[0.9985338,0.00012314484,0.00029983153,0.00043823733,0.0000020147504,0.00060299644],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011563433,0.0003882558,0.0003071793,0.00007148374,0.0015706521,0.0007191475,0.0006642502,0.00015771654,0.01802738],"category_scores_gemma":[0.00007781727,0.00031639214,0.00011825364,0.00044722352,0.0013295118,0.0038109368,0.00053402194,0.00045545612,0.004097179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004800619,0.00040570914,0.9515481,0.0000012310211,0.000012746803,0.0000020865784,0.0013132205,0.006635004,0.021306202,0.000009634705,0.00003183392,0.018729424],"study_design_scores_gemma":[0.00016621224,0.00030409556,0.98627156,0.000015073142,0.000022607703,0.000004358589,0.0047924435,0.0031490577,0.0024390286,0.0016136859,0.00070762006,0.00051423226],"about_ca_topic_score_codex":0.018619236,"about_ca_topic_score_gemma":0.00032900693,"teacher_disagreement_score":0.047185488,"about_ca_system_score_codex":0.0002902899,"about_ca_system_score_gemma":0.000015054826,"threshold_uncertainty_score":0.99992883},"labels":[],"label_agreement":null},{"id":"W2077207241","doi":"10.1061/9780784412473.052","title":"A Sustainable Approach to Support Management Scenarios Related to Infrastructure Construction and Site Remediation in Cold Regions","year":2012,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multiple-criteria decision analysis; Work (physics); Context (archaeology); Sustainable development; Environmental planning; Government (linguistics); Environmental resource management; Risk analysis (engineering); Plan (archaeology); Business; Computer science; Engineering; Operations research; Environmental science; Geography","score_opus":0.005798335994484501,"score_gpt":0.2304129005001773,"score_spread":0.22461456450569278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077207241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9287835,0.0000030245174,0.0008247574,0.0002892795,0.00006369601,0.0008004659,0.0000020454595,0.00002705092,0.0692062],"genre_scores_gemma":[0.97737086,0.000013161559,0.01327668,0.0006141037,0.00001394276,0.00005559565,0.000015492258,0.0000105819545,0.008629572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989411,0.000036691134,0.00017658088,0.00022320912,0.00020597834,0.0004164292],"domain_scores_gemma":[0.9995382,0.0000072897697,0.000037585316,0.00013224476,0.000002403818,0.00028227112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023474486,0.00011954773,0.00010903607,0.00007892476,0.000118356016,0.00003049359,0.000072118404,0.0000753542,0.0003916779],"category_scores_gemma":[0.0000104665905,0.00011289657,0.000017177596,0.00041109836,0.00006312019,0.00048108245,0.00027437517,0.00009509435,0.0001674594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017642787,0.00016480843,0.97008157,0.000017178665,0.000010867254,0.0000045765632,0.0058028046,0.0013805022,0.0029864304,0.010629921,0.0059224656,0.00298122],"study_design_scores_gemma":[0.0004902282,0.0000907666,0.9756165,0.00000628601,0.0000166287,0.000011078362,0.009067139,0.00008368443,0.00027445378,0.0008289244,0.013269158,0.00024511566],"about_ca_topic_score_codex":0.00032586194,"about_ca_topic_score_gemma":0.000049322152,"teacher_disagreement_score":0.06057663,"about_ca_system_score_codex":0.0005689203,"about_ca_system_score_gemma":0.0000037988004,"threshold_uncertainty_score":0.46037886},"labels":[],"label_agreement":null},{"id":"W2077866254","doi":"10.3152/146155110x498816","title":"Case study of an integrated assessment: Shell's North Field Test in Alberta, Canada","year":2010,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shell (Canada); Golder Associates (Canada); Impact","funders":"","keywords":"License; Test (biology); Field (mathematics); Business; Process management; Environmental resource management; Environmental planning; Engineering; Political science; Environmental science","score_opus":0.013564105370766587,"score_gpt":0.3562709784971208,"score_spread":0.34270687312635423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077866254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99456716,0.0000014945296,0.000011787453,0.00006694688,0.00026311,0.0008538221,0.000045931425,0.00001848886,0.004171234],"genre_scores_gemma":[0.99882066,0.0000044036956,0.0008255273,0.00007299676,0.00004880652,0.000060643946,0.00005061163,0.000030092193,0.0000862275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977314,0.000185881,0.00050425006,0.00048033273,0.0005787626,0.0005194034],"domain_scores_gemma":[0.9984466,0.0006723352,0.00021116852,0.00038975506,0.000011160002,0.00026901977],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003710361,0.00038122374,0.00043391815,0.00009554317,0.00019152282,0.0000925039,0.00028400935,0.00012800182,0.0007749065],"category_scores_gemma":[0.00007688656,0.0003097835,0.00005559202,0.00048793008,0.00013130481,0.00066899665,0.00022611524,0.0007366734,0.0000021750388],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002739772,0.0018428597,0.9851465,0.000008114859,0.000036420493,0.0005537343,0.0021071618,0.00005790892,0.001436635,0.0000055641935,0.00024708937,0.008530567],"study_design_scores_gemma":[0.0016217028,0.0021813975,0.98407644,0.0000072537446,0.00004314502,0.00028208413,0.008808581,0.0021308542,0.000126555,0.000010785776,0.00030937785,0.00040179692],"about_ca_topic_score_codex":0.9613074,"about_ca_topic_score_gemma":0.98907715,"teacher_disagreement_score":0.027769748,"about_ca_system_score_codex":0.00032451286,"about_ca_system_score_gemma":0.00048185812,"threshold_uncertainty_score":0.99993545},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.007204780354172775,"score_gpt":0.2766784964344804,"score_spread":0.2694737160803076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077959193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949972,0.0001460279,0.000058320376,0.00088057143,0.000042066873,0.00027884977,0.0000690034,0.0000013261285,0.0035266387],"genre_scores_gemma":[0.9971762,0.001428419,0.00061752746,0.0006036321,0.00003627477,0.0000029992038,0.000014120541,0.000003688638,0.000117185315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982636,0.00013799894,0.00051779463,0.00020862847,0.0006319495,0.00024001967],"domain_scores_gemma":[0.99932486,0.000050051818,0.00035881184,0.00012161959,0.0000017916954,0.00014287993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004011011,0.00021135042,0.000488762,0.00016241046,0.00017370479,0.000042466552,0.00016070201,0.00004213068,0.00013836048],"category_scores_gemma":[0.000005189644,0.0001458226,0.00006803315,0.00026289918,0.00049679837,0.00031176704,0.00023808096,0.00019428968,1.9420072e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000370977,0.0004586961,0.96450675,0.000028439228,0.0014059633,0.00011051997,0.0018514625,0.0040712077,0.001950191,0.0066645225,0.00022858984,0.018352667],"study_design_scores_gemma":[0.0027617181,0.00016974541,0.9932296,0.00001975778,0.000366091,0.000023190772,0.00050383667,0.000602941,0.00004495693,0.00091307325,0.0012261196,0.00013893665],"about_ca_topic_score_codex":0.035024244,"about_ca_topic_score_gemma":0.040217802,"teacher_disagreement_score":0.02872287,"about_ca_system_score_codex":0.00060179306,"about_ca_system_score_gemma":0.00002950457,"threshold_uncertainty_score":0.9772957},"labels":[],"label_agreement":null},{"id":"W2078473200","doi":"10.5539/ass.v7n9p119","title":"Environmental Impact Assessment of Power Development Project: Lessons from Thailand Experiences","year":2011,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Legislation; Enforcement; Business; Listing (finance); Environmental impact assessment; Process (computing); Public participation; Environmental planning; Environmental resource management; Quality (philosophy); Baseline (sea); Process management; Environmental economics; Public relations; Political science; Computer science; Economics","score_opus":0.02826256306094543,"score_gpt":0.32989662028723127,"score_spread":0.30163405722628583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078473200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77141535,0.000007291909,0.00010362061,0.00002534018,0.00013852867,0.00022514218,0.0000239483,0.000021770484,0.228039],"genre_scores_gemma":[0.99591196,0.000005981062,0.0037789717,0.00006287444,0.00003366916,0.00005123226,0.000008457645,0.000015381915,0.0001314848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99716574,0.00007120302,0.00036593733,0.0005633945,0.0012076607,0.0006260764],"domain_scores_gemma":[0.99927807,0.000017300357,0.00024911098,0.0002342109,0.0000042200586,0.00021708863],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043441638,0.00025929243,0.00027407522,0.000061162325,0.00074869784,0.00005205842,0.00079785887,0.0000944785,0.0073386086],"category_scores_gemma":[0.000010814795,0.00021602224,0.000118275566,0.00046094996,0.00232734,0.00083028374,0.00055323716,0.00015744891,0.00010685648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021597089,0.000842818,0.6850999,0.0000020576124,0.000042153955,0.000011786971,0.20850278,5.0343294e-7,0.04492087,0.00021648243,0.00026547632,0.060073562],"study_design_scores_gemma":[0.00022579508,0.00011653498,0.96562624,0.0000061520427,0.000010164279,0.0000014003192,0.024911644,0.000005512596,0.008196382,0.00023973717,0.0003869765,0.0002734475],"about_ca_topic_score_codex":0.0010482825,"about_ca_topic_score_gemma":0.000044357774,"teacher_disagreement_score":0.28052634,"about_ca_system_score_codex":0.0008720877,"about_ca_system_score_gemma":0.00017125641,"threshold_uncertainty_score":0.99356884},"labels":[],"label_agreement":null},{"id":"W2078701244","doi":"10.3152/147154602781766654","title":"From Wreck Cove to Voisey's Bay: the evolution of federal environmental assessment in Canada","year":2002,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cove; Bay; Sustainability; Hydroelectricity; Environmental impact assessment; Environmental planning; Political science; Environmental science; Archaeology; Law; Geography; Engineering; Ecology","score_opus":0.014217305301406405,"score_gpt":0.31872514643034106,"score_spread":0.30450784112893464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078701244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899077,0.000074477575,0.00022072019,0.00071135117,0.0002825994,0.0008115082,0.00023292817,0.000014615569,0.007744094],"genre_scores_gemma":[0.99841624,0.000055252836,0.00090722676,0.00021089586,0.000096807205,0.00007614783,0.000046058776,0.000029707246,0.00016165068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99721783,0.00026030585,0.00050152076,0.00047970106,0.0009213197,0.0006193199],"domain_scores_gemma":[0.99892646,0.00029155737,0.00020532706,0.00033837438,0.0000033327626,0.0002349476],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032862084,0.00037718634,0.00040830576,0.00006664009,0.00022867651,0.00009216243,0.00035208845,0.00009230174,0.0026961772],"category_scores_gemma":[0.000018750126,0.0002794514,0.00010359132,0.00031682273,0.0001920354,0.0004526145,0.00038344666,0.00039315713,0.000030089594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033397424,0.00026993972,0.98292387,0.0000042152537,0.00005642284,0.00001080278,0.0016596976,0.00039075027,0.0056779473,0.000024717227,0.003249592,0.005698651],"study_design_scores_gemma":[0.00090092135,0.0003124183,0.9878554,0.000018960287,0.0000277323,0.000005477523,0.0050094533,0.004201623,0.00012979704,0.000121007404,0.0010702754,0.00034694286],"about_ca_topic_score_codex":0.84455246,"about_ca_topic_score_gemma":0.47248703,"teacher_disagreement_score":0.37206542,"about_ca_system_score_codex":0.0051554595,"about_ca_system_score_gemma":0.0003132679,"threshold_uncertainty_score":0.9999658},"labels":[],"label_agreement":null},{"id":"W2078847741","doi":"10.3152/146155110x12772982841122","title":"Illustrating integrated sustainability and resilience based assessments: a small-scale biodiesel project in Barbados","year":2010,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"McGill University","keywords":"Sustainability; Resilience (materials science); Scale (ratio); Suite; Environmental resource management; Alliance; Environmental planning; Business; Energy security; Environmental economics; Environmental science; Engineering; Political science; Economics; Renewable energy; Ecology; Geography","score_opus":0.017731434096603018,"score_gpt":0.38774619657147713,"score_spread":0.37001476247487414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078847741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99179393,0.000015282581,0.000617842,0.00028958003,0.00018048692,0.0014777724,0.000047698857,0.00008506497,0.00549237],"genre_scores_gemma":[0.98842216,0.000023571645,0.011000499,0.00010803889,0.000050108985,0.00019409752,0.000051406238,0.00003521242,0.000114920345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99688214,0.00034026516,0.00053457933,0.00082654593,0.0005295236,0.0008869538],"domain_scores_gemma":[0.9987459,0.0003833066,0.00021120682,0.00038033177,0.000024661618,0.00025459394],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013183854,0.00052457565,0.00047503161,0.00018807572,0.0003598832,0.00033470764,0.0003022804,0.00026855123,0.0003090743],"category_scores_gemma":[0.00019555644,0.00042252126,0.000100783545,0.0007323442,0.00083604496,0.00087403704,0.0003643707,0.00097129156,0.000004698464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010228235,0.0004567402,0.9651488,0.00004504357,0.00002045708,0.000018223856,0.0010598843,0.00004132403,0.015397927,0.000046596062,0.0001595169,0.017503183],"study_design_scores_gemma":[0.0017920175,0.0007727941,0.9732526,0.000037036752,0.000034648463,0.000020279142,0.0051223463,0.016963452,0.00043524083,0.00025504443,0.0006829559,0.0006316194],"about_ca_topic_score_codex":0.012276485,"about_ca_topic_score_gemma":0.0046919542,"teacher_disagreement_score":0.016922127,"about_ca_system_score_codex":0.00057633285,"about_ca_system_score_gemma":0.0005310703,"threshold_uncertainty_score":0.9998227},"labels":[],"label_agreement":null},{"id":"W2079797113","doi":"10.2134/jeq2001.3031099x","title":"Handbook of Property Estimation Methods for Chemicals, Environmental and Health Sciences","year":2001,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":230,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"EcoMetrix; Atomic Energy (Canada)","funders":"","keywords":"Citation; Estimation; Property (philosophy); Library science; Computer science; Operations research; Mathematics; Management; Philosophy; Epistemology; Economics","score_opus":0.08592009914901821,"score_gpt":0.44917784867241395,"score_spread":0.36325774952339573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079797113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799793,0.0012872022,0.017076036,0.00066663406,0.00010618351,0.00047015073,0.00004410616,0.0000065342642,0.00036390233],"genre_scores_gemma":[0.9026283,0.001496939,0.09517353,0.00036255823,0.00004493942,0.000008471901,0.0000084317735,0.000016886059,0.000259973],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9976586,0.00027451356,0.00093647547,0.00027465005,0.00052890816,0.0003268526],"domain_scores_gemma":[0.99849147,0.00015336895,0.0009596622,0.00014916353,0.0000015115686,0.00024479933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027214303,0.00021226953,0.00048148519,0.000045193596,0.0002615897,0.000023125609,0.00025249782,0.000085089014,0.0008911174],"category_scores_gemma":[0.00004061306,0.00015139765,0.00017201062,0.00006864175,0.0010473067,0.00053245906,0.00019506467,0.0001574869,0.000012493903],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014411735,0.001018067,0.24102485,0.00003837728,0.00006195855,0.0000018767564,0.0009335943,0.00018002033,0.47100368,0.000027644175,0.0004165315,0.28514928],"study_design_scores_gemma":[0.0027124544,0.0023542177,0.92627525,0.000116960735,0.00009179073,0.00016025355,0.001689342,0.0011770878,0.050573952,0.003954765,0.0103324335,0.0005614823],"about_ca_topic_score_codex":0.000075345975,"about_ca_topic_score_gemma":0.0000033941717,"teacher_disagreement_score":0.6852504,"about_ca_system_score_codex":0.00055168325,"about_ca_system_score_gemma":0.00001927481,"threshold_uncertainty_score":0.97571105},"labels":[],"label_agreement":null},{"id":"W2080585548","doi":"10.1080/14615517.2012.746836","title":"Strategic environmental assessment in the electricity sector: an application to electricity supply planning, Saskatchewan, Canada","year":2012,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"SaskPower","keywords":"Electricity; Sustainability; Strategic environmental assessment; Operationalization; Mains electricity; Environmental economics; Transparency (behavior); Business; Context (archaeology); Flexibility (engineering); Environmental resource management; Environmental impact assessment; Environmental science; Computer science; Economics; Engineering","score_opus":0.021948455018493098,"score_gpt":0.3594338404804426,"score_spread":0.3374853854619495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080585548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99220556,0.00005593273,0.00054500083,0.00022406831,0.00014083931,0.001360769,0.00007474953,0.000037786067,0.005355267],"genre_scores_gemma":[0.99767494,0.000016594378,0.00092458737,0.00062254973,0.00020724231,0.00026531925,0.00019739008,0.000038948994,0.000052407202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99622643,0.0004988809,0.0004370244,0.00054238865,0.001098912,0.0011963443],"domain_scores_gemma":[0.9987263,0.00023079029,0.00018817112,0.00041134085,0.0000033908468,0.00044002384],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011266398,0.00049408944,0.00037111717,0.00009813191,0.00039389738,0.0001713043,0.00048746075,0.00014618604,0.00038667957],"category_scores_gemma":[0.000007856796,0.00036975168,0.00008136245,0.0005826264,0.00011234475,0.00086878357,0.00017878214,0.000662683,0.000015249621],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004516854,0.0007654813,0.9778019,0.0000058823935,0.00003161148,0.000006909097,0.003413546,0.00023338474,0.012591636,0.0000706257,0.0015073001,0.0035265367],"study_design_scores_gemma":[0.0005779182,0.0006207365,0.987185,0.000005626359,0.00003721542,0.00002743694,0.007903507,0.0013231088,0.00029846534,0.00009829972,0.0014190617,0.0005036494],"about_ca_topic_score_codex":0.27761468,"about_ca_topic_score_gemma":0.15953028,"teacher_disagreement_score":0.11808439,"about_ca_system_score_codex":0.0021625585,"about_ca_system_score_gemma":0.00042388006,"threshold_uncertainty_score":0.9998754},"labels":[],"label_agreement":null},{"id":"W2081103255","doi":"10.3152/146155108x366013","title":"Transboundary environmental impact assessment as part of the North American Agreement on Environmental Cooperation","year":2008,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Free trade agreement; Commission; Environmental impact assessment; Legislation; Work (physics); International trade; Trade agreement; Agreement; Political science; Environmental policy; Business; Environmental protection; Environmental planning; Free trade; Geography; Law; Engineering","score_opus":0.017638087339030474,"score_gpt":0.34625108591696185,"score_spread":0.32861299857793136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081103255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924071,0.000030170517,0.000089373825,0.00018833917,0.00028054524,0.0012830967,0.000356976,0.00003791766,0.0053264713],"genre_scores_gemma":[0.9979919,0.0004764466,0.0003581104,0.0002832417,0.00013370297,0.000105778716,0.00024462462,0.00006132388,0.00034486942],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99571455,0.00044159227,0.00069096003,0.0007298538,0.0015352239,0.00088780373],"domain_scores_gemma":[0.9983447,0.00018349117,0.00049926306,0.00062427897,0.0000037015577,0.0003445506],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039144253,0.00071441924,0.000628181,0.00009433048,0.0009918263,0.000089057845,0.0004784548,0.00011519091,0.0024014874],"category_scores_gemma":[0.000012672438,0.00048626217,0.0004513268,0.00038976356,0.0017444486,0.00062237505,0.00040179337,0.0005802954,0.000092762726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015886681,0.0013444453,0.97950554,0.0000065262134,0.00021029015,0.00001698693,0.001620496,0.0004825853,0.0076803965,0.000027951814,0.0014517619,0.007494142],"study_design_scores_gemma":[0.001410375,0.002745541,0.99108547,0.000017033915,0.000094478324,0.00007130058,0.0006338068,0.0003933682,0.00073177286,0.000017841288,0.0022350117,0.0005640242],"about_ca_topic_score_codex":0.0014080092,"about_ca_topic_score_gemma":0.00013988456,"teacher_disagreement_score":0.011579894,"about_ca_system_score_codex":0.0014689696,"about_ca_system_score_gemma":0.00023765722,"threshold_uncertainty_score":0.9997589},"labels":[],"label_agreement":null},{"id":"W2081276745","doi":"10.3152/146155109x413046","title":"Canadian Indigenous engagement and capacity building in health impact assessment","year":2009,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"First Nations University of Canada; Health Canada","funders":"","keywords":"Indigenous; Subsistence agriculture; Natural resource; Environmental planning; Cornerstone; Community engagement; Capacity building; Environmental resource management; Environmental impact assessment; Business; Economic growth; Political science; Geography; Public relations; Ecology","score_opus":0.03155972877090236,"score_gpt":0.40667763867078327,"score_spread":0.3751179098998809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081276745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919516,0.000108274624,0.00017963523,0.0008981173,0.00012906593,0.0011638376,0.00005840471,0.00005009977,0.0054609766],"genre_scores_gemma":[0.9941158,0.00027382054,0.0048450395,0.00053052383,0.00007253769,0.000039039456,0.00004641117,0.000030550527,0.00004626298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962658,0.00044539545,0.00054245937,0.00062964775,0.0006047748,0.0015118822],"domain_scores_gemma":[0.9983855,0.00013648208,0.00022426057,0.00028199772,0.0000061890305,0.00096560305],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019411558,0.00052440347,0.00056046364,0.00028528142,0.00061623007,0.00029710046,0.00024033428,0.00016473437,0.0004393948],"category_scores_gemma":[0.00002406004,0.00044340844,0.00012083904,0.00047212827,0.00016320201,0.0007845025,0.00017063224,0.0006805008,0.000008356972],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021801594,0.0002957392,0.9608592,0.00001685907,0.000050885923,0.000027062295,0.0049189064,0.00013837386,0.0014703202,0.00017135093,0.00047059517,0.031558923],"study_design_scores_gemma":[0.0010273807,0.0013535083,0.99415296,0.000041739455,0.000016728143,0.000034476725,0.0007670985,0.0006768922,0.00002691764,0.0005924383,0.0008248627,0.00048502372],"about_ca_topic_score_codex":0.3118856,"about_ca_topic_score_gemma":0.03417038,"teacher_disagreement_score":0.2777152,"about_ca_system_score_codex":0.005035598,"about_ca_system_score_gemma":0.0009269376,"threshold_uncertainty_score":0.99980175},"labels":[],"label_agreement":null},{"id":"W2081968725","doi":"10.3152/146155107x204491","title":"Evaluation of the assessment process for major projects: a case study of oil and gas pipelines in Canada","year":2007,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Pipeline transport; Production (economics); Obligation; Business; Process (computing); Environmental impact assessment; Best practice; Environmental resource management; Environmental planning; Pipeline (software); Environmental economics; Environmental science; Computer science; Economics; Political science","score_opus":0.049443531907856705,"score_gpt":0.4362076906469996,"score_spread":0.3867641587391429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081968725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969883,0.000031428866,0.00003476339,0.0000687642,0.00012548082,0.0014033887,0.000033947337,0.0000053269814,0.00130862],"genre_scores_gemma":[0.99946177,0.0000134936745,0.00027780505,0.000017371618,0.000027334074,0.00016275964,0.0000056403787,0.000017655835,0.000016196682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973559,0.00026356056,0.0005385555,0.00031694784,0.0011618508,0.00036320827],"domain_scores_gemma":[0.9990117,0.00029830923,0.00035230952,0.000203929,0.00004678282,0.00008698865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028074007,0.00023912161,0.00033941766,0.00007141389,0.00014700054,0.000024706454,0.00015230669,0.000059355665,0.00003949297],"category_scores_gemma":[0.00008500257,0.00016247456,0.000050215636,0.00038077857,0.00013643873,0.00027076394,0.00015541419,0.00016005176,5.7532866e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054314278,0.00063654594,0.9570326,0.00006327984,0.00006420467,0.000013725029,0.0041748225,0.00018820778,0.0013299361,0.0000040003347,0.00003653841,0.036401805],"study_design_scores_gemma":[0.0036516017,0.00073075254,0.93949014,0.000041266405,0.00023315461,0.000073553085,0.049975205,0.005010356,0.0004711193,0.00008083791,0.000014811423,0.00022720949],"about_ca_topic_score_codex":0.6407228,"about_ca_topic_score_gemma":0.80358714,"teacher_disagreement_score":0.16286434,"about_ca_system_score_codex":0.00092120137,"about_ca_system_score_gemma":0.0011023988,"threshold_uncertainty_score":0.66255206},"labels":[],"label_agreement":null},{"id":"W2083955065","doi":"10.3152/146155108x279939","title":"Contentious politics in environmental assessment: blocked projects and winning coalitions","year":2008,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Sustainability; Politics; Public participation; Political science; Public administration; Scale (ratio); Environmental impact assessment; Public domain; Environmental planning; Business; Public relations; Law; Geography","score_opus":0.03188016033853071,"score_gpt":0.3667634395195046,"score_spread":0.3348832791809739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083955065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874641,0.00008989787,0.0001273321,0.00021027602,0.00013780335,0.00088370155,0.00009236242,0.00007025375,0.010924331],"genre_scores_gemma":[0.99628544,0.00038809018,0.0023670539,0.0001798658,0.000088293506,0.00011100513,0.00011863433,0.000048314017,0.0004133137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971346,0.00024686925,0.0004967291,0.00062550436,0.00064249977,0.0008537919],"domain_scores_gemma":[0.9990182,0.00021776404,0.00018554788,0.00025950558,0.0000040718824,0.00031493584],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004026125,0.00047804156,0.0004799639,0.00016601244,0.00062940374,0.00011904145,0.00018230779,0.00018373973,0.0004463648],"category_scores_gemma":[0.000023936102,0.00043354149,0.00011452624,0.00028907825,0.0008507972,0.00083908247,0.00039764098,0.0005016942,0.000018626815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022266142,0.00049504795,0.9882898,0.000013176889,0.000055088374,0.00008088269,0.0030339798,0.000016828268,0.006172584,0.00023429978,0.0004829331,0.0011031457],"study_design_scores_gemma":[0.0022500944,0.00050515553,0.9911588,0.000027866345,0.00004372179,0.00022425107,0.0027680218,0.0013756406,0.000098928525,0.00021580662,0.0007975071,0.0005341981],"about_ca_topic_score_codex":0.0020403375,"about_ca_topic_score_gemma":0.000103296836,"teacher_disagreement_score":0.010511017,"about_ca_system_score_codex":0.00068448705,"about_ca_system_score_gemma":0.00013396882,"threshold_uncertainty_score":0.99981165},"labels":[],"label_agreement":null},{"id":"W2084239776","doi":"10.1016/s0025-326x(03)00067-5","title":"The precautionary principle and environmental monitoring","year":2003,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Precautionary principle; Environmental monitoring; Environmental science; Environmental planning; Environmental engineering; Ecology; Biology","score_opus":0.0069749511563292795,"score_gpt":0.22966473423583694,"score_spread":0.22268978307950765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084239776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9625924,0.00010836659,0.00005088127,0.0012683888,0.00019494601,0.00020191615,0.000005880968,0.000031215975,0.03554598],"genre_scores_gemma":[0.9877897,0.0002831585,0.00061190146,0.00012215243,0.000039858147,0.000025857276,0.0000054747243,0.000011776212,0.01111012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903154,0.00009835383,0.00014938664,0.0002025934,0.0002503048,0.0002677923],"domain_scores_gemma":[0.9996522,0.000033946362,0.000053140913,0.00015202729,5.7004365e-7,0.00010810511],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025559845,0.00012386852,0.00007241059,0.000008959169,0.0006363647,0.00003965036,0.000095797164,0.00004579035,0.0033790122],"category_scores_gemma":[0.000028668155,0.000096452895,0.000034392237,0.00004718414,0.00027942078,0.00006489873,0.00029341292,0.00011351668,0.00051758386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018435527,0.00013934665,0.97191,0.0000022332063,0.000017707682,0.000005015594,0.00015248301,0.00010095579,0.003841525,0.0013921026,0.0017227618,0.02069744],"study_design_scores_gemma":[0.00020221739,0.000030317928,0.6335604,0.0000017740698,0.0000060826987,0.000015102338,0.00018743993,0.00002065546,0.0009043163,0.0005942359,0.3643695,0.00010795017],"about_ca_topic_score_codex":0.00008193983,"about_ca_topic_score_gemma":0.000007111443,"teacher_disagreement_score":0.36264676,"about_ca_system_score_codex":0.00025425185,"about_ca_system_score_gemma":0.000003242453,"threshold_uncertainty_score":0.997532},"labels":[],"label_agreement":null},{"id":"W2086089278","doi":"10.3390/ijerph111010076","title":"The Value of Mainstreaming Human Rights into Health Impact Assessment","year":2014,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Accountability; Human rights; Political science; Legitimacy; Mainstreaming; Transparency (behavior); Public administration; International law; Law and economics; Law; Sociology","score_opus":0.03935167075538443,"score_gpt":0.4439369723942001,"score_spread":0.4045853016388157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086089278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98937863,0.00019499572,0.00043796215,0.0077984515,0.00017177426,0.00018986572,0.000017993003,0.0000035006963,0.001806823],"genre_scores_gemma":[0.99791116,0.0007442903,0.0007557353,0.0002629035,0.00015789902,0.0000040458312,0.000011296049,0.000012790775,0.00013988918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99553186,0.00080955663,0.00074752397,0.00019898589,0.0021046838,0.0006073738],"domain_scores_gemma":[0.9981344,0.00034247717,0.00058958173,0.00018536366,0.00001969241,0.00072852685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056777974,0.0001505861,0.0002718864,0.00013480693,0.0009819628,0.00013694107,0.00068713975,0.000049288177,0.00041384072],"category_scores_gemma":[0.00006694462,0.000098935074,0.00011368553,0.00011985603,0.0009213337,0.000461881,0.0004409574,0.00050385186,0.000014542902],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009458435,0.0026511753,0.55602723,0.000024680052,0.00036069463,0.000015704203,0.0031061636,0.00010581892,0.008032421,0.010374015,0.0035236338,0.41568387],"study_design_scores_gemma":[0.0010974872,0.0031076497,0.9310138,0.000058708676,0.0000026808384,0.00005620516,0.0012972078,0.00023409176,0.00016812401,0.017227761,0.0455934,0.0001428538],"about_ca_topic_score_codex":0.003050993,"about_ca_topic_score_gemma":0.00033761127,"teacher_disagreement_score":0.41554102,"about_ca_system_score_codex":0.0024674458,"about_ca_system_score_gemma":0.00013998996,"threshold_uncertainty_score":0.75525624},"labels":[],"label_agreement":null},{"id":"W2086132656","doi":"10.1007/s10668-009-9222-3","title":"A new model for sustainable development: a case study of The Great Bear Rainforest regional plan","year":2009,"lang":"en","type":"article","venue":"Environment Development and Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Plan (archaeology); Rainforest; Environmental resource management; Sustainable development; Environmental planning; Geography; Indigenous; Stewardship (theology); Temperate rainforest; Political science; Ecosystem; Ecology; Environmental science","score_opus":0.018800154431262064,"score_gpt":0.25215471819005286,"score_spread":0.2333545637587908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086132656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938003,0.000024750861,0.0029926484,0.00033161446,0.000016553106,0.0023629847,0.0000016821729,0.000021427986,0.00044807707],"genre_scores_gemma":[0.9837707,0.0000046676987,0.004878644,0.0001816554,0.000015902482,0.0001162453,0.00000860144,0.000016860224,0.011006685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976184,0.00007246093,0.0005595728,0.00054131146,0.0005735203,0.0006347721],"domain_scores_gemma":[0.9990917,0.00005393121,0.00018745183,0.00039381965,0.000011782384,0.00026134035],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005624038,0.000340391,0.00031208133,0.000044842953,0.0009039217,0.0000468951,0.00030499446,0.00010753954,0.00013872133],"category_scores_gemma":[0.000043034477,0.00026257246,0.000080166414,0.00015447346,0.00021709509,0.0003594219,0.00044789157,0.00015302717,0.000004415072],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030200792,0.0023639055,0.7845769,0.000117747324,0.0001233283,0.0002714978,0.124100536,0.009543649,0.000060459595,0.00042753754,0.001442091,0.07667036],"study_design_scores_gemma":[0.003459846,0.00052964804,0.9005006,0.000013879492,0.00007459489,0.000080963226,0.06629391,0.0020970681,0.00033682366,0.0065380367,0.019280728,0.0007938874],"about_ca_topic_score_codex":0.00029487294,"about_ca_topic_score_gemma":0.00017831619,"teacher_disagreement_score":0.11592374,"about_ca_system_score_codex":0.0013647918,"about_ca_system_score_gemma":0.00021973018,"threshold_uncertainty_score":0.99998266},"labels":[],"label_agreement":null},{"id":"W2087173407","doi":"10.5539/enrr.v3n2p37","title":"Environmental impact assessment and sustainable development: A critical review","year":2013,"lang":"en","type":"review","venue":"Environment and Natural Resources Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Poverty; Developing country; Functional illiteracy; Business; Environmental impact assessment; Economic growth; Language change; Environmental planning; Corporate social responsibility; Sustainable community; Environmental resource management; Political science; Economics; Public relations; Geography","score_opus":0.05730248947129082,"score_gpt":0.42477389987779834,"score_spread":0.36747141040650755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087173407","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008218195,0.9870723,0.0000031169513,0.00012213539,0.00004769217,0.002568218,0.000024326679,0.000033496235,0.0019105559],"genre_scores_gemma":[0.003060726,0.98548424,0.0006383608,0.00009634078,0.00010890846,0.0006267441,0.00013182497,0.000120470846,0.009732363],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921926,0.0012469601,0.0009227781,0.0014344604,0.0021539237,0.0020492536],"domain_scores_gemma":[0.99740577,0.000802908,0.00024121537,0.0006240475,0.0000053608524,0.0009206764],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023349333,0.0010116362,0.0017186444,0.00024340002,0.0014430715,0.00034506895,0.00069679203,0.00047682,0.009529731],"category_scores_gemma":[0.00010608009,0.00073568296,0.00034908604,0.00034317072,0.002179328,0.00066760095,0.004195683,0.0021991304,0.0015044924],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007354879,0.00024379468,0.0017304113,0.006799677,0.00016140672,0.00010259966,0.00033710903,3.1579933e-7,0.000016822672,0.000028805762,0.003402033,0.9871697],"study_design_scores_gemma":[0.00022743223,0.0002152622,0.011928395,0.0033720557,0.0002282609,0.00007331623,0.00029705383,0.000011709374,0.0000015538664,0.00009023344,0.9827161,0.00083865004],"about_ca_topic_score_codex":0.00016187564,"about_ca_topic_score_gemma":0.000002570569,"teacher_disagreement_score":0.98633105,"about_ca_system_score_codex":0.0029077802,"about_ca_system_score_gemma":0.00007423611,"threshold_uncertainty_score":0.9998569},"labels":[],"label_agreement":null},{"id":"W2088041155","doi":"10.5558/tfc76093-1","title":"Managing for sustainable development: 99% perspiration","year":2000,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Sustainable development; Key (lock); Natural (archaeology); Sound (geography); Environmental planning; Business; Environmental resource management; Political science; Geography; Computer science; Computer security; Economics","score_opus":0.010666004060210366,"score_gpt":0.2512949637742604,"score_spread":0.24062895971405004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088041155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9564988,0.0000525817,0.0002892359,0.0004449131,0.00001957519,0.00035522066,0.0000011135816,0.000033925135,0.042304613],"genre_scores_gemma":[0.97426337,0.000018171922,0.00038322326,0.00032736172,0.00005395686,0.00006238406,0.000010085297,0.000013910226,0.024867522],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918246,0.000018339117,0.00011272469,0.0001526747,0.00016363597,0.00037014455],"domain_scores_gemma":[0.9997416,0.000018296227,0.000029962495,0.00015375334,0.0000020318464,0.00005434711],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001801312,0.000093985924,0.00006419313,0.0000063237194,0.0005899768,0.00005195553,0.00020821799,0.0000344009,0.004573663],"category_scores_gemma":[0.0000046787477,0.00007056623,0.000039321458,0.00008754725,0.000118221375,0.0003339868,0.00007620494,0.00006210699,0.000572629],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033040292,0.0009039025,0.081610404,0.0001509078,0.00016545542,0.000043573003,0.020946689,0.05064997,0.006839034,0.0067271977,0.043692328,0.78794014],"study_design_scores_gemma":[0.0023316494,0.00033675964,0.37436792,0.000025220448,0.000056172295,0.0000120892855,0.0061926213,0.009721041,0.010817853,0.02688936,0.56846696,0.00078234414],"about_ca_topic_score_codex":0.00019236196,"about_ca_topic_score_gemma":0.000044209275,"teacher_disagreement_score":0.7871578,"about_ca_system_score_codex":0.00046342128,"about_ca_system_score_gemma":0.000017400609,"threshold_uncertainty_score":0.9963363},"labels":[],"label_agreement":null},{"id":"W2088348951","doi":"10.1115/ipc2008-64317","title":"Connecting the Environmental Management System and Environmental Impact Assessment for Pipeline Projects","year":2008,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canada Energy Regulator","funders":"","keywords":"Environmental consulting; Audit; Scope (computer science); Environmental impact assessment; Environmental management system; Pipeline (software); Risk analysis (engineering); Pipeline transport; Risk management; Business; Computer science; Environmental resource management; Process management; Engineering; Accounting; Environmental science","score_opus":0.016289200430655158,"score_gpt":0.27340882782735376,"score_spread":0.2571196273966986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088348951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98381156,0.000066270244,0.0048985905,0.00012807598,0.00012816786,0.0017398478,0.00009101045,0.000084930805,0.009051524],"genre_scores_gemma":[0.99238914,0.00016698605,0.004815734,0.00022976105,0.00008343595,0.0001904875,0.000090360256,0.00004779036,0.0019862973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782026,0.000096364165,0.00037080914,0.00055881485,0.0005597373,0.00059404434],"domain_scores_gemma":[0.99916506,0.000108239714,0.00015847928,0.0003503983,7.1957396e-7,0.00021708019],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038250294,0.0003729244,0.000276121,0.000032784956,0.0012190144,0.00005453908,0.00028904263,0.00008736465,0.0009605823],"category_scores_gemma":[0.0000037412058,0.00025058552,0.00017456361,0.00007822713,0.00036733234,0.00033458057,0.0005234374,0.00017142705,0.0001205273],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017027522,0.0013042834,0.9174747,0.000091692185,0.000419314,0.00012222862,0.004814569,0.0013310926,0.02437794,0.00051800604,0.0065416265,0.042834286],"study_design_scores_gemma":[0.0031143539,0.00058455666,0.946845,0.000029352273,0.0001848389,0.00044847903,0.01820671,0.020051286,0.001516481,0.00010320059,0.007981509,0.0009342467],"about_ca_topic_score_codex":0.00015806941,"about_ca_topic_score_gemma":0.000014629161,"teacher_disagreement_score":0.04190004,"about_ca_system_score_codex":0.0011892687,"about_ca_system_score_gemma":0.000006837477,"threshold_uncertainty_score":0.99999464},"labels":[],"label_agreement":null},{"id":"W2089203084","doi":"10.1111/j.1747-6593.2001.tb00304.x","title":"The Prevention of Oil and Chemical Pollution: Proactive Approaches in the UK and Canada","year":2001,"lang":"en","type":"article","venue":"Water and Environment Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Calgary Laboratory Services","funders":"Division of Chemistry","keywords":"Oil pollution; Pollution; Environmental planning; Pollution prevention; Environmental protection; Political science; Oil spill; Business; Environmental resource management; Environmental science; Engineering; Waste management; Ecology","score_opus":0.016858218502228968,"score_gpt":0.21275945901848317,"score_spread":0.1959012405162542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089203084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99623406,0.00015577328,0.000013039994,0.0017946676,0.00001774449,0.000051030696,0.000001409296,6.6180513e-7,0.0017315962],"genre_scores_gemma":[0.996882,0.0025676575,0.00005382498,0.00007709802,0.000024734003,0.000006733002,0.0000018525478,0.0000035581465,0.00038252134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924487,0.00007770939,0.00014701243,0.00010914364,0.00024016791,0.0001810965],"domain_scores_gemma":[0.999813,0.000017423437,0.000044269807,0.00006162708,3.4346508e-7,0.000063319574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003212979,0.000086432316,0.00007991662,0.000006540487,0.00024338714,0.000035352765,0.00007692171,0.000029569996,0.000079184545],"category_scores_gemma":[0.000002210241,0.00004216805,0.000015706495,0.000016236212,0.00030412676,0.00012724826,0.0001041909,0.00013832051,9.346377e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001230503,0.00024754845,0.8141264,0.000010432614,0.000072322975,0.000027798127,0.007751715,0.00014291536,0.016782045,0.00005637146,0.00027429283,0.16038515],"study_design_scores_gemma":[0.00073445024,0.000108749955,0.9836215,0.000011100652,0.000036386395,0.00030899074,0.005008913,0.00007386715,0.002243026,0.0016885452,0.0060081636,0.00015633441],"about_ca_topic_score_codex":0.008093101,"about_ca_topic_score_gemma":0.00648683,"teacher_disagreement_score":0.1694951,"about_ca_system_score_codex":0.00011804632,"about_ca_system_score_gemma":0.0000046428418,"threshold_uncertainty_score":0.9985121},"labels":[],"label_agreement":null},{"id":"W2090012928","doi":"10.3152/147154605781765517","title":"Social impact follow-up in Quebec, Canada: 25 years of environmental impact assessment practice","year":2005,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Government (linguistics); Environmental impact assessment; Political science; Environmental planning; Business; Environmental resource management; Economic growth; Public administration; Public relations; Geography; Economics","score_opus":0.015106377164789584,"score_gpt":0.3879735419542774,"score_spread":0.37286716478948784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090012928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913332,0.000086780485,0.00004015388,0.0005212116,0.00021293218,0.00086894823,0.00023182173,0.000036075016,0.0066688843],"genre_scores_gemma":[0.9978045,0.000116066505,0.001042148,0.00019866748,0.00021323023,0.00005923624,0.00014394383,0.000073620904,0.00034856287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953353,0.00047689164,0.00085212773,0.00069975224,0.0014830497,0.0011528776],"domain_scores_gemma":[0.99820346,0.0004847865,0.000582765,0.00037788125,0.000010264762,0.00034081755],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00086335355,0.00069268234,0.00083970017,0.00017967385,0.0002527111,0.00016487895,0.00044222703,0.00026505144,0.0017030004],"category_scores_gemma":[0.000064003914,0.0006135298,0.00039963174,0.00049588864,0.00039705803,0.0018727334,0.00045718823,0.00069927,0.000022200835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035163175,0.0013353889,0.91779697,0.000017485125,0.0004119958,0.00006141089,0.0040902635,0.00036475138,0.015373992,0.00004597996,0.0103333155,0.049816813],"study_design_scores_gemma":[0.0029034307,0.00063020724,0.9887912,0.000019946237,0.00011074873,0.000026643875,0.0019231325,0.00065969216,0.00018635001,0.000024159906,0.004047095,0.0006773431],"about_ca_topic_score_codex":0.73267454,"about_ca_topic_score_gemma":0.49461403,"teacher_disagreement_score":0.23806052,"about_ca_system_score_codex":0.00649969,"about_ca_system_score_gemma":0.0012239361,"threshold_uncertainty_score":0.9996316},"labels":[],"label_agreement":null},{"id":"W2090602828","doi":"10.1080/13549839.2014.936844","title":"Embracing sustainability: the incorporation of sustainability principles in municipal planning and policy in four mid-sized municipalities in Ontario, Canada","year":2014,"lang":"en","type":"article","venue":"Local Environment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of Ontario; Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Sustainability organizations; Social sustainability; Sustainability science; Stewardship (theology); Environmental planning; Intergenerational equity; Equity (law); Environmental resource management; Political science; Business; Public administration; Economics; Politics; Geography; Ecology","score_opus":0.01468359595879354,"score_gpt":0.2511366119509673,"score_spread":0.23645301599217378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090602828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967869,0.000025256359,0.000100120036,0.00086519856,0.000024774445,0.00059702195,0.0000023533773,0.000004080462,0.0015942786],"genre_scores_gemma":[0.9993277,0.000009129194,0.000056128214,0.00015699616,0.000011309646,0.000072975796,0.000006050617,0.000012398195,0.00034729842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772424,0.00043876655,0.00057732844,0.0003524495,0.0004264957,0.00048069694],"domain_scores_gemma":[0.99917465,0.00022361585,0.00015337428,0.00034712514,0.0000021002822,0.000099121346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010653249,0.00021389649,0.0003300341,0.00006977986,0.00009528478,0.000016166636,0.0002353944,0.00009464651,0.00009971606],"category_scores_gemma":[0.00018652424,0.00018296277,0.00003377004,0.00017604159,0.00061334233,0.0002153851,0.00052082783,0.00034756074,8.9126416e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007011934,0.00012047224,0.80796796,0.000032023287,0.0000035790563,0.000011552179,0.009227229,0.17995869,0.00009425028,0.0004958961,0.0000013828304,0.0020168673],"study_design_scores_gemma":[0.00081769936,0.00007753215,0.96680146,0.000024345381,0.0000048578186,0.0000013512497,0.015936365,0.003807328,0.00013606124,0.01155605,0.00066131505,0.00017564856],"about_ca_topic_score_codex":0.9866649,"about_ca_topic_score_gemma":0.99479365,"teacher_disagreement_score":0.17615135,"about_ca_system_score_codex":0.009964376,"about_ca_system_score_gemma":0.00027056126,"threshold_uncertainty_score":0.9938362},"labels":[],"label_agreement":null},{"id":"W2091156840","doi":"10.1080/14615517.2014.992673","title":"Targeting the transitions: applying stage-gate <sup>®</sup> thinking in strategic environmental assessment","year":2015,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Rigour; Strategic environmental assessment; Process (computing); Macro; Process management; Computer science; Product (mathematics); Stage (stratigraphy); New product development; Environmental impact assessment; Political science; Business; Management; Epistemology; Geology; Economics","score_opus":0.04212147586427811,"score_gpt":0.3722641780897364,"score_spread":0.3301427022254583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091156840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98308855,0.00012567402,0.0006892849,0.000451006,0.00015635976,0.0014901293,0.000074431024,0.000083541774,0.013841032],"genre_scores_gemma":[0.99576294,0.00013525444,0.0030525387,0.00021082009,0.00014638438,0.00030760674,0.00016768255,0.000058900132,0.00015788422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99585015,0.00056150864,0.00062463095,0.0006576934,0.0012201136,0.0010859164],"domain_scores_gemma":[0.99879134,0.00024287618,0.00024035032,0.00034750812,0.0000051365314,0.00037280953],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022021723,0.000563386,0.00045427913,0.00011392361,0.00067217817,0.00042486633,0.0004613265,0.00018209696,0.0007086167],"category_scores_gemma":[0.000021964981,0.0004080109,0.0001575177,0.00041100333,0.00045209413,0.0011492361,0.00040197745,0.0008203527,0.000048577454],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012886475,0.0011716406,0.91913575,0.00003272136,0.00017440644,0.000094645926,0.01955959,0.047439586,0.005150249,0.00079904654,0.00086751714,0.0054459837],"study_design_scores_gemma":[0.0091463495,0.0023177823,0.5535207,0.0001471745,0.00025737513,0.00011531415,0.17647666,0.24264784,0.0001537998,0.0066757933,0.005716551,0.0028247072],"about_ca_topic_score_codex":0.0015264084,"about_ca_topic_score_gemma":0.00007314919,"teacher_disagreement_score":0.3656151,"about_ca_system_score_codex":0.0014029401,"about_ca_system_score_gemma":0.00022556364,"threshold_uncertainty_score":0.99983716},"labels":[],"label_agreement":null},{"id":"W2091266505","doi":"10.3152/146155109x479440","title":"A conceptual basis and methodological framework for regional strategic environmental assessment (R-SEA)","year":2009,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Strategic environmental assessment; Cumulative effects; Futures contract; Environmental planning; Conceptual framework; Environmental resource management; Environmental impact assessment; Impact assessment; Political science; Process management; Management science; Business; Public administration; Environmental science; Sociology; Engineering","score_opus":0.12497111789897669,"score_gpt":0.46624913639684085,"score_spread":0.34127801849786416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091266505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837669,0.00013340924,0.008698112,0.0010369432,0.00015099227,0.0011635637,0.00014460436,0.00008158283,0.00482387],"genre_scores_gemma":[0.9108702,0.00024416702,0.08770343,0.0006429867,0.00018664349,0.00011183195,0.0001370911,0.00003082039,0.000072855684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996932,0.00037688998,0.00044221318,0.0007837159,0.0006689275,0.0007962242],"domain_scores_gemma":[0.9980862,0.0010111259,0.0002362654,0.00026598756,0.0000047052727,0.0003956859],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083215116,0.0005451856,0.00057744124,0.00007064224,0.00044387928,0.00021280207,0.0002436849,0.00031828292,0.0010024932],"category_scores_gemma":[0.00003883898,0.0004358715,0.0002210612,0.00014855844,0.0007700472,0.00054540084,0.00020153627,0.00046687492,0.000011646594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007042437,0.0028364605,0.80399525,0.000031530308,0.0004111753,0.00004266958,0.0031355144,0.00006124754,0.07079362,0.051989086,0.00412394,0.06187525],"study_design_scores_gemma":[0.001927256,0.0039506857,0.9606112,0.000024087825,0.00013178571,0.000060643222,0.0035325114,0.0008534093,0.00022582545,0.025931813,0.0019494349,0.0008013227],"about_ca_topic_score_codex":0.000102465296,"about_ca_topic_score_gemma":0.000009118304,"teacher_disagreement_score":0.15661596,"about_ca_system_score_codex":0.00047989713,"about_ca_system_score_gemma":0.00007368857,"threshold_uncertainty_score":0.9999107},"labels":[],"label_agreement":null},{"id":"W2091481524","doi":"10.3152/146155110x12881021614499","title":"Introduction to a special issue on cumulative effects assessment and management","year":2010,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cumulative effects; Impact assessment; Strategic environmental assessment; Environmental impact assessment; Political science; Environmental planning; Environmental science; Public administration","score_opus":0.01111066697911897,"score_gpt":0.3843842842737987,"score_spread":0.3732736172946798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091481524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9330884,0.000003218893,0.00016085409,0.00163745,0.0013898141,0.0015029635,0.000016801108,0.000064089094,0.062136363],"genre_scores_gemma":[0.98565906,0.0000620024,0.007902198,0.00040122992,0.0047030747,0.00017977056,0.000037749796,0.000045716453,0.0010091999],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997559,0.00014689175,0.00029464837,0.0007274448,0.0006919378,0.0005800956],"domain_scores_gemma":[0.9989939,0.00018147232,0.00012602875,0.00033145287,0.000006865253,0.0003603301],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000532462,0.00044159553,0.00035516787,0.000142545,0.0003718421,0.00023909567,0.00017922813,0.0001366,0.0018571612],"category_scores_gemma":[0.000026151809,0.00036188308,0.00008733643,0.0003229943,0.0002261726,0.0004997243,0.00041505788,0.0005007797,0.00015201503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056596176,0.0018918858,0.4574872,0.00014739818,0.00048647675,0.0000893234,0.0052344305,0.00019401217,0.031624984,0.005010249,0.14495705,0.35231104],"study_design_scores_gemma":[0.0012536672,0.0014145292,0.9229558,0.000019983308,0.00007139302,0.000015523474,0.00040092462,0.00032207347,0.0004431171,0.00028755373,0.07231764,0.00049777556],"about_ca_topic_score_codex":0.0002658239,"about_ca_topic_score_gemma":0.000098561955,"teacher_disagreement_score":0.46546865,"about_ca_system_score_codex":0.00036416884,"about_ca_system_score_gemma":0.000032012606,"threshold_uncertainty_score":0.9998833},"labels":[],"label_agreement":null},{"id":"W2091606881","doi":"10.5751/es-06152-190103","title":"Priming the Governance System for Climate Change Adaptation: The Application of a Social-Ecological Inventory to Engage Actors in Niagara, Canada","year":2014,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Brock University","funders":"Brock University","keywords":"Adaptation (eye); Corporate governance; Climate change; Ecology; Climate change adaptation; Priming (agriculture); Environmental resource management; Environmental ethics; Political science; Biology; Economics; Management","score_opus":0.01914924313644581,"score_gpt":0.24770912452900395,"score_spread":0.22855988139255815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091606881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99702066,0.00000957614,0.00016560807,0.0013810492,0.00008356836,0.0005405354,0.000012000077,0.000004873763,0.0007821524],"genre_scores_gemma":[0.9981078,0.00001706616,0.00012932044,0.0013866737,0.000040595707,0.00027705656,0.000002800105,0.000003885934,0.000034809167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993612,0.000116400945,0.00012643776,0.00012517715,0.000097831486,0.00017293754],"domain_scores_gemma":[0.9996219,0.00018430724,0.00009938014,0.00006399616,0.000002341529,0.000028029604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058870425,0.000063597254,0.0001078128,0.0000016520181,0.00040990792,0.000004860189,0.00012052358,0.00007008186,0.000016925494],"category_scores_gemma":[0.000020458518,0.00004137674,0.000037370373,0.000057248384,0.0001459435,0.00004774555,0.00009631176,0.0000941958,0.0000023465418],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035762067,0.000180223,0.913671,0.000119674994,0.000041695315,6.0625916e-7,0.05635403,0.0005098921,0.0013565585,0.011380458,0.002964283,0.013385801],"study_design_scores_gemma":[0.00016528234,0.00004161773,0.9876118,0.000002545125,0.000008220143,2.8498803e-7,0.005205018,0.0025678761,0.000032732252,0.000067440094,0.0042460365,0.00005115586],"about_ca_topic_score_codex":0.009268486,"about_ca_topic_score_gemma":0.11706202,"teacher_disagreement_score":0.10779353,"about_ca_system_score_codex":0.00038244625,"about_ca_system_score_gemma":0.000012600123,"threshold_uncertainty_score":0.9973289},"labels":[],"label_agreement":null},{"id":"W2092019858","doi":"10.3390/su5031208","title":"Advances in Sustainability: Contributions and Outcomes of the 2nd World Sustainability Forum","year":2013,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Sustainability; Multidisciplinary approach; Political science; Section (typography); Sustainability science; Engineering ethics; Sustainability organizations; Library science; Engineering; Business; Computer science; Law","score_opus":0.002957455543912053,"score_gpt":0.27761011781984013,"score_spread":0.27465266227592805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092019858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787701,0.00011265155,0.00008056498,0.016571004,0.00007492585,0.0026524395,0.000019006879,0.000026509053,0.001692798],"genre_scores_gemma":[0.9982698,0.00002120862,0.00003916297,0.00019139878,0.000008107469,0.00025281418,0.000002703376,0.000012389879,0.0012024436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972801,0.0004311957,0.00056399533,0.0005157897,0.00042992498,0.0007789716],"domain_scores_gemma":[0.99841493,0.0003265296,0.00018182013,0.00070213206,0.00018731173,0.00018729354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083555636,0.00026951474,0.00043167072,0.000056369005,0.0003173835,0.000042957003,0.00038517764,0.000110548266,0.00063417706],"category_scores_gemma":[0.0028574576,0.00019092955,0.00015983927,0.00069849833,0.0020392188,0.0010697369,0.0009184445,0.00032415724,0.000004950847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015721364,0.00039460434,0.9806027,0.00010174274,0.000006187792,0.0000012929833,0.00054214033,0.00019273815,0.000019339976,0.0026109025,0.00009347982,0.01541919],"study_design_scores_gemma":[0.00035626176,0.000041287047,0.7052086,0.0000034467212,0.000009480884,4.4409694e-7,0.008072738,0.00005208403,0.000084287625,0.2843452,0.0016833143,0.00014283085],"about_ca_topic_score_codex":0.008301699,"about_ca_topic_score_gemma":0.0047610025,"teacher_disagreement_score":0.2817343,"about_ca_system_score_codex":0.006069997,"about_ca_system_score_gemma":0.00020720878,"threshold_uncertainty_score":0.9983021},"labels":[],"label_agreement":null},{"id":"W2092265928","doi":"10.3390/ijerph110504634","title":"Drinking Water Quality Guidelines across Canadian Provinces and Territories: Jurisdictional Variation in the Context of Decentralized Water Governance","year":2014,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Context (archaeology); Corporate governance; Water quality; Variation (astronomy); Geography; Quality (philosophy); Environmental planning; Business; Ecology; Biology; Archaeology","score_opus":0.11028906246997135,"score_gpt":0.4658442240097212,"score_spread":0.35555516153974986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092265928","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39862442,0.57152826,0.000066710854,0.024984682,0.0013126483,0.0018506252,0.0010908952,0.0000070301694,0.00053475075],"genre_scores_gemma":[0.3396607,0.65963537,0.00006497393,0.00031281443,0.00018333177,0.00001357779,0.00006981242,0.00001202686,0.00004738291],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99518657,0.0009406008,0.0012297602,0.00026606608,0.0017186498,0.00065833697],"domain_scores_gemma":[0.9987285,0.00026144576,0.0004563179,0.00013738284,0.000028779825,0.00038757588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006588274,0.00021186915,0.00061638054,0.00011455275,0.00026168727,0.00018328156,0.0006614947,0.00014104642,0.00036581155],"category_scores_gemma":[0.00012976684,0.00011570124,0.000115954754,0.00007132766,0.00060123514,0.00050427625,0.0003260233,0.0005898285,0.000012796474],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040305364,0.00044732628,0.03003829,0.00034222763,0.00016952257,0.000024319628,0.008942941,0.0000024500985,0.00005233723,0.00026379878,0.0003860032,0.9592905],"study_design_scores_gemma":[0.00051194394,0.00024090386,0.054597475,0.0005116233,0.000008812557,0.00007807375,0.0013597952,0.000006266705,0.000006090468,0.00047843967,0.9420517,0.00014889413],"about_ca_topic_score_codex":0.050841797,"about_ca_topic_score_gemma":0.03328518,"teacher_disagreement_score":0.9591416,"about_ca_system_score_codex":0.0021282549,"about_ca_system_score_gemma":0.0002216238,"threshold_uncertainty_score":0.98435485},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.008650360496019274,"score_gpt":0.30768177854122475,"score_spread":0.2990314180452055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092307719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9632661,0.00006874226,0.00052694156,0.0016843564,0.00013165569,0.00047680462,0.000014371951,0.000009445487,0.03382161],"genre_scores_gemma":[0.9916406,0.0015100143,0.0038769704,0.0008849464,0.0001684772,0.00003437344,0.000034478122,0.00003895144,0.0018111384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967312,0.00027199235,0.001046548,0.0004070632,0.00097316684,0.0005700136],"domain_scores_gemma":[0.99909604,0.0000754636,0.0005149368,0.00017224012,0.0000015532477,0.00013975782],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006639255,0.00036160403,0.00041276813,0.00023188071,0.00018052857,0.00007297824,0.00026277202,0.00011919846,0.001771206],"category_scores_gemma":[0.000007826805,0.00035314923,0.000107256616,0.00030840628,0.00027051498,0.0011452785,0.0004665436,0.00045988968,0.000045938275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044066175,0.0026588407,0.96917635,0.00002507165,0.00006199344,0.00018298249,0.0008599502,0.008550985,0.011728657,0.0038260368,0.00044567962,0.0024393678],"study_design_scores_gemma":[0.002283417,0.00029955522,0.9792553,0.000044678858,0.00004835105,0.00002629257,0.0018494808,0.0004279035,0.00021068168,0.005797788,0.00939514,0.00036138052],"about_ca_topic_score_codex":0.0004575728,"about_ca_topic_score_gemma":0.0001337089,"teacher_disagreement_score":0.03201047,"about_ca_system_score_codex":0.0027107275,"about_ca_system_score_gemma":0.000023169412,"threshold_uncertainty_score":0.99989206},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.06990690666407079,"score_gpt":0.3937072699774275,"score_spread":0.3238003633133567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092465862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934885,0.0012672216,0.000014447494,0.0006432792,0.00004848021,0.00076489925,0.000045454293,0.000011461824,0.0037162497],"genre_scores_gemma":[0.9598824,0.037150923,0.0019760672,0.0007399463,0.00008611471,0.000025237345,0.000012092498,0.000026183341,0.000101026926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973569,0.00023008889,0.0007191411,0.00040424577,0.00064547133,0.0006441906],"domain_scores_gemma":[0.99890274,0.0000659273,0.0005367077,0.00022084962,0.000001323286,0.000272434],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00075222686,0.00043826445,0.0005060188,0.00023210004,0.00034194483,0.00015014944,0.00027773777,0.00010970749,0.00011819471],"category_scores_gemma":[0.000006785904,0.0003808631,0.00010209529,0.00015949017,0.00030039393,0.0013576715,0.00089615275,0.00040361815,0.0000050261897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022988683,0.0020781844,0.7059745,0.00015971901,0.00024903266,0.0002131318,0.0036224702,0.00011661519,0.017178964,0.0010897565,0.000121871824,0.26896584],"study_design_scores_gemma":[0.0018192616,0.00093485275,0.99193275,0.00017518719,0.00009065646,0.00010254878,0.0022188507,0.0007269587,0.00006586219,0.00065808825,0.0008837877,0.0003911739],"about_ca_topic_score_codex":0.00011590189,"about_ca_topic_score_gemma":0.000012956015,"teacher_disagreement_score":0.28595823,"about_ca_system_score_codex":0.0010794766,"about_ca_system_score_gemma":0.000011125876,"threshold_uncertainty_score":0.99986434},"labels":[],"label_agreement":null},{"id":"W2093135010","doi":"10.3152/147154606781765192","title":"Water assessment in the Netherlands","year":2006,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Spatial planning; Environmental planning; Strategic environmental assessment; Process (computing); Environmental impact assessment; Impact assessment; Water infrastructure; Environmental resource management; Government (linguistics); Environmental science; Business; Computer science; Water resource management; Water supply; Environmental engineering; Political science; Public administration","score_opus":0.01554304717260003,"score_gpt":0.37197249850010283,"score_spread":0.3564294513275028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093135010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9207543,0.000019610938,0.00019458229,0.0007726395,0.00013183885,0.0005366173,0.000010599556,0.000034418994,0.07754536],"genre_scores_gemma":[0.9983208,0.000023876793,0.0007486935,0.00022611063,0.00017107002,0.00010232895,0.00009037553,0.000024560892,0.0002921381],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997705,0.0002999978,0.0003364785,0.00036082062,0.00063026475,0.0006674472],"domain_scores_gemma":[0.9994144,0.00016813491,0.00007714649,0.0002668601,0.00000311412,0.00007035458],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095390616,0.00031748042,0.00025868663,0.00006612083,0.00026113333,0.00023196031,0.00030595603,0.000111198795,0.0009990426],"category_scores_gemma":[0.0000044758044,0.0001687425,0.0001091112,0.00024427765,0.0002244233,0.00048043468,0.00020010806,0.0004111717,0.00004659858],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020519628,0.00039412678,0.9850353,0.0000055015284,0.000017549071,0.000023509108,0.0012811931,0.00012113495,0.0055630053,0.00029279993,0.0051021157,0.0021432356],"study_design_scores_gemma":[0.0009460359,0.00029323777,0.98993814,0.0000068111185,0.000022941496,0.000023421258,0.0008940388,0.00059380184,0.00017673477,0.0010406747,0.0057644667,0.000299725],"about_ca_topic_score_codex":0.004569613,"about_ca_topic_score_gemma":0.000518269,"teacher_disagreement_score":0.07756652,"about_ca_system_score_codex":0.00031340992,"about_ca_system_score_gemma":0.00004367263,"threshold_uncertainty_score":0.99991417},"labels":[],"label_agreement":null},{"id":"W2093276343","doi":"10.1080/14615517.2013.872848","title":"A basic need for integration – bringing focus to the scoping process","year":2014,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Legislation; Process (computing); Sustainability; Process management; Focus (optics); Engineering ethics; Political science; Computer science; Environmental planning; Management science; Business; Engineering; Law; Environmental science","score_opus":0.022881807672303703,"score_gpt":0.4043609451065919,"score_spread":0.3814791374342882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093276343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9474918,0.000013917028,0.040227737,0.0012340815,0.00022159629,0.0016926707,0.000012662786,0.00006189076,0.009043598],"genre_scores_gemma":[0.99676824,0.0000062747936,0.0023110944,0.00029646725,0.00020280048,0.00028517234,0.00001750341,0.000027705188,0.00008475909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854636,0.000098272474,0.00022616968,0.00032936895,0.0003460142,0.00045381475],"domain_scores_gemma":[0.9992807,0.00027697167,0.00010592681,0.00018655583,0.000008077752,0.00014178794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071576267,0.000239937,0.00021774304,0.000052830015,0.00042295558,0.00022905858,0.00021653439,0.00006410591,0.00011643191],"category_scores_gemma":[0.00009994836,0.00015718499,0.0000906905,0.00026675337,0.000085809654,0.00043552782,0.00013938517,0.00015076685,0.000020324722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033432397,0.00046349494,0.5018166,0.0001500826,0.00015994546,0.0000020718865,0.015461665,0.001452062,0.027289951,0.0013786199,0.00743511,0.4440561],"study_design_scores_gemma":[0.0042474484,0.0036432794,0.89793503,0.00063893286,0.0002245624,0.000033878663,0.007677956,0.06665583,0.007852713,0.002657021,0.0065917564,0.0018416161],"about_ca_topic_score_codex":0.0005299452,"about_ca_topic_score_gemma":0.00024564858,"teacher_disagreement_score":0.44221446,"about_ca_system_score_codex":0.00018740332,"about_ca_system_score_gemma":0.00004808226,"threshold_uncertainty_score":0.6409818},"labels":[],"label_agreement":null},{"id":"W2093388913","doi":"10.3152/147154606781765066","title":"Environmental assessment of Canadian trade and investment negotiations","year":2006,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Negotiation; Investment (military); International trade; Government (linguistics); Business; Perspective (graphical); Promotion (chess); Trade promotion; Trade barrier; Foreign direct investment; Economics; Free trade; Political science; Computer science","score_opus":0.0158777061781598,"score_gpt":0.3379082259328002,"score_spread":0.32203051975464037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093388913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9524435,0.00007203732,0.000083997606,0.00041813144,0.00010901298,0.00058814394,0.000172987,0.000027034017,0.046085197],"genre_scores_gemma":[0.9953023,0.00013439285,0.003977893,0.0001755563,0.000070370435,0.0000489702,0.00013780854,0.000031320218,0.00012138491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979607,0.00013426512,0.00041454242,0.00041379753,0.00050799537,0.00056872034],"domain_scores_gemma":[0.9991321,0.000114128685,0.00018786671,0.00022249018,0.0000017968064,0.0003416403],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003053761,0.00035244718,0.00034675165,0.00026326696,0.00032045483,0.00009640868,0.00015061566,0.00013542974,0.0007075332],"category_scores_gemma":[0.000006091235,0.00030896344,0.0001025985,0.00035218243,0.000460555,0.00050570344,0.00016554336,0.00022995143,0.0000066117145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007382799,0.00029969084,0.97982055,0.000010901646,0.00005746077,0.000007455651,0.0004415919,0.000092857736,0.012829851,0.0016458423,0.0026244547,0.002161984],"study_design_scores_gemma":[0.000794035,0.00034492472,0.99162817,0.000009934976,0.000063643405,0.00001988769,0.00051106984,0.0010050527,0.00021976634,0.0004668136,0.004601042,0.00033564193],"about_ca_topic_score_codex":0.10013589,"about_ca_topic_score_gemma":0.013911768,"teacher_disagreement_score":0.086224124,"about_ca_system_score_codex":0.00062978873,"about_ca_system_score_gemma":0.00016408421,"threshold_uncertainty_score":0.9999362},"labels":[],"label_agreement":null},{"id":"W2093535347","doi":"10.7901/2169-3358-2003-1-1151","title":"Environmental Damage Assessment - Canadian Style","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Damages; Process (computing); Environmental restoration; Compensation (psychology); Risk analysis (engineering); Environmental planning; Enforcement; Environmental impact assessment; Environmental resource management; Business; Computer science; Environmental science; Political science; Psychology; Law","score_opus":0.013143733743794458,"score_gpt":0.260150259086365,"score_spread":0.24700652534257056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093535347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5683097,0.0000033886415,0.000027134654,0.00047468877,0.00023991222,0.00006180244,0.000029141716,0.000023358214,0.43083084],"genre_scores_gemma":[0.99075097,0.00006349235,0.001542643,0.00084989966,0.000053234,0.000040889605,0.000028731312,0.000023949011,0.006646165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981596,0.000016275126,0.0002575877,0.0004218381,0.0006751956,0.00046949834],"domain_scores_gemma":[0.99933344,0.000012696996,0.000116612995,0.00010166508,0.000011153737,0.00042445763],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023347349,0.00024093238,0.00015482318,0.000071039125,0.00024466362,0.0001915611,0.00046560564,0.000101157115,0.02783145],"category_scores_gemma":[0.00003421041,0.00024275458,0.000074105,0.00009955755,0.00022009324,0.00061168626,0.00014109018,0.00024004339,0.0012517205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007803795,0.00020561073,0.9352409,0.0000049839828,0.00005813047,0.000021436135,0.0010644388,0.000014837397,0.037728783,0.014072074,0.0023793236,0.009201658],"study_design_scores_gemma":[0.00093599904,0.0001321023,0.7954204,0.000030091278,0.000028826908,0.00003244926,0.002576052,0.00095930154,0.0034579062,0.003635964,0.19202091,0.0007699721],"about_ca_topic_score_codex":0.007997551,"about_ca_topic_score_gemma":0.00299025,"teacher_disagreement_score":0.42418468,"about_ca_system_score_codex":0.0014840133,"about_ca_system_score_gemma":0.000058707577,"threshold_uncertainty_score":0.9995259},"labels":[],"label_agreement":null},{"id":"W2094463197","doi":"10.3152/147154601781766871","title":"Roles and stakes in environmental impact assessment follow-up","year":2001,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada; Ministry of Transportation of Ontario","funders":"","keywords":"Environmental impact assessment; Environmental planning; Cumulative effects; Process (computing); Key (lock); Political science; Environmental resource management; Process management; Business; Computer science; Environmental science; Computer security","score_opus":0.021145834036832095,"score_gpt":0.37974193036688425,"score_spread":0.3585960963300522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094463197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887645,0.000180465,0.00013452147,0.0002001948,0.00020453149,0.0008296789,0.000075027965,0.00006614348,0.009544883],"genre_scores_gemma":[0.9971202,0.0009416673,0.0010797911,0.00011144106,0.000102449034,0.00009183862,0.000113243594,0.00006218665,0.00037720017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996522,0.00028846838,0.0005425351,0.00077843596,0.00083800365,0.0010305543],"domain_scores_gemma":[0.9987689,0.00023725844,0.00021669248,0.00034762936,0.0000032637572,0.0004262154],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000729546,0.00066988636,0.0006102411,0.00018376627,0.00033777335,0.00029059238,0.00027084767,0.000224291,0.001960805],"category_scores_gemma":[0.00002032404,0.00053984474,0.0002023838,0.00035670205,0.00046255699,0.0012609176,0.00046952802,0.00053069496,0.00003604097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013300787,0.00044444003,0.9677512,0.000008131142,0.00009043658,0.00005231681,0.0017054188,0.00006055055,0.008349682,0.00003625809,0.00057864294,0.020789886],"study_design_scores_gemma":[0.0028081122,0.00089358486,0.9899827,0.000026203606,0.000054809123,0.000086865366,0.0021907107,0.0015838946,0.00007635985,0.0002435718,0.0013966146,0.0006565377],"about_ca_topic_score_codex":0.0024727436,"about_ca_topic_score_gemma":0.00058847625,"teacher_disagreement_score":0.022231508,"about_ca_system_score_codex":0.00111605,"about_ca_system_score_gemma":0.00011014279,"threshold_uncertainty_score":0.9997053},"labels":[],"label_agreement":null},{"id":"W2094986318","doi":"10.1080/14615517.2014.981023","title":"The significance spectrum and EIA significance determinations","year":2015,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Impact","funders":"","keywords":"Judgement; Statistical significance; CLARITY; Clinical significance; Process (computing); Computer science; Statistics; Political science; Mathematics; Law; Biology","score_opus":0.031496437841527156,"score_gpt":0.3858885386442155,"score_spread":0.35439210080268835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094986318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777383,0.00012836524,0.00041484856,0.0010907754,0.00026148692,0.00068770756,0.000023216146,0.000055698307,0.01959959],"genre_scores_gemma":[0.99799836,0.00016204832,0.0008416844,0.0000856717,0.00010632208,0.00009724204,0.000010178593,0.000022570848,0.0006759422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982615,0.00016635018,0.00023833849,0.00035314445,0.00048617757,0.0004944988],"domain_scores_gemma":[0.9990067,0.00032927157,0.00013431336,0.00023033831,0.0000066443345,0.00029276393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006381157,0.00026146247,0.00020083025,0.000030595147,0.00053339935,0.00030402487,0.00021295897,0.00007717105,0.00008974088],"category_scores_gemma":[0.000057887588,0.00017514515,0.00005606989,0.00022437867,0.00059137127,0.0005387441,0.00024068744,0.00023175277,0.000028578837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009284655,0.0002142956,0.94677866,0.000010038417,0.00007590047,0.000016484077,0.0029056743,0.00005151489,0.0039310125,0.00093531184,0.008607386,0.036380883],"study_design_scores_gemma":[0.0009975657,0.00067115796,0.97337353,0.000009764256,0.00004607841,0.00003180807,0.0023935316,0.0018992216,0.00035921764,0.002293972,0.017457016,0.00046712725],"about_ca_topic_score_codex":0.0010880404,"about_ca_topic_score_gemma":0.00029291568,"teacher_disagreement_score":0.035913754,"about_ca_system_score_codex":0.00030611956,"about_ca_system_score_gemma":0.0001195684,"threshold_uncertainty_score":0.7142212},"labels":[],"label_agreement":null},{"id":"W2095159432","doi":"10.3152/146155111x12913679730359","title":"A potential role for EIA in Finnish forest planning: learning from experiences in Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Environmental planning; Environmental resource management; Geography; Environmental protection; Environmental science","score_opus":0.030827642054701204,"score_gpt":0.32846012178233785,"score_spread":0.2976324797276366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095159432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934191,0.00003324343,0.00011908483,0.00002030017,0.00019553956,0.0004929454,0.000011003665,0.000015495383,0.0056932876],"genre_scores_gemma":[0.99829006,0.000005602448,0.0012103777,0.00004560611,0.000036632664,0.00020132167,0.0000659366,0.000019448391,0.00012503454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998343,0.00008628919,0.0003039058,0.0003833097,0.000333036,0.00055044336],"domain_scores_gemma":[0.99952394,0.00011551148,0.00011791218,0.00011034639,0.0000027333626,0.00012956142],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022788763,0.00025610405,0.0002846614,0.000059353337,0.00014462591,0.000069502465,0.00019409126,0.0001028057,0.001135329],"category_scores_gemma":[0.000020688696,0.00022703873,0.00005927767,0.00014353482,0.00009300949,0.00047225115,0.00015235865,0.00033306173,0.000001967838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012000499,0.00013706124,0.97314537,0.0000023469352,0.000016535258,0.000028636561,0.024555482,0.00036848412,0.0004484514,0.0000071590443,0.0002456084,0.000924838],"study_design_scores_gemma":[0.0010528275,0.00033168917,0.9776272,0.000019859506,0.000011167846,0.0000028112374,0.017881935,0.0018289433,0.00009008977,0.00023328238,0.0006298892,0.00029030963],"about_ca_topic_score_codex":0.9831944,"about_ca_topic_score_gemma":0.97382617,"teacher_disagreement_score":0.009368254,"about_ca_system_score_codex":0.0008801501,"about_ca_system_score_gemma":0.00037436018,"threshold_uncertainty_score":0.9997778},"labels":[],"label_agreement":null},{"id":"W2095656484","doi":"10.1080/14615517.2015.1039382","title":"Selection of valued ecosystem components in cumulative effects assessment: lessons from Canadian road construction projects","year":2015,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Selection (genetic algorithm); Context (archaeology); Cumulative effects; Process (computing); Environmental resource management; Component (thermodynamics); Computer science; Environmental planning; Operations research; Geography; Environmental science; Engineering; Ecology; Artificial intelligence; Biology","score_opus":0.04562866131505549,"score_gpt":0.3849727119913425,"score_spread":0.339344050676287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095656484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98758656,0.00001836047,0.0003225544,0.00008847632,0.00038242323,0.0011895703,0.00012696396,0.00004118125,0.010243941],"genre_scores_gemma":[0.9936491,0.000016695942,0.005883815,0.00003090632,0.00007380883,0.000082766666,0.00020221074,0.00003398682,0.000026678532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970832,0.0005689815,0.0004973789,0.0005220995,0.0007046137,0.0006237167],"domain_scores_gemma":[0.9988363,0.00016872557,0.00032392857,0.00020159507,0.000021451959,0.0004480339],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006788838,0.000395176,0.00055557047,0.0002544422,0.00017540401,0.000100407124,0.00019505713,0.00021876917,0.00016881218],"category_scores_gemma":[0.00005104493,0.0003556286,0.000102929975,0.00059201923,0.00019008762,0.00083150784,0.00015010103,0.00037825093,0.0000131961915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007109105,0.00025151146,0.98633856,0.000023224678,0.000101988735,0.000011877502,0.0019274395,0.0002867175,0.005783985,0.00011313119,0.00020572986,0.0048847743],"study_design_scores_gemma":[0.002420954,0.00056867907,0.9749531,0.00007454477,0.00006201827,0.000012811329,0.0015974393,0.018784821,0.0007764112,0.0002571871,0.000099659344,0.0003923831],"about_ca_topic_score_codex":0.30327058,"about_ca_topic_score_gemma":0.05102395,"teacher_disagreement_score":0.25224662,"about_ca_system_score_codex":0.002158733,"about_ca_system_score_gemma":0.0005575296,"threshold_uncertainty_score":0.99988955},"labels":[],"label_agreement":null},{"id":"W2095773283","doi":"10.1897/ieam_2007-017.1","title":"Design and application of a transparent and scalable weight-of-evidence framework: An example from Wabamun Lake, Alberta, Canada","year":2007,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; Golder Associates (Canada)","funders":"","keywords":"Weighting; Ecosystem; Variety (cybernetics); Judgement; Process (computing); Aquatic ecosystem; Computer science; Scalability; Ranking (information retrieval); A priori and a posteriori; Environmental science; Environmental resource management; Ecology; Artificial intelligence; Political science; Biology; Database","score_opus":0.037665312940218305,"score_gpt":0.2820551310985933,"score_spread":0.24438981815837502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095773283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.891928,0.00016723755,0.1062695,0.00008106854,0.00006160027,0.0007818268,0.000029644782,0.000011528647,0.0006695901],"genre_scores_gemma":[0.97342676,0.0017073122,0.024378182,0.00012195079,0.000012189171,0.0000467992,0.000079210346,0.000021653756,0.00020595794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980575,0.00007617161,0.00046886568,0.0005508039,0.0005104778,0.00033620506],"domain_scores_gemma":[0.9990496,0.00022164239,0.00020757088,0.0002802538,0.000002307054,0.0002386332],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000399825,0.0002970248,0.0003291701,0.00004320728,0.00014755885,0.000026684933,0.00018691248,0.00009974605,0.00047216343],"category_scores_gemma":[0.0000017921428,0.00024541985,0.000028654447,0.00011883949,0.0004174514,0.00038976572,0.0002533499,0.00015654853,0.0000025071538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025360883,0.00091615197,0.7683788,0.00009145816,0.00028431052,0.00002165095,0.002180766,0.0006295305,0.04243655,0.00086034497,0.00015509543,0.18379174],"study_design_scores_gemma":[0.00079531653,0.00033754908,0.98063743,0.00011817924,0.00018800868,0.0000028405325,0.00307372,0.0037857324,0.0066993847,0.0014205261,0.0025211507,0.0004201472],"about_ca_topic_score_codex":0.4063644,"about_ca_topic_score_gemma":0.19982947,"teacher_disagreement_score":0.21225865,"about_ca_system_score_codex":0.00033295664,"about_ca_system_score_gemma":0.000011617576,"threshold_uncertainty_score":0.9999998},"labels":[],"label_agreement":null},{"id":"W2095778348","doi":"10.1142/s146433321340005x","title":"THE ROLE OF STRATEGIC ENVIRONMENTAL ASSESSMENTS FOR EMERGING MARINE RENEWABLE ENERGY SECTORS: THE NOVA SCOTIAN EXAMPLE","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":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of Nova Scotia","funders":"","keywords":"Nova scotia; Renewable energy; Sustainability; Environmental impact assessment; Bay; Environmental planning; Stakeholder; Government (linguistics); Business; Nova (rocket); Offshore wind power; Environmental resource management; Environmental protection; Wind power; Geography; Engineering; Political science; Environmental science; Civil engineering","score_opus":0.017658225455635085,"score_gpt":0.28012107984408685,"score_spread":0.26246285438845174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095778348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9537779,0.0005122556,0.0013003398,0.0013075015,0.00062343,0.0018143419,0.00007434069,0.000018674456,0.04057121],"genre_scores_gemma":[0.9909326,0.0029048265,0.0022418723,0.00040091437,0.00021021173,0.00010066118,0.000022539654,0.000046536315,0.003139857],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968569,0.0001834919,0.00094955513,0.00036479053,0.00097183074,0.00067337684],"domain_scores_gemma":[0.99819416,0.00021246653,0.00089962175,0.00043457706,0.0000045958664,0.00025460665],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007278871,0.000409179,0.00040072468,0.00010083977,0.0006714047,0.00017627027,0.00070841453,0.00009007334,0.0015122779],"category_scores_gemma":[0.000005469401,0.0002636415,0.00026012678,0.00016445492,0.000629642,0.000673189,0.0009785991,0.00022629945,0.000016806183],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042672377,0.005391964,0.3274962,0.00018292047,0.0033542966,0.00003548382,0.0018109147,0.005199977,0.21180208,0.019237371,0.011478529,0.41358355],"study_design_scores_gemma":[0.0037372946,0.002053381,0.7334661,0.00008175899,0.00052541896,0.00007353152,0.019932035,0.0024803984,0.0052344846,0.05790256,0.17351992,0.0009931405],"about_ca_topic_score_codex":0.0038978746,"about_ca_topic_score_gemma":0.00021199,"teacher_disagreement_score":0.4125904,"about_ca_system_score_codex":0.000789373,"about_ca_system_score_gemma":0.000023731312,"threshold_uncertainty_score":0.9999816},"labels":[],"label_agreement":null},{"id":"W2098487590","doi":"10.1007/s00267-009-9315-7","title":"A Template for Integrated Community Sustainability Planning","year":2009,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; Royal Roads University","funders":"Infrastructure Canada","keywords":"Sustainability; Plan (archaeology); Accountability; Politics; Sustainable development; Environmental resource management; Process (computing); Community engagement; Process management; Community development; Environmental planning; Sustainable community; Business; Sociology; Political science; Public relations; Ecology; Geography; Computer science; Economics","score_opus":0.014258271155007132,"score_gpt":0.28754689778750897,"score_spread":0.27328862663250186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098487590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9666417,0.000026370131,0.00650237,0.00046134714,0.00010764775,0.0015041272,0.000037517766,0.00010951539,0.024609406],"genre_scores_gemma":[0.9917607,0.00001673011,0.0034476279,0.0010281802,0.000025901314,0.000109705994,0.00011952537,0.000023178607,0.0034685081],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982411,0.00015065406,0.00031491194,0.00037192437,0.00036365405,0.00055771915],"domain_scores_gemma":[0.99921453,0.000048136764,0.000105799554,0.00045155443,0.0000011537445,0.00017881785],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048186036,0.00029889023,0.00022303224,0.000040713436,0.0006816197,0.000052372157,0.00041548672,0.000081426806,0.0010814971],"category_scores_gemma":[0.000011274644,0.00029042398,0.00013654293,0.00012551519,0.00023405733,0.00033372093,0.0003449833,0.00027228144,0.00020268516],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082273484,0.008414951,0.39386454,0.00015110674,0.00038591382,0.00014610711,0.008234133,0.011499415,0.017837191,0.0016553153,0.031487506,0.5255011],"study_design_scores_gemma":[0.0014311341,0.00068102736,0.92054313,0.000020535366,0.00007242316,0.0000043811438,0.0070862244,0.00036508977,0.00083495997,0.018095547,0.050304435,0.0005611078],"about_ca_topic_score_codex":0.000094503564,"about_ca_topic_score_gemma":0.0000058058645,"teacher_disagreement_score":0.52667856,"about_ca_system_score_codex":0.0015326312,"about_ca_system_score_gemma":0.000002938497,"threshold_uncertainty_score":0.9999548},"labels":[],"label_agreement":null},{"id":"W2099547576","doi":"10.5673/sip.53.1.2","title":"Challenges in the Public Participation and the Decision Making Process","year":2015,"lang":"en","type":"article","venue":"Sociologija i prostor","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Croatian; Public participation; Political science; Geography; Environmental planning; Public relations; Computer science; Linguistics","score_opus":0.13327700688547114,"score_gpt":0.37735032408244673,"score_spread":0.2440733171969756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099547576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98566055,0.0005376043,0.000026519521,0.007069743,0.00007415126,0.00038456504,7.9595907e-7,0.000013532418,0.0062325494],"genre_scores_gemma":[0.9987789,0.00017365343,0.000080023296,0.00076632074,0.000036382593,0.00013982231,0.0000012304275,0.0000046738846,0.000018985635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989664,0.00028504504,0.00012095618,0.00016572137,0.00025894959,0.00020291567],"domain_scores_gemma":[0.99955297,0.00021496724,0.00006218151,0.00012776858,0.0000031481577,0.000038971597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014916455,0.00008077159,0.000093981085,0.000008163765,0.00016172811,0.000037092563,0.0002049769,0.00006694598,0.000035779598],"category_scores_gemma":[0.00031540205,0.000039104754,0.000021283891,0.00007304865,0.0005583169,0.00022302913,0.00011882636,0.00013866239,0.00005759575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013832084,0.00023401217,0.75719774,0.000008421476,0.000011299319,0.0000056993085,0.08301521,0.00007561978,0.00006311902,0.0035357047,0.0009612624,0.1547536],"study_design_scores_gemma":[0.0009932069,0.00010195582,0.9248729,0.000009794147,0.000008029894,0.0000033388915,0.01803515,0.00022857495,0.000008778948,0.054081738,0.0015453327,0.000111198264],"about_ca_topic_score_codex":0.000015312244,"about_ca_topic_score_gemma":0.00010311466,"teacher_disagreement_score":0.16767517,"about_ca_system_score_codex":0.00012407574,"about_ca_system_score_gemma":0.000008161746,"threshold_uncertainty_score":0.20571418},"labels":[],"label_agreement":null},{"id":"W2101465865","doi":"10.3390/su1030441","title":"Linkage-Based Frameworks for Sustainability Assessment: Making a Case for Driving Force-Pressure-State-Exposure-Effect-Action (DPSEEA) Frameworks","year":2009,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Linkage (software); Sustainability; Conceptual framework; Process management; Action (physics); Sustainable development; Institution; Risk analysis (engineering); Management science; Computer science; Business; Engineering; Political science; Sociology","score_opus":0.00979565696615623,"score_gpt":0.34287370900326647,"score_spread":0.3330780520371102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101465865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6593859,0.00003809083,0.331461,0.002376349,0.00028744256,0.005836709,0.000056560857,0.00020995559,0.00034795704],"genre_scores_gemma":[0.9887363,0.0000029872974,0.008502044,0.0008821088,0.0001782426,0.0010672967,0.00005599896,0.00006637092,0.000508667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99526066,0.00052000093,0.0008013416,0.0012714363,0.0006259041,0.00152069],"domain_scores_gemma":[0.99660134,0.0013535055,0.00041684828,0.0010250385,0.00022208551,0.00038119953],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025761428,0.0006535365,0.00071635604,0.00009168126,0.0013339897,0.00028176166,0.00046636653,0.0011954014,0.0002714985],"category_scores_gemma":[0.0027041617,0.00064386986,0.0006047997,0.00044625642,0.00050507765,0.00084560434,0.00021612713,0.0015211429,0.0000037684704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012497164,0.0022927064,0.70964575,0.0015905069,0.00015147628,0.00020582735,0.002028696,0.057213783,0.00049532944,0.0012220069,0.0006389069,0.22326532],"study_design_scores_gemma":[0.0047467225,0.0050033727,0.51738465,0.0001131448,0.00045233264,0.000039165483,0.0043829805,0.08029553,0.0010753665,0.37840492,0.0061894404,0.0019123919],"about_ca_topic_score_codex":0.00023033339,"about_ca_topic_score_gemma":0.00015801506,"teacher_disagreement_score":0.37718293,"about_ca_system_score_codex":0.006354836,"about_ca_system_score_gemma":0.00026935208,"threshold_uncertainty_score":0.99996614},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.010344553243326579,"score_gpt":0.32695536755705,"score_spread":0.31661081431372345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101511566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941047,0.00008075334,0.0014829269,0.00048396632,0.00030776116,0.0019019132,0.000012207887,0.000012378052,0.0016133825],"genre_scores_gemma":[0.9910374,0.001158049,0.0066146054,0.0004436926,0.00013539393,0.00019353416,0.000012818278,0.000033265722,0.00037123816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99711514,0.00025659215,0.0008621458,0.00038884595,0.00077985984,0.00059743994],"domain_scores_gemma":[0.99867505,0.00017173594,0.0006666778,0.00016969323,0.0000062604213,0.00031056412],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00069803745,0.0004098487,0.00054283254,0.0002757622,0.00023406468,0.00028012018,0.00029481476,0.000109433,0.0004885407],"category_scores_gemma":[0.000010329897,0.0003365823,0.00024055295,0.00024013175,0.00016547304,0.0027865819,0.00035178362,0.0002776308,0.000031576456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015692475,0.00320566,0.88476866,0.00033896248,0.00097071443,0.000042184736,0.0016949303,0.010815419,0.040846217,0.0025257498,0.0014339768,0.05320061],"study_design_scores_gemma":[0.002570699,0.0010460434,0.9851496,0.00016629572,0.00010444926,0.000023499544,0.0016844362,0.0038903437,0.00022102952,0.0038776142,0.0009095404,0.00035641153],"about_ca_topic_score_codex":0.00036014008,"about_ca_topic_score_gemma":0.000051857845,"teacher_disagreement_score":0.10038099,"about_ca_system_score_codex":0.0029008642,"about_ca_system_score_gemma":0.000026043013,"threshold_uncertainty_score":0.9999086},"labels":[],"label_agreement":null},{"id":"W2103266062","doi":"10.1684/ers.2011.0425","title":"ISES-ISEE 2010TECHNOLOGY, ENVIRONMENTAL SUSTAINABILITY AND HEALTH","year":2011,"lang":"en","type":"article","venue":"Environnement Risques & Sante","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Sustainability; Humanities; Art","score_opus":0.019212671248247444,"score_gpt":0.27094565066081117,"score_spread":0.25173297941256373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103266062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98467577,0.0005234042,0.00030369984,0.0015710194,0.00012422493,0.00087430654,0.000042559222,0.00015113522,0.011733857],"genre_scores_gemma":[0.99411786,0.0011229662,0.0021979134,0.0010139926,0.0000360123,0.00007352068,0.000027476615,0.000041416617,0.0013688274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974136,0.0001429872,0.00047286614,0.0007408025,0.0004235189,0.00080623926],"domain_scores_gemma":[0.99877554,0.000020472406,0.00020895933,0.0005400297,0.0000013601444,0.00045364146],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005387077,0.00040271753,0.0003672789,0.00005813046,0.0005045902,0.000027405335,0.00036486817,0.0001543903,0.011439918],"category_scores_gemma":[0.000017303317,0.00037902524,0.000110229725,0.000104905834,0.0012646654,0.00044934516,0.0008695515,0.00030272527,0.00052032946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003540641,0.0010496243,0.9481598,0.000022864535,0.00005891755,0.000028884975,0.002704013,0.00001258803,0.0018863854,0.000408201,0.0024056893,0.0432276],"study_design_scores_gemma":[0.00066182355,0.00056758866,0.97226006,0.00001100144,0.000033272052,0.000013814444,0.002354882,0.00006710413,0.0017109656,0.0037405405,0.018097872,0.0004810575],"about_ca_topic_score_codex":0.00294378,"about_ca_topic_score_gemma":0.00028228085,"teacher_disagreement_score":0.042746544,"about_ca_system_score_codex":0.0012964283,"about_ca_system_score_gemma":0.000020077516,"threshold_uncertainty_score":0.9998662},"labels":[],"label_agreement":null},{"id":"W2104419732","doi":"10.18584/iipj.2012.3.2.3","title":"Dealing with Culturally Sensitive Areas in Industrial Project Design","year":2012,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Indigenous; Process (computing); Order (exchange); Politics; Culturally appropriate; Business; Environmental resource management; Environmental planning; Political science; Computer science; Geography; Law; Economics","score_opus":0.050985315492217,"score_gpt":0.3321843810773225,"score_spread":0.2811990655851055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104419732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98349303,0.000011177165,0.00057663396,0.00031220724,0.00020115456,0.000261219,0.000009804989,0.000012215852,0.01512257],"genre_scores_gemma":[0.99655575,0.00004969941,0.0015207614,0.00038253664,0.0009682597,0.000007636062,0.0000064713117,0.000016657616,0.0004922171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849,0.00011189723,0.00024557393,0.00012055178,0.00054412766,0.00048786486],"domain_scores_gemma":[0.99952495,0.000053175987,0.0001769873,0.00005750373,0.000011223786,0.00017614682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043476437,0.00015506195,0.00012678848,0.0001288949,0.00022786127,0.00009377119,0.00021978129,0.00008273742,0.00031774316],"category_scores_gemma":[0.000053989872,0.00011755361,0.000048273872,0.00016692419,0.000100154124,0.00074885687,0.00008145431,0.00038752524,0.00011515559],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020515035,0.0004191307,0.95422006,7.782577e-7,0.00012559236,0.00012972615,0.027480522,0.002441496,0.0028129444,0.00022193785,0.00036380131,0.011578876],"study_design_scores_gemma":[0.0026622664,0.00044675713,0.97630984,0.00009722235,0.00003516222,0.002725089,0.0046077683,0.000093392955,0.0047370754,0.00094570895,0.006651414,0.00068833545],"about_ca_topic_score_codex":0.0028099804,"about_ca_topic_score_gemma":0.00015320031,"teacher_disagreement_score":0.022872755,"about_ca_system_score_codex":0.0015423696,"about_ca_system_score_gemma":0.00009566433,"threshold_uncertainty_score":0.4793697},"labels":[],"label_agreement":null},{"id":"W2109974716","doi":"10.1051/e3sconf/20130130003","title":"Ecological Risk Assessments of Metal-containing Substances under Canada’s Chemical Management Plan","year":2013,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Moiety; Action plan; Risk assessment; Categorization; Environmental science; Chemistry; Ecology; Computer science; Biology; Organic chemistry; Artificial intelligence","score_opus":0.023052982680012497,"score_gpt":0.26471847186652747,"score_spread":0.24166548918651498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109974716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86323667,0.000025992444,0.00004785806,0.000091310634,0.000096447555,0.00020996458,0.000017960228,0.000009129492,0.13626465],"genre_scores_gemma":[0.99852777,0.00007952441,0.00071301067,0.000088703055,0.000012232735,0.000024876335,0.000011390831,0.0000061415417,0.00053636474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843836,0.0000851403,0.00036221134,0.0002420045,0.0005839892,0.00028826995],"domain_scores_gemma":[0.99934167,0.00009418203,0.0002872139,0.00015168775,0.0000083667055,0.00011688142],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001756004,0.00016575171,0.00030987893,0.000021478678,0.00007204213,0.000019753159,0.0003478376,0.00006688539,0.007733641],"category_scores_gemma":[0.000010186843,0.00013009005,0.000061990366,0.000096557655,0.00032933417,0.00020840975,0.00018929104,0.00012026736,0.0000317944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021859954,0.0002864204,0.97564596,0.000017558163,0.00018983745,0.0000050077388,0.00012490449,0.00011010864,0.009162184,0.002465589,0.0009888007,0.010981784],"study_design_scores_gemma":[0.00043838684,0.00016325335,0.9845802,0.000019878982,0.000057703684,6.785574e-7,0.0031736454,0.00022645257,0.0069372663,0.0030473722,0.0011472264,0.00020792733],"about_ca_topic_score_codex":0.2008048,"about_ca_topic_score_gemma":0.09372243,"teacher_disagreement_score":0.13572828,"about_ca_system_score_codex":0.00017112595,"about_ca_system_score_gemma":0.00014766374,"threshold_uncertainty_score":0.9931734},"labels":[],"label_agreement":null},{"id":"W2109977616","doi":"10.1515/reveh.2000.15.1-2.249","title":"Urban Health: An Urban Planning Perspective","year":2000,"lang":"en","type":"review","venue":"Reviews on Environmental Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Capital Commission","funders":"","keywords":"Urban planning; Environmental planning; Commission; Perspective (graphical); Public health; Capital city; Order (exchange); Capital (architecture); Strategic environmental assessment; Business; Environmental design and planning; Land-use planning; Environmental resource management; Political science; Geography; Environmental impact assessment; Engineering; Land use; Civil engineering; Medicine; Computer science; Economics","score_opus":0.08884709462472135,"score_gpt":0.4213381304986056,"score_spread":0.33249103587388423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109977616","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000039142098,0.984858,0.0000074400514,0.0001667633,0.00031528546,0.004426241,0.00037912047,0.00010872993,0.009699296],"genre_scores_gemma":[0.000090559166,0.9907679,0.00032896007,0.0037815457,0.00048579415,0.00038705103,0.00088281,0.00025332914,0.0030220633],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906648,0.002353159,0.0021609627,0.0019714758,0.0011418515,0.001707765],"domain_scores_gemma":[0.99513525,0.00010099388,0.0017220908,0.0014002816,7.570381e-7,0.0016406341],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0013039253,0.0015654678,0.004385,0.00016014485,0.0010974917,0.000087745604,0.0010420928,0.00045087177,0.0070071877],"category_scores_gemma":[0.000013610572,0.0013190963,0.0010733962,0.0003976455,0.0004955032,0.0005176602,0.0003498675,0.0014793456,0.012262602],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010106346,0.0012919976,0.00045283322,0.0015479553,0.00004780826,0.000012645866,0.0022944966,0.0000062198537,2.0270534e-7,0.000036350666,0.02960327,0.9646961],"study_design_scores_gemma":[0.00025459778,0.0015233217,0.0003710972,0.006301447,0.000107028485,0.0000305593,0.00035492104,0.000004035825,1.5195086e-7,0.000028117505,0.98999774,0.001026969],"about_ca_topic_score_codex":0.00039067163,"about_ca_topic_score_gemma":0.000021069049,"teacher_disagreement_score":0.9636691,"about_ca_system_score_codex":0.012688957,"about_ca_system_score_gemma":0.00014784133,"threshold_uncertainty_score":0.99970937},"labels":[],"label_agreement":null},{"id":"W2111642833","doi":"10.1080/14615517.2014.885638","title":"International perspectives on the strengthening of impact assessment through integration and focus","year":2014,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Context (archaeology); Legislation; Diversity (politics); Argument (complex analysis); Process (computing); Political science; Value (mathematics); Focus (optics); Engineering ethics; Process management; Management science; Public relations; Computer science; Business; Engineering; Law; Geography; Medicine","score_opus":0.02204837419362227,"score_gpt":0.394321437510987,"score_spread":0.37227306331736476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111642833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94252914,0.000022406719,0.0027119627,0.00075299625,0.00013410734,0.00038585637,0.000029120272,0.000026830214,0.053407602],"genre_scores_gemma":[0.996467,0.00017869807,0.0030578729,0.000054299893,0.00011365831,0.00003451242,0.000022031172,0.000021704896,0.00005021928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982012,0.00025694,0.000293184,0.00035850157,0.0005819263,0.0003082555],"domain_scores_gemma":[0.9988856,0.0005492433,0.00024125178,0.00022247696,0.000012899313,0.00008852951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006588774,0.0003037421,0.0002754104,0.000056452307,0.00024532873,0.00016186829,0.00022148699,0.000086550055,0.0007658625],"category_scores_gemma":[0.00008328196,0.00018087424,0.00012870468,0.00016354663,0.0003698583,0.00058937987,0.00021888762,0.00031610206,0.0000052094424],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024125031,0.0009921223,0.82073146,0.00001444552,0.00051026,0.0000032980386,0.027684914,0.00023622246,0.03340584,0.01597937,0.002364858,0.09783598],"study_design_scores_gemma":[0.0010898507,0.001681326,0.97497237,0.000048866154,0.00006066476,0.000012214357,0.011846219,0.0061100433,0.0011851928,0.0017215706,0.0008963778,0.00037530984],"about_ca_topic_score_codex":0.0012414525,"about_ca_topic_score_gemma":0.000032062173,"teacher_disagreement_score":0.15424092,"about_ca_system_score_codex":0.00034779578,"about_ca_system_score_gemma":0.000043970183,"threshold_uncertainty_score":0.83856577},"labels":[],"label_agreement":null},{"id":"W2113886841","doi":"10.3152/147154605781765508","title":"Cumulative effects assessment and EIA follow-up: a proposed community-based monitoring program in the Oil Sands Region, northeastern Alberta","year":2005,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Assembly of First Nations; University of Calgary","funders":"","keywords":"Oil sands; Cumulative effects; Environmental science; Environmental protection; Environmental planning; Geography; Archaeology","score_opus":0.03509962826628716,"score_gpt":0.4039744707945686,"score_spread":0.36887484252828145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113886841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899791,0.00004129758,0.00010709135,0.0007504193,0.00016899989,0.0012504966,0.0000073318774,0.00006268695,0.007632602],"genre_scores_gemma":[0.9965147,0.000054550474,0.002438678,0.00022345333,0.00013574462,0.0003341827,0.00005727193,0.000044620898,0.0001968439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965066,0.0011270955,0.00043274194,0.00044883124,0.0007513979,0.00073337543],"domain_scores_gemma":[0.9980957,0.0010130209,0.00022830916,0.00044113206,0.000010670971,0.00021117674],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010387705,0.0005257319,0.00045571118,0.00010791396,0.0006919229,0.00036658903,0.0003968965,0.00016973789,0.00003665941],"category_scores_gemma":[0.000038028757,0.00036010367,0.00013617637,0.00043869336,0.00040774496,0.00078313693,0.00029425055,0.00088330125,0.00000820295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010619134,0.0010113815,0.9127165,0.00006428177,0.00006587629,0.000013873866,0.008267724,0.00009855147,0.0006300204,0.000028029452,0.00012720255,0.07687036],"study_design_scores_gemma":[0.003794768,0.0014940227,0.9855855,0.0001246446,0.000086799446,0.000020106321,0.0024948772,0.0041830074,0.0001504427,0.00007371898,0.0014737673,0.0005183535],"about_ca_topic_score_codex":0.00693607,"about_ca_topic_score_gemma":0.001983874,"teacher_disagreement_score":0.07635201,"about_ca_system_score_codex":0.0005481027,"about_ca_system_score_gemma":0.00012412429,"threshold_uncertainty_score":0.9998851},"labels":[],"label_agreement":null},{"id":"W2118321579","doi":"10.7557/2.25.4.1774","title":"Putting the environmental impact assessment process into practice for woodland caribou in the Alberta Oil Sands Region","year":2005,"lang":"en","type":"article","venue":"Rangifer","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Woodland caribou; Threatened species; Woodland; Oil sands; Resource (disambiguation); Geography; Population; Environmental resource management; Habitat; Critical habitat; Environmental protection; Ecology; Environmental science; Endangered species; Archaeology; Biology","score_opus":0.009924598606179618,"score_gpt":0.3226269725048856,"score_spread":0.312702373898706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118321579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809288,0.00008695469,0.00016050198,0.0084483735,0.00006926444,0.00051874726,0.000009301113,0.0000123698055,0.009765682],"genre_scores_gemma":[0.9959546,0.00007160673,0.00072713324,0.0019406177,0.00019640256,0.00021138482,0.000038857717,0.000026789347,0.0008326166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817187,0.00020418683,0.0002813815,0.00033292998,0.0005409357,0.00046871803],"domain_scores_gemma":[0.9989453,0.0004898527,0.00015223141,0.00032230854,0.000002408159,0.00008787622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007669947,0.00024052444,0.00017624225,0.00002231984,0.00045946898,0.000110229776,0.00045589762,0.00009393952,0.00034840664],"category_scores_gemma":[0.0000668233,0.00013648003,0.0001427437,0.0001599303,0.00019793423,0.00072310335,0.000121481775,0.00026936134,0.00007536749],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016724775,0.0015315169,0.8606966,0.000025245268,0.000118449534,0.000017431052,0.035073522,0.004136419,0.002729879,0.00009985919,0.004889163,0.09051464],"study_design_scores_gemma":[0.0027333247,0.00042063135,0.90842354,0.00003733251,0.00016586224,0.000094789175,0.007352019,0.002412384,0.00026644234,0.00067775935,0.07687457,0.0005413483],"about_ca_topic_score_codex":0.001805963,"about_ca_topic_score_gemma":0.0014893644,"teacher_disagreement_score":0.08997329,"about_ca_system_score_codex":0.00081439974,"about_ca_system_score_gemma":0.000021646278,"threshold_uncertainty_score":0.5565494},"labels":[],"label_agreement":null},{"id":"W2118324348","doi":"10.1007/s10661-005-7055-6","title":"Environmental benchmarks vs. ecological benchmarks for assessment and monitoring in Canada: Is there a difference?","year":2005,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Environmental monitoring; Environmental impact assessment; Environmental resource management; Environmental quality; Analogy; Resource (disambiguation); Environmental science; Work (physics); Computer science; Ecology; Environmental planning; Engineering; Environmental engineering; Biology","score_opus":0.014373786650631036,"score_gpt":0.2733241744474847,"score_spread":0.25895038779685364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118324348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959552,0.00045409953,0.000033975604,0.0007734936,0.00036291423,0.0008348223,0.00012704008,0.000018136063,0.0014402783],"genre_scores_gemma":[0.99036247,0.0019792481,0.006487004,0.00017447445,0.0002924781,0.00032954605,0.00006614444,0.000048914077,0.00025969913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964405,0.00012942827,0.0006364379,0.0010122848,0.00082119403,0.0009601685],"domain_scores_gemma":[0.9987713,0.00020243046,0.00021226204,0.00032582678,0.0000010998043,0.00048706567],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035136097,0.0006208268,0.0005590315,0.00005782157,0.0005360036,0.000113473354,0.00030589013,0.0002021627,0.0016188173],"category_scores_gemma":[0.000004901456,0.0005917373,0.000103614606,0.000078875346,0.00031311225,0.0004361254,0.00068196346,0.0006108935,0.000009265386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023659657,0.00046290233,0.9422034,0.0000138519845,0.000042205025,0.000016801667,0.00036917615,0.00013457304,0.0071123135,0.000009896548,0.00012101297,0.04949021],"study_design_scores_gemma":[0.0014301548,0.0002953638,0.98900557,0.000053216758,0.00004778786,0.00001160552,0.002667208,0.0009698099,0.0017397634,0.00014411248,0.0029912214,0.0006441996],"about_ca_topic_score_codex":0.045507714,"about_ca_topic_score_gemma":0.010030135,"teacher_disagreement_score":0.04884601,"about_ca_system_score_codex":0.0059885234,"about_ca_system_score_gemma":0.00009184905,"threshold_uncertainty_score":0.9996534},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.014143101269249937,"score_gpt":0.29973922757881133,"score_spread":0.2855961263095614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118927776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98725885,0.00025108663,0.00034472672,0.0012271305,0.00013807513,0.0006181882,0.000086613974,0.000010417064,0.010064896],"genre_scores_gemma":[0.9927427,0.0028583126,0.0032345236,0.00060200086,0.0001535371,0.000027615559,0.000022328224,0.000040379982,0.00031856517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99589264,0.00020010093,0.0009741279,0.0005637421,0.0013242146,0.001045183],"domain_scores_gemma":[0.9981407,0.000102962345,0.0005273529,0.00027167125,0.0000021961362,0.00095512863],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014120346,0.0004403072,0.000465856,0.00025193946,0.0003372415,0.00014689678,0.00030427802,0.0001390908,0.001022302],"category_scores_gemma":[0.00002042553,0.0004171678,0.000110347835,0.00019747175,0.0005006579,0.001089954,0.000563134,0.0004260023,0.000023728962],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068261026,0.0016310917,0.94760054,0.00001768741,0.00025764763,0.00023991961,0.0027413743,0.00006598631,0.0093314275,0.0022972121,0.00010662946,0.0356422],"study_design_scores_gemma":[0.0018162262,0.0003388073,0.97743434,0.000041524487,0.00011895487,0.000016507825,0.0110342465,0.00016829975,0.00018017294,0.0008799977,0.0075635025,0.00040744894],"about_ca_topic_score_codex":0.004584039,"about_ca_topic_score_gemma":0.006823777,"teacher_disagreement_score":0.03523475,"about_ca_system_score_codex":0.0055689774,"about_ca_system_score_gemma":0.00004314174,"threshold_uncertainty_score":0.9998909},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.024365207567704546,"score_gpt":0.3155679555056106,"score_spread":0.29120274793790607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120023450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818072,0.0001322753,0.0000714095,0.0007905447,0.00010872393,0.00075637305,0.00008703112,0.0000058957976,0.01624056],"genre_scores_gemma":[0.9648309,0.010503248,0.023002813,0.0011945921,0.000059325663,0.000031054176,0.000011865288,0.00003687472,0.00032932562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718285,0.00021981414,0.00074598717,0.0005466978,0.00071193057,0.00059270597],"domain_scores_gemma":[0.9983959,0.00016565171,0.00049809366,0.00028615957,0.000002874322,0.0006513158],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009178837,0.00043671354,0.0004949259,0.00030932148,0.00029795387,0.0001548643,0.00021977529,0.00014515681,0.00014798024],"category_scores_gemma":[0.000008339986,0.00041540636,0.00007454331,0.00013076019,0.0010461606,0.0015099808,0.0006980075,0.000507344,0.000003016289],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005861708,0.006128021,0.5985172,0.0003188192,0.0021420713,0.0012704158,0.008454471,0.00046674936,0.08195906,0.20678212,0.00058263063,0.09279232],"study_design_scores_gemma":[0.0021645024,0.00045591593,0.9724817,0.000045332486,0.00025408994,0.0002183851,0.0039533423,0.00028769547,0.00010949835,0.0014842546,0.018106166,0.00043910564],"about_ca_topic_score_codex":0.015652342,"about_ca_topic_score_gemma":0.006030871,"teacher_disagreement_score":0.37396455,"about_ca_system_score_codex":0.0007691688,"about_ca_system_score_gemma":0.000022353894,"threshold_uncertainty_score":0.99982977},"labels":[],"label_agreement":null},{"id":"W2120446261","doi":"10.5539/jas.v6n10p18","title":"The Effect of Poor Environmental Impact Assessment (EIA) Implementation on the Wellbeing of the KwaMathukuza Community, Newcastle Municipality in South Africa","year":2014,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Human settlement; Local government area; Socioeconomics; Geography; Environmental protection; Environmental health; Government (linguistics); Human health; Environmental planning; Business; Local government; Medicine; Archaeology","score_opus":0.016839581540060915,"score_gpt":0.3120494770219487,"score_spread":0.29520989548188775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120446261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975058,0.00001491195,0.000004337229,0.00040804237,0.00012542926,0.00029533857,0.0000072627436,0.0000017494725,0.0016371185],"genre_scores_gemma":[0.9998376,0.000012077937,0.000041146264,0.000038087903,0.000024804896,0.0000041330727,5.8571425e-7,0.000004172627,0.000037394435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675614,0.0010155803,0.0005203638,0.00011509949,0.0012590513,0.00033375525],"domain_scores_gemma":[0.9982101,0.00059583917,0.0008020812,0.00028685454,0.000008907417,0.00009624802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043835593,0.00016522764,0.00023253477,0.000026439697,0.0008195886,0.00006499416,0.0013030833,0.000035232868,0.00009651346],"category_scores_gemma":[0.000114875715,0.000058200654,0.00020859842,0.00045522,0.0010863876,0.00039365957,0.0005369748,0.00047316359,0.000004980101],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035773304,0.00013956688,0.67332935,0.0000049287737,0.000025992711,3.782077e-7,0.0072370907,0.0028776156,0.31374726,0.0000810662,0.00016404026,0.0023569395],"study_design_scores_gemma":[0.00038042592,0.00080931163,0.9737508,0.000031711686,0.000025448948,0.0000054847164,0.0057557034,0.00010097351,0.018927434,0.00009085245,0.00004612183,0.00007569274],"about_ca_topic_score_codex":0.0005713569,"about_ca_topic_score_gemma":0.00017294289,"teacher_disagreement_score":0.3004215,"about_ca_system_score_codex":0.0007014954,"about_ca_system_score_gemma":0.000022639384,"threshold_uncertainty_score":0.6303696},"labels":[],"label_agreement":null},{"id":"W2120873839","doi":"10.3390/su71013836","title":"Advancing Environmental Mainstreaming in the Caribbean Region: The Role of Regional Institutions for Overcoming Barriers and Capacity Gaps","year":2015,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Institute for Sustainable Development","funders":"United Nations Environment Programme","keywords":"Mainstreaming; Government (linguistics); Capacity building; Citizen journalism; Environmental planning; National Policy; Business; Political science; Economic growth; Environmental resource management; Regional science; Geography; Economics","score_opus":0.017190975050465185,"score_gpt":0.2691670103604503,"score_spread":0.25197603530998514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120873839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966159,0.00006917567,0.00016046538,0.0014449162,0.000030738112,0.0006780071,0.000016061957,0.0000062079557,0.0009785254],"genre_scores_gemma":[0.99945647,0.000010848188,0.00021571672,0.0001878221,0.000024225372,0.00006676817,0.0000058672804,0.0000061074415,0.000026190226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988042,0.00018129734,0.0002051319,0.00022770054,0.0002805714,0.0003010874],"domain_scores_gemma":[0.9993795,0.00014790456,0.00008346621,0.00025914705,0.000006415059,0.00012353173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092777726,0.00012321548,0.00013117764,0.000016487595,0.00034657773,0.000019015335,0.00021594661,0.00005561428,0.00001510087],"category_scores_gemma":[0.00030868166,0.00008309499,0.00006064266,0.00011189732,0.0011011872,0.00030249616,0.00016603142,0.00015157799,7.135552e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003591208,0.00010162671,0.97985935,0.000013683914,0.0000067533438,0.000002433252,0.013876921,0.00061367784,0.00034651597,0.0020210918,0.00011463378,0.0030073994],"study_design_scores_gemma":[0.0008822637,0.00016526513,0.6990858,0.000011719816,0.00003306283,0.000023050154,0.2068399,0.0005585571,0.00038214365,0.06902332,0.022758877,0.00023604212],"about_ca_topic_score_codex":0.0019097114,"about_ca_topic_score_gemma":0.00053654565,"teacher_disagreement_score":0.28077355,"about_ca_system_score_codex":0.001568018,"about_ca_system_score_gemma":0.0000804431,"threshold_uncertainty_score":0.41003126},"labels":[],"label_agreement":null},{"id":"W2121441034","doi":"10.1139/cjfas-2014-0385","title":"Reductions in federal oversight of aquatic systems in Canada: implications of the new Navigation Protection Act","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; McGill University","funders":"University of Washington","keywords":"Legislation; Legislature; Business; Environmental planning; Government (linguistics); Environmental protection; Aquatic environment; Environmental resource management; Clean Water Act; Environmental impact assessment; Private sector; Environmental regulation; Political science; Environmental science; Ecology; Water quality; Economics; Biology; Economic growth","score_opus":0.01595025100044517,"score_gpt":0.21929150982828682,"score_spread":0.20334125882784165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121441034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965202,0.000039238443,0.00006514864,0.002231525,0.00015594858,0.00011184066,0.0000014746013,2.590749e-7,0.00087435],"genre_scores_gemma":[0.99980927,0.0000061639344,0.000087717795,0.000029878614,0.000013026945,0.0000015189845,1.9653176e-7,0.0000015640152,0.000050695253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930423,0.00006588688,0.000265982,0.00006398728,0.00018236168,0.000117532785],"domain_scores_gemma":[0.9995705,0.00003460548,0.0002286807,0.000052828134,0.000002621096,0.000110782305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002843836,0.000046569596,0.00011142665,0.000042300806,0.00014063048,0.000024950223,0.00014234352,0.000018760744,0.00003911303],"category_scores_gemma":[0.00007395632,0.000033542878,0.000018669134,0.00032724932,0.0003099642,0.00025200687,0.0000107757005,0.000068536494,2.1417945e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013005385,0.0000068006157,0.99233854,0.0000052257824,0.0000025073155,3.06371e-7,0.0009582564,0.0010190358,0.0011567929,0.000070108516,0.00021822115,0.004222924],"study_design_scores_gemma":[0.00012139965,0.0000685139,0.99399745,0.00008108301,0.000003993744,0.000010172115,0.0026760635,0.0011680116,0.00020333033,0.0013612607,0.00026534844,0.000043389573],"about_ca_topic_score_codex":0.9594715,"about_ca_topic_score_gemma":0.9750962,"teacher_disagreement_score":0.015624698,"about_ca_system_score_codex":0.00044758117,"about_ca_system_score_gemma":0.0007934483,"threshold_uncertainty_score":0.14075431},"labels":[],"label_agreement":null},{"id":"W2122891860","doi":"10.1590/s0042-96862003000600004","title":"Health impact assessment--how to start the process and make it last.","year":2003,"lang":"en","type":"editorial","venue":"PubMed","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health impact assessment; Public health; Health policy; Health promotion; Action (physics); Public relations; Institutionalisation; Population; Political science; Health care; Population health; Social determinants of health; Medicine; Environmental health; Nursing; Law","score_opus":0.012506580139810193,"score_gpt":0.3053991700891405,"score_spread":0.2928925899493303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122891860","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.091581635,0.0003683179,0.00017179058,0.036824018,0.8075609,0.011670325,0.0013042203,0.00020007233,0.050318673],"genre_scores_gemma":[0.4923493,0.0013663238,0.00064019737,0.00956322,0.4361803,0.009295294,0.00069376343,0.0004476767,0.04946394],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99614793,0.00026387282,0.0003152536,0.00067361165,0.0014981286,0.0011011903],"domain_scores_gemma":[0.99834836,0.0002040165,0.0002878585,0.00042689676,0.000009663424,0.00072322245],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011854733,0.0004805458,0.0005229991,0.00004234568,0.00045911156,0.00032574625,0.0005252654,0.00032499153,0.0003123214],"category_scores_gemma":[0.00019416933,0.0003296449,0.00012293928,0.000278753,0.00024767284,0.00025762166,0.00035719102,0.00077530113,0.00006189615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011963246,0.00009393263,0.01613525,0.000028191624,0.00005206043,0.0000031969125,0.00038110203,0.00002491806,0.0000018832209,0.0000013454143,0.95828474,0.024981432],"study_design_scores_gemma":[0.00032334632,0.00011372688,0.28196535,0.000013463441,0.000028822058,0.0000017590011,0.00030181638,0.000002103488,0.0000035034307,0.000109371555,0.7167959,0.00034081654],"about_ca_topic_score_codex":0.0005103802,"about_ca_topic_score_gemma":0.0012804604,"teacher_disagreement_score":0.40076765,"about_ca_system_score_codex":0.001703853,"about_ca_system_score_gemma":0.00013039206,"threshold_uncertainty_score":0.99991554},"labels":[],"label_agreement":null},{"id":"W2123707560","doi":"10.1897/1551-3793-5.3.486","title":"Risk assessment and orphaned/abandoned mines in canada—what role do aboriginal comunities play in risk assesment?","year":2009,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Assembly of First Nations; Prospectors & Developers Association of Canada","funders":"","keywords":"Citation; Library science; History; Political science; Law; Computer science","score_opus":0.00380198886679847,"score_gpt":0.24659372148687703,"score_spread":0.24279173262007855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123707560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98989236,0.00050046825,0.00010432616,0.0003979833,0.00021213217,0.0011613701,0.000108918655,0.00003480302,0.007587615],"genre_scores_gemma":[0.97018707,0.026366834,0.0021875328,0.00050363294,0.000027634776,0.00014974354,0.00014731249,0.00003832133,0.00039190706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959325,0.00042626515,0.0007945749,0.00095974654,0.00096772145,0.00091915467],"domain_scores_gemma":[0.9987904,0.00011428507,0.0003494232,0.00040536668,0.0000030242534,0.00033751907],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00067672913,0.0007231607,0.0006359529,0.00021461255,0.000390408,0.00034855946,0.00037390058,0.00014364143,0.0010361176],"category_scores_gemma":[0.0000033510496,0.0006682352,0.000077498255,0.0003438393,0.0003441697,0.0014134243,0.00036335964,0.0006827679,0.000018160927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007039184,0.00068739284,0.9204165,0.000012827609,0.000086466236,0.00016583034,0.00058719283,0.0006713521,0.0009264223,0.00019694319,0.0002906949,0.07588804],"study_design_scores_gemma":[0.0027473941,0.00033257366,0.97035027,0.00012391263,0.0001101684,0.0000100711195,0.018196449,0.0020647058,0.00013037027,0.0014151958,0.0037972848,0.000721621],"about_ca_topic_score_codex":0.27650574,"about_ca_topic_score_gemma":0.33631074,"teacher_disagreement_score":0.07516642,"about_ca_system_score_codex":0.0049857637,"about_ca_system_score_gemma":0.00008542415,"threshold_uncertainty_score":0.9998771},"labels":[],"label_agreement":null},{"id":"W2124213228","doi":"10.3152/147154605781765580","title":"Learning from experience: emerging trends in environmental impact assessment follow-up","year":2005,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Environmental planning; Impact assessment; Environmental resource management; Environmental science; Political science","score_opus":0.021679603933070772,"score_gpt":0.39696691672211976,"score_spread":0.375287312789049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124213228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98811615,0.00010303646,0.00016566449,0.0001885985,0.0003085992,0.00042615586,0.000056074867,0.00010188246,0.010533837],"genre_scores_gemma":[0.9959699,0.00016605499,0.0021518213,0.00009945825,0.00027299792,0.00012263155,0.00032169165,0.00007781007,0.0008176285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957286,0.00037104232,0.00069250655,0.0009349555,0.0010810015,0.0011918768],"domain_scores_gemma":[0.99867165,0.00021652256,0.00030350042,0.00038286977,0.0000032047253,0.0004222295],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055105693,0.0007470018,0.00065616553,0.00027976424,0.00046487336,0.00028473308,0.00040254937,0.00025029358,0.009954136],"category_scores_gemma":[0.0000191948,0.00063503074,0.00034920822,0.00056247844,0.00033911373,0.0017476032,0.0005448611,0.0008796441,0.000090031106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088305664,0.00043846905,0.903821,0.0000023532443,0.00009120476,0.000019515064,0.008946913,0.0010487905,0.013997569,0.000009213744,0.00070822646,0.07082842],"study_design_scores_gemma":[0.0027819723,0.00067452836,0.979015,0.000022269187,0.000050702776,0.0000141788405,0.0045339963,0.009390865,0.00026372127,0.000048642964,0.002418022,0.0007860944],"about_ca_topic_score_codex":0.004735018,"about_ca_topic_score_gemma":0.00041982875,"teacher_disagreement_score":0.075193994,"about_ca_system_score_codex":0.0021956544,"about_ca_system_score_gemma":0.000083593484,"threshold_uncertainty_score":0.9996101},"labels":[],"label_agreement":null},{"id":"W2126377956","doi":"10.1080/07011784.2014.914789","title":"A collaborative approach to groundwater protection: The Rural Water Quality Program for Waterloo Region","year":2014,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo; Ministry of Agriculture, Food and Rural Affairs","funders":"Natural Resources Canada; Social Sciences and Humanities Research Council of Canada","keywords":"Wellhead; Environmental planning; Context (archaeology); Groundwater; Process (computing); Stewardship (theology); Environmental resource management; Business; Environmental science; Computer science; Engineering; Political science; Geography; Law","score_opus":0.019111639486004316,"score_gpt":0.24428441473568713,"score_spread":0.22517277524968282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126377956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901082,0.000031714437,0.0005036277,0.0035410163,0.0002150357,0.0018851638,0.000020523983,0.000061355146,0.003633376],"genre_scores_gemma":[0.9920281,0.0000192966,0.0007962348,0.0011377189,0.00064033014,0.00063401164,0.000045834862,0.000078774356,0.0046196636],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961092,0.00066053326,0.0006089107,0.0005297549,0.00027373497,0.0018178691],"domain_scores_gemma":[0.99763113,0.00004078501,0.00015203496,0.00045755322,0.00007538394,0.0016431372],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014391192,0.00045912823,0.0004525767,0.0001790848,0.0024156447,0.0007812459,0.0008554604,0.0002032339,0.00015554555],"category_scores_gemma":[0.000070766226,0.00025159953,0.00022656674,0.00024867652,0.0007253142,0.00050831464,0.00014122666,0.0004628189,0.00008593351],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002350218,0.0001780263,0.008381604,0.00010895607,0.00017571618,0.00004746093,0.94285274,0.0023544105,0.006768678,0.000010240263,0.00032954305,0.038557585],"study_design_scores_gemma":[0.00051016075,0.0008846114,0.006414823,0.00007129662,0.000052606763,0.00039859852,0.0049813744,0.00040701794,0.0053588417,0.0017915734,0.9784847,0.00064442464],"about_ca_topic_score_codex":0.19411656,"about_ca_topic_score_gemma":0.367752,"teacher_disagreement_score":0.97815514,"about_ca_system_score_codex":0.0018709447,"about_ca_system_score_gemma":0.0000043985483,"threshold_uncertainty_score":0.9999936},"labels":[],"label_agreement":null},{"id":"W2126418062","doi":"10.1007/bf03404158","title":"A Holistic Model for the Selection of Environmental Assessment Indicators to Assess the Impact of Industrialization on Indigenous Health","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Indigenous; Industrialisation; Social determinants of health; Mainstream; Population health; Health equity; Economic growth; Health impact assessment; Geography; Environmental planning; Political science; Environmental resource management; Health care; Public health; Medicine; Economics; Ecology","score_opus":0.18006602597330632,"score_gpt":0.3783447805869099,"score_spread":0.19827875461360359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126418062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753376,0.000040963714,0.021921307,0.001194222,0.00013748353,0.0009342194,0.00022036869,0.0000023906412,0.00021141888],"genre_scores_gemma":[0.9985197,0.00004970331,0.0005883157,0.000701293,0.000052901338,0.000014588309,0.000008379212,0.000018253662,0.000046849018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979193,0.0003141632,0.000656175,0.00013336075,0.0004292208,0.0005477543],"domain_scores_gemma":[0.99768317,0.00010189058,0.0009891206,0.00017652167,0.00001267905,0.0010366014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026591031,0.00014648664,0.0003017799,0.0002113604,0.00046325038,0.000029646539,0.00042164302,0.00007421417,0.00038025333],"category_scores_gemma":[0.000102544516,0.000090943206,0.00014547035,0.00040425017,0.00021020138,0.00020552706,0.000028524904,0.00027145966,0.0000024458898],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040941894,0.00052826206,0.87911457,0.00001978145,0.00019340665,0.0000010957096,0.029056905,0.014323792,0.00019036965,0.0004479505,0.003955606,0.07212731],"study_design_scores_gemma":[0.00039448708,0.002001289,0.99298,0.000021002083,0.000014264433,0.000008421697,0.0020607857,0.0018557307,0.000033380857,0.0001826461,0.000357206,0.00009079937],"about_ca_topic_score_codex":0.032967642,"about_ca_topic_score_gemma":0.009140111,"teacher_disagreement_score":0.11386541,"about_ca_system_score_codex":0.0041021598,"about_ca_system_score_gemma":0.003333052,"threshold_uncertainty_score":0.99972093},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.009637246132326013,"score_gpt":0.2518382084276061,"score_spread":0.2422009622952801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126803749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942741,0.0003017649,0.000017578943,0.0009770975,0.00009668596,0.00031354025,0.000007829909,0.0000023830012,0.0040090424],"genre_scores_gemma":[0.99301916,0.0054206564,0.00021267589,0.0006070952,0.000045539586,0.000012435521,0.0000012153903,0.000015657552,0.00066554535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980832,0.000101339116,0.0005465333,0.00026548977,0.00067727675,0.00032617286],"domain_scores_gemma":[0.9992192,0.00005895541,0.00034388748,0.00018491462,0.0000012693341,0.0001917684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024942332,0.00025013956,0.0003510772,0.00008419178,0.00016959322,0.00002146631,0.00022197628,0.000052377207,0.00009063479],"category_scores_gemma":[0.0000079994925,0.0001875357,0.00005263333,0.00011941094,0.0006419657,0.0002982531,0.00052598864,0.00019187419,0.0000014164582],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007803917,0.00039247304,0.97471243,0.00005583527,0.00012674472,0.00017690721,0.0036372377,0.00014071076,0.0055677467,0.00023862688,0.0002782722,0.014594999],"study_design_scores_gemma":[0.0012359829,0.00027444883,0.9887612,0.00005631595,0.000059782393,0.00012122726,0.0044621136,0.0002855526,0.00045410704,0.00022800465,0.003841162,0.00022012476],"about_ca_topic_score_codex":0.023393158,"about_ca_topic_score_gemma":0.006104053,"teacher_disagreement_score":0.017289106,"about_ca_system_score_codex":0.00052906567,"about_ca_system_score_gemma":0.000025448779,"threshold_uncertainty_score":0.98311013},"labels":[],"label_agreement":null},{"id":"W2127530825","doi":"","title":"HIA and Public Policy Formulation, Canada","year":2008,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health policy; Public policy; Political science; Public health; Public administration; Knowledge transfer; Health policy; Economics; Medicine; Health care; Management; Law","score_opus":0.013177491826137528,"score_gpt":0.23644571840172499,"score_spread":0.22326822657558745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127530825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9285639,0.00000575194,0.000042507792,0.0013446093,0.000021786927,0.00005022259,0.0000021150965,0.000011636532,0.069957465],"genre_scores_gemma":[0.9940517,0.000027983535,0.00024566433,0.0012966756,0.000026142685,0.000002328148,0.0000036068075,0.0000043789896,0.0043415497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99946016,0.000009559351,0.000070681446,0.00009567778,0.0001891096,0.00017484001],"domain_scores_gemma":[0.9997641,0.0000089668565,0.00001823699,0.000065718115,9.104423e-7,0.00014205641],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000022810766,0.000057958583,0.000049885708,0.000008987699,0.00021042782,0.000009247779,0.00005435918,0.00001969625,0.0017079622],"category_scores_gemma":[0.000011184285,0.00004903181,0.000009320434,0.000088808396,0.00007483242,0.00023547377,0.00008685976,0.000030885894,0.0000472998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.5146853e-7,0.000016922488,0.98999184,4.3501194e-7,0.0000026670084,0.0000029765304,0.000087058506,0.0000065758877,0.00040115908,0.00051331054,0.007013348,0.0019631365],"study_design_scores_gemma":[0.00010872114,0.00001000674,0.9834719,2.7574984e-7,8.908255e-7,0.000009663706,0.000068511225,0.00006530368,0.00012438244,0.00034326242,0.015724437,0.00007265119],"about_ca_topic_score_codex":0.80509955,"about_ca_topic_score_gemma":0.5728125,"teacher_disagreement_score":0.23228705,"about_ca_system_score_codex":0.0003445746,"about_ca_system_score_gemma":0.000052066112,"threshold_uncertainty_score":0.99920464},"labels":[],"label_agreement":null},{"id":"W2127712354","doi":"10.5558/tfc2012-135","title":"Stakeholder engagement: A foundation for natural heritage systems identification and conservation in southern Ontario","year":2012,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Ministry of Natural Resources and Forestry","funders":"","keywords":"Stewardship (theology); Stakeholder; Government (linguistics); Stakeholder engagement; Identification (biology); Environmental planning; Politics; Natural heritage; Environmental resource management; Work (physics); Natural (archaeology); Process (computing); Collaborative governance; Public participation; Variety (cybernetics); Political science; Geography; Business; Public relations; Corporate governance; Engineering; Ecology; Computer science","score_opus":0.0451654996020775,"score_gpt":0.2717240212076925,"score_spread":0.22655852160561502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127712354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99853927,0.000118264026,0.00013898271,0.00019689243,0.0001726324,0.00055188086,0.000005827475,0.000012293776,0.00026398248],"genre_scores_gemma":[0.997364,0.0000050377635,0.000058898848,0.00008070977,0.00004863062,0.00008541009,0.000033839173,0.000009366159,0.002314127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931127,0.000058182395,0.00015478973,0.0001116977,0.00014219397,0.00022186794],"domain_scores_gemma":[0.9997231,0.00003994325,0.00007878457,0.000118746226,0.000002075929,0.000037385187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048769542,0.000079012774,0.00006595306,0.000008933778,0.00019519281,0.00005904329,0.00008647056,0.000034645596,0.00015810985],"category_scores_gemma":[0.000010739818,0.00006159888,0.000018241868,0.00005367933,0.000097679746,0.00047678404,0.000060375605,0.00009619714,0.000080740945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026241578,0.000118482574,0.970358,0.000019829473,0.000013520017,2.2076715e-7,0.017308079,0.00034104876,0.009104499,0.0002855288,0.00049595867,0.0019286012],"study_design_scores_gemma":[0.0005083708,0.000022109913,0.9900907,0.000009233531,0.000013195379,0.0000017100808,0.0036272819,0.0022594512,0.00019377822,0.00021856291,0.0029550977,0.00010050672],"about_ca_topic_score_codex":0.018490156,"about_ca_topic_score_gemma":0.021277811,"teacher_disagreement_score":0.019732712,"about_ca_system_score_codex":0.0006219241,"about_ca_system_score_gemma":0.000010653508,"threshold_uncertainty_score":0.9965813},"labels":[],"label_agreement":null},{"id":"W2129255159","doi":"10.3152/147154603781766527","title":"Lessons from practice: towards successful follow-up","year":2003,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Transportation of Ontario; Environment and Climate Change Canada","funders":"","keywords":"Stakeholder; Environmental planning; Political science; Stakeholder engagement; Relation (database); Environmental impact assessment; Environmental resource management; Public relations; Business; Process management; Engineering ethics; Computer science; Engineering; Geography; Environmental science","score_opus":0.03245550484531987,"score_gpt":0.42428336869574157,"score_spread":0.3918278638504217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129255159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8726039,0.000102729035,0.0006664704,0.00079825736,0.00069379504,0.0004970134,0.00008561347,0.000089049194,0.12446317],"genre_scores_gemma":[0.9926987,0.000217173,0.0057963966,0.0003521151,0.00011414382,0.00006384156,0.000079443416,0.000048617276,0.0006295126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970793,0.0004251453,0.0003638929,0.0006158967,0.00080152386,0.00071422587],"domain_scores_gemma":[0.99865717,0.0004043576,0.00022706085,0.00037054767,0.00001161767,0.0003292629],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006655539,0.00045221657,0.00040711818,0.00006063631,0.00039931558,0.00030809856,0.00027512218,0.00019562892,0.0036451803],"category_scores_gemma":[0.00021425798,0.00036946603,0.00018028062,0.00035252335,0.00027793244,0.0014512044,0.00024473842,0.00041015245,0.0001439481],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020569729,0.0009399161,0.9271193,0.000013202698,0.00041279953,0.00006296707,0.0043758345,0.000034252535,0.009333198,0.0018129471,0.012785521,0.042904332],"study_design_scores_gemma":[0.004074974,0.00081687793,0.8891641,0.000029848632,0.00029322744,0.00005915095,0.006190615,0.00026794712,0.0017119203,0.0020632145,0.09408832,0.0012398327],"about_ca_topic_score_codex":0.006388735,"about_ca_topic_score_gemma":0.00020081871,"teacher_disagreement_score":0.12383366,"about_ca_system_score_codex":0.0004543556,"about_ca_system_score_gemma":0.00019433079,"threshold_uncertainty_score":0.9998757},"labels":[],"label_agreement":null},{"id":"W2133407306","doi":"10.5539/jsd.v5n2p54","title":"Analysis of the Characteristics of EIA Review System in Taiwan, A Case Study of Pinnan Industrial Park","year":2012,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental planning; Environmental impact assessment; Sustainable development; Industrial park; Process (computing); Environmental resource management; Business; Environmental protection; Geography; Computer science; Political science; Environmental science; Archaeology","score_opus":0.02330816794569533,"score_gpt":0.2754472200877054,"score_spread":0.25213905214201005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133407306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990237,0.00020795211,0.000006865444,0.000026981465,0.00009121927,0.0004603639,0.0000030080002,9.973915e-7,0.00017893818],"genre_scores_gemma":[0.99967307,0.00006504435,0.00007898973,0.000021054973,0.000017314285,0.000007374388,8.6662993e-7,0.0000065951763,0.00012966737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974397,0.0002358654,0.0012923627,0.0000843884,0.00067171233,0.0002759831],"domain_scores_gemma":[0.9981209,0.000031408148,0.0015200502,0.00017691894,0.000048106005,0.00010261268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019001523,0.0001282624,0.0006906091,0.00014867466,0.0000677667,0.0000056129725,0.0002553551,0.000048945676,0.000112027745],"category_scores_gemma":[0.00009216734,0.00008704088,0.00013424814,0.0011202244,0.0000801534,0.00023457696,0.00025902156,0.00017562378,7.9294375e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032361007,0.0009042802,0.98877555,0.00027825352,0.00035949476,0.00023405552,0.0076124817,0.00007225996,0.00011292915,0.000007734156,0.000059672537,0.0015509054],"study_design_scores_gemma":[0.00059224054,0.0001683383,0.9098277,0.00034771874,0.0005746127,0.0000655821,0.08770732,0.000005925794,0.00023393329,0.0000012111667,0.00038296718,0.000092429604],"about_ca_topic_score_codex":0.0004827692,"about_ca_topic_score_gemma":0.00007098055,"teacher_disagreement_score":0.08009484,"about_ca_system_score_codex":0.00095764635,"about_ca_system_score_gemma":0.00012103862,"threshold_uncertainty_score":0.35494238},"labels":[],"label_agreement":null},{"id":"W2134038658","doi":"10.1142/s1464333203001486","title":"DEVELOPING HEALTH IMPACT ASSESSMENT FOR SUSTAINABLE FUTURES IN SMALL ISLAND STATES AND TERRITORIES","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":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health impact assessment; Vulnerability (computing); Environmental planning; Futures contract; Environmental impact assessment; Fragility; Economic impact analysis; Impact assessment; Tourism; Health assessment; Business; Vulnerability assessment; Risk assessment; Small Island Developing States; Environmental resource management; Political science; Geography; Public health; Economics; Climate change; Medicine; Psychological intervention; Computer science","score_opus":0.01089095002813047,"score_gpt":0.32857859113655663,"score_spread":0.3176876411084262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134038658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898211,0.0003895089,0.0045284843,0.0013322239,0.00011023143,0.0010160502,0.000032045176,0.000008051674,0.002762302],"genre_scores_gemma":[0.9674879,0.007384755,0.023392292,0.00079247484,0.000090813905,0.000052294698,0.00001785689,0.00003107614,0.0007505379],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776095,0.00018430811,0.0006706421,0.00032651742,0.0003707167,0.0006868815],"domain_scores_gemma":[0.99904066,0.00008974875,0.0004416875,0.00014480816,0.000003942427,0.0002791667],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011042347,0.00033460284,0.00045846458,0.0002025935,0.00036828296,0.00014740636,0.00017003602,0.00006955126,0.00011367618],"category_scores_gemma":[0.000013698425,0.00027921292,0.00010870804,0.00015301627,0.0002083022,0.0006007676,0.00029090262,0.0002110933,0.0000010253119],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016399687,0.0016476667,0.88052243,0.0005612505,0.0005645268,0.00017292371,0.0038895153,0.0016915511,0.00088244997,0.061190806,0.0018732013,0.04683965],"study_design_scores_gemma":[0.00262876,0.0010270968,0.93964005,0.00007273918,0.000050296978,0.000047686342,0.0149542885,0.00008058491,0.00007886656,0.018410115,0.022620862,0.0003886879],"about_ca_topic_score_codex":0.00081971695,"about_ca_topic_score_gemma":0.00042751362,"teacher_disagreement_score":0.05911756,"about_ca_system_score_codex":0.0027398623,"about_ca_system_score_gemma":0.000078282545,"threshold_uncertainty_score":0.999966},"labels":[],"label_agreement":null},{"id":"W2134681164","doi":"10.2166/wqrjc.2013.063","title":"Implementation of Alberta's drinking water safety plans","year":2013,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Environment and Protected Areas","funders":"","keywords":"Risk analysis (engineering); Water safety; Key (lock); Resource (disambiguation); Quality (philosophy); Set (abstract data type); Action (physics); Water supply; Control (management); Computer science; Water quality; Environmental planning; Business; Engineering; Environmental science; Computer security; Environmental engineering","score_opus":0.07159758260778576,"score_gpt":0.4209514223951147,"score_spread":0.3493538397873289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134681164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99051315,0.0000027848973,0.00009858676,0.0020313119,0.00007883292,0.00025572936,0.0000036999122,0.0000052389278,0.0070106615],"genre_scores_gemma":[0.9974119,0.00003179257,0.0001952519,0.000100805904,0.000084941756,0.000013540786,0.000020736297,0.0000132273,0.0021278241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965337,0.000750735,0.00053654297,0.00018456415,0.0012148648,0.00077958783],"domain_scores_gemma":[0.99939936,0.000077718876,0.0000642547,0.00017826648,0.000026267693,0.0002541163],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0030788376,0.00011628609,0.00017626781,0.000059280635,0.0005174658,0.00013852163,0.0003401816,0.00006236477,0.0428343],"category_scores_gemma":[0.00001648658,0.00006650992,0.00011225286,0.000072817566,0.0003051616,0.0007550148,0.00043488425,0.00044210788,0.002245138],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026504336,0.00012514107,0.61086273,0.000010493943,0.000050535025,0.000004461226,0.011867757,0.00003558063,0.36508062,0.0000456983,0.0014093833,0.010481072],"study_design_scores_gemma":[0.00077805703,0.00018977297,0.7316875,0.00001412174,0.000007820959,0.000020974703,0.0064679394,0.00001300741,0.24810018,0.0072545675,0.0052756136,0.00019048777],"about_ca_topic_score_codex":0.021139272,"about_ca_topic_score_gemma":0.0016126618,"teacher_disagreement_score":0.12082471,"about_ca_system_score_codex":0.00040296864,"about_ca_system_score_gemma":0.000011126469,"threshold_uncertainty_score":0.99853176},"labels":[],"label_agreement":null},{"id":"W2138045911","doi":"10.1080/14634980500535875","title":"Methods for integrating environment into decision-making in China","year":2006,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Dalhousie University","keywords":"Scope (computer science); China; Environmental planning; Sustainable development; Environmental resource management; Environmental management system; Environmental impact assessment; Risk analysis (engineering); Management science; Computer science; Business; Engineering; Environmental science; Geography; Political science","score_opus":0.01164341066229683,"score_gpt":0.35560852686322897,"score_spread":0.3439651162009321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138045911","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3046008,0.00033520543,0.6810143,0.001141812,0.00045868027,0.0034653104,0.000007582369,0.00007037865,0.008905935],"genre_scores_gemma":[0.6948106,0.000055159835,0.30418175,0.00032997798,0.00004318777,0.00036475222,0.000014488699,0.000029385292,0.00017063752],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99690956,0.00035525853,0.0010441703,0.0005801399,0.0004252701,0.00068559835],"domain_scores_gemma":[0.99856013,0.0005378544,0.0003877636,0.000385204,0.0000010999237,0.00012794013],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027475976,0.00029262522,0.00048318462,0.00012140473,0.00035492267,0.000058964994,0.00031442,0.00006937761,0.00039833898],"category_scores_gemma":[0.000044292094,0.00027147867,0.00013420155,0.0002495975,0.000043661697,0.00022713722,0.0003206935,0.00013048976,0.00027128897],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024602852,0.000494112,0.041330677,0.00037120134,0.00003107332,0.000008738108,0.0013484488,0.0042445366,0.000060457627,0.0013481597,0.0018965369,0.94884145],"study_design_scores_gemma":[0.0026987789,0.00052581646,0.6586849,0.0019648434,0.000096098076,0.000009487081,0.0054687853,0.12301111,0.000096990545,0.15541312,0.05047921,0.0015508235],"about_ca_topic_score_codex":0.0024378567,"about_ca_topic_score_gemma":0.003410498,"teacher_disagreement_score":0.94729066,"about_ca_system_score_codex":0.0027017796,"about_ca_system_score_gemma":0.000013431476,"threshold_uncertainty_score":0.9999737},"labels":[],"label_agreement":null},{"id":"W2138597664","doi":"10.1111/j.1467-9299.2011.02002.x","title":"GOVERNING INFORMATION: A THREE DIMENSIONAL ANALYSIS OF ENVIRONMENTAL ASSESSMENT","year":2012,"lang":"en","type":"article","venue":"Public Administration","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Waterloo","funders":"","keywords":"Corporate governance; Politics; Value (mathematics); Political science; Positive economics; Public administration; Sociology; Regional science; Economics; Law; Management; Statistics; Mathematics","score_opus":0.015259603426133115,"score_gpt":0.2750058883449407,"score_spread":0.2597462849188076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138597664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798902,0.000008014485,0.0029123824,0.0002784366,0.000100551384,0.00014830923,0.00010598659,0.000018602983,0.016537517],"genre_scores_gemma":[0.99767315,0.0000031451896,0.0015749261,0.00016097164,0.00003407154,0.000019104256,0.00045641072,0.0000054062684,0.00007283296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998555,0.00004406646,0.0003394472,0.00011332303,0.00067072915,0.00027744312],"domain_scores_gemma":[0.9993488,0.000036365705,0.00025394716,0.00016799751,0.0000026814905,0.00019015976],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033531364,0.00012588804,0.00016980611,0.000068403635,0.00014167155,0.000040308994,0.00012119012,0.00006695381,0.011688672],"category_scores_gemma":[0.000016431439,0.00012001789,0.00011400488,0.0003500809,0.00013414017,0.0022323763,0.00012937647,0.000090790134,0.00021924658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067406836,0.0003255308,0.99177665,0.0000020318957,0.00015546783,2.3321701e-7,0.00018155099,0.0001033609,0.0013496118,0.00063694315,0.00011594189,0.005345929],"study_design_scores_gemma":[0.000155277,0.00007251051,0.99228334,8.937313e-7,0.00016277784,0.0000017798909,0.00018179396,0.0021349667,0.00015394544,0.00003403179,0.0046926285,0.00012605112],"about_ca_topic_score_codex":0.00003448,"about_ca_topic_score_gemma":0.00006563887,"teacher_disagreement_score":0.017782932,"about_ca_system_score_codex":0.00037230022,"about_ca_system_score_gemma":0.000021605565,"threshold_uncertainty_score":0.9892148},"labels":[],"label_agreement":null},{"id":"W2138815916","doi":"10.1897/08-376.1","title":"A review of potential methods of determining critical effect size for designing environmental monitoring programs","year":2009,"lang":"en","type":"review","venue":"Environmental Toxicology and Chemistry","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada; University of New Brunswick","funders":"","keywords":"Sample size determination; Computer science; Variety (cybernetics); A priori and a posteriori; Set (abstract data type); Sample (material); Identification (biology); Stakeholder; Statistical power; Multivariate statistics; Warning system; Statistics; Risk analysis (engineering); Econometrics; Data mining; Ecology; Mathematics; Machine learning","score_opus":0.027490207706694202,"score_gpt":0.3903117591153925,"score_spread":0.3628215514086983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138815916","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009096593,0.9889126,0.00014196133,0.000012220002,0.00013271233,0.0013285389,0.000106773834,0.000019339113,0.00024928633],"genre_scores_gemma":[0.007087914,0.9797446,0.012360043,0.000052201965,0.00011450004,0.00031030402,0.00009808608,0.00006864266,0.00016369505],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99680984,0.00041279913,0.0010825539,0.00076530327,0.00033938317,0.0005901181],"domain_scores_gemma":[0.997909,0.0007554978,0.00071137655,0.0003698961,0.0000010422633,0.00025316342],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00079963007,0.0007015421,0.0021090936,0.000018168212,0.00018494428,0.000012603463,0.00041156405,0.00067933125,0.00094848813],"category_scores_gemma":[0.0001278582,0.00064751,0.0007028091,0.00008081238,0.0012462583,0.00011152599,0.00046953838,0.00047155027,0.00001065935],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024549536,0.00048771233,0.0009043521,0.0270598,0.00014940575,0.000012777256,0.00004721994,0.0000010170761,0.051549833,2.8097872e-7,0.000043214313,0.9197198],"study_design_scores_gemma":[0.006437021,0.010499991,0.005632357,0.20132396,0.022422604,0.0017472318,0.00096622313,0.00008989216,0.2677638,0.0005903988,0.47435397,0.008172587],"about_ca_topic_score_codex":0.0000018730029,"about_ca_topic_score_gemma":5.2837414e-8,"teacher_disagreement_score":0.91154724,"about_ca_system_score_codex":0.00045072014,"about_ca_system_score_gemma":0.000020959526,"threshold_uncertainty_score":0.9999648},"labels":[],"label_agreement":null},{"id":"W213992842","doi":"","title":"Environmental Assessment for the Construction and Operation of a New Shoppette/Gas Station, Class Six Store, and Name-Brand Fast Food Store at Joint Base Andrews Camp Springs, Prince George's County, Maryland","year":2010,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Revenue; Engineering; Action plan; Recreation; Joint (building); Transport engineering; Civil engineering; Business; Management; Economics; Finance; Law","score_opus":0.008802268934105647,"score_gpt":0.23391262808462324,"score_spread":0.22511035915051758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W213992842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932427,0.00005325459,0.0038715806,0.00097238075,0.00018638477,0.0009822219,0.0002098103,0.000015684773,0.0004660242],"genre_scores_gemma":[0.9900107,0.0002640254,0.008486792,0.00024236945,0.00005597555,0.00004486319,0.00006264774,0.000023019067,0.00080964604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985253,0.000045984267,0.00033470138,0.00040699946,0.0004190748,0.00026792355],"domain_scores_gemma":[0.99928564,0.000090338915,0.00019574385,0.00021901097,0.000004574186,0.00020470704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034444287,0.00023809935,0.00022900342,0.000025810614,0.00048199098,0.00008556705,0.00011270719,0.00011099947,0.0008676843],"category_scores_gemma":[0.000014177048,0.0001779876,0.000051558338,0.000043347918,0.0006224053,0.0004774662,0.00026963264,0.00019071794,0.000007589212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008796684,0.00015801642,0.74608535,0.000026970196,0.00006831109,0.0000010896554,0.0011229194,0.0001662625,0.2278991,0.0006074787,0.0010249562,0.022751594],"study_design_scores_gemma":[0.0026336082,0.00043728264,0.968405,0.000012502778,0.0000917114,0.000038091574,0.0019296055,0.0030692453,0.009973335,0.00032424813,0.012722237,0.00036309514],"about_ca_topic_score_codex":0.0004968837,"about_ca_topic_score_gemma":0.0023379296,"teacher_disagreement_score":0.2223197,"about_ca_system_score_codex":0.00028844207,"about_ca_system_score_gemma":0.000027790042,"threshold_uncertainty_score":0.95005345},"labels":[],"label_agreement":null},{"id":"W2141316339","doi":"10.1371/journal.pntd.0004165","title":"Methodological Bias Can Lead the Cochrane Collaboration to Irrelevance in Public Health Decision-Making","year":2015,"lang":"en","type":"article","venue":"PLoS neglected tropical diseases","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Lead (geology); Public health; Neglected tropical diseases; MEDLINE; Medicine; Environmental health; Data science; Political science; Computer science; Biology; Nursing","score_opus":0.17713176971548034,"score_gpt":0.394291870742453,"score_spread":0.21716010102697264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141316339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859929,0.00022296197,0.001922986,0.010734483,0.00011350504,0.00054295885,0.00004408632,0.00006557139,0.00036056517],"genre_scores_gemma":[0.9918119,0.000060340953,0.0039009142,0.004017451,0.00006443881,0.00008161412,0.000015498186,0.000015068504,0.00003281744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99717283,0.00086194294,0.00032736087,0.00037123458,0.00076733186,0.00049926864],"domain_scores_gemma":[0.99826944,0.00082296116,0.00009305297,0.00025089373,0.000016521311,0.0005471483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051977277,0.0001765398,0.00029730075,0.00004479734,0.00020234736,0.00010550044,0.00032351274,0.000064582426,0.00034157725],"category_scores_gemma":[0.0039307536,0.00012032448,0.00005282296,0.00095613266,0.00019448,0.00021394114,0.00022267866,0.00018227546,0.00017337671],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044808348,0.0026604636,0.9006152,0.00002439003,0.00006399656,0.00006189721,0.0036537002,0.0025760657,0.0073822914,0.0005356487,0.008956361,0.073021896],"study_design_scores_gemma":[0.0003771842,0.0002693083,0.99477786,0.00005064009,0.00001022656,0.0000012123571,0.00054363126,0.0005083126,0.000029444458,0.002600806,0.0006801198,0.0001512842],"about_ca_topic_score_codex":0.00018423409,"about_ca_topic_score_gemma":0.0015915035,"teacher_disagreement_score":0.09416263,"about_ca_system_score_codex":0.0009859577,"about_ca_system_score_gemma":0.00010869325,"threshold_uncertainty_score":0.49066898},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.03397360817896033,"score_gpt":0.3131895787634717,"score_spread":0.27921597058451136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145582916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877184,0.0018433997,0.0035456887,0.0008836324,0.00012736453,0.0032458464,0.00013036016,0.000006321245,0.0024990044],"genre_scores_gemma":[0.9788754,0.016756656,0.0031418956,0.00094616954,0.000048739774,0.00016352435,0.00001063073,0.000021313477,0.00003569911],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762934,0.00045452532,0.0007583665,0.00030049303,0.0005408456,0.0003164258],"domain_scores_gemma":[0.9983626,0.00044697803,0.00082018855,0.00024032961,0.0000033589235,0.00012653838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011690166,0.0003313374,0.00051424355,0.000096833974,0.00027714152,0.00003354458,0.0002854719,0.00006942824,0.00021275863],"category_scores_gemma":[0.000017228193,0.00019781615,0.0001890184,0.00015332145,0.001191444,0.0004016802,0.00040661127,0.0003364878,0.0000016321089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005196751,0.008109915,0.5437568,0.0031615945,0.004737909,0.0011945436,0.051038582,0.00232226,0.016998902,0.029087635,0.0011659787,0.33322915],"study_design_scores_gemma":[0.0052304408,0.0007126694,0.9704047,0.00036332922,0.00046055389,0.00026201835,0.016297776,0.0008998897,0.00009908032,0.0042344052,0.0007383764,0.00029676023],"about_ca_topic_score_codex":0.00019432923,"about_ca_topic_score_gemma":0.000027749602,"teacher_disagreement_score":0.42664793,"about_ca_system_score_codex":0.00062125974,"about_ca_system_score_gemma":0.000022343034,"threshold_uncertainty_score":0.80667084},"labels":[],"label_agreement":null},{"id":"W2146123191","doi":"10.1111/1541-0064.00007","title":"Innovation in environmental assessment of community‐based projects in sub‐Saharan Africa","year":2003,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"The King's University","funders":"","keywords":"Grassroots; Livelihood; Participatory rural appraisal; Environmental planning; Business; Empowerment; Participatory development; Capacity building; Conceptual framework; Environmental resource management; Economic growth; Citizen journalism; Agriculture; Political science; Geography; Sociology","score_opus":0.01604049229044663,"score_gpt":0.23023732210958742,"score_spread":0.2141968298191408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146123191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867289,0.00021695258,0.0000035934518,0.000113940914,0.00013653509,0.0006257531,0.00013374731,0.000016873413,0.012023678],"genre_scores_gemma":[0.9987097,0.00030920803,0.00028200206,0.0003499531,0.0000066269013,0.00012186759,0.0001324929,0.000035046884,0.000053124608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971412,0.0004417173,0.0006903749,0.00033517164,0.00037442587,0.0010171453],"domain_scores_gemma":[0.9988583,0.0001034328,0.00020638644,0.00045185615,0.0000075122625,0.00037255886],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008223386,0.0003591519,0.00040417243,0.0028113385,0.00032478065,0.000033797667,0.00040408527,0.00018691659,0.00035600824],"category_scores_gemma":[0.000054840802,0.000402904,0.00012263315,0.0061869803,0.0013397415,0.00035586435,0.000058732967,0.00050406595,0.000008173525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007319979,0.00026297776,0.992612,0.000024295978,0.000020466754,0.000031685133,0.0014211454,0.0003505957,0.0026292056,0.0004463412,0.00076601055,0.0014279645],"study_design_scores_gemma":[0.0007916477,0.00017574144,0.9822637,0.00004221206,0.000013098551,0.000003982616,0.0054042027,0.00003370603,0.0004071748,0.00082884636,0.0096115675,0.00042414258],"about_ca_topic_score_codex":0.42561266,"about_ca_topic_score_gemma":0.9581809,"teacher_disagreement_score":0.5325683,"about_ca_system_score_codex":0.0008708494,"about_ca_system_score_gemma":0.00011930563,"threshold_uncertainty_score":0.9998423},"labels":[],"label_agreement":null},{"id":"W2146593207","doi":"","title":"Regional strategic environmental assessment roles and stakes in Arctic oil and gas development","year":2011,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Arctic; Environmental planning; The arctic; Strategic environmental assessment; Environmental impact assessment; Environmental resource management; Business; Environmental science; Geography; Political science; Geology; Oceanography","score_opus":0.01496147136847427,"score_gpt":0.17138670060711103,"score_spread":0.15642522923863675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146593207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993702,0.000052504332,0.000075153366,0.0002469878,0.000023620407,0.00012943351,0.00007821331,0.000042338037,0.005649743],"genre_scores_gemma":[0.9768244,0.0006529503,0.015364642,0.00003510835,0.00000595684,2.6572515e-8,0.00005337859,0.000017599286,0.007045923],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9981951,0.0001672208,0.00019214564,0.0005997197,0.00043085963,0.00041492915],"domain_scores_gemma":[0.99902755,0.000058930662,0.0002892827,0.000261712,0.000006591856,0.00035595623],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015828211,0.00032426172,0.0004654862,0.00022317124,0.0004163602,0.000012636806,0.00055650796,0.0002216523,0.002947483],"category_scores_gemma":[9.4580463e-7,0.0004559387,0.00011774179,0.00028764424,0.0017468666,0.0017781911,0.0009843964,0.0003040982,0.000023699726],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006049434,0.0010289085,0.6293122,0.00013430051,0.00020556657,0.00042023926,0.34984347,0.000036444697,0.004143213,0.00006744317,0.00005251147,0.014150763],"study_design_scores_gemma":[0.0015139559,0.00015926575,0.34902316,0.00007036451,0.00007072793,0.0000072934768,0.64747417,0.000056145404,0.00018520633,0.00039096674,0.00069419417,0.0003545358],"about_ca_topic_score_codex":0.018957643,"about_ca_topic_score_gemma":0.013458826,"teacher_disagreement_score":0.2976307,"about_ca_system_score_codex":0.0003864918,"about_ca_system_score_gemma":0.00018732723,"threshold_uncertainty_score":0.99978924},"labels":[],"label_agreement":null},{"id":"W2149419459","doi":"10.3390/su7055735","title":"Conceptualizing the Effectiveness of Sustainability Assessment in Development Cooperation","year":2015,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Group for Research in Decision Analysis; HEC Montréal","funders":"Vlaamse Interuniversitaire Raad; Fonds De La Recherche Scientifique - FNRS; National Research Foundation","keywords":"Sustainability; Sustainability organizations; Operationalization; Conceptualization; Acknowledgement; Credibility; Sustainability science; Sustainable development; Social sustainability; Legitimacy; Process management; Political science; Business; Computer science; Politics","score_opus":0.015761655469472016,"score_gpt":0.3221342359880376,"score_spread":0.3063725805185656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149419459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945899,0.0000143325115,0.0011036854,0.0002550761,0.00006822726,0.0013374182,0.0000015498084,0.000016853617,0.0026129219],"genre_scores_gemma":[0.99948466,8.682447e-7,0.00021269261,0.000035369663,0.000008460448,0.00015715271,0.000010497396,0.0000086477785,0.00008164057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971515,0.0013593715,0.00038913082,0.00032284198,0.00042935988,0.0003477731],"domain_scores_gemma":[0.99903065,0.00030667102,0.00009690039,0.0003396795,0.000109996996,0.00011608652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005322204,0.00015822604,0.0002359558,0.000021776466,0.00013321133,0.000023007717,0.000243489,0.00007259168,0.0000889959],"category_scores_gemma":[0.0010606734,0.00011648022,0.0000474876,0.00035621502,0.0006351675,0.00031460635,0.00035482278,0.0002009207,0.000008299945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009503752,0.00041868273,0.9831613,0.00008878531,0.000007339407,0.0000037571147,0.0037894335,0.0074515487,0.00022903425,0.0025122315,0.000022666725,0.0022201922],"study_design_scores_gemma":[0.00064172054,0.00010120053,0.9703252,0.000008118138,0.0000054858237,5.9887856e-7,0.009080155,0.00018808557,0.0012353411,0.017482582,0.00079028617,0.00014125701],"about_ca_topic_score_codex":0.0015479963,"about_ca_topic_score_gemma":0.00030182253,"teacher_disagreement_score":0.014970352,"about_ca_system_score_codex":0.009729438,"about_ca_system_score_gemma":0.00066254917,"threshold_uncertainty_score":0.994072},"labels":[],"label_agreement":null},{"id":"W2150314122","doi":"10.1080/17441692.2015.1062904","title":"Dioxin risk reduction programme at the most severe dioxin hot spot in Vietnam: Residual knowledge, attitude and practices five years post intervention","year":2015,"lang":"en","type":"article","venue":"Global Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Intervention (counseling); Environmental health; Focus group; Medicine; Nursing; Business","score_opus":0.04227267947258304,"score_gpt":0.3553728630127807,"score_spread":0.31310018354019764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150314122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879813,0.00049658987,0.000009085936,0.0072651594,0.00025035068,0.00060771673,0.00009177859,0.000034616645,0.0032633878],"genre_scores_gemma":[0.99811715,0.0002573023,0.0002340583,0.00031876974,0.00009560763,0.00003538026,0.00008568038,0.000011289531,0.0008447717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975229,0.0007156827,0.00034348128,0.0003934622,0.0004426657,0.0005818228],"domain_scores_gemma":[0.9988115,0.000033493045,0.00045256354,0.00022190806,0.000012827717,0.0004677397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021883638,0.00016899173,0.00019100326,0.0000262826,0.00025554496,0.00013964289,0.00021855076,0.000098957025,0.0001569816],"category_scores_gemma":[0.00035650693,0.0001366843,0.00004414339,0.00042616064,0.00030407586,0.0008075174,0.0005007307,0.00025367818,0.0002368456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012903808,0.0010682008,0.7479668,0.000028300854,0.000039595583,0.000008588208,0.0057558366,0.000055950757,0.000049166945,0.00008632468,0.018087015,0.22672515],"study_design_scores_gemma":[0.0009100075,0.00039705093,0.96988416,0.000022542594,0.000009743011,0.00004687562,0.0065420954,0.00004316336,0.0000036982096,0.00021928098,0.021761965,0.0001594035],"about_ca_topic_score_codex":0.024757547,"about_ca_topic_score_gemma":0.026202062,"teacher_disagreement_score":0.22656573,"about_ca_system_score_codex":0.0027542717,"about_ca_system_score_gemma":0.00012670794,"threshold_uncertainty_score":0.9915672},"labels":[],"label_agreement":null},{"id":"W2151066596","doi":"10.1177/1757975914522667","title":"L’évaluation d’impact sur la santé (EIS) : une démarche intersectorielle pour l’action sur les déterminants sociaux, économiques et environnementaux de la santé","year":2014,"lang":"fr","type":"article","venue":"Global Health Promotion","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de Santé Publique du Québec","funders":"","keywords":"Health impact assessment; Welfare economics; Political science; Public health policy; Framing (construction); Valuation (finance); Stakeholder; Public policy; Health policy; Public health; Business; Geography; Public relations; Health care; Economics; Medicine; Nursing","score_opus":0.06708360576445313,"score_gpt":0.43176931940968205,"score_spread":0.36468571364522895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151066596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740924,0.00058468163,0.010180445,0.0046246056,0.0007164345,0.0008841607,0.00024107633,0.00008932466,0.008586833],"genre_scores_gemma":[0.99221593,0.0043339,0.0012930605,0.0005192965,0.00043343456,0.0000494685,0.00015919807,0.00004642528,0.00094927225],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99118316,0.005846308,0.00071023824,0.00065918214,0.00055717,0.0010439566],"domain_scores_gemma":[0.9981264,0.00044840018,0.0006021942,0.0003050301,0.00001848701,0.000499481],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00484848,0.0005040867,0.000498935,0.000052817206,0.0006227929,0.0001708422,0.0002881619,0.00046168626,0.0024391145],"category_scores_gemma":[0.00025211883,0.0005317722,0.0002444244,0.00026969923,0.0005360645,0.001140112,0.00023633793,0.00054742466,0.00040768893],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006740871,0.0017342035,0.19985744,0.00017959763,0.000060476308,0.0000065317513,0.0028895263,0.00042296844,0.0016563581,0.00049300556,0.0051265876,0.7875059],"study_design_scores_gemma":[0.0013266688,0.0012759231,0.9733971,0.00031995936,0.00006403173,0.000046783513,0.0012899865,0.0059623006,0.00039477195,0.0077749146,0.007702068,0.00044553317],"about_ca_topic_score_codex":0.039437883,"about_ca_topic_score_gemma":0.0069196993,"teacher_disagreement_score":0.7870604,"about_ca_system_score_codex":0.0099144485,"about_ca_system_score_gemma":0.00042269,"threshold_uncertainty_score":0.99971336},"labels":[],"label_agreement":null},{"id":"W2152511892","doi":"10.1109/ethics.2014.6893444","title":"Sustainability assessments, engineering and the precautionary principle: The case of a transmission line","year":2014,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Sustainability; Precautionary principle; Context (archaeology); Business; Social sustainability; Natural resource; Risk analysis (engineering); Sustainability organizations; Order (exchange); Sustainable development; Environmental economics; Environmental resource management; Economics; Political science; Ecology; Geography","score_opus":0.006208121387086965,"score_gpt":0.27920845647912335,"score_spread":0.27300033509203636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152511892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98190993,0.000027671103,0.012159684,0.0016656291,0.000025559906,0.00040187413,0.0000017998819,0.000015751444,0.0037920868],"genre_scores_gemma":[0.99846226,0.000023041097,0.0007595282,0.000106299405,0.000014021525,0.000019344616,0.0000012394715,0.000005466933,0.0006087841],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99930584,0.00012550519,0.00015690287,0.0001313064,0.00014217135,0.00013825527],"domain_scores_gemma":[0.99952215,0.0001945622,0.0000447056,0.00017848454,0.000003426692,0.00005666073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007112062,0.0000874969,0.000102493665,0.0000059361823,0.0001768915,0.000014104887,0.00011176707,0.000033632983,0.0003518692],"category_scores_gemma":[0.000044267654,0.000042105483,0.00004149138,0.000078808036,0.0003583534,0.00012008937,0.00015851881,0.00009886484,0.000002764488],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006159956,0.00176153,0.19189028,0.0004012323,0.0002591759,0.00010922756,0.012060732,0.045635283,0.016412819,0.09354728,0.0009007124,0.6364057],"study_design_scores_gemma":[0.003915918,0.00044825397,0.5547906,0.000028889881,0.00014225788,0.00030742522,0.0029267615,0.39160272,0.0029630153,0.015426322,0.026963824,0.0004839931],"about_ca_topic_score_codex":0.0005689435,"about_ca_topic_score_gemma":0.000023864786,"teacher_disagreement_score":0.6359217,"about_ca_system_score_codex":0.00009500821,"about_ca_system_score_gemma":0.0000060683424,"threshold_uncertainty_score":0.38527212},"labels":[],"label_agreement":null},{"id":"W2152665436","doi":"10.5751/es-04148-160229","title":"The Challenge of Developing Social Indicators for Cumulative Effects Assessment and Land Use Planning","year":2011,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of California, Santa Barbara; Alberta Innovates","keywords":"Cumulative effects; Environmental resource management; Environmental planning; Land-use planning; Land use; Land use, land-use change and forestry; Geography; Environmental science; Ecology; Biology","score_opus":0.037099220938573985,"score_gpt":0.32080405390621514,"score_spread":0.28370483296764115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152665436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99791455,0.000032679836,0.00027425052,0.00014097923,0.000062145096,0.00022882276,0.000004000417,0.000006375351,0.0013361673],"genre_scores_gemma":[0.9968281,0.00013058723,0.0027719499,0.0001566202,0.000016297341,0.000031061685,0.0000022066997,0.0000055394185,0.0000576695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99946225,0.000053919284,0.00010754729,0.00013413666,0.00006865093,0.00017348732],"domain_scores_gemma":[0.99952906,0.0003056343,0.0000894654,0.000037791942,0.0000019293163,0.000036105088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000263663,0.00007936527,0.00012336254,0.0000051631123,0.00062165095,0.000009465157,0.000054870176,0.000102834405,0.000020532325],"category_scores_gemma":[0.000012091775,0.000057940626,0.000041170508,0.000034577493,0.00045862873,0.00011507589,0.00012976553,0.00008889681,6.7343194e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009135788,0.000035753223,0.98094785,0.000013149647,0.000062558145,5.14699e-7,0.015575611,9.428761e-7,0.00006165935,0.0013694064,0.00015917633,0.0017642594],"study_design_scores_gemma":[0.00036298606,0.0001175985,0.99471915,0.000003901046,0.00001884512,3.3901003e-7,0.0010318817,0.00006543215,0.000085513675,0.0032481146,0.00027457892,0.00007164329],"about_ca_topic_score_codex":0.00003063641,"about_ca_topic_score_gemma":0.000028079969,"teacher_disagreement_score":0.01454373,"about_ca_system_score_codex":0.00007768751,"about_ca_system_score_gemma":0.000010026431,"threshold_uncertainty_score":0.47812992},"labels":[],"label_agreement":null},{"id":"W2154758839","doi":"10.1111/j.1365-2400.2004.00409.x","title":"Fish habitat is everyone's business, Canada's fish habitat management programme","year":2004,"lang":"en","type":"article","venue":"Fisheries Management and Ecology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Habitat; Business; Enforcement; Legislation; Environmental resource management; Wildlife; Outreach; Mandate; Fishery; Agency (philosophy); Environmental planning; Geography; Ecology; Political science; Environmental science","score_opus":0.00786335225175508,"score_gpt":0.1958987285303507,"score_spread":0.18803537627859562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154758839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90509486,0.000025426036,0.00007997391,0.012690389,0.00069681276,0.0010079441,0.000041799613,0.00009107341,0.08027173],"genre_scores_gemma":[0.954102,0.0006408115,0.0025420734,0.016266264,0.000081393875,0.0002830635,0.00012752636,0.000054024356,0.025902878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780136,0.000037174806,0.00031516424,0.00058434095,0.00042105786,0.00084088516],"domain_scores_gemma":[0.9993403,0.000019132698,0.00011601832,0.0003027896,0.0000068894733,0.00021486373],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013118537,0.00033819888,0.0003023658,0.000043327236,0.00043375528,0.00012171253,0.00033615634,0.00010579211,0.0019079283],"category_scores_gemma":[0.0000072701387,0.00034005425,0.000057817524,0.00030822252,0.00039562897,0.00044118776,0.00090121356,0.0001327341,0.00012346185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004391815,0.00031353286,0.75842685,0.00012902921,0.00021239666,0.0003030919,0.00035948705,0.00011329633,0.000008753189,0.00024997792,0.22987044,0.009969259],"study_design_scores_gemma":[0.00089272193,0.00009541019,0.7579747,0.000012385462,0.00006504062,0.0000053237736,0.0007075924,0.0000061699825,0.00001652916,0.0012278452,0.23868184,0.0003144443],"about_ca_topic_score_codex":0.040230036,"about_ca_topic_score_gemma":0.60968,"teacher_disagreement_score":0.56944996,"about_ca_system_score_codex":0.00085326005,"about_ca_system_score_gemma":0.000017639766,"threshold_uncertainty_score":0.99990517},"labels":[],"label_agreement":null},{"id":"W2155245511","doi":"10.1002/ieam.1332","title":"Scale, assessment components, and reference conditions: Issues for cumulative effects assessment in Canadian watersheds","year":2012,"lang":"en","type":"review","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of British Columbia; University of Calgary; University of New Brunswick; University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Stressor; Scale (ratio); Environmental science; Environmental resource management; Watershed; Water quality; Aquatic environment; Aquatic ecosystem; Environmental planning; Limiting; Environmental monitoring; Risk analysis (engineering); Computer science; Geography; Ecology; Environmental engineering; Engineering; Business; Psychology; Cartography","score_opus":0.03709197965864901,"score_gpt":0.36122778765901287,"score_spread":0.32413580800036385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155245511","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037210904,0.8755661,0.00081179757,0.00095608155,0.0021312204,0.033085905,0.0036201268,0.00033947764,0.046278376],"genre_scores_gemma":[0.05573664,0.9269169,0.007686941,0.00024097147,0.000072896444,0.002943575,0.004031783,0.00015987462,0.0022104103],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943356,0.0005429774,0.0011952575,0.0014640286,0.0008214528,0.001640677],"domain_scores_gemma":[0.99776435,0.00022145374,0.0004866897,0.00056717417,0.000004880488,0.00095548265],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00094503135,0.0013877992,0.0019048135,0.00046760027,0.0006157055,0.00026741545,0.0005329485,0.00054923294,0.00096356904],"category_scores_gemma":[0.0000031599102,0.0010969286,0.0002827598,0.0003241073,0.0006661234,0.0007806101,0.0009478029,0.0009849594,0.0001108536],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020952417,0.0016496975,0.08640565,0.0054593277,0.0010400168,0.0001163135,0.00042868638,0.000020851143,0.000116189236,0.0016715948,0.0010261417,0.9020446],"study_design_scores_gemma":[0.0013315445,0.00030461422,0.22807144,0.0021223687,0.0013302198,0.000016802453,0.00065657496,0.00030502985,0.000004216166,0.00045254684,0.76401716,0.001387463],"about_ca_topic_score_codex":0.02796151,"about_ca_topic_score_gemma":0.0118203815,"teacher_disagreement_score":0.9006571,"about_ca_system_score_codex":0.006901753,"about_ca_system_score_gemma":0.00009215271,"threshold_uncertainty_score":0.9999497},"labels":[],"label_agreement":null},{"id":"W2155711633","doi":"","title":"The relationship between environmental agreements and environmental impact assessment follow-up in Saskatchewan's uranium industry","year":2009,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Environmental impact assessment; Uranium; Business; Uranium mining; Environmental science; Environmental protection; Environmental resource management; Environmental planning; Natural resource economics; Political science; Economics","score_opus":0.010382639436908413,"score_gpt":0.20513214540093835,"score_spread":0.19474950596402993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155711633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99649316,0.000051877847,0.00021822644,0.00075604237,0.000076186676,0.0005739958,0.0005415892,0.000065235916,0.0012236657],"genre_scores_gemma":[0.98377526,0.00014645509,0.0015809819,0.000056222027,0.000027109249,4.820948e-8,0.00025920875,0.000028372862,0.01412633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99679494,0.00041475575,0.00036303105,0.00080119155,0.0008528492,0.00077320525],"domain_scores_gemma":[0.99785936,0.00037678273,0.00057542935,0.000622229,0.000005742878,0.0005604405],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035612617,0.0005412774,0.00069993344,0.0002618293,0.0011794585,0.00003965371,0.0012778495,0.00062435766,0.0018301568],"category_scores_gemma":[0.0000067655815,0.0006486022,0.00042027276,0.00058065547,0.0018989815,0.0026892384,0.0011234016,0.001040131,0.000054200435],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004073547,0.0004008041,0.9282884,0.000015758358,0.0001448536,0.00011748967,0.06345667,0.00009982687,0.0019149206,0.000008124111,0.00030850316,0.004837277],"study_design_scores_gemma":[0.0021906458,0.00028368994,0.57740563,0.00003999807,0.00011970705,0.000003585157,0.41875947,0.000042121228,0.00009398877,0.00027184346,0.00042740718,0.00036189446],"about_ca_topic_score_codex":0.013910539,"about_ca_topic_score_gemma":0.0068356018,"teacher_disagreement_score":0.35530278,"about_ca_system_score_codex":0.0011063117,"about_ca_system_score_gemma":0.0002453911,"threshold_uncertainty_score":0.99959654},"labels":[],"label_agreement":null},{"id":"W2155741551","doi":"10.3390/ijerph5040258","title":"Towards Integration of Environmental and Health Impact Assessments for Wild Capture Fishing and Farmed Fish with Particular Reference to Public Health and Occupational Health Dimensions","year":2008,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Research Councils UK","keywords":"Fishing; Public health; Aquaculture; Business; Health impact assessment; Environmental impact assessment; Occupational safety and health; Environmental planning; Agriculture; Environmental health; Impact assessment; Fishing industry; Environmental resource management; Fishery; Fish <Actinopterygii>; Geography; Ecology; Political science; Medicine; Environmental science; Biology; Nursing","score_opus":0.2122965785030291,"score_gpt":0.48990491620140797,"score_spread":0.2776083376983789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155741551","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25670752,0.69602823,0.0018421471,0.035143502,0.00024987856,0.004708806,0.0052084145,0.00002022616,0.00009124721],"genre_scores_gemma":[0.20590281,0.78910434,0.002523439,0.0017076824,0.00007310037,0.00005542873,0.0005406472,0.000044779936,0.000047766025],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99365956,0.0009138798,0.0014608147,0.0006914176,0.0021298956,0.0011444264],"domain_scores_gemma":[0.9952291,0.000317435,0.0014711737,0.00022646227,0.000031184354,0.0027246254],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034129077,0.00050968706,0.0013831477,0.00046740097,0.00076811557,0.00023197732,0.00039738728,0.0001788514,0.00013633918],"category_scores_gemma":[0.0001301438,0.00038826274,0.00014545541,0.00020999734,0.0008542413,0.00095137156,0.0006691476,0.00092856644,0.0000029575745],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010625446,0.001076,0.01909066,0.00047806063,0.0003455755,0.000011055672,0.0022539804,0.0000025102067,0.00002104374,0.00008164688,0.0019981917,0.97453505],"study_design_scores_gemma":[0.0030987759,0.014409625,0.42634076,0.0032602597,0.000034942288,0.0013312364,0.006050767,0.00007696165,0.0000023931464,0.00021207969,0.5443355,0.0008467467],"about_ca_topic_score_codex":0.0015657177,"about_ca_topic_score_gemma":0.00038661953,"teacher_disagreement_score":0.97368824,"about_ca_system_score_codex":0.004114182,"about_ca_system_score_gemma":0.0016980838,"threshold_uncertainty_score":0.99985695},"labels":[],"label_agreement":null},{"id":"W2156267973","doi":"10.4000/vertigo.8505","title":"L’Évaluation environnementale de grands projets industriels : potentialités et limites pour la gouvernance territoriale","year":2009,"lang":"fr","type":"article","venue":"VertigO","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.024282206809642135,"score_gpt":0.28425094739308315,"score_spread":0.259968740583441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156267973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96931297,0.00059018197,0.0017327686,0.009852243,0.0012617686,0.0005243115,0.00010105977,0.000054858552,0.016569834],"genre_scores_gemma":[0.9803073,0.0013581238,0.0039912155,0.0016927676,0.00062985456,0.00002656792,0.000040064668,0.000033231587,0.011920873],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99694026,0.0006658618,0.00040978583,0.0005225139,0.0007299775,0.0007316262],"domain_scores_gemma":[0.99908614,0.000119866665,0.00019502587,0.0002992138,0.0000048119978,0.00029494532],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006329971,0.0003697746,0.00028242738,0.00004121935,0.000403364,0.00016887304,0.00035293694,0.000429623,0.0024616262],"category_scores_gemma":[0.00010899336,0.00040023727,0.00017150199,0.0002106845,0.00041339226,0.00087388343,0.00015736451,0.00045690133,0.0006326541],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010107165,0.0028008756,0.27606708,0.000026044689,0.00007473858,0.00008988819,0.007451854,0.00092057337,0.39506543,0.0019575376,0.021400226,0.2940447],"study_design_scores_gemma":[0.0022176835,0.0004661283,0.8504457,0.00018029641,0.00014575155,0.000031430354,0.0005338015,0.0009131399,0.064830415,0.010462677,0.069088385,0.0006846192],"about_ca_topic_score_codex":0.0011223687,"about_ca_topic_score_gemma":0.00008780278,"teacher_disagreement_score":0.5743786,"about_ca_system_score_codex":0.0010622769,"about_ca_system_score_gemma":0.000103879785,"threshold_uncertainty_score":0.99984497},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.013904718036455117,"score_gpt":0.28341500734062397,"score_spread":0.26951028930416887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156641251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793285,0.00014087702,0.00012608538,0.00043072217,0.00017145032,0.0010412959,0.000031181127,0.000016483707,0.018713372],"genre_scores_gemma":[0.99345404,0.0021006367,0.0020655727,0.000691221,0.00008717896,0.000054981196,0.000014973162,0.000057864287,0.0014735329],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958914,0.00057581236,0.0009176232,0.0006211051,0.001087153,0.0009069124],"domain_scores_gemma":[0.9978271,0.00007218061,0.00056427094,0.00034245467,0.00000303758,0.0011909357],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013906463,0.00057470385,0.00054232375,0.0004219865,0.0009380874,0.00025601193,0.00029952693,0.00013020569,0.00158099],"category_scores_gemma":[0.000016234066,0.00053590693,0.00015614355,0.00023397461,0.00050268706,0.0009986107,0.00059558224,0.0006229404,0.000028294868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014818534,0.002757842,0.9650181,0.000033978587,0.0005903866,0.004085857,0.0023235297,0.00013776991,0.001114564,0.0016587445,0.00035114036,0.021913277],"study_design_scores_gemma":[0.005171151,0.0031696712,0.8222052,0.000035763096,0.0004800216,0.0036413695,0.08554827,0.00020229229,0.000047010715,0.00090832816,0.0775076,0.001083315],"about_ca_topic_score_codex":0.005532892,"about_ca_topic_score_gemma":0.0031334537,"teacher_disagreement_score":0.14281288,"about_ca_system_score_codex":0.0027807609,"about_ca_system_score_gemma":0.000083745486,"threshold_uncertainty_score":0.99970925},"labels":[],"label_agreement":null},{"id":"W2157796079","doi":"10.1111/j.1745-5871.2012.00759.x","title":"Towards a Culturally Sustainable Environmental Impact Assessment: The Protection of Ainu Cultural Heritage in the Saru River Cultural Impact Assessment, Japan","year":2012,"lang":"en","type":"article","venue":"Geographical Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Indigenous; Cultural heritage; Ceremony; Ethnic group; Environmental impact assessment; Environmental planning; Traditional knowledge; Political science; Environmental resource management; Geography; Law; Archaeology","score_opus":0.038649042518910603,"score_gpt":0.40158394695826344,"score_spread":0.36293490443935283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157796079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98835754,0.00015451932,0.000023874005,0.000951658,0.00006189338,0.0019338537,0.000042080654,0.000024909717,0.008449642],"genre_scores_gemma":[0.99839854,0.00027153932,0.0001845723,0.00010645999,0.00015150713,0.00032714775,0.000073769246,0.0000305195,0.00045591843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99219114,0.0018870392,0.0005432746,0.000508859,0.0027918979,0.0020777637],"domain_scores_gemma":[0.99850184,0.00024261881,0.0001905557,0.00061610417,0.000032949192,0.0004159333],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004788509,0.00045297443,0.00040513332,0.00015338874,0.0011392928,0.00029608127,0.0011977677,0.00026545228,0.0022365062],"category_scores_gemma":[0.00013643809,0.00022117932,0.0005401366,0.0016495484,0.0026440388,0.0018934057,0.0009220705,0.0019660366,0.00008842698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009080189,0.0012554505,0.96618026,0.000021800139,0.00011326797,0.000012981156,0.0093860235,0.000120229,0.017729068,0.0004467471,0.0009726173,0.0036707753],"study_design_scores_gemma":[0.000688652,0.00066954514,0.97145665,0.000016605623,0.000028565977,0.000028591785,0.024363685,0.00022298929,0.00014633556,0.000912225,0.0011725473,0.00029358605],"about_ca_topic_score_codex":0.015164965,"about_ca_topic_score_gemma":0.00017198522,"teacher_disagreement_score":0.017582731,"about_ca_system_score_codex":0.0018969242,"about_ca_system_score_gemma":0.00007259522,"threshold_uncertainty_score":0.9986756},"labels":[],"label_agreement":null},{"id":"W2158812727","doi":"","title":"Exploring the Links Between Individual and Social Learning in the Red River Floodway Environmental Assessment","year":2006,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Context (archaeology); Sustainability; Resource (disambiguation); Public relations; Resource management (computing); Environmental resource management; Political science; Environmental planning; Business; Geography; Computer science; Economics; Ecology","score_opus":0.03500920885482656,"score_gpt":0.21701250582636136,"score_spread":0.1820032969715348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158812727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99459153,0.0000076814395,0.00006743818,0.0022303963,0.000030045589,0.00019321729,0.000012796337,0.000013712879,0.0028531533],"genre_scores_gemma":[0.9994206,0.000035790246,0.00026723155,0.00005370676,0.00006467385,0.0000012658174,0.00002443678,0.000008514578,0.00012378495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998725,0.0002348715,0.00009404353,0.00020907487,0.00048690665,0.00025010074],"domain_scores_gemma":[0.9996679,0.000084808824,0.000104546314,0.0001114848,9.2806084e-7,0.000030320343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040527422,0.00013067563,0.00014757541,0.00003149698,0.00071284204,0.000030023271,0.00035722685,0.00008018177,0.000041848005],"category_scores_gemma":[0.0000019667095,0.00011148553,0.00006228108,0.000116078445,0.0005796689,0.00042189972,0.0004243157,0.0004664956,0.000028797185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057968673,0.000081210266,0.99150497,0.000003045749,0.000016992268,0.000010454722,0.0033580563,0.00013787362,0.00093944446,0.000045043,0.00026341813,0.0036337005],"study_design_scores_gemma":[0.00042476907,0.000060138744,0.9636436,0.000004560975,0.00004620441,0.0000012325713,0.032548107,0.00004993986,0.000041872077,0.00014914211,0.002908762,0.0001216795],"about_ca_topic_score_codex":0.0033366203,"about_ca_topic_score_gemma":0.012221666,"teacher_disagreement_score":0.02919005,"about_ca_system_score_codex":0.00022487054,"about_ca_system_score_gemma":0.0000049385694,"threshold_uncertainty_score":0.68199766},"labels":[],"label_agreement":null},{"id":"W2159529292","doi":"10.1016/s0398-7620(06)76740-2","title":"Évaluer la pérennité des programmes de santé publique : un outil et son application en Haïti","year":2006,"lang":"fr","type":"review","venue":"Revue d Épidémiologie et de Santé Publique","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Sustainability; Agency (philosophy); Thematic analysis; Unit (ring theory); Citizen journalism; Relevance (law); Session (web analytics); Public relations; Process management; Business; Political science; Sociology; Knowledge management; Psychology; Computer science; Qualitative research; Social science","score_opus":0.033713486832560466,"score_gpt":0.3582941130145592,"score_spread":0.32458062618199873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159529292","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15700099,0.64229125,0.081816904,0.007873319,0.0012321858,0.01163748,0.0015424879,0.0014472437,0.095158115],"genre_scores_gemma":[0.12399174,0.8391554,0.026856177,0.0021602658,0.0009376432,0.0022293879,0.0015538236,0.000298047,0.002817515],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9840121,0.009107414,0.0017715453,0.0018626079,0.00064160465,0.0026047172],"domain_scores_gemma":[0.99405307,0.0024689524,0.0013646174,0.0012564377,0.000054971475,0.00080194906],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0091437325,0.0016325734,0.00232822,0.0002666377,0.0005458452,0.00071983493,0.0020345284,0.0027365468,0.0010001591],"category_scores_gemma":[0.0016042958,0.0015094348,0.0011690609,0.0010395845,0.0016033694,0.0014949428,0.0012967476,0.0027412167,0.0006256515],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022555456,0.0012491053,0.16488574,0.0024602753,0.00024090182,0.000098190125,0.0011140052,0.0003469214,0.00030095453,0.0063048005,0.0020623326,0.8209142],"study_design_scores_gemma":[0.00052491133,0.00034792433,0.43159652,0.00183563,0.00047040443,0.0003016142,0.00026455428,0.00036922476,0.0001231983,0.017226584,0.5452835,0.0016559052],"about_ca_topic_score_codex":0.0057760524,"about_ca_topic_score_gemma":0.0008104889,"teacher_disagreement_score":0.81925833,"about_ca_system_score_codex":0.0068346276,"about_ca_system_score_gemma":0.0013301022,"threshold_uncertainty_score":0.99991304},"labels":[],"label_agreement":null},{"id":"W2160585965","doi":"10.1111/j.1541-0064.2011.00404.x","title":"Introduction to environmental impact assessment (2nd edition) by Bram F. Noble","year":2012,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Citation; Geographer; Columbia university; History; Library science; Art history; Media studies; Sociology; Computer science; Cartography; Geography","score_opus":0.004172151793453409,"score_gpt":0.21437345285496434,"score_spread":0.21020130106151094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160585965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98946553,0.000343721,0.000030110126,0.0024775346,0.0014021563,0.0006575602,0.0007338108,0.00008373001,0.0048058564],"genre_scores_gemma":[0.99489915,0.00032272135,0.00043789725,0.001443664,0.0009985641,0.00015855093,0.00063055527,0.00007568417,0.001033238],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960395,0.00011316817,0.00041442452,0.0006787055,0.0005796583,0.0021745218],"domain_scores_gemma":[0.9956904,0.000043979628,0.00013188229,0.00057227904,0.000007633564,0.0035538035],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036671927,0.00057710666,0.00038645917,0.0008446907,0.001029832,0.00014422872,0.0004719998,0.00020930178,0.012615417],"category_scores_gemma":[0.000024659628,0.00058498455,0.00032435686,0.002054877,0.0010283352,0.0012818236,0.0001625503,0.00032749597,0.00051726785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008392927,0.00013148181,0.69758147,0.0000040640207,0.00009561134,0.000005934224,0.00061931583,0.00006468243,0.0018935503,0.0001049285,0.29468456,0.0048060007],"study_design_scores_gemma":[0.00020854469,0.00020231871,0.7087539,0.0000056996705,0.00004836489,0.000025686579,0.0018412377,0.000005293509,0.00016229742,0.000118171956,0.2880156,0.00061291724],"about_ca_topic_score_codex":0.44747725,"about_ca_topic_score_gemma":0.6677932,"teacher_disagreement_score":0.22031596,"about_ca_system_score_codex":0.0017174656,"about_ca_system_score_gemma":0.00003815596,"threshold_uncertainty_score":0.99966013},"labels":[],"label_agreement":null},{"id":"W2161776421","doi":"10.1080/14615517.2012.667238","title":"Environmental impact assessment process substitution: experiences of public participants","year":2012,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Emera","keywords":"Environmental impact assessment; Process (computing); Session (web analytics); Public participation; Government (linguistics); Pipeline (software); Public relations; Action (physics); Test (biology); Political science; Business; Public administration; Environmental planning; Engineering; Computer science; Law; Environmental science; Advertising","score_opus":0.05540213634116886,"score_gpt":0.43442765807230743,"score_spread":0.37902552173113857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161776421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99289316,0.00017339499,0.00030485413,0.00004899882,0.00039350087,0.0007110732,0.000051553157,0.000061196966,0.0053622853],"genre_scores_gemma":[0.9984859,0.00010311046,0.000780515,0.000039613282,0.00017990575,0.00024404156,0.000077604716,0.0000407137,0.000048569138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99599093,0.00032548106,0.0006219131,0.00048502328,0.0011551994,0.0014214488],"domain_scores_gemma":[0.9983412,0.00017638796,0.00040390497,0.0003661085,0.000007897695,0.0007044945],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011298218,0.00055364793,0.00057005626,0.00011807093,0.000400285,0.00014438586,0.00036515822,0.00018478297,0.004424703],"category_scores_gemma":[0.00003745339,0.00041835487,0.00025540864,0.0004138156,0.00090083346,0.002441199,0.00033832694,0.00033854652,0.000042214346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003436484,0.0011371089,0.9746072,0.000017993796,0.00013533888,0.0000033375452,0.014078377,0.000041271822,0.0056346897,0.00010010986,0.00022331029,0.0039868737],"study_design_scores_gemma":[0.0009065539,0.0006623931,0.98273605,0.000017044482,0.00008008751,0.000029901967,0.013032683,0.00043174424,0.0012104054,0.000054878827,0.00030282352,0.0005354059],"about_ca_topic_score_codex":0.00026690966,"about_ca_topic_score_gemma":0.0000100491125,"teacher_disagreement_score":0.0081288535,"about_ca_system_score_codex":0.00079413195,"about_ca_system_score_gemma":0.0002036706,"threshold_uncertainty_score":0.99982685},"labels":[],"label_agreement":null},{"id":"W2162017516","doi":"10.1093/heapro/16.3.269","title":"Promoting social responsibility for health: health impact assessment and healthy public policy at the community level","year":2001,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health impact assessment; Health promotion; Declaration; Public health; Health policy; Public relations; Social determinants of health; Political science; Health equity; Medicine; Nursing","score_opus":0.17842853020432173,"score_gpt":0.49627626895824034,"score_spread":0.3178477387539186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162017516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6609174,0.00003481032,0.0018225465,0.33472112,0.00021141191,0.0014568684,0.00027388416,0.000047734356,0.0005142301],"genre_scores_gemma":[0.9847939,0.00021323773,0.00091307383,0.012585825,0.0002823532,0.00019358227,0.00035356925,0.000027826094,0.0006366081],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954624,0.0018195589,0.0007662641,0.00039183383,0.0007225021,0.0008374392],"domain_scores_gemma":[0.99825794,0.00021450993,0.00072684756,0.00027182885,0.000029229093,0.0004996464],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005895663,0.0002382574,0.00033031768,0.00008557492,0.004178634,0.00011296128,0.00034933214,0.000081360544,0.0007352659],"category_scores_gemma":[0.00015631842,0.0001900403,0.00012412455,0.0002737385,0.00034140554,0.00043533905,0.00048354262,0.00049926055,0.000028123146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003050935,0.0030639775,0.66467714,0.00020503797,0.00009747554,8.5662003e-7,0.021898864,0.000027393291,0.00014546506,0.0016822092,0.022989733,0.28490672],"study_design_scores_gemma":[0.0010399872,0.0014456958,0.98263985,0.000026429245,0.0000017917245,0.00003026442,0.0005051796,0.0007917051,0.0000036481897,0.0023366292,0.011030411,0.00014841338],"about_ca_topic_score_codex":0.010981071,"about_ca_topic_score_gemma":0.0053326264,"teacher_disagreement_score":0.32387653,"about_ca_system_score_codex":0.011181598,"about_ca_system_score_gemma":0.00086262607,"threshold_uncertainty_score":0.9971178},"labels":[],"label_agreement":null},{"id":"W2162160182","doi":"10.1177/030913330202600213","title":"Book Review: Geomorphology and environmental impact assessment","year":2002,"lang":"en","type":"article","venue":"Progress in Physical Geography Earth and Environment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Geography; Geomorphology; Geology","score_opus":0.006180745063239886,"score_gpt":0.2555910075593477,"score_spread":0.24941026249610784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162160182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8845356,0.11278884,0.000011213142,0.00080388517,0.00003803012,0.0007223459,0.000048824262,0.000028339375,0.0010229021],"genre_scores_gemma":[0.89480186,0.10179149,0.00031383833,0.0025974256,0.00004299581,0.00014855836,0.000047195983,0.000028369031,0.00022825564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976635,0.00014135524,0.00031975532,0.00069059106,0.0005137137,0.0006710585],"domain_scores_gemma":[0.99912196,0.000045442528,0.000121574296,0.0003126695,5.685804e-7,0.00039778737],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016688096,0.000413926,0.0004614466,0.000059599744,0.00018588215,0.00003804816,0.0001668306,0.000094624964,0.009768066],"category_scores_gemma":[0.0000024613569,0.00034988057,0.00016191923,0.00012192063,0.0013245661,0.0003864431,0.00044400757,0.00034526462,0.00017815817],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010837254,0.0010456786,0.9188675,0.000038466413,0.00004154629,0.00003660399,0.0001957592,0.000030458192,0.00025503035,0.000005368621,0.003543617,0.075929135],"study_design_scores_gemma":[0.0007690976,0.00046995332,0.9584588,0.00006137321,0.000054238204,0.000024013367,0.00003083616,0.0013890249,0.000053972177,0.00013506021,0.038120564,0.00043306057],"about_ca_topic_score_codex":0.000046239154,"about_ca_topic_score_gemma":0.0000020153432,"teacher_disagreement_score":0.07549607,"about_ca_system_score_codex":0.00010934824,"about_ca_system_score_gemma":0.0000015742132,"threshold_uncertainty_score":0.99989533},"labels":[],"label_agreement":null},{"id":"W2163538169","doi":"10.3390/ijerph111111054","title":"Advancing Efforts to Achieve Health Equity: Equity Metrics for Health Impact Assessment Practice","year":2014,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Health impact assessment; Equity (law); Health equity; Political science; Public relations; Business; Public economics; Public health; Medicine; Health care; Economics; Nursing","score_opus":0.09876467855211682,"score_gpt":0.5396011282991431,"score_spread":0.4408364497470263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163538169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55524445,0.0010191463,0.08686853,0.34632704,0.0013954247,0.0027913095,0.00053043687,0.0000351908,0.0057884394],"genre_scores_gemma":[0.9682757,0.00267341,0.015929013,0.012518595,0.0003635772,0.000025146257,0.000051462084,0.00003563989,0.00012741756],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99260026,0.00095926406,0.001064549,0.00044250328,0.003417276,0.0015161689],"domain_scores_gemma":[0.9952157,0.0008918967,0.0009008618,0.0002406918,0.000053853793,0.0026969807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018436672,0.00025916702,0.0005297357,0.0003955724,0.0006918232,0.0003260504,0.00082415505,0.00007502177,0.0004231371],"category_scores_gemma":[0.0010543618,0.00022378778,0.00016353618,0.00034065987,0.00027668918,0.0013057173,0.001560568,0.0007068053,0.00003587542],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003375327,0.0026395023,0.037915234,0.000045403078,0.00019376783,0.000010323805,0.001635342,0.00025399515,0.00062413333,0.0007592019,0.016423192,0.9391624],"study_design_scores_gemma":[0.0037684955,0.030615797,0.4743364,0.00019451107,0.000011072277,0.00030985498,0.0041665426,0.0010452654,0.000051614756,0.008037407,0.47686654,0.0005965112],"about_ca_topic_score_codex":0.0012933409,"about_ca_topic_score_gemma":0.0001924575,"teacher_disagreement_score":0.93856585,"about_ca_system_score_codex":0.011471701,"about_ca_system_score_gemma":0.000811461,"threshold_uncertainty_score":0.9923231},"labels":[],"label_agreement":null},{"id":"W2164274899","doi":"10.1684/ers.2009.0291","title":"Biodisponibilité et bioaccessibilité des métaux et metalloïdes des sols pollués pour la voie orale chez l’homme","year":2009,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GDG Environnement","funders":"","keywords":"Medicine","score_opus":0.026512595054717453,"score_gpt":0.28703134755003235,"score_spread":0.26051875249531486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164274899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8513237,0.0025909562,0.016722841,0.019482823,0.00021673685,0.0010739856,0.00043480247,0.0002667553,0.10788736],"genre_scores_gemma":[0.8673963,0.0059751943,0.09368101,0.0006947795,0.00003282735,0.00009833375,0.0004761311,0.00011288571,0.031532574],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.97690576,0.017625118,0.0012304393,0.0018595771,0.0011095589,0.0012695333],"domain_scores_gemma":[0.9932362,0.002143473,0.0009212488,0.0025767162,0.00030388616,0.000818484],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.013923818,0.0010950252,0.0009931191,0.00018237087,0.0012405406,0.0012698597,0.002603711,0.00078924967,0.0034890752],"category_scores_gemma":[0.0013727455,0.0011150117,0.0007346303,0.0007978191,0.0039907796,0.0013322305,0.003247426,0.0013835303,0.0009063592],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011988618,0.012789762,0.2986858,0.000640273,0.000682956,0.000079813115,0.07141891,0.0008656567,0.17070113,0.12083793,0.0013970536,0.32178086],"study_design_scores_gemma":[0.0015765281,0.000006659473,0.82138693,0.0025704058,0.00028258073,0.000050908377,0.0015912025,0.001985026,0.07862099,0.07277054,0.017375685,0.0017825261],"about_ca_topic_score_codex":0.016844753,"about_ca_topic_score_gemma":0.013967345,"teacher_disagreement_score":0.52270114,"about_ca_system_score_codex":0.001393902,"about_ca_system_score_gemma":0.0003768785,"threshold_uncertainty_score":0.99987155},"labels":[],"label_agreement":null},{"id":"W2166242865","doi":"10.5539/mas.v9n1p89","title":"Evaluation of the Quality of Environmental Impact Assessment Reports Using Lee and Colley Package in Niger Republic","year":2014,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Quality (philosophy); Process (computing); Environmental quality; Business; Environmental planning; Environmental resource management; Niger delta; Environmental management system; Computer science; Environmental science; Political science; Engineering; Law","score_opus":0.04188518850756817,"score_gpt":0.3567716311283366,"score_spread":0.3148864426207684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166242865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99289477,0.000009437687,0.0010951626,0.000020253465,0.00004972739,0.00048565862,0.000006870902,0.000004231042,0.0054339166],"genre_scores_gemma":[0.999259,0.000003142041,0.0006546511,0.000036207537,0.000006133616,0.000013905722,0.0000012410646,0.0000080138725,0.000017718496],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9963796,0.000234242,0.00048756006,0.00042422768,0.0021879745,0.00028636042],"domain_scores_gemma":[0.9989076,0.000045698154,0.00045044278,0.0004902885,0.000008059297,0.0000979034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073469556,0.00014113661,0.00023515135,0.00005130796,0.00021186621,0.000029160356,0.00027693555,0.000052981766,0.00022847083],"category_scores_gemma":[0.00008819332,0.000103962615,0.000055488832,0.00036605555,0.0013483843,0.00031732852,0.00047512204,0.00011496818,0.0000014190681],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033133406,0.000109116445,0.42069831,0.000002354035,0.0000029950586,1.0935412e-7,0.00052128686,0.0016738471,0.5722277,0.000022024515,0.000001537083,0.0047373907],"study_design_scores_gemma":[0.00033320795,0.000025852863,0.93377435,0.0000071784643,0.000017009206,0.0000023998737,0.00018574906,0.05140565,0.01043461,0.0037028973,0.0000017777085,0.000109299006],"about_ca_topic_score_codex":0.0004833116,"about_ca_topic_score_gemma":0.000078106226,"teacher_disagreement_score":0.5617931,"about_ca_system_score_codex":0.0010902227,"about_ca_system_score_gemma":0.00009907244,"threshold_uncertainty_score":0.49681783},"labels":[],"label_agreement":null},{"id":"W2166345550","doi":"10.1016/j.gaceta.2011.05.007","title":"La institucionalización de la evaluación del impacto en la salud en Quebec: ¿un modelo factible en España?","year":2011,"lang":"es","type":"article","venue":"Gaceta Sanitaria","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.016158339902759777,"score_gpt":0.2978194097494922,"score_spread":0.28166106984673245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166345550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90995204,0.0003135393,0.0010697058,0.00019461535,0.0002765331,0.00052021036,0.00020387187,0.00010302784,0.087366454],"genre_scores_gemma":[0.99234056,0.00090131845,0.004162136,0.000324776,0.00020240918,0.000051872088,0.00005537041,0.000112379785,0.0018491672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935576,0.0030404767,0.0005579747,0.00086241745,0.00095648423,0.0010250773],"domain_scores_gemma":[0.99758106,0.0007709923,0.00025015726,0.00077448285,0.000011707936,0.00061156665],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002688242,0.0007116288,0.0005864264,0.000121146535,0.0004394218,0.00027376466,0.0009889462,0.0009575208,0.0090453755],"category_scores_gemma":[0.00026935217,0.00069791824,0.00031329595,0.0002931186,0.00080243615,0.0012522889,0.00083718775,0.001044975,0.001915361],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003195796,0.0025021834,0.8501508,0.00012621983,0.0007564475,0.00034127932,0.05505246,0.0014605141,0.03739706,0.015230546,0.0019674131,0.0346955],"study_design_scores_gemma":[0.001197262,0.00019471478,0.972556,0.00010571383,0.00033133602,0.00009810146,0.0022889697,0.0010373248,0.0027224743,0.0069538904,0.011642916,0.0008713067],"about_ca_topic_score_codex":0.027108658,"about_ca_topic_score_gemma":0.0012616203,"teacher_disagreement_score":0.12240519,"about_ca_system_score_codex":0.0018605336,"about_ca_system_score_gemma":0.00027956325,"threshold_uncertainty_score":0.9995472},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.014176523223073775,"score_gpt":0.32495863674088793,"score_spread":0.31078211351781415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166754333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690211,0.0000715656,0.00006660473,0.0038093107,0.00014538225,0.001007417,0.00002851736,0.0000076281754,0.025842478],"genre_scores_gemma":[0.99078643,0.0030906303,0.002832029,0.002478384,0.00011635785,0.00010770631,0.000015456826,0.000028242948,0.0005447395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963037,0.00026971105,0.0009056067,0.0004379525,0.0015207363,0.0005623143],"domain_scores_gemma":[0.9986447,0.00017128176,0.00068627676,0.00025392367,0.0000038540475,0.00023992786],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009961219,0.00042744822,0.0004017766,0.00020072602,0.00027282798,0.0002914482,0.000637608,0.00009640906,0.0012742976],"category_scores_gemma":[0.000015938966,0.00031214277,0.000117265176,0.00017659692,0.00032939084,0.00163729,0.0005591857,0.0005173541,0.000052722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006422132,0.0067337216,0.9572226,0.00005241661,0.00060766813,0.00017431128,0.0014994573,0.00019193963,0.009703447,0.0018654582,0.0005723773,0.021312399],"study_design_scores_gemma":[0.0020805346,0.0007780328,0.97546536,0.000031965774,0.00015435375,0.00012264529,0.013720011,0.0003565552,0.000049851908,0.0031255106,0.0037258635,0.00038933533],"about_ca_topic_score_codex":0.00025317183,"about_ca_topic_score_gemma":0.000021862666,"teacher_disagreement_score":0.025297739,"about_ca_system_score_codex":0.0012955798,"about_ca_system_score_gemma":0.000024148563,"threshold_uncertainty_score":0.99993306},"labels":[],"label_agreement":null},{"id":"W2166995786","doi":"10.7202/1007605ar","title":"Analyse de cycle de vie à l’échelle du quartier : un outil d’aide à la décision? Le cas de la ZAC Claude Bernard à Paris (France)","year":2011,"lang":"fr","type":"article","venue":"Environnement urbain","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.0114082559748948,"score_gpt":0.24966141145428736,"score_spread":0.23825315547939255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166995786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9183255,0.0033542102,0.01025612,0.0023794896,0.0002771735,0.00047194294,0.00009131017,0.00007282846,0.064771414],"genre_scores_gemma":[0.9551611,0.0034234102,0.017610507,0.0013801582,0.0002783084,0.00008482936,0.000022585973,0.00011313516,0.021925947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994331,0.0016264135,0.0007472534,0.00084841193,0.0007648788,0.0016820255],"domain_scores_gemma":[0.9977032,0.00030867624,0.0003171266,0.00073383236,0.0000046762375,0.0009325033],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024511083,0.0006691974,0.00056445313,0.00008442662,0.000820896,0.00013323309,0.0007695502,0.0005964368,0.017931804],"category_scores_gemma":[0.0000849582,0.00073122524,0.00042793856,0.0002937877,0.0015356049,0.00054165715,0.00063842675,0.0007794337,0.001805664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079573736,0.0035230736,0.91666764,0.000036450678,0.00031661638,0.0004484938,0.024906896,0.0029666096,0.015114439,0.0012080418,0.0062275603,0.02850458],"study_design_scores_gemma":[0.0021471032,0.00035491158,0.83845127,0.00009112625,0.00038001506,0.00006248962,0.0046281368,0.0036060896,0.012992035,0.00858192,0.12770708,0.00099784],"about_ca_topic_score_codex":0.036648415,"about_ca_topic_score_gemma":0.001046465,"teacher_disagreement_score":0.12147951,"about_ca_system_score_codex":0.0027071803,"about_ca_system_score_gemma":0.00019077885,"threshold_uncertainty_score":0.99951386},"labels":[],"label_agreement":null},{"id":"W216731290","doi":"","title":"Approach to management of polluted sites in Canada.","year":2009,"lang":"en","type":"article","venue":"Shengtai yu nongcun huanjing xuebao","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sampling (signal processing); Test site; Test (biology); Management system; Environmental remediation; Environmental resource management; Environmental science; China; Environmental protection; Environmental planning; Geography; Computer science; Operations management; Engineering; Contamination; Archaeology; Ecology; Mining engineering; Telecommunications","score_opus":0.010906116510080995,"score_gpt":0.2333087340002687,"score_spread":0.2224026174901877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W216731290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88621074,0.00002159232,0.00016998935,0.00023534997,0.00006646377,0.00034101415,0.000010243963,0.00001739754,0.112927206],"genre_scores_gemma":[0.9933501,0.000009934387,0.0048048445,0.00064766675,0.000019543066,0.000011933495,0.000012752097,0.000014283764,0.0011289265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982431,0.000045667126,0.00033274028,0.00035209447,0.00053444126,0.0004919806],"domain_scores_gemma":[0.9994302,0.000016475835,0.00007781798,0.00028141376,0.0000027554063,0.00019138597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018853476,0.00019890835,0.00025287835,0.000055435572,0.00008351747,0.000018748153,0.00035722024,0.0000484403,0.00033195605],"category_scores_gemma":[0.0000064867945,0.00019759804,0.000049034516,0.00050664414,0.000048135247,0.0001883609,0.00018484208,0.00013587713,0.000062327024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001136562,0.0014977126,0.8739242,0.000092140035,0.00010750677,0.00012089407,0.0038966786,0.018774204,0.037903152,0.0014758452,0.007751217,0.054342795],"study_design_scores_gemma":[0.00044496352,0.00006506718,0.99404657,0.000038576265,0.000015796475,0.0000012468136,0.001567238,0.00038787557,0.002040563,0.00035621686,0.00074382324,0.00029204538],"about_ca_topic_score_codex":0.28695586,"about_ca_topic_score_gemma":0.16912283,"teacher_disagreement_score":0.12012239,"about_ca_system_score_codex":0.0012645003,"about_ca_system_score_gemma":0.000035689358,"threshold_uncertainty_score":0.8460385},"labels":[],"label_agreement":null},{"id":"W2167739703","doi":"10.1016/s0195-9255(03)00113-6","title":"Cumulative effect assessment in Canada: a regional framework for aquatic ecosystems","year":2003,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":139,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Stressor; Context (archaeology); Sustainable development; Environmental resource management; Aquatic ecosystem; Process (computing); Cumulative effects; Environmental science; Environmental planning; Environmental quality; Computer science; Risk analysis (engineering); Business; Ecology; Geography; Psychology; Biology","score_opus":0.0190629204048203,"score_gpt":0.3450755464443817,"score_spread":0.3260126260395614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167739703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966479,0.008850121,0.0051121246,0.00080835505,0.0006777829,0.008650136,0.00020227008,0.00005876046,0.009161468],"genre_scores_gemma":[0.98506016,0.0052264617,0.0067408327,0.0014210219,0.00005022783,0.0009749155,0.0002097073,0.0000912459,0.00022543028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994524,0.000956015,0.0010947085,0.0008884142,0.0013872094,0.0011496223],"domain_scores_gemma":[0.9974749,0.00076511264,0.00055798644,0.00066209683,0.0000021975923,0.00053771574],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015727602,0.00079723395,0.0011954597,0.00006128874,0.00028282395,0.000058688544,0.00046104673,0.00015729666,0.008762353],"category_scores_gemma":[0.00010452443,0.0006679574,0.00045668238,0.00036608177,0.00016495277,0.0005625186,0.00017562526,0.00066781876,0.00016365015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022442327,0.0007060802,0.9867374,0.00037095495,0.00016396651,0.000034508605,0.000101770565,0.0006081267,0.000617471,0.0007082805,0.0049146255,0.0050143963],"study_design_scores_gemma":[0.0029218583,0.0013732698,0.95870864,0.0022370697,0.00033333997,0.000059667367,0.0004434762,0.0023632636,0.00027657207,0.0028739118,0.02665195,0.001756974],"about_ca_topic_score_codex":0.15928164,"about_ca_topic_score_gemma":0.107031226,"teacher_disagreement_score":0.05225042,"about_ca_system_score_codex":0.016647138,"about_ca_system_score_gemma":0.0005231673,"threshold_uncertainty_score":0.99957716},"labels":[],"label_agreement":null},{"id":"W2169474039","doi":"10.3152/146155111x12959673796281","title":"Enhancing benefits in health impact assessment through stakeholder consultation","year":2011,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"U.S. Bureau of Land Management; University of New South Wales","keywords":"Stakeholder engagement; Stakeholder; Health impact assessment; Livelihood; Empowerment; Impact assessment; Stakeholder analysis; Business; Public relations; Process (computing); Environmental resource management; Environmental planning; Political science; Medicine; Nursing; Public administration; Public health; Economics; Geography; Computer science","score_opus":0.08532082045095338,"score_gpt":0.4200789917643576,"score_spread":0.33475817131340424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169474039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97585976,0.0001186007,0.0011954469,0.00014005789,0.00022892529,0.0011000625,0.000060363724,0.00007932743,0.021217454],"genre_scores_gemma":[0.98617584,0.00031351688,0.012885229,0.00022522458,0.00006162438,0.000099186356,0.000093634655,0.000052120256,0.000093642215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996518,0.00036983233,0.0007457738,0.0006422958,0.0007117394,0.0010123354],"domain_scores_gemma":[0.99874586,0.00023288824,0.00040112,0.00031127257,0.000011645459,0.00029723352],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001061198,0.00052952627,0.0005737381,0.00012771161,0.0003197458,0.00014132242,0.00024559608,0.00016697442,0.0020162843],"category_scores_gemma":[0.000039273593,0.00043096152,0.00015609662,0.0005628884,0.00024353925,0.0014856234,0.0002494427,0.0004913255,0.000037621518],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009490357,0.00078470324,0.9677672,0.000037069407,0.00009492103,0.000015527907,0.015940402,0.00017204059,0.0029247757,0.00040627547,0.0005450868,0.011217119],"study_design_scores_gemma":[0.001853254,0.0011419108,0.9916796,0.00007397018,0.000022543954,0.000019726662,0.003176128,0.0003725218,0.0004754092,0.0004490047,0.00022596135,0.0005099541],"about_ca_topic_score_codex":0.019336296,"about_ca_topic_score_gemma":0.0014257829,"teacher_disagreement_score":0.02391244,"about_ca_system_score_codex":0.0014595371,"about_ca_system_score_gemma":0.00035763936,"threshold_uncertainty_score":0.9998142},"labels":[],"label_agreement":null},{"id":"W2169669898","doi":"10.5539/gjhs.v6n5p183","title":"Ranking the Effects of Urban Development Projects on Social Determinants of Health: Health Impact Assessment","year":2014,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Analytic hierarchy process; Recreation; Social determinants of health; Ranking (information retrieval); Variety (cybernetics); Process (computing); Business; Quality (philosophy); Environmental planning; Environmental health; Environmental economics; Computer science; Medicine; Operations research; Economic growth; Geography; Health care; Political science; Economics; Engineering","score_opus":0.028319145804111177,"score_gpt":0.38917152754381323,"score_spread":0.3608523817397021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169669898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99689484,0.00020855073,0.0004685814,0.0010651309,0.0004939447,0.0005289074,0.000004832454,0.0000056357485,0.00032958313],"genre_scores_gemma":[0.99698305,0.00009180747,0.0017536932,0.0011030944,0.00005036272,0.0000036002634,6.159899e-7,0.000007814098,0.000005981016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99492806,0.0005339507,0.0013770984,0.0002696146,0.0020458256,0.00084543775],"domain_scores_gemma":[0.996506,0.00011039108,0.0027906795,0.00020928613,0.00003259451,0.00035106653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00715291,0.00022110197,0.000727606,0.00007733339,0.0010634215,0.00003663696,0.00082727516,0.00004370773,0.00002067434],"category_scores_gemma":[0.000105346284,0.00014148788,0.00014897987,0.0007060413,0.00084684876,0.0003513448,0.00023505394,0.0002468625,0.000005627675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035827645,0.00046694052,0.71624166,0.00019435369,0.000016267733,0.0000018515439,0.0028357208,0.000119043914,0.00049890106,0.00008680438,0.0009183788,0.27858427],"study_design_scores_gemma":[0.0006525749,0.002060854,0.99546635,0.0003351163,0.000004503968,0.000026094873,0.00035380115,0.00007419674,0.0005818415,0.00015325469,0.00018171746,0.000109701505],"about_ca_topic_score_codex":0.001030995,"about_ca_topic_score_gemma":0.00006604749,"teacher_disagreement_score":0.2792247,"about_ca_system_score_codex":0.0037366142,"about_ca_system_score_gemma":0.0019587118,"threshold_uncertainty_score":0.97711164},"labels":[],"label_agreement":null},{"id":"W2169681737","doi":"","title":"Scientific Errors and Ambiguities in Prominent Submissions to Canadian Environmental Assessments: A Case Study of the Jackpine Mine Expansion Project","year":2013,"lang":"en","type":"preprint","venue":"viXra","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Allowance (engineering); Agency (philosophy); Uncertainty; Process (computing); Political science; Democracy; Citizen journalism; Work (physics); Resource (disambiguation); Public relations; Operations research; Law; Sociology; Computer science; Economics; Engineering; Operations management; Social science; Mathematics","score_opus":0.03460112238607471,"score_gpt":0.3144283139509873,"score_spread":0.2798271915649126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169681737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946878,0.00003100978,0.0000015490838,0.0003024562,0.0004507916,0.0039021987,0.00013210153,0.00001130957,0.0004808173],"genre_scores_gemma":[0.997188,0.0000147550545,0.00022088303,0.00012032601,0.000024403986,0.00043240274,0.00003122643,0.000035016543,0.0019330395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971634,0.0002584326,0.00052791636,0.0008022543,0.0007166572,0.00053133204],"domain_scores_gemma":[0.99865,0.000024881241,0.00021347975,0.00072991377,0.0000053065937,0.0003763795],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041546577,0.0003977362,0.0004052523,0.00022360998,0.0004232816,0.0001438221,0.0004867666,0.00017731678,0.000596633],"category_scores_gemma":[0.0000316825,0.00030010316,0.000081289414,0.00032344589,0.00044457987,0.000218689,0.002337004,0.0004459592,0.000036325222],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020318546,0.0020747029,0.93809015,0.00007177871,0.00006823897,0.00039011822,0.033768613,0.0010519512,0.017955452,0.0000026205214,0.0025088254,0.003997227],"study_design_scores_gemma":[0.0010612323,0.0005577255,0.9397132,0.00021734665,0.00009082557,0.000090980735,0.05506683,0.0007235917,0.00064491207,0.00010237003,0.001052353,0.0006786744],"about_ca_topic_score_codex":0.57921374,"about_ca_topic_score_gemma":0.42122138,"teacher_disagreement_score":0.15799233,"about_ca_system_score_codex":0.0014484554,"about_ca_system_score_gemma":0.00014493693,"threshold_uncertainty_score":0.9999451},"labels":[],"label_agreement":null},{"id":"W2170556475","doi":"10.3152/147154606781765075","title":"Impact assessment of trade-related policies and agreements: experience and challenges","year":2006,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Negotiation; Sustainable development; Impact assessment; Strategic environmental assessment; Business; Environmental impact assessment; Poverty; Free trade; Trade barrier; International trade; Economics; Economic growth; Political science","score_opus":0.029019581765111047,"score_gpt":0.3980968578410925,"score_spread":0.36907727607598145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170556475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863074,0.0006943985,0.000043806438,0.00038815488,0.00009185063,0.00056858564,0.00004894076,0.00004598261,0.011810904],"genre_scores_gemma":[0.9964284,0.0022750692,0.0010298113,0.000030187919,0.000052745963,0.00004618096,0.000033222383,0.0000329928,0.00007144597],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975444,0.000176978,0.00051464717,0.0005334296,0.00061658496,0.0006139525],"domain_scores_gemma":[0.99904746,0.00017728978,0.0002946173,0.0002490413,0.000006372969,0.00022520065],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040423655,0.00047416936,0.00052830484,0.00011851996,0.00026146768,0.0001349278,0.00017286997,0.0001690474,0.00032063943],"category_scores_gemma":[0.000014017649,0.0003655587,0.00011983248,0.00024539704,0.00078335375,0.0008215075,0.00034229876,0.00024773253,0.0000019271072],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027315433,0.00041754486,0.97260505,0.000040372797,0.000110411536,0.000006510127,0.0036409283,0.000035284487,0.010519885,0.000585078,0.00022432339,0.011787279],"study_design_scores_gemma":[0.0012588552,0.0009389959,0.9935197,0.00003276026,0.00006160909,0.000038861534,0.0021042926,0.00077241147,0.00016569867,0.00032270714,0.00037443766,0.00040964613],"about_ca_topic_score_codex":0.0042734155,"about_ca_topic_score_gemma":0.000110240544,"teacher_disagreement_score":0.020914657,"about_ca_system_score_codex":0.00026479046,"about_ca_system_score_gemma":0.00006535267,"threshold_uncertainty_score":0.99987966},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.013398086455683933,"score_gpt":0.31008070065552584,"score_spread":0.29668261419984193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171489287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672187,0.00084380724,0.00017915151,0.0022707512,0.000110169356,0.00078729657,0.000038368267,0.000017452212,0.028534295],"genre_scores_gemma":[0.95436674,0.04139136,0.0026512137,0.00032619247,0.00012745238,0.000032476164,0.000012012109,0.000048937094,0.0010435949],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960524,0.00026633107,0.0010504322,0.0006025831,0.0013065384,0.00072170136],"domain_scores_gemma":[0.99815196,0.0001137595,0.00083809637,0.000396946,0.0000049607233,0.0004942692],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008511904,0.00056146923,0.00071602815,0.00027216013,0.00030719567,0.00009208982,0.00044304662,0.00015175468,0.0008395945],"category_scores_gemma":[0.000012114564,0.00049544283,0.00022287884,0.00016630381,0.0008837401,0.0009816837,0.0010750755,0.00041267215,0.000013042581],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000330607,0.0053310697,0.7634373,0.00048279742,0.0012633816,0.00076913537,0.0026065889,0.00076083554,0.022083296,0.012374898,0.00015742028,0.19040273],"study_design_scores_gemma":[0.0025362524,0.0017925239,0.9401507,0.00009506278,0.00035592628,0.0003156119,0.032016467,0.00017191205,0.00018398192,0.013075026,0.008690843,0.00061568944],"about_ca_topic_score_codex":0.00014958493,"about_ca_topic_score_gemma":0.00001896631,"teacher_disagreement_score":0.18978703,"about_ca_system_score_codex":0.0017604103,"about_ca_system_score_gemma":0.00004275534,"threshold_uncertainty_score":0.9997497},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.006893584336047305,"score_gpt":0.33207955814620016,"score_spread":0.32518597381015285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171546978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863141,0.000042857748,0.0071713952,0.0022200113,0.00008393332,0.0014214612,0.00003371937,0.0000042046936,0.0027082826],"genre_scores_gemma":[0.98442906,0.00023670215,0.014697495,0.00038400255,0.000090940775,0.00010375971,0.000004491629,0.000013431894,0.00004013116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981334,0.00020572981,0.0007304991,0.0002800319,0.00035797484,0.00029234434],"domain_scores_gemma":[0.99838483,0.0008596033,0.00054653815,0.0001345626,0.0000053832705,0.0000690956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009864493,0.00022603873,0.0003659356,0.00011638741,0.0003304716,0.00008559469,0.000144631,0.00010091622,0.00022015818],"category_scores_gemma":[0.000054705815,0.00016747165,0.00012679165,0.00008709961,0.0005271672,0.0003495427,0.00031974897,0.00023565273,0.0000015282756],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030643097,0.0037504046,0.28794265,0.00014388029,0.00037487794,0.000069223366,0.002289504,0.0061421753,0.0056485184,0.6006724,0.0012281565,0.09143176],"study_design_scores_gemma":[0.0006601838,0.00040859485,0.70020676,0.000025987416,0.00006503339,0.000009374451,0.0024678644,0.00021928857,0.00005976882,0.2954185,0.00033532453,0.0001233189],"about_ca_topic_score_codex":0.00012674407,"about_ca_topic_score_gemma":0.00008293073,"teacher_disagreement_score":0.4122641,"about_ca_system_score_codex":0.0020495027,"about_ca_system_score_gemma":0.00003906199,"threshold_uncertainty_score":0.6829295},"labels":[],"label_agreement":null},{"id":"W2174105454","doi":"10.5558/tfc2012-100","title":"Crown–Coastal First Nation governance of the Great Bear Rainforest: An introduction to my research","year":2012,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Corporate governance; Geography; Environmental resource management; Resource management (computing); Environmental planning; Ecosystem-based management; Rainforest; Resource (disambiguation); Political science; Business; Ecosystem; Ecology; Environmental science","score_opus":0.03247000862400111,"score_gpt":0.3037222485806165,"score_spread":0.2712522399566154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2174105454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936999,0.000025222407,0.00002058043,0.0032936283,0.00023121607,0.00034234728,0.000016261674,0.000012293675,0.002358534],"genre_scores_gemma":[0.99753743,0.000011080055,0.00007507168,0.000106684405,0.0005424462,0.000022064947,0.0000052525847,0.000013210215,0.0016867715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849415,0.000117994256,0.000151197,0.00015780138,0.0006548938,0.00042395826],"domain_scores_gemma":[0.99931395,0.000038716797,0.00007440874,0.0004472732,0.0000070423066,0.00011858424],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00075631234,0.00009577168,0.00007919857,0.000009663744,0.0005126212,0.000026914922,0.00046213708,0.000052512994,0.0009993716],"category_scores_gemma":[0.00007002204,0.000059293456,0.000048413902,0.00031491724,0.00049341127,0.00061135023,0.00046125008,0.00020237,0.00024247152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010485789,0.00042235875,0.9339313,0.000018434814,0.000022475315,5.2614683e-7,0.0072917948,0.0066845333,0.019645415,0.0032246148,0.022041643,0.0066120746],"study_design_scores_gemma":[0.00017914172,0.000121107514,0.9664365,0.0000073631068,0.0000060619764,0.000003688358,0.00034956695,0.00019537496,0.008923348,0.0004059105,0.0232897,0.00008224676],"about_ca_topic_score_codex":0.0016381568,"about_ca_topic_score_gemma":0.0015510238,"teacher_disagreement_score":0.032505218,"about_ca_system_score_codex":0.0005080098,"about_ca_system_score_gemma":0.000017359604,"threshold_uncertainty_score":0.9999139},"labels":[],"label_agreement":null},{"id":"W2174469378","doi":"10.2987/8756-971x(2005)21[239:apadat]2.0.co;2","title":"AMCA PRESIDENT'S ADDRESS DELIVERED AT THE AMCA ANNUAL CONFERENCE APRIL 4, 2005, VANCOUVER, BRITISH COLUMBIA, CANADA","year":2005,"lang":"en","type":"article","venue":"Journal of the American Mosquito Control Association","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biology; Library science","score_opus":0.0030878840957606576,"score_gpt":0.2007003327845857,"score_spread":0.19761244868882505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2174469378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99352515,0.000097948236,0.000041256968,0.004180467,0.00069333747,0.0002891711,0.0001814792,0.000007890848,0.0009832974],"genre_scores_gemma":[0.977527,0.0001265626,0.00005535153,0.003602924,0.00039356074,0.000009162845,0.0000020979717,0.000017468812,0.01826584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968502,0.0004515663,0.00053190417,0.00018760837,0.0014873954,0.00049130456],"domain_scores_gemma":[0.997187,0.00025091055,0.0020851241,0.00022518383,0.00006674665,0.00018503351],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007140804,0.00014943654,0.00038384422,0.000008996844,0.0006067473,0.00022352177,0.0007160225,0.000056573233,0.0012027005],"category_scores_gemma":[0.00026696114,0.00013468291,0.00019808368,0.00016853941,0.0002444258,0.00050322316,0.0002514816,0.0003493751,0.000023552704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004770245,0.00009122605,0.4988437,0.0000011718508,0.00014755422,0.000008010411,0.00031540394,0.002828023,0.0013077437,1.9460673e-7,0.48615804,0.010251234],"study_design_scores_gemma":[0.0011499767,0.00009035269,0.94877714,0.000018357068,0.00013985003,0.00001547563,0.001034679,0.00027301552,0.000083136765,0.00004489319,0.048191786,0.00018135353],"about_ca_topic_score_codex":0.7329722,"about_ca_topic_score_gemma":0.98923653,"teacher_disagreement_score":0.44993344,"about_ca_system_score_codex":0.006997915,"about_ca_system_score_gemma":0.00022065532,"threshold_uncertainty_score":0.9997103},"labels":[],"label_agreement":null},{"id":"W2179748742","doi":"10.5864/d2015-018","title":"Scoping review on the state of the environment reports in Ontario","year":2015,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Mandate; Dissemination; Guideline; Public health; Business; Environmental health; Information Dissemination; Public relations; Environmental planning; Medicine; Political science; Computer science; Geography; Nursing; World Wide Web","score_opus":0.061077341334495536,"score_gpt":0.3410359554988545,"score_spread":0.27995861416435897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2179748742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61850554,0.33412325,0.00001497267,0.0190669,0.00065612764,0.015783992,0.00003374678,0.00003309401,0.011782382],"genre_scores_gemma":[0.5285819,0.4135839,0.00020458947,0.053635363,0.000024105226,0.00057580374,0.000032696553,0.00007085325,0.003290769],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959914,0.00066203676,0.0011879837,0.00047574294,0.0011675025,0.0005153368],"domain_scores_gemma":[0.9979163,0.00007455441,0.00078205415,0.00094750995,8.010192e-7,0.0002787714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024380235,0.000319118,0.0006462029,0.000014938007,0.00017239783,0.000008119568,0.00044034366,0.000039829694,0.003636601],"category_scores_gemma":[0.00004998884,0.00018794367,0.0001958358,0.00017349592,0.00039271836,0.00015787684,0.0005445452,0.0004683628,0.0005296681],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043731325,0.003133138,0.8359159,0.015116384,0.000079880425,0.000101083555,0.004220118,0.0014668666,0.00033877153,0.000037624162,0.035628285,0.1039182],"study_design_scores_gemma":[0.00082992704,0.00075578195,0.7275539,0.19706205,0.00009740103,0.00008163431,0.00016544254,0.000012251211,0.00041109504,0.0009794938,0.07110403,0.00094702636],"about_ca_topic_score_codex":0.0076632295,"about_ca_topic_score_gemma":0.0082034115,"teacher_disagreement_score":0.18194567,"about_ca_system_score_codex":0.003097603,"about_ca_system_score_gemma":0.0001233214,"threshold_uncertainty_score":0.9989448},"labels":[],"label_agreement":null},{"id":"W2182211404","doi":"","title":"A Study on Facilitating Factors and Barriers to Addressing Cumulative Effects","year":2012,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Credibility; Legitimacy; Salience (neuroscience); Variety (cybernetics); Business; Cumulative effects; Political science; Politics; Public relations; Public economics; Computer science; Economics","score_opus":0.04289567997564647,"score_gpt":0.34448590633113757,"score_spread":0.3015902263554911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182211404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98478496,0.0000035107346,0.00005665485,0.000023132285,0.00007572439,0.00042522888,0.000002602724,0.000024437117,0.014603733],"genre_scores_gemma":[0.99887496,2.3777598e-7,0.0004303734,0.0003367278,0.000014854802,0.00001541153,7.751149e-7,0.0000090573285,0.00031762273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990671,0.00009675987,0.00009400551,0.00017516012,0.0002663444,0.0003005845],"domain_scores_gemma":[0.9991693,0.0001664652,0.000025222216,0.0001227505,6.3841924e-7,0.0005156144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001669413,0.00013777944,0.00011927646,0.000018177316,0.00025454024,0.000026680409,0.000080733385,0.000027597898,0.0005822268],"category_scores_gemma":[0.00020056096,0.00010057992,0.000021847954,0.00008613036,0.00006084892,0.00031266393,0.00024319415,0.00007468817,0.00018583277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044266762,0.00010362705,0.95975614,0.0000014718921,0.000009978547,9.30767e-7,0.036080293,0.000030789728,0.0027285442,0.0000079545935,0.0000719819,0.0012038595],"study_design_scores_gemma":[0.00020087129,0.0002857001,0.9656289,0.0000066685207,0.000008348158,1.8737386e-7,0.031828787,0.000009879083,0.0018278689,0.00002672416,0.000045201563,0.00013083674],"about_ca_topic_score_codex":0.00030248112,"about_ca_topic_score_gemma":0.000025593637,"teacher_disagreement_score":0.01428611,"about_ca_system_score_codex":0.00016101071,"about_ca_system_score_gemma":0.0000016377546,"threshold_uncertainty_score":0.63749754},"labels":[],"label_agreement":null},{"id":"W2183449603","doi":"10.1007/3-540-27134-1_18","title":"SEA in Canada","year":2006,"lang":"en","type":"book-chapter","venue":"Environmental protection in the European Union","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Geology","score_opus":0.010179046398493739,"score_gpt":0.18589646543862304,"score_spread":0.1757174190401293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183449603","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045556575,0.000052189505,0.000056702796,0.00021088772,0.00022251428,0.0009871005,0.00005111138,0.00001740133,0.9528455],"genre_scores_gemma":[0.9021217,0.00008195876,0.000013444945,0.0002481406,0.0001252516,0.000024371371,0.00011218117,0.00008139,0.09719152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729896,0.00066108874,0.00046574284,0.00048445165,0.0007305281,0.0003592202],"domain_scores_gemma":[0.9993075,0.000024869223,0.00022232758,0.0003790143,3.4393517e-7,0.000065947934],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008940554,0.0003957743,0.00023102194,0.000062373336,0.00015093425,0.00002810637,0.0004420517,0.00010573478,0.0022712797],"category_scores_gemma":[0.0000032863231,0.0003426582,0.00008042901,0.00006073094,0.00019405679,0.00016154026,0.00029415163,0.00084676506,0.0010842888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000173537,0.0019149986,0.45335677,0.0001452837,0.00014769708,0.0039667943,0.0032493314,0.07109255,0.0092275385,0.00062246074,0.07295825,0.3831448],"study_design_scores_gemma":[0.000734567,0.00010638871,0.8082833,0.00009275274,0.00001976436,0.00003537272,0.00025908928,0.00012556261,0.00006964992,0.0015877499,0.18790005,0.00078574725],"about_ca_topic_score_codex":0.5704275,"about_ca_topic_score_gemma":0.6144642,"teacher_disagreement_score":0.8565652,"about_ca_system_score_codex":0.0049848347,"about_ca_system_score_gemma":0.000023392591,"threshold_uncertainty_score":0.99990255},"labels":[],"label_agreement":null},{"id":"W2185753461","doi":"10.1111/risa.12533","title":"Values‐Based Measures of Impacts to Indigenous Health","year":2015,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optech (Canada)","funders":"U.S. National Library of Medicine; National Institutes of Health; U.S. Environmental Protection Agency","keywords":"Indigenous; Context (archaeology); Environmental planning; Environmental resource management; Geography; Environmental health; Medicine; Environmental science; Ecology","score_opus":0.03886445064603333,"score_gpt":0.32137933388720485,"score_spread":0.2825148832411715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185753461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935417,0.00008395199,0.0045663584,0.00017275862,0.000029196033,0.00015837568,0.000042948755,0.000018686938,0.0013859873],"genre_scores_gemma":[0.9971732,0.00004100322,0.002146377,0.0004302584,0.000015977745,0.0000052231753,0.000015195822,0.0000094751895,0.0001632956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983531,0.00018928862,0.0002595653,0.00021446017,0.00067430007,0.00030925332],"domain_scores_gemma":[0.9989407,0.000023530154,0.00019951185,0.00028230206,0.000007385364,0.0005465635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007576493,0.00012281966,0.00033219453,0.000118973665,0.000120622266,0.000016328304,0.0001988737,0.000041808016,0.00037376894],"category_scores_gemma":[0.00006478645,0.000105246356,0.00018275711,0.0011121798,0.00007624115,0.000097979544,0.000085605505,0.00007575097,0.00029345625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001433907,0.00016534748,0.9491393,0.0000018509355,0.00020418507,0.0000011996253,0.0038953584,0.03864963,0.0003208112,7.9956015e-7,0.0008524606,0.0067547387],"study_design_scores_gemma":[0.00028372876,0.00026023263,0.9954087,0.0000037915277,0.00037452724,1.850849e-7,0.0007086642,0.00080594525,0.0011894535,0.00020689347,0.000596292,0.00016156427],"about_ca_topic_score_codex":0.022267878,"about_ca_topic_score_gemma":0.0024593256,"teacher_disagreement_score":0.046269443,"about_ca_system_score_codex":0.00056973327,"about_ca_system_score_gemma":0.00004851651,"threshold_uncertainty_score":0.9842429},"labels":[],"label_agreement":null},{"id":"W2186474656","doi":"","title":"WHEREAS Council has provided adequate information to the public and has held at least one public meeting in accordance with the Planning Act; The Council of the City of Toronto HEREBY ENACTS as follows:","year":2007,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public administration; Political science; Public relations; Library science; Computer science","score_opus":0.07140766295683913,"score_gpt":0.2472347838609857,"score_spread":0.1758271209041466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186474656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92826176,0.00015855579,0.00012859768,0.00900832,0.000058108923,0.0008754032,0.0000059851864,0.000013281738,0.061489962],"genre_scores_gemma":[0.99661934,0.000016103999,0.00008673504,0.0014985359,0.000020817537,0.000039211987,0.0000017615296,0.000010812532,0.0017066672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969424,0.00013925185,0.00039862315,0.0001952228,0.0018743126,0.00045021734],"domain_scores_gemma":[0.99879295,0.00023440481,0.00037714673,0.00042729592,0.000054634143,0.000113560265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033124909,0.00020010346,0.00019808792,0.000008239721,0.0006975108,0.00021981628,0.0006240294,0.00007076482,0.0003250063],"category_scores_gemma":[0.00032335747,0.00008724473,0.000052279265,0.00026584568,0.0005799308,0.001500877,0.0005647638,0.00019343721,0.000019539395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037944218,0.00030723764,0.8764179,0.000034574106,0.00012299739,0.0000018435446,0.09668493,0.0004355336,0.0071083936,0.000570665,0.002848146,0.015088388],"study_design_scores_gemma":[0.0008618933,0.00022441197,0.92600936,0.00009777969,0.000029859726,0.000009573472,0.027981246,0.00018120986,0.0015779223,0.00007579966,0.042712376,0.00023856598],"about_ca_topic_score_codex":0.04209694,"about_ca_topic_score_gemma":0.26159728,"teacher_disagreement_score":0.21950032,"about_ca_system_score_codex":0.003485269,"about_ca_system_score_gemma":0.00042244737,"threshold_uncertainty_score":0.9642818},"labels":[],"label_agreement":null},{"id":"W2187295730","doi":"","title":"TOWN OF AJAX CLASS ENVIRONMENTAL ASSESSMENT CARRUTHERS CREEK FLOOD MANAGEMENT AND ANALYSIS NOTICE OF PUBLIC INFORMATION CENTRE","year":2010,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Notice; Flood myth; Flooding (psychology); Environmental planning; Environmental resource management; Political science; Business; Geography; Law; Psychology; Environmental science","score_opus":0.005551539417102619,"score_gpt":0.2247206312469604,"score_spread":0.21916909182985778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187295730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9506053,0.0000043929635,0.0008009672,0.00017180361,0.00006883162,0.00026566812,0.000068059446,0.000013452515,0.048001528],"genre_scores_gemma":[0.9929986,0.000042822452,0.005909597,0.000104273,0.000007427564,0.0000070482647,0.0000805053,0.0000076219603,0.00084208243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984209,0.000054465367,0.00042802558,0.00020677646,0.00061636796,0.0002734971],"domain_scores_gemma":[0.9992434,0.00003215871,0.00025071506,0.00029491243,0.0000029471198,0.00017589652],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031440824,0.00016423239,0.00026462568,0.00009644148,0.000098531484,0.000047637623,0.00021728882,0.00009250071,0.0074066008],"category_scores_gemma":[0.00000590393,0.0001561675,0.00012401363,0.00030405953,0.00036113587,0.00082809164,0.00034436534,0.00014740477,0.00003270005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005507149,0.0003045257,0.9775099,0.00001617513,0.0003711228,0.0000010286569,0.00065284735,0.00014470973,0.008085418,0.00041346622,0.00013491011,0.0123604],"study_design_scores_gemma":[0.0005600241,0.0000635885,0.99102044,0.0000026157318,0.00034874628,8.099316e-7,0.003535928,0.0013813118,0.0011888808,0.00009713566,0.0016206204,0.00017988002],"about_ca_topic_score_codex":0.0007579937,"about_ca_topic_score_gemma":0.00066644145,"teacher_disagreement_score":0.047159445,"about_ca_system_score_codex":0.00013555688,"about_ca_system_score_gemma":0.0000058610613,"threshold_uncertainty_score":0.99350077},"labels":[],"label_agreement":null},{"id":"W2187604220","doi":"","title":"NOTICE Registration Of Class II Undertaking and Preparation of Terms of Reference for Environmental Assessment Pursuant to the Nova Scotia Environment Act","year":2000,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Notice; Class (philosophy); Nova (rocket); Political science; Geography; Computer science; Law; Engineering; Aeronautics; Artificial intelligence; Archaeology","score_opus":0.027315102272666526,"score_gpt":0.3201167330847887,"score_spread":0.2928016308121222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187604220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97575766,0.000009263465,0.00164758,0.00031894256,0.000033124994,0.00089851883,0.000060886352,0.000005439911,0.02126859],"genre_scores_gemma":[0.9943009,0.00006636057,0.0038957365,0.00009750184,0.0000137767875,0.000019362224,0.000037966518,0.000012529568,0.0015558781],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99838036,0.00006371681,0.0005199204,0.00030749923,0.00051916664,0.00020934532],"domain_scores_gemma":[0.9992191,0.00007739495,0.00030654977,0.00031534233,0.000001873926,0.00007971184],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037770197,0.00017298348,0.0002414979,0.000022322693,0.00012744356,0.000012256446,0.00022120561,0.00007890324,0.0023968688],"category_scores_gemma":[0.00000879668,0.00013020157,0.00006585358,0.00006804445,0.00032297216,0.00026092477,0.00015520885,0.0000770798,0.000018496881],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039358262,0.0013367103,0.08779366,0.00006438197,0.0001047392,5.6937245e-7,0.0024271347,0.014312527,0.85333997,0.0009463196,0.00029282822,0.03898756],"study_design_scores_gemma":[0.0008324333,0.0021729819,0.9380482,0.00003960846,0.00010521256,0.0000032925716,0.0007789123,0.0022394392,0.051054925,0.00033695396,0.004098437,0.00028962924],"about_ca_topic_score_codex":0.0004990161,"about_ca_topic_score_gemma":0.00033976842,"teacher_disagreement_score":0.85025454,"about_ca_system_score_codex":0.00021147172,"about_ca_system_score_gemma":0.000009823342,"threshold_uncertainty_score":0.99851507},"labels":[],"label_agreement":null},{"id":"W2188766440","doi":"","title":"At a Watershed: Ecological Governance and Sustainable Water Management in Canada","year":2005,"lang":"en","type":"article","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Blueprint; Watershed; Corporate governance; Watershed management; Context (archaeology); Environmental resource management; Environmental planning; Sustainability; Business; Sustainable development; Environmental governance; Political science; Geography; Ecology; Environmental science; Engineering","score_opus":0.010238016564334176,"score_gpt":0.22975624371902428,"score_spread":0.2195182271546901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188766440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736036,0.000042243995,0.0000018969345,0.0003881174,0.000023384477,0.00013271993,5.845483e-7,0.0000054733637,0.025801994],"genre_scores_gemma":[0.9467114,0.00016977236,0.00012620336,0.000011060095,0.000018019085,7.052071e-7,0.0000022559404,0.0000041938156,0.05295637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859923,0.0001662369,0.000076893055,0.00024103108,0.0004134908,0.0005031322],"domain_scores_gemma":[0.99968994,0.000043190794,0.00002856717,0.000083506304,0.00000726438,0.00014753928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042186066,0.00007565991,0.000114845345,0.000023274715,0.00067053596,0.000020365756,0.00013532682,0.000046375644,0.0007604684],"category_scores_gemma":[0.00000659525,0.00007053401,0.000014363095,0.00008341126,0.00024528912,0.00022458176,0.0008663544,0.00026363926,0.000032326738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001678203,0.00014713284,0.9809469,0.00005587179,0.000032514683,0.00062948646,0.0038981636,0.0006326941,0.00868963,0.000096398464,0.0022729693,0.0024304437],"study_design_scores_gemma":[0.00059114007,0.00016958674,0.8982994,0.000010081679,0.000005367952,0.0000062374975,0.008573579,0.0002880405,0.0007886106,0.00009865051,0.09104555,0.00012377575],"about_ca_topic_score_codex":0.38442624,"about_ca_topic_score_gemma":0.21136338,"teacher_disagreement_score":0.17306286,"about_ca_system_score_codex":0.001980304,"about_ca_system_score_gemma":0.000021298181,"threshold_uncertainty_score":0.8326596},"labels":[],"label_agreement":null},{"id":"W2188959508","doi":"","title":"ENVIRONMENTAL SURVEYS AND INDICATORS - CONCEPTUAL AND METHODOLOGICAL CHALLENGES","year":2007,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Data collection; Agency (philosophy); Work (physics); Sustainability; Environmental data; Environmental resource management; Environmental planning; Statistics; Geography; Environmental science; Sociology; Political science; Engineering; Mathematics; Social science","score_opus":0.0735217002641099,"score_gpt":0.33096168860673797,"score_spread":0.25743998834262805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188959508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97636896,0.0003224759,0.00096581044,0.00015636547,0.00003899571,0.0001210812,0.000007074216,0.000026923275,0.021992313],"genre_scores_gemma":[0.9957314,0.0010397438,0.0026804148,0.00023095071,0.000024550956,0.0000028724073,0.0000031104007,0.0000094863735,0.00027746367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998648,0.0003379395,0.00015849987,0.00031540953,0.00023816808,0.0003020062],"domain_scores_gemma":[0.9993544,0.0002487597,0.000047064725,0.000092370465,2.0412574e-7,0.0002571972],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022423307,0.00014815478,0.00016133487,0.00002476379,0.00014018134,0.0000141967275,0.00008166717,0.000112348884,0.0014338181],"category_scores_gemma":[0.000022958662,0.00011786152,0.000023860837,0.00004651702,0.0011433143,0.00017463043,0.0003252562,0.00012094479,0.00027486312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060326684,0.00009997176,0.72993493,0.0000016809739,0.000014025665,0.000011916708,0.001289218,5.371576e-7,0.0061265635,0.00039457445,0.000058687467,0.2620619],"study_design_scores_gemma":[0.00026031517,0.00012299241,0.99273384,0.0000011065338,0.0000075662238,0.000010315079,0.0031164458,0.0000029503356,0.001199784,0.00048388148,0.0018998242,0.00016096198],"about_ca_topic_score_codex":0.00006815928,"about_ca_topic_score_gemma":0.000058071037,"teacher_disagreement_score":0.26279896,"about_ca_system_score_codex":0.00007969906,"about_ca_system_score_gemma":0.0000011205244,"threshold_uncertainty_score":0.999479},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.06465575548267655,"score_gpt":0.37049006539838064,"score_spread":0.3058343099157041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2195077552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607497,0.00070915854,0.00010225558,0.018100822,0.0002068515,0.0008570892,0.000028964621,0.0000073682804,0.019237807],"genre_scores_gemma":[0.99068755,0.005066088,0.00088006596,0.0028162855,0.00011262867,0.00005925932,0.000011198315,0.000022770462,0.00034413196],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971328,0.00022596575,0.00075605046,0.00031464026,0.0011484259,0.00042211462],"domain_scores_gemma":[0.998415,0.000054495344,0.000614041,0.00027246904,0.000005741138,0.00063824473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013788859,0.0003126865,0.00035708133,0.00015997863,0.0005923765,0.00011452104,0.00059096003,0.00005978852,0.00013572814],"category_scores_gemma":[0.000013412153,0.0002043814,0.00008727267,0.00008119311,0.0007812905,0.00054510584,0.00066084083,0.0002869089,0.0000037246166],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013680148,0.0018632845,0.16463079,0.00015402064,0.0010200045,0.0001444486,0.17971496,0.00075161527,0.004110399,0.037501216,0.0020918667,0.6078806],"study_design_scores_gemma":[0.0013616594,0.0011025894,0.8370793,0.00012411071,0.00007689323,0.000072925955,0.10729875,0.00010801091,0.000114926115,0.0023604592,0.04991885,0.0003815228],"about_ca_topic_score_codex":0.0052154996,"about_ca_topic_score_gemma":0.006334498,"teacher_disagreement_score":0.6724485,"about_ca_system_score_codex":0.001951749,"about_ca_system_score_gemma":0.00009109867,"threshold_uncertainty_score":0.83344316},"labels":[],"label_agreement":null},{"id":"W2198798209","doi":"","title":"Développement durable dans les chaussées québécoises et françaises en 2010","year":2011,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Political science","score_opus":0.021077321573864168,"score_gpt":0.24785656112528195,"score_spread":0.2267792395514178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2198798209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6474784,0.0011077349,0.03450028,0.032890763,0.00081231986,0.0010189805,0.00022308184,0.00021200885,0.28175643],"genre_scores_gemma":[0.8741912,0.0103138955,0.034621168,0.00033670352,0.000046877467,0.00017330737,0.0004128798,0.000112681766,0.079791255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9893263,0.0066327495,0.00089362095,0.0012977845,0.0009547409,0.0008947916],"domain_scores_gemma":[0.9955149,0.001055396,0.0007541173,0.0019595942,0.00017906544,0.000536906],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0047449735,0.00080718845,0.00066530274,0.00010869813,0.0012011287,0.00037603002,0.0020349605,0.00061742123,0.009433288],"category_scores_gemma":[0.00049784046,0.00084731117,0.0004081056,0.00032717525,0.0014645717,0.0005419578,0.0031468086,0.0011107185,0.0016556106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004708475,0.0056445803,0.58597034,0.0003233187,0.0004796756,0.00003497906,0.17182642,0.0004883105,0.0798616,0.07850211,0.0058197756,0.07100181],"study_design_scores_gemma":[0.0007735535,0.0000030929882,0.84626144,0.0015104227,0.0001777631,0.000013929698,0.0021727649,0.0007482868,0.0903057,0.005290534,0.051511236,0.001231252],"about_ca_topic_score_codex":0.13874319,"about_ca_topic_score_gemma":0.0800785,"teacher_disagreement_score":0.26029113,"about_ca_system_score_codex":0.00092713634,"about_ca_system_score_gemma":0.00021047934,"threshold_uncertainty_score":0.99939775},"labels":[],"label_agreement":null},{"id":"W2211398161","doi":"10.1002/rem.21447","title":"Integrating the Social Dimension in Remediation Decision‐Making: State of the Practice and Way Forward","year":2015,"lang":"en","type":"article","venue":"Remediation Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Australian Government; Government of Canada; Cooperative Research Centre for Contamination Assessment and Remediation of the Environment; U.S. Environmental Protection Agency","keywords":"Stakeholder; Sustainability; Stakeholder engagement; Environmental resource management; Business; Remedial education; Environmental planning; Management science; Process management; Political science; Engineering; Public relations; Economics","score_opus":0.017794504028835173,"score_gpt":0.31863434164677407,"score_spread":0.30083983761793887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2211398161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951017,0.000037934446,0.0010544915,0.0023932161,0.00032083408,0.00014307824,0.0000013334254,0.0000031298487,0.0009442845],"genre_scores_gemma":[0.998146,0.00007269214,0.0013387915,0.0003050115,0.000098997014,0.000002276556,8.044063e-7,0.000006168997,0.00002928671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984925,0.00026992837,0.00031140115,0.0000889741,0.00070018054,0.00013700944],"domain_scores_gemma":[0.9991868,0.00024058252,0.0004180808,0.00007129804,0.000021483866,0.00006174281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016322656,0.00007403823,0.000090719834,0.000023639137,0.00025533268,0.00004508507,0.00013559294,0.00003789211,0.000031387273],"category_scores_gemma":[0.0011891053,0.000041366508,0.000035040946,0.00019603905,0.00011526829,0.0005257918,0.0001299379,0.00027058445,0.000008632198],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001808853,0.00020377962,0.6076433,0.000004375517,0.000027127795,0.0000065830754,0.05692212,0.0030517406,0.008836401,0.00013488457,0.0038385282,0.31915027],"study_design_scores_gemma":[0.000758003,0.000078440695,0.97942936,0.00004188009,0.000022176477,0.000029089071,0.00678698,0.0024175388,0.00045116595,0.008423695,0.0014604611,0.000101186866],"about_ca_topic_score_codex":0.000035973015,"about_ca_topic_score_gemma":0.00012378438,"teacher_disagreement_score":0.3717861,"about_ca_system_score_codex":0.0003486245,"about_ca_system_score_gemma":0.000029763896,"threshold_uncertainty_score":0.19638383},"labels":[],"label_agreement":null},{"id":"W2212212843","doi":"","title":"Time for a New Approach to Environmental Assessments: Promoting Cooperation and Consensus for Sustainability","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Dalhousie University","funders":"","keywords":"Sustainability; Environmental planning; Environmental resource management; Political science; Environmental economics; Business; Economics; Geography","score_opus":0.00931172581856181,"score_gpt":0.2846429385178095,"score_spread":0.27533121269924765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2212212843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9493319,0.000083672225,0.045625612,0.0020863651,0.000037169262,0.0018745033,0.000019498424,0.000021403492,0.00091992377],"genre_scores_gemma":[0.98037267,0.000056593057,0.011129451,0.00029932262,0.0002451728,0.000083411556,0.000024289893,0.00003071111,0.007758355],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99763644,0.000064190186,0.00028332943,0.0003530066,0.00022784427,0.0014351694],"domain_scores_gemma":[0.9994501,0.00006182605,0.000113878006,0.00011454083,0.0000065441345,0.00025311063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012992336,0.00019112347,0.0001887094,0.00002860975,0.00047558,0.00007915828,0.00015461462,0.00007672433,0.000104255785],"category_scores_gemma":[0.00007646824,0.00017862732,0.000081993436,0.000065184824,0.00010920371,0.00027283182,0.000092342016,0.00033942648,0.000040684055],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012742591,0.0036548674,0.043021906,0.000078103396,0.0006128103,0.0000016827163,0.007860087,0.008002851,0.084442884,0.0125482455,0.0068531306,0.8316492],"study_design_scores_gemma":[0.037273943,0.0176505,0.0560107,0.0000982157,0.0011887241,0.001614283,0.05205343,0.16993137,0.007880434,0.50185347,0.1481545,0.0062904162],"about_ca_topic_score_codex":0.000037112688,"about_ca_topic_score_gemma":0.000069644615,"teacher_disagreement_score":0.82535875,"about_ca_system_score_codex":0.004100082,"about_ca_system_score_gemma":0.0002727814,"threshold_uncertainty_score":0.999723},"labels":[],"label_agreement":null},{"id":"W2215208820","doi":"","title":"Environmental health in South Africa","year":2013,"lang":"en","type":"article","venue":"South African Health Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poverty; Environmental health; Developing country; Economic growth; Urbanization; Quarter (Canadian coin); Burden of disease; Global health; Disease; Environmental planning; Geography; Medicine; Development economics; Health care; Population; Economics","score_opus":0.03054212653508836,"score_gpt":0.303068457667909,"score_spread":0.27252633113282065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2215208820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37453398,0.3696656,0.00063839037,0.10830999,0.0013720724,0.032037232,0.001057983,0.000779837,0.11160492],"genre_scores_gemma":[0.96680856,0.013681392,0.0008134388,0.017533079,0.00004513857,0.000273702,0.000032633656,0.000044344393,0.0007676929],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99635434,0.00046244563,0.0008851623,0.000589148,0.00054737634,0.0011615454],"domain_scores_gemma":[0.9982015,0.00003357754,0.0004657067,0.00046858168,0.0000014033915,0.0008292265],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00084827753,0.00034046933,0.00075739884,0.00005234721,0.0002653893,0.000030159767,0.00037715028,0.000064301246,0.01078426],"category_scores_gemma":[0.000028818378,0.00029942972,0.00014975948,0.00046287672,0.00023461971,0.0002875295,0.00027744504,0.00035386352,0.008586509],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019610283,0.0015002248,0.38799042,0.0024104808,0.000053295942,0.000015925996,0.09131829,0.00005414222,0.000097774624,0.00010152207,0.06904966,0.44738868],"study_design_scores_gemma":[0.0011655249,0.00073423615,0.7325277,0.0017209032,0.000022253733,0.000008604947,0.007607274,0.00006301176,0.0000039304205,0.0007027625,0.25434422,0.0010996179],"about_ca_topic_score_codex":0.00084875064,"about_ca_topic_score_gemma":0.000045358032,"teacher_disagreement_score":0.5922746,"about_ca_system_score_codex":0.0015639339,"about_ca_system_score_gemma":0.000076316835,"threshold_uncertainty_score":0.99994576},"labels":[],"label_agreement":null},{"id":"W2216144753","doi":"","title":"Conducting a human rights impact assessment of the Canada-Columbia free trade agreement : key issues","year":2009,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human rights; Liberalization; Impact assessment; Political science; Work (physics); Investment (military); International trade; Business; Public administration; Law; Engineering; Politics","score_opus":0.02383867880586041,"score_gpt":0.3113416125760394,"score_spread":0.28750293377017894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2216144753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92709273,0.000008582722,0.000006742272,0.0012855605,0.00009613761,0.00030687603,0.000017227407,0.000013585218,0.07117257],"genre_scores_gemma":[0.99536294,0.0000015758383,0.00048369085,0.00042602033,0.000038615854,0.0000046774467,0.0000049802925,0.000007084806,0.0036704426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981536,0.000096215226,0.00032314836,0.0002458381,0.000810544,0.0003706367],"domain_scores_gemma":[0.9991965,0.000019016397,0.00016990627,0.00046602217,0.000002337254,0.00014617977],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019428637,0.00017473129,0.00022551653,0.000008940356,0.00052433176,0.0000461509,0.00054754043,0.00005220025,0.00705703],"category_scores_gemma":[0.00000676806,0.00012557964,0.00012519318,0.00015080019,0.00015203205,0.00020225473,0.00018973678,0.00016117307,0.000005585802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003460541,0.0006312917,0.82157654,0.000006081069,0.00008823163,0.000010005738,0.0010085509,0.0004171816,0.09540998,0.0005547455,0.07880422,0.0014897041],"study_design_scores_gemma":[0.00035591383,0.00016213745,0.9898689,0.000012129337,0.00002221007,0.0000021217054,0.00024496324,0.000056171433,0.0050957305,0.0020164435,0.0019848621,0.00017840984],"about_ca_topic_score_codex":0.86933976,"about_ca_topic_score_gemma":0.8787085,"teacher_disagreement_score":0.16829236,"about_ca_system_score_codex":0.0011084656,"about_ca_system_score_gemma":0.00004634146,"threshold_uncertainty_score":0.99385065},"labels":[],"label_agreement":null},{"id":"W2217103898","doi":"10.14430/arctic4478","title":"Gendering Environmental Assessment: Women’s Participation and Employment Outcomes at Voisey’s Bay","year":2015,"lang":"en","type":"article","venue":"ARCTIC","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"Indigenous; Negotiation; Bay; Masculinity; Political science; Gender studies; Geography; Sociology; Law; Ecology","score_opus":0.029356775157802342,"score_gpt":0.2986004780178322,"score_spread":0.26924370286002985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2217103898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99621993,0.00002536625,0.000045297562,0.00029922,0.00014941662,0.00022871142,0.000009811871,0.000038562765,0.0029836656],"genre_scores_gemma":[0.99659425,0.000031634434,0.00048453084,0.0005912524,0.000025074874,0.000098927114,0.000017981205,0.000025041436,0.0021313007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834144,0.0000850465,0.00023068169,0.0003439194,0.0005250589,0.0004738237],"domain_scores_gemma":[0.9991953,0.00003704911,0.00008743303,0.00021553866,0.0000011841307,0.00046353912],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026388172,0.00020818089,0.00019279335,0.000022191345,0.00024102814,0.00004379604,0.00011841787,0.00005788418,0.0020534773],"category_scores_gemma":[0.000017084103,0.00018886462,0.000042975167,0.000054883687,0.00020277657,0.00040201528,0.0005016121,0.000106847,0.0006382521],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009717926,0.0001768542,0.9916361,0.0000032894354,0.00002925205,0.0000071379077,0.0026808984,0.00020614863,0.0029971371,0.000017984543,0.00007876068,0.0021566965],"study_design_scores_gemma":[0.00070502044,0.0001491798,0.99497515,0.000003614309,0.000022983384,0.000004863598,0.00084407395,0.0003093542,0.00022914434,0.0006306059,0.0018948931,0.0002311446],"about_ca_topic_score_codex":0.00031765853,"about_ca_topic_score_gemma":0.00020086771,"teacher_disagreement_score":0.0033389996,"about_ca_system_score_codex":0.0027947554,"about_ca_system_score_gemma":0.000007751477,"threshold_uncertainty_score":0.9988588},"labels":[],"label_agreement":null},{"id":"W2219406344","doi":"10.13075/ijomeh.1896.00551","title":"Health Impact Assessment of an oil drilling project in California","year":2015,"lang":"en","type":"review","venue":"International Journal of Occupational Medicine and Environmental Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intrinsik (Canada); University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Health impact assessment; Health assessment; Impact assessment; Environmental planning; Community health; Environmental health; Public health; Environmental science; Political science; Medicine; Nursing","score_opus":0.11269198124607302,"score_gpt":0.5139286021620143,"score_spread":0.40123662091594126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2219406344","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037442073,0.95839393,0.0001337304,0.0007330225,0.00093442237,0.0006675539,0.0011142276,0.000009689739,0.00057137845],"genre_scores_gemma":[0.01772787,0.97895557,0.0017395507,0.00035391853,0.00036990954,0.000011405588,0.00076243153,0.000037268965,0.000042062136],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951412,0.00047708428,0.0019443079,0.000318263,0.0017808793,0.0003382695],"domain_scores_gemma":[0.9968757,0.00012761584,0.0023599286,0.0001589282,0.000014152706,0.00046365985],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018207106,0.0003937871,0.0016631521,0.000396685,0.00007341237,0.000017091048,0.0004609826,0.0001374206,0.00041347183],"category_scores_gemma":[0.00003474932,0.00028394436,0.00022667588,0.00018517075,0.00034296652,0.00041269886,0.00019739331,0.0005290182,0.0000076545275],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000682067,0.0006098941,0.020771947,0.00046004012,0.00014161001,0.000031467753,0.00093398796,0.00019222256,0.000002065838,0.000008760829,0.0010603279,0.97571945],"study_design_scores_gemma":[0.0053367256,0.007255539,0.13725436,0.016980838,0.0002598009,0.0014207932,0.0028403697,0.0011386786,6.236777e-7,0.0003259529,0.826142,0.0010442891],"about_ca_topic_score_codex":0.0022596067,"about_ca_topic_score_gemma":0.00013890518,"teacher_disagreement_score":0.9746752,"about_ca_system_score_codex":0.0045639547,"about_ca_system_score_gemma":0.00083650154,"threshold_uncertainty_score":0.99996126},"labels":[],"label_agreement":null},{"id":"W2220948394","doi":"10.32920/22223365.v1","title":"Assessing Stakeholder Participation in Sub-Arctic Co-Management: Administrative Rulemaking and Private Agreements","year":2023,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada; Fisheries Joint Management Committee","keywords":"Rulemaking; Agency (philosophy); Negotiation; Political science; Stakeholder; Corporate governance; Public administration; Democracy; Business; Sociology; Public relations; Management; Law; Politics; Economics; Social science","score_opus":0.1117555086425362,"score_gpt":0.39083462444813577,"score_spread":0.2790791158055996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2220948394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97535163,0.0000038928747,0.00012585109,0.00010520251,0.00004098636,0.00029811505,0.0000029116752,0.00004745622,0.02402395],"genre_scores_gemma":[0.9987092,0.000044588534,0.00038727652,0.0001630625,0.000009427286,0.000042104115,0.000026843552,0.000012640853,0.0006048603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987133,0.00007681004,0.00022476968,0.0002865976,0.00033582438,0.00036266894],"domain_scores_gemma":[0.99968266,0.000039662882,0.000071553746,0.00011226866,0.000001202789,0.00009262158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030980166,0.00013474663,0.00011994807,0.000055741937,0.00020320136,0.00016749256,0.00008495961,0.00004157327,0.0006803203],"category_scores_gemma":[0.000012130974,0.0001273464,0.000019713741,0.00033916076,0.00015747652,0.0008089613,0.00018299646,0.00008646682,0.0004768127],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006311383,0.00013184169,0.98042774,0.000021095086,0.000018805977,0.000045420205,0.0011827578,0.0001354708,0.0048291376,0.00021132824,0.00013465055,0.012855457],"study_design_scores_gemma":[0.00041377693,0.000036215966,0.99516255,0.00003055898,0.000011250535,6.0372264e-7,0.0013630087,0.00050398544,0.001151098,0.00091542763,0.00025768246,0.00015381725],"about_ca_topic_score_codex":0.0001075768,"about_ca_topic_score_gemma":0.00013912289,"teacher_disagreement_score":0.02341909,"about_ca_system_score_codex":0.00022860635,"about_ca_system_score_gemma":0.0000034825316,"threshold_uncertainty_score":0.7449031},"labels":[],"label_agreement":null},{"id":"W2231730559","doi":"","title":"Unsustainable Development in Canada: Environmental Assessment, Cost-Benefit Analysis, and Environmental Justice in the Tar Sands","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Oil sands; Environmental impact assessment; Cost–benefit analysis; Sustainable development; Natural resource economics; Environmental resource management; Environmental planning; Greenhouse gas; Business; Environmental economics; Economics; Political science; Environmental science; Geography; Law","score_opus":0.0034876405808404185,"score_gpt":0.22543447813549283,"score_spread":0.22194683755465242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2231730559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99786,0.00016407548,0.00018507816,0.00028927956,0.00008827353,0.00036575552,0.00001322404,0.000004616515,0.0010297071],"genre_scores_gemma":[0.9977155,0.0010423398,0.00020782526,0.00035427595,0.00005110115,0.000039532573,0.000047417154,0.000022088374,0.0005199513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99587095,0.00014781722,0.0005096206,0.0004111572,0.00082707504,0.002233381],"domain_scores_gemma":[0.99928635,0.00008723338,0.0001949349,0.00024171971,0.0000011407714,0.00018861583],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0017767894,0.00032006556,0.0003148854,0.00013368175,0.0004713837,0.000078747675,0.0005230225,0.00010367477,0.00073004974],"category_scores_gemma":[0.00001117348,0.00025972232,0.0000751133,0.000399207,0.00018809964,0.00040886938,0.00022402503,0.002484995,0.00001665478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018182427,0.00025071722,0.9868446,0.0000025631316,0.00010774334,0.000042288182,0.00070676574,0.00054598047,0.0022106331,0.00047426784,0.000024554178,0.008771714],"study_design_scores_gemma":[0.00091566896,0.00006770732,0.9742973,0.0000031769578,0.00015509895,0.00010656369,0.01903077,0.00042871086,0.00009564126,0.002083226,0.0024855188,0.00033065275],"about_ca_topic_score_codex":0.20754063,"about_ca_topic_score_gemma":0.9423969,"teacher_disagreement_score":0.73485625,"about_ca_system_score_codex":0.011738795,"about_ca_system_score_gemma":0.00092832104,"threshold_uncertainty_score":0.9999855},"labels":[],"label_agreement":null},{"id":"W2232800305","doi":"","title":"Greenlandic Perspectives on Offshore Oil and Gas Activities – An Illustration of Changes in Legitimacy Related to Democratic Decision Processes","year":2014,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Legitimacy; Democracy; Legislation; Submarine pipeline; Offshore oil and gas; Oil exploration; Political science; Relation (database); Home rule; Set (abstract data type); Environmental planning; Public administration; Law; Environmental science; Petroleum engineering; Engineering; Oceanography; Politics; Geology; Computer science","score_opus":0.0156360366486452,"score_gpt":0.267634350490034,"score_spread":0.25199831384138877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2232800305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99884367,0.00003854798,0.00002693535,0.00033479434,0.000018845465,0.000040558665,7.4346457e-7,0.0000025665013,0.00069331605],"genre_scores_gemma":[0.9984591,0.0004285512,0.00094074075,0.00005812263,0.000007026868,0.0000024254134,0.0000016948743,0.0000043895175,0.000097928816],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991897,0.00019888791,0.00021912777,0.00005112425,0.00023711441,0.000104088795],"domain_scores_gemma":[0.99955165,0.00013481909,0.0001441603,0.00006459812,0.000010055158,0.000094691546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052359654,0.00009667922,0.00017656888,0.00006877311,0.00020811277,0.000023052437,0.000109557004,0.000036758498,0.000033665732],"category_scores_gemma":[0.00005971711,0.00007275045,0.000011553354,0.000107960404,0.00010732502,0.00029508473,0.00009519274,0.00022909805,0.0000010301625],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022385624,0.0006488482,0.16643101,0.000054277996,0.000025291201,0.0000025079091,0.10460409,0.00015443075,0.0049173324,0.00002621658,0.00002368958,0.72288847],"study_design_scores_gemma":[0.00053993374,0.0011627186,0.9248014,0.0003072606,0.000008718771,0.000023548151,0.06938144,0.000034525685,0.0020421552,0.0014748808,0.00009154893,0.00013183718],"about_ca_topic_score_codex":0.00011532054,"about_ca_topic_score_gemma":0.0011407906,"teacher_disagreement_score":0.7583704,"about_ca_system_score_codex":0.00012061666,"about_ca_system_score_gemma":0.0000168209,"threshold_uncertainty_score":0.29666772},"labels":[],"label_agreement":null},{"id":"W2232958528","doi":"","title":"Fulfilling the Promise: Basic Components of Next Generation Environmental Assessment","year":2015,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Dalhousie University; University of Waterloo","funders":"","keywords":"Context (archaeology); Engineering ethics; Key (lock); Political science; Environmental law; Environmental impact assessment; Management science; Public relations; Computer science; Engineering; History; Law; Computer security","score_opus":0.047262064276819137,"score_gpt":0.2764221352904333,"score_spread":0.22916007101361416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2232958528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98525745,0.00009574912,0.0001732483,0.00028423427,0.00032473495,0.00049182493,0.00002644532,0.000027523889,0.013318795],"genre_scores_gemma":[0.9965429,0.00004010716,0.0015903316,0.0006061474,0.00017717817,0.000048574628,0.00009377382,0.000027730903,0.0008733141],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9977817,0.00020958633,0.0003917992,0.000350791,0.00090081414,0.0003652937],"domain_scores_gemma":[0.99900925,0.00003564473,0.00020633073,0.0004149857,0.0000039443344,0.00032982693],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005454626,0.00023413994,0.00023232875,0.000016092,0.00031444195,0.00008628728,0.00040412587,0.0000935002,0.002095547],"category_scores_gemma":[0.000015307098,0.00017893096,0.00010521541,0.000111437315,0.00042494526,0.0006611035,0.00034389,0.0002542323,0.00073423726],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046473386,0.0009787586,0.32949972,0.000011840222,0.000093163915,0.000013172368,0.0011461157,0.003316787,0.6549621,0.0011879972,0.004673051,0.004070776],"study_design_scores_gemma":[0.004891856,0.0008605977,0.8538616,0.00006614444,0.00020708541,0.00003203425,0.0034408176,0.013693842,0.045446765,0.0030568652,0.07300435,0.0014380813],"about_ca_topic_score_codex":0.0011629508,"about_ca_topic_score_gemma":0.00017465893,"teacher_disagreement_score":0.60951537,"about_ca_system_score_codex":0.0006806807,"about_ca_system_score_gemma":0.000020820195,"threshold_uncertainty_score":0.99881667},"labels":[],"label_agreement":null},{"id":"W2232963173","doi":"","title":"First Steps on the Quality Journey","year":2002,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Banner; Quality (philosophy); Quality assurance; Quality management system; Certification; Service (business); Business; Quality management; Engineering; Process management; Engineering management; Management; Marketing; Geography","score_opus":0.07387393809893308,"score_gpt":0.3345720904247519,"score_spread":0.26069815232581883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2232963173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46003056,0.010293131,0.000022520031,0.20318624,0.0006848153,0.0011918747,0.000022570563,0.00006732005,0.32450095],"genre_scores_gemma":[0.92745245,0.05333204,0.000017822651,0.016725214,0.00008021771,0.00005924835,0.0000032632356,0.000009880878,0.0023198703],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845445,0.00016390627,0.0002805333,0.00016836883,0.00076331134,0.00016943741],"domain_scores_gemma":[0.99924433,0.00020312316,0.0001550575,0.00033433974,0.0000039174042,0.000059215927],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008961337,0.0001284969,0.00013225396,0.000011928581,0.0003035902,0.0000473037,0.00084839645,0.000024698304,0.021147123],"category_scores_gemma":[0.00008041345,0.00006280984,0.00019249326,0.00020513975,0.00026768644,0.00011835623,0.00017505372,0.0002049985,0.0024653254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003308522,0.0021691683,0.17936268,0.00023716464,0.000726553,0.000030772277,0.0018773746,0.0004787509,0.00041089943,0.035022072,0.63803875,0.14161274],"study_design_scores_gemma":[0.00021095757,0.00007271318,0.13354187,0.00061835564,0.000050054758,0.000016594775,0.000074090916,0.0004635124,0.00003572623,0.0041788267,0.8604792,0.0002581198],"about_ca_topic_score_codex":0.00015106346,"about_ca_topic_score_gemma":0.00007324514,"teacher_disagreement_score":0.46742186,"about_ca_system_score_codex":0.000103053215,"about_ca_system_score_gemma":0.0000010924557,"threshold_uncertainty_score":0.99831134},"labels":[],"label_agreement":null},{"id":"W22398447","doi":"10.29173/alr67","title":"Federal and Alberta Energy Project Regulation Reform — At What Cost Efficiency?","year":2013,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Government (linguistics); Energy law; Resource (disambiguation); Public administration; Business; Regulatory reform; Regulator; Natural resource; Public economics; Political science; Economics; Environmental law; Law","score_opus":0.012271656491210823,"score_gpt":0.2608288038083501,"score_spread":0.2485571473171393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W22398447","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35488552,0.015238896,0.000021437125,0.0066097067,0.00034659234,0.0031168046,0.0000033769047,0.000043063235,0.61973464],"genre_scores_gemma":[0.89253414,0.053545572,0.00012853018,0.011455492,0.0000526006,0.00033889557,0.00009114451,0.000042237447,0.041811418],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985996,0.00008753201,0.00029798626,0.00036666772,0.00029415175,0.0003540603],"domain_scores_gemma":[0.9993387,0.00008382516,0.0001280778,0.00029275962,0.0000039680563,0.0001527063],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012324956,0.0002205777,0.00028333327,0.000008925282,0.00034585697,0.00013656076,0.00016997625,0.000075143646,0.005346252],"category_scores_gemma":[0.000018846502,0.00016562277,0.00007901115,0.00014146889,0.00024809295,0.0013720362,0.00031948392,0.00006883409,0.0012298318],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062301006,0.0015675355,0.08804461,0.0021710135,0.00028093657,0.000014099635,0.003949534,0.000039024362,0.01139532,0.05763044,0.10048443,0.73436075],"study_design_scores_gemma":[0.0005827656,0.00019021078,0.040480874,0.0013739612,0.000089192145,0.00005626575,0.00013029811,0.0003517018,0.0006638026,0.00074120343,0.95452523,0.0008144746],"about_ca_topic_score_codex":0.13775052,"about_ca_topic_score_gemma":0.031502433,"teacher_disagreement_score":0.8540408,"about_ca_system_score_codex":0.0005171462,"about_ca_system_score_gemma":0.000005742238,"threshold_uncertainty_score":0.99954784},"labels":[],"label_agreement":null},{"id":"W2240742714","doi":"","title":"Study Tour: No Looking Back","year":2009,"lang":"en","type":"article","venue":"Government News","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Climate change; Action (physics); Political science; Geography; Economic history; History; Ecology","score_opus":0.012394503288919894,"score_gpt":0.2590986024792584,"score_spread":0.24670409919033853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2240742714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70299464,0.000005155393,0.0000357659,0.0001793938,0.00012864068,0.00031006656,0.0000043835544,0.000022324206,0.2963196],"genre_scores_gemma":[0.9825374,0.000013790678,0.00043980425,0.0017600328,0.0001056785,0.0000073901324,0.0000019028801,0.000011597979,0.015122387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815214,0.00004987995,0.00020589304,0.00030816632,0.0009465017,0.000337395],"domain_scores_gemma":[0.9994804,0.000013916608,0.00008849034,0.00026935898,9.622045e-7,0.00014687277],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012714103,0.00017789098,0.00015600749,0.0000047211715,0.00014150554,0.000051505587,0.00024112352,0.000043481054,0.0108474465],"category_scores_gemma":[0.000011404912,0.00015885931,0.00006687884,0.000086226704,0.000043495114,0.00029000663,0.00017618098,0.000111923924,0.007278065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003547819,0.0017245869,0.91994596,0.0000013911466,0.000025499116,0.000040969408,0.001220677,0.000091232556,0.01184597,0.000024614832,0.033795223,0.031248387],"study_design_scores_gemma":[0.0008969703,0.00080678303,0.95572215,0.0000065654667,0.000023300552,0.0000024277817,0.0017811698,0.000029940451,0.0007152192,0.00019385935,0.03950714,0.00031446674],"about_ca_topic_score_codex":0.00017840407,"about_ca_topic_score_gemma":0.00010457906,"teacher_disagreement_score":0.28119722,"about_ca_system_score_codex":0.00079007883,"about_ca_system_score_gemma":0.0000029361524,"threshold_uncertainty_score":0.99349487},"labels":[],"label_agreement":null},{"id":"W2240892146","doi":"10.2166/wqrjc.2015.101","title":"Peter Vanrolleghem is awarded 2015 Water Environment Federation President's Award","year":2015,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science; Management; Environmental ethics; Russian federation; Engineering; Library science; Engineering ethics; Philosophy; Sociology; Regional science; Computer science; Economics","score_opus":0.15269254456872255,"score_gpt":0.4253854306116818,"score_spread":0.27269288604295927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2240892146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785052,0.000044773067,0.00037198485,0.009941311,0.00032690208,0.00043353494,0.000012135923,0.000028058572,0.010336126],"genre_scores_gemma":[0.97523177,0.00009666439,0.0005029389,0.0006042943,0.0004126973,0.000032573105,0.00003366159,0.00003930082,0.023046082],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99245,0.0016788751,0.0006731924,0.0004945592,0.0033455214,0.0013578322],"domain_scores_gemma":[0.9983594,0.000048233687,0.00008220302,0.00043466114,0.000039211936,0.0010362976],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007633298,0.00028280553,0.0003178807,0.00009202362,0.0010113961,0.000647392,0.00056962634,0.00016906997,0.011954489],"category_scores_gemma":[0.000054859614,0.00017101414,0.00021748066,0.00007081015,0.00049320824,0.0011908984,0.0009899316,0.00093539804,0.012748424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008432743,0.0018160723,0.22580756,0.000042591637,0.00038308353,0.00031766322,0.051085223,0.0013730249,0.29949164,0.00003456271,0.4147823,0.0040230206],"study_design_scores_gemma":[0.0060557923,0.001455656,0.10861263,0.000045036675,0.00006706482,0.0002517393,0.006115409,0.00025241956,0.3932549,0.029577509,0.45286554,0.0014462997],"about_ca_topic_score_codex":0.00063674647,"about_ca_topic_score_gemma":0.00003952495,"teacher_disagreement_score":0.11719493,"about_ca_system_score_codex":0.0016983267,"about_ca_system_score_gemma":0.000038085363,"threshold_uncertainty_score":0.9889487},"labels":[],"label_agreement":null},{"id":"W2241185814","doi":"","title":"Design and Implementation of a New Bridge Management System for the Quebec Ministry of Transport","year":2008,"lang":"en","type":"article","venue":"Transportation research circular","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Bridge (graph theory); Ministry of Transport; Transport engineering; Engineering; Management system; Engineering management; Business; Construction engineering; Systems engineering; Operations management; Political science","score_opus":0.07351448931094416,"score_gpt":0.362314082572693,"score_spread":0.2887995932617488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2241185814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9296769,0.0000629957,0.0687872,0.00010317427,0.000018936624,0.0012198313,0.00003283356,0.000008037382,0.00009008473],"genre_scores_gemma":[0.9977318,0.00014698975,0.0017042359,0.000010425646,0.000008916778,0.00008561252,0.000034762543,0.000010780514,0.0002664753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986324,0.000059505794,0.0002933284,0.00017687622,0.00063288154,0.00020503499],"domain_scores_gemma":[0.9995956,0.000082292194,0.0000834538,0.00014390005,0.000013776291,0.00008101673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005545951,0.000081571634,0.00013096981,0.000033834865,0.00018133367,0.0000043771947,0.00014379306,0.000036727037,0.00015594414],"category_scores_gemma":[0.0000014111239,0.00006784853,0.000060633603,0.00018179396,0.0002986417,0.00012430694,0.000006088159,0.000060603776,0.000003371956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030680993,0.00032333814,0.87614906,0.0010666527,0.00039403117,0.000064508546,0.03139569,0.004006033,0.05562087,0.0018789937,0.0015803622,0.027213663],"study_design_scores_gemma":[0.0007628267,0.000091872345,0.9851898,0.000017380378,0.00004744305,0.0000014495132,0.003973898,0.000082491955,0.009321303,0.00007806303,0.0003687203,0.00006477439],"about_ca_topic_score_codex":0.018803563,"about_ca_topic_score_gemma":0.001138163,"teacher_disagreement_score":0.10904073,"about_ca_system_score_codex":0.00010623941,"about_ca_system_score_gemma":0.000038281494,"threshold_uncertainty_score":0.9877303},"labels":[],"label_agreement":null},{"id":"W2241808335","doi":"10.4271/2007-01-2312","title":"Implementation of an Uncertainty Analysis Process to SEA Predictions","year":2007,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Boeing (Canada)","funders":"","keywords":"Process (computing); Computer science; Uncertainty analysis; Environmental science; Simulation; Programming language","score_opus":0.01075510023142493,"score_gpt":0.3180202059871133,"score_spread":0.30726510575568833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2241808335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9749896,0.000009327746,0.000012600175,0.0007928476,0.000075637974,0.0008732284,0.00015320609,0.00045637292,0.022637164],"genre_scores_gemma":[0.99595046,0.000027860158,0.0022686007,0.0011919228,0.00006284748,0.00014443371,0.00013767397,0.000047669368,0.00016854373],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9960086,0.00010952821,0.0009379244,0.0008869837,0.0012519441,0.00080503325],"domain_scores_gemma":[0.99814403,0.00014191106,0.00025056308,0.000809073,0.000025401643,0.0006290174],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000884071,0.00045714647,0.00061840453,0.00020401317,0.00039509623,0.00004707082,0.0007543848,0.00036364206,0.0034243965],"category_scores_gemma":[0.00010416995,0.00040635755,0.0003606661,0.0019511406,0.0007814828,0.00068002066,0.00036105068,0.0004720232,0.000102019694],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017849689,0.0006829939,0.060036972,0.000011753915,0.00012102873,0.000011835903,0.00021376957,0.0012672326,0.9295193,0.00037005456,0.00038812024,0.0071984287],"study_design_scores_gemma":[0.000400842,0.0014299295,0.99278086,0.000018617806,0.00028008802,0.0000070548094,0.0013797961,2.6580477e-7,0.00061729125,0.00062889163,0.0020502855,0.00040605728],"about_ca_topic_score_codex":0.0012574395,"about_ca_topic_score_gemma":0.49790958,"teacher_disagreement_score":0.9327439,"about_ca_system_score_codex":0.00075256225,"about_ca_system_score_gemma":0.000033918703,"threshold_uncertainty_score":0.9998388},"labels":[],"label_agreement":null},{"id":"W2249527268","doi":"","title":"Women and Men in Public Consultations of Road-Building Projects","year":2011,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public relations; Subject (documents); Moderation; Quarter (Canadian coin); Psychology; Intervention (counseling); Political science; Social psychology; Sociology; Geography","score_opus":0.039464179747211704,"score_gpt":0.2719141242548777,"score_spread":0.232449944507666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2249527268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8400007,0.0000033027252,0.00002371445,0.000032693624,0.000008379038,0.00011462336,0.0000014906458,0.0000074822983,0.15980761],"genre_scores_gemma":[0.99734116,0.000016841379,0.0019662406,0.000049891394,0.0000021130427,0.000021253645,6.67257e-7,0.0000042081842,0.0005976006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994522,0.000027158669,0.000121950754,0.00011342711,0.00010925941,0.0001760485],"domain_scores_gemma":[0.9998119,0.000013297267,0.000038679984,0.00006175051,0.0000012019203,0.000073163304],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014357956,0.000057053006,0.00008256648,0.000028020702,0.00003701313,0.0000075225585,0.00006944531,0.000027972203,0.0019188197],"category_scores_gemma":[0.0000192737,0.000049252503,0.00000902177,0.00013907965,0.00016011324,0.00027847738,0.00011085898,0.000039832637,0.000021300812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004613151,0.00015545485,0.96746117,0.000003282887,0.000006635465,0.0000013793543,0.01136601,0.0000013436035,0.013033958,0.00087174354,0.000057689067,0.0070367046],"study_design_scores_gemma":[0.00028152982,0.00005134254,0.99251306,0.0000024227563,0.0000013795741,7.9539547e-7,0.0032862993,0.00007382636,0.001807555,0.0018368127,0.00007510817,0.00006986795],"about_ca_topic_score_codex":0.0014800979,"about_ca_topic_score_gemma":0.000116040006,"teacher_disagreement_score":0.15921001,"about_ca_system_score_codex":0.000116063,"about_ca_system_score_gemma":0.0000057318343,"threshold_uncertainty_score":0.9989936},"labels":[],"label_agreement":null},{"id":"W2249734572","doi":"10.2139/ssrn.2384541","title":"The Evolution of Federal EA in Canada: One Step Forward, Two Steps Back?","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","score_opus":0.004459991827921127,"score_gpt":0.2146460497279894,"score_spread":0.21018605790006828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2249734572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899617,0.00023034016,0.002066552,0.00046043386,0.00012689708,0.00011955357,0.0000016759989,0.0000026458872,0.00703024],"genre_scores_gemma":[0.99833107,0.00034242318,0.00006115461,0.000061727915,0.000061661885,0.0000027218553,0.0000010091106,0.000010738977,0.0011274948],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976127,0.00016123653,0.0002871497,0.00012587396,0.00048244343,0.0013306062],"domain_scores_gemma":[0.9995633,0.000053287957,0.00016841848,0.00012404713,0.000004461788,0.00008652867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011293316,0.00011064701,0.00015009787,0.000016640306,0.00027383168,0.000025020247,0.00028802737,0.000031025415,0.00014692504],"category_scores_gemma":[0.000024663223,0.00008370873,0.000054942302,0.000120980294,0.00009702309,0.00019220862,0.000085238484,0.00069406256,0.000041062558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007180902,0.00013706724,0.9253138,0.0000033145864,0.000076957804,0.000001161992,0.00014207474,0.0014760664,0.0027075836,0.011742764,0.00030991132,0.058017507],"study_design_scores_gemma":[0.0024203302,0.0005159444,0.8891913,0.000029442384,0.000029359326,0.000052837928,0.0067496663,0.0021356544,0.00030872892,0.09559104,0.002607925,0.00036775784],"about_ca_topic_score_codex":0.7375545,"about_ca_topic_score_gemma":0.9854064,"teacher_disagreement_score":0.2478519,"about_ca_system_score_codex":0.01347675,"about_ca_system_score_gemma":0.0009665217,"threshold_uncertainty_score":0.9903103},"labels":[],"label_agreement":null},{"id":"W2252735622","doi":"10.1139/er-2015-0073","title":"Cumulative effects assessment: theoretical underpinnings and big problems","year":2016,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Laurentian University; Ministry of the Environment, Conservation and Parks","funders":"Canadian Water Network","keywords":"Scope (computer science); Meaning (existential); Management science; Cumulative effects; Political science; Environmental impact statement; Process management; Psychology; Computer science; Risk analysis (engineering); Engineering ethics; Business; Environmental impact assessment; Economics; Engineering; Law","score_opus":0.015056867559565291,"score_gpt":0.28461881584405707,"score_spread":0.26956194828449176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2252735622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9581467,0.0015073116,0.004323033,0.0011293932,0.00026561966,0.0019056774,0.000020640213,0.000075327305,0.032626286],"genre_scores_gemma":[0.98925877,0.00651183,0.0012791394,0.0007733178,0.0000664671,0.00013399025,0.000009322926,0.00004117752,0.0019259877],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977012,0.00031019622,0.00042211503,0.00059846346,0.00046512287,0.0005028698],"domain_scores_gemma":[0.9989716,0.0001855811,0.00018902095,0.00032745878,1.8741272e-7,0.00032617265],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00050997786,0.000371677,0.00041977098,0.000026332045,0.00023772735,0.000037409012,0.0002243262,0.00011522405,0.002473851],"category_scores_gemma":[0.000044419387,0.00023012736,0.00013132804,0.00009436358,0.0013943285,0.00038247672,0.0004801717,0.00017142261,0.0014242383],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013978525,0.00041360408,0.3146102,0.000032182717,0.00004499143,0.000015453961,0.0005917642,0.0000015769119,0.12122113,0.0016174443,0.0011619839,0.5602757],"study_design_scores_gemma":[0.0017350067,0.0005219478,0.78526306,0.0002980493,0.00010369304,0.000026135407,0.00008925145,0.00006612376,0.002569512,0.017373888,0.19104546,0.0009078762],"about_ca_topic_score_codex":0.000016821472,"about_ca_topic_score_gemma":0.000004608954,"teacher_disagreement_score":0.5593678,"about_ca_system_score_codex":0.00057433004,"about_ca_system_score_gemma":0.0000042900238,"threshold_uncertainty_score":0.9993533},"labels":[],"label_agreement":null},{"id":"W2252821796","doi":"","title":"Public participation and community involvement in environmental and social impact assessment in developing countries","year":2006,"lang":"en","type":"article","venue":"NOVA (University of Newcastle Australia)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; University of Waterloo; University of Dhaka; Queensland University of Technology; University of South Australia; RMIT University; National University of Singapore; Illinois State University; Central Queensland University; Georgetown University; George Washington University","keywords":"Social impact assessment; Developing country; Public participation; Environmental impact assessment; Political science; Social impact; Economic growth; Business; Environmental planning; Public relations; Sociology; Economics; Geography; Population","score_opus":0.17234532841007122,"score_gpt":0.3492550078519706,"score_spread":0.1769096794418994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2252821796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99845624,0.0000039862553,0.00006135842,0.0007586414,0.000014543406,0.00015272791,0.00002038142,0.000005642573,0.00052650186],"genre_scores_gemma":[0.9992013,0.000029922876,0.0005643455,0.00003865462,0.000005639763,5.8766517e-7,0.00003892094,0.000004954399,0.00011569679],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990856,0.00015281621,0.00014379606,0.00015228859,0.00021925315,0.0002462307],"domain_scores_gemma":[0.99975216,0.00003228426,0.00009201433,0.00007380596,0.0000017957747,0.0000479465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029853568,0.00011595679,0.00016943437,0.000066784196,0.00023643018,0.000021978609,0.00009909031,0.00007633771,0.00069935597],"category_scores_gemma":[0.0000015066563,0.00014068709,0.000025695896,0.00010859464,0.00039810853,0.00051936775,0.00024196148,0.00020881048,0.000012576363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013341917,0.0002402444,0.9928686,0.000011324087,0.000007550421,0.0000073567667,0.002697482,0.000040250376,0.0031594331,0.00017272269,0.000082522136,0.00069917616],"study_design_scores_gemma":[0.0008011738,0.00007968057,0.9938039,0.000008761085,0.000008065968,0.0000010612041,0.0043971874,0.000076212156,0.00006996258,0.00033116929,0.00028880805,0.00013400965],"about_ca_topic_score_codex":0.026912717,"about_ca_topic_score_gemma":0.020699972,"teacher_disagreement_score":0.006212744,"about_ca_system_score_codex":0.0007643659,"about_ca_system_score_gemma":0.000013640715,"threshold_uncertainty_score":0.9971697},"labels":[],"label_agreement":null},{"id":"W2256574413","doi":"10.1007/s00267-015-0640-8","title":"Strategic Environmental Assessment Framework for Landscape-Based, Temporal Analysis of Wetland Change in Urban Environments","year":2015,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Environmental resource management; Wetland; Sustainability; Landscape assessment; Strategic environmental assessment; Context (archaeology); Land use, land-use change and forestry; Environmental change; Land use; Baseline (sea); Landscape ecology; Environmental planning; Urban planning; Geography; Environmental impact assessment; Environmental science; Habitat; Climate change; Ecology; Landscape design; Civil engineering; Engineering","score_opus":0.035126841422210016,"score_gpt":0.2974790380894149,"score_spread":0.2623521966672049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256574413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98724127,0.00017684555,0.0046746465,0.00015167543,0.00024321648,0.002168056,0.000424228,0.000035282046,0.0048847785],"genre_scores_gemma":[0.98489434,0.00013441339,0.012307459,0.00043986793,0.00007370076,0.00066013803,0.00093363697,0.000071721224,0.00048473317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99575174,0.00017751356,0.00087246945,0.001002205,0.0013244824,0.0008715856],"domain_scores_gemma":[0.99826974,0.000092376715,0.000440532,0.0007386471,7.5514754e-7,0.0004579567],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070149644,0.00061495724,0.00078188203,0.0003862345,0.00014674639,0.000048667138,0.00061231444,0.0002374238,0.0031121508],"category_scores_gemma":[0.0000046094824,0.0006278985,0.00040657842,0.00056671124,0.00043847406,0.00044380364,0.00058034644,0.00028682646,0.00015219448],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015162601,0.0021743276,0.98674643,0.000021025138,0.00053202675,0.000035928922,0.00073230104,0.006017795,0.00093488477,0.00044070877,0.00019151438,0.0020214028],"study_design_scores_gemma":[0.003481322,0.00062416797,0.97329175,0.000035863428,0.0009567332,0.0000011445683,0.0031241858,0.011832243,0.00040205132,0.0020259325,0.0033777053,0.00084686885],"about_ca_topic_score_codex":0.00021869835,"about_ca_topic_score_gemma":0.00008909651,"teacher_disagreement_score":0.013454677,"about_ca_system_score_codex":0.0016561719,"about_ca_system_score_gemma":0.000010474807,"threshold_uncertainty_score":0.9996172},"labels":[],"label_agreement":null},{"id":"W2257538411","doi":"","title":"Abstract: Development of a background soil chemistry/toxicology database for the Atlantic Region and the North American Soil Geochemical Landscapes Project (NASGLP)","year":2008,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Natural resource; Archaeology; Natural (archaeology); Geography; Oceanography; Environmental ethics; Ecology; Geology; Biology","score_opus":0.02736173199081424,"score_gpt":0.2676467659194584,"score_spread":0.24028503392864417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2257538411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99775404,0.000019254614,0.00023516161,0.00035495532,0.000017359409,0.00037578619,0.00000826371,0.000012005451,0.0012231689],"genre_scores_gemma":[0.99829996,0.0002146595,0.0008066173,0.00020162732,0.00003382183,0.00008530724,0.00004028773,0.000009767916,0.00030793372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990214,0.000022651728,0.00023822108,0.00023049612,0.00022568366,0.00026154803],"domain_scores_gemma":[0.9993396,0.00025325926,0.0001494779,0.00019417648,0.000004173641,0.000059345115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017769936,0.00014651926,0.0001996112,0.0000069347684,0.0003575678,0.00001373275,0.00022854998,0.000034998448,0.00010226863],"category_scores_gemma":[0.000025976991,0.00007853222,0.00004982894,0.00011764376,0.0011395334,0.00009084112,0.00022905704,0.000109009525,0.000008618481],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048395197,0.0005726358,0.93660325,0.00008268361,0.00016850657,0.000010379601,0.004044689,0.000082428945,0.043493472,0.000024457584,0.0055854544,0.008848073],"study_design_scores_gemma":[0.0019904587,0.00006001858,0.9727695,0.000010319927,0.000056332818,0.000048577156,0.0021539617,0.0006147955,0.018054863,0.000028173914,0.0039218287,0.0002911528],"about_ca_topic_score_codex":0.0017191836,"about_ca_topic_score_gemma":0.00401768,"teacher_disagreement_score":0.03616625,"about_ca_system_score_codex":0.00007941641,"about_ca_system_score_gemma":0.00003853335,"threshold_uncertainty_score":0.41986582},"labels":[],"label_agreement":null},{"id":"W2260349844","doi":"10.14288/1.0097860","title":"Public participation in the Environmental Assessment and Review Process : the role of intervenor funding","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public participation; Process (computing); Political science; Environmental planning; Business; Environmental resource management; Public administration; Public relations; Environmental science; Computer science","score_opus":0.015833559696353833,"score_gpt":0.24481574777232504,"score_spread":0.2289821880759712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260349844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99716145,0.00019292266,0.000010325607,0.0002871722,0.000023781447,0.0003075812,0.000023768645,0.0000041772605,0.0019888163],"genre_scores_gemma":[0.99930197,0.00049469667,0.00005482917,0.00009164858,0.0000057626053,0.0000029369248,0.000007428976,0.0000042621978,0.000036435555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918234,0.00009876602,0.000120134704,0.00015930459,0.00028472126,0.00015473196],"domain_scores_gemma":[0.9996249,0.000039089795,0.00012923674,0.00015473904,0.000002828951,0.000049219583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049412966,0.00003445088,0.0001276306,0.000008080003,0.00017439923,0.000035574405,0.00030517898,0.000038371305,0.00060186244],"category_scores_gemma":[0.000012725301,0.0000627355,0.000047320704,0.00012732197,0.00048977276,0.00034642793,0.00016738317,0.0001680632,0.000006229009],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.8787027e-7,0.00020550404,0.7266076,0.00003343854,0.000006711462,0.0000029649218,0.0005941499,0.0000010543911,0.0017112194,0.000002539573,0.000055074408,0.27077883],"study_design_scores_gemma":[0.0001867875,0.00004654593,0.9954086,0.000076336815,0.000023037725,0.000007807458,0.0034932755,0.00008655008,0.0000029985877,0.00036944594,0.00023305412,0.00006557559],"about_ca_topic_score_codex":0.011447601,"about_ca_topic_score_gemma":0.08008487,"teacher_disagreement_score":0.27071327,"about_ca_system_score_codex":0.00006967947,"about_ca_system_score_gemma":0.000009715694,"threshold_uncertainty_score":0.99513525},"labels":[],"label_agreement":null},{"id":"W2263426079","doi":"","title":"Regulatory Framework for Hazardous Waste Management in Canada","year":2002,"lang":"en","type":"article","venue":"Canada-United States law journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hazardous waste; Business; Environmental planning; Waste management; Environmental science; Environmental resource management; Engineering","score_opus":0.010891942156489923,"score_gpt":0.21985193529200234,"score_spread":0.20895999313551242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263426079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98656493,0.00013295452,0.00058818026,0.0019229061,0.0006639641,0.00035919235,0.000108457585,0.000008367778,0.009651052],"genre_scores_gemma":[0.9925171,0.00016105696,0.001703801,0.004421083,0.00007527472,0.000015910067,0.000024084215,0.00002809611,0.001053597],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783236,0.00008539622,0.00040677382,0.00022365844,0.00081995234,0.0006318512],"domain_scores_gemma":[0.9990847,0.00010916814,0.00016769888,0.00021724275,0.00000888529,0.00041231656],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021720072,0.00019889516,0.0002069082,0.000049921655,0.00046607293,0.00006813113,0.00036712238,0.00005139017,0.0018781979],"category_scores_gemma":[0.000018352732,0.0001886864,0.000050327428,0.00030047543,0.00009334921,0.00017644254,0.00010346976,0.00035552648,0.000009179195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116889634,0.00043755292,0.16421074,0.00007891168,0.00050309056,0.0031390416,0.0021184084,0.17329,0.00011887261,0.010621624,0.5918661,0.05349878],"study_design_scores_gemma":[0.0032694614,0.00021634057,0.11903854,0.00018294707,0.000115726325,0.0001607404,0.02278403,0.019099873,0.00042066426,0.028775383,0.8042969,0.0016394091],"about_ca_topic_score_codex":0.99191695,"about_ca_topic_score_gemma":0.99951386,"teacher_disagreement_score":0.21243079,"about_ca_system_score_codex":0.0060148793,"about_ca_system_score_gemma":0.000093136965,"threshold_uncertainty_score":0.9990342},"labels":[],"label_agreement":null},{"id":"W2263496887","doi":"10.1016/j.envsci.2016.01.011","title":"Greening the state? The framing of sustainability in Dutch infrastructure governance","year":2016,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Ministry of Environment","keywords":"Framing (construction); Sustainability; Corporate governance; Sustainability organizations; Context (archaeology); Environmental resource management; Political science; Environmental governance; Business; Environmental planning; Public relations; Economics; Ecology; Geography","score_opus":0.003401160815499865,"score_gpt":0.2551792184959755,"score_spread":0.2517780576804757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263496887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935524,0.000028926514,0.00008882242,0.003887469,0.000067090645,0.00041226158,0.000026145166,0.00000994902,0.0019269765],"genre_scores_gemma":[0.99856716,0.00010270402,0.00008441787,0.00039681979,0.00004665969,0.000025621968,5.4886874e-7,0.000013022282,0.00076304126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99732715,0.00012282048,0.00034979475,0.00043773884,0.0010365986,0.00072590745],"domain_scores_gemma":[0.9989524,0.00014177227,0.00022112849,0.00054585485,0.0000021437822,0.00013671182],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00091148843,0.00021335874,0.00017028191,0.000035286743,0.00049799465,0.00003818077,0.0011909195,0.000052368974,0.000974203],"category_scores_gemma":[0.0001875919,0.00010280628,0.000076523225,0.00069414574,0.0054627075,0.00079358224,0.0010712357,0.00020977703,0.00007408515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014524087,0.00009063766,0.8307859,0.000002700628,0.000003901901,0.0000030436327,0.0041820435,0.0008113656,0.080441326,0.0003253251,0.00008349216,0.08325575],"study_design_scores_gemma":[0.00025869062,0.00005157366,0.98194605,0.000010591436,0.000003351814,0.0000045943298,0.0013067166,0.000058820933,0.0075649233,0.0066643665,0.0019789902,0.00015131867],"about_ca_topic_score_codex":0.004191844,"about_ca_topic_score_gemma":0.0002715354,"teacher_disagreement_score":0.15116018,"about_ca_system_score_codex":0.002776393,"about_ca_system_score_gemma":0.000080876955,"threshold_uncertainty_score":0.999939},"labels":[],"label_agreement":null},{"id":"W2263808254","doi":"10.2980/1195-6860(2006)13[561:eiapap]2.0.co;2","title":"Environmental Impact Assessment: Practice and Participation K. S. Hanna . 2005. Environmental Impact Assessment: Practice and Participation. Oxford University Press.<i>x</i>+. 412 15 × 23 cm, couvert souple, £27.99. ISBN: 0-19-541928-6.","year":2006,"lang":"en","type":"article","venue":"Ecoscience","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science","score_opus":0.01118846795741536,"score_gpt":0.3009804568814436,"score_spread":0.28979198892402824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263808254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825792,0.0003515756,0.0018243776,0.001004423,0.00026664967,0.0010997666,0.00040235248,0.00009870938,0.012373003],"genre_scores_gemma":[0.9906056,0.0019885,0.0037875408,0.0006547363,0.000112888774,0.000038546903,0.00018662703,0.00005804811,0.002567504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99423945,0.0006559589,0.0006915878,0.0013543987,0.001621597,0.0014370322],"domain_scores_gemma":[0.99702495,0.0005742825,0.00079470186,0.0006113983,0.000010297222,0.0009843402],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014251663,0.0007325344,0.00052814133,0.00011292198,0.0014225303,0.00045009362,0.0005415547,0.00026264187,0.0016589408],"category_scores_gemma":[0.00014676283,0.00070856523,0.00018945904,0.0003429636,0.001460291,0.006891983,0.00089909247,0.0005918536,0.00011518236],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028652535,0.0036156925,0.9458472,0.000023633997,0.00017112245,0.00014619302,0.0014768464,0.0069502606,0.024216631,0.00024456112,0.013301796,0.0037195056],"study_design_scores_gemma":[0.0016715148,0.000675181,0.92210364,0.00001708908,0.0002967898,0.00008079308,0.0013371113,0.01305274,0.00038406023,0.00012359256,0.05939977,0.00085769594],"about_ca_topic_score_codex":0.00261222,"about_ca_topic_score_gemma":0.00019411079,"teacher_disagreement_score":0.04609797,"about_ca_system_score_codex":0.0030192414,"about_ca_system_score_gemma":0.00012473366,"threshold_uncertainty_score":0.99987745},"labels":[],"label_agreement":null},{"id":"W2270254530","doi":"10.5539/gjhs.v8n9p224","title":"Health Impact Assessment of Urban Development Project","year":2016,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental planning; Health impact assessment; Environmental health; Medicine; Nursing; Geography; Public health","score_opus":0.025963223957019665,"score_gpt":0.4004374082213498,"score_spread":0.37447418426433016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2270254530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934321,0.0001410076,0.0024888536,0.0015581015,0.00030794708,0.00026551748,0.000014220051,0.000007729914,0.0017845281],"genre_scores_gemma":[0.9881648,0.0001403051,0.011264347,0.00035516423,0.000029838866,0.000001652188,4.007975e-7,0.000005144766,0.00003836796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962986,0.000115475974,0.0010030776,0.00023911348,0.0016294075,0.00071434374],"domain_scores_gemma":[0.9979275,0.000023413439,0.0013326135,0.00018903548,0.000031784984,0.0004956921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032541149,0.00016532632,0.00043638732,0.00007670342,0.00036178206,0.000028136512,0.00067230867,0.000030693427,0.0001876329],"category_scores_gemma":[0.000036885434,0.0000955505,0.0001066361,0.000705667,0.0007199159,0.0007642976,0.00025028296,0.00010585941,0.000020896594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011640802,0.00021133482,0.8983018,0.000012214274,0.000010659024,0.0000027830527,0.00026387395,0.000029972332,0.0013845869,0.00006534815,0.0022324414,0.09747339],"study_design_scores_gemma":[0.00047101255,0.0008074889,0.9965928,0.0001317353,0.0000023224861,0.000080647216,0.00015220171,0.00001024069,0.00025850482,0.00014462766,0.0012431866,0.00010520935],"about_ca_topic_score_codex":0.00064236537,"about_ca_topic_score_gemma":0.00003757924,"teacher_disagreement_score":0.09829107,"about_ca_system_score_codex":0.006055597,"about_ca_system_score_gemma":0.003079318,"threshold_uncertainty_score":0.99776},"labels":[],"label_agreement":null},{"id":"W2270519793","doi":"10.1186/s12961-016-0076-5","title":"Evaluation of the effects of health impact assessment practice at the local level in Monteregie","year":2016,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"École Nationale d'Administration Publique; Hôpital Charles-Le Moyne; Santé Montérégie; Université de Sherbrooke","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research","keywords":"Health impact assessment; Public health; Documentation; Process (computing); Health services research; Identification (biology); Impact assessment; Health policy; Political science; Environmental planning; Public relations; Medicine; Environmental resource management; Public administration; Geography; Nursing; Computer science","score_opus":0.36517660178190725,"score_gpt":0.5798124587053763,"score_spread":0.2146358569234691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2270519793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97152907,0.0013636044,0.00013034951,0.021385266,0.00011065405,0.0023821495,0.00003034372,0.000003095015,0.0030654809],"genre_scores_gemma":[0.998316,0.0007551376,0.0000075602993,0.00023744811,0.00003366332,0.00009173835,7.240124e-7,0.000008133209,0.00054958276],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98836607,0.008158589,0.00046428095,0.00019453093,0.0022676978,0.00054881955],"domain_scores_gemma":[0.99749386,0.0016129508,0.0003447542,0.00033881463,0.000040997274,0.00016861473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021354249,0.00009658859,0.0002438902,0.000056674995,0.0003398384,0.000015294945,0.00021604955,0.000050572868,0.000022319491],"category_scores_gemma":[0.0014352389,0.00004285857,0.000045853012,0.0003461301,0.0006163822,0.00018699397,0.00033330737,0.00018623067,0.000009744382],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014234628,0.0011113887,0.40600884,0.0012977144,0.00013465954,0.0000023084835,0.016407538,0.00094069005,0.009863167,0.0029520225,0.016779259,0.5443601],"study_design_scores_gemma":[0.0009801005,0.00059888064,0.9937406,0.0004199464,0.000005097601,0.000006327007,0.0017979944,0.00065830065,0.00015530434,0.0003793432,0.0012047294,0.000053351298],"about_ca_topic_score_codex":0.1045098,"about_ca_topic_score_gemma":0.0023374306,"teacher_disagreement_score":0.5877318,"about_ca_system_score_codex":0.005484926,"about_ca_system_score_gemma":0.00081579486,"threshold_uncertainty_score":0.99833286},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2270919130","doi":"10.14288/1.0166191","title":"Social impact assessment in rural and small-town British Columbia","year":2015,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social impact assessment; Social impact; Rural area; Geography; History; Political science; Sociology; Environmental planning; Population; Demography","score_opus":0.012229879863073471,"score_gpt":0.22886212668369343,"score_spread":0.21663224682061996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2270919130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99154735,0.00003506953,0.000026182026,0.00005423275,0.000063777836,0.00027202137,0.00009900291,0.000030792413,0.007871586],"genre_scores_gemma":[0.9973057,0.00007483288,0.0004524403,0.00005105828,0.00002526033,0.0000011167598,0.000027085885,0.000015296002,0.002047223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859625,0.000103547965,0.00015973629,0.0003395786,0.00040174628,0.000399133],"domain_scores_gemma":[0.99942166,0.000019470126,0.00012115776,0.00012526561,0.000013521218,0.00029893083],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031096392,0.00006096306,0.0003132509,0.000014365565,0.00030536426,0.0003472901,0.00027020072,0.00014282673,0.0012326009],"category_scores_gemma":[0.000012373809,0.000245759,0.00010653127,0.00024526697,0.00060616113,0.0005663502,0.000428148,0.000214446,0.000022609089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004438072,0.00020501784,0.76852894,0.000006402442,0.000018046148,0.00013737864,0.00042424162,0.000008807425,0.00013670488,7.9496736e-8,0.0063468455,0.22418308],"study_design_scores_gemma":[0.001629743,0.00015205372,0.992552,0.000044969733,0.00002277346,0.000057721863,0.0044550523,0.00011418441,1.1129724e-7,0.00053600577,0.00017787464,0.00025752804],"about_ca_topic_score_codex":0.892081,"about_ca_topic_score_gemma":0.9507297,"teacher_disagreement_score":0.22402301,"about_ca_system_score_codex":0.0007345698,"about_ca_system_score_gemma":0.000059914837,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W2271564084","doi":"10.14288/1.0074995","title":"Of moose and man : collaborating to identify First Nations’ priorities for cumulative impact assessment in northeast British Columbia","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental resource management; Political science; Environmental planning; Environmental science","score_opus":0.007984275197721843,"score_gpt":0.2511506770413207,"score_spread":0.24316640184359886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271564084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99721646,0.000008720041,0.00008595182,0.00006008446,0.00007863724,0.00076029176,0.0006470585,0.000014256199,0.0011285564],"genre_scores_gemma":[0.99662155,0.000031825086,0.002677245,0.000020898715,0.000012382753,0.000005292875,0.000021114547,0.000013968192,0.00059571513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988491,0.000040588653,0.00020506562,0.00033079964,0.00031174894,0.00026268853],"domain_scores_gemma":[0.99936956,0.00011297244,0.00016619166,0.00014540502,0.00004051839,0.00016537453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026722145,0.00005445172,0.00028071055,0.000032684587,0.0004905746,0.0002329328,0.00021471783,0.000098644945,0.0005044534],"category_scores_gemma":[0.00006791168,0.00019976574,0.00008016539,0.00039315308,0.00039508793,0.00058635534,0.0002514307,0.00014511302,0.0000029366786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056139343,0.00017492556,0.96035206,0.000047697784,0.000021913858,0.000016635613,0.0007996301,0.00006269442,0.0017724858,8.12107e-7,0.00052426604,0.036221262],"study_design_scores_gemma":[0.0009723461,0.00016150592,0.99482083,0.0001060494,0.000020574782,0.000011040029,0.0031264962,0.0002595676,0.0000016302164,0.00022000911,0.000110969406,0.00018897896],"about_ca_topic_score_codex":0.62620157,"about_ca_topic_score_gemma":0.9919367,"teacher_disagreement_score":0.36573508,"about_ca_system_score_codex":0.00025719832,"about_ca_system_score_gemma":0.000054618806,"threshold_uncertainty_score":0.81462103},"labels":[],"label_agreement":null},{"id":"W2274922177","doi":"10.20381/ruor-3894","title":"Health Impact Assessment and the Inclusion of Migrants","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Health impact assessment; Stakeholder; Political science; Stakeholder engagement; Baseline (sea); Geography; Public relations; Medicine; Psychology; Nursing; Public health; Social psychology","score_opus":0.012381311992728667,"score_gpt":0.37805839938659863,"score_spread":0.36567708739386995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2274922177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9352804,0.00036669453,0.000008248225,0.0004042525,0.00015333192,0.00053628907,0.00002083299,0.000011439177,0.06321855],"genre_scores_gemma":[0.9946449,0.0005004189,0.00025075118,0.00020573399,0.000020068866,0.000013963275,0.00021952891,0.000018966657,0.0041256924],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99831396,0.00017490197,0.00033034084,0.00021814262,0.0007395764,0.00022306418],"domain_scores_gemma":[0.99922496,0.000050121176,0.00035303173,0.0002009121,0.000005433435,0.00016552836],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00082557416,0.00021563972,0.00043917936,0.000023563998,0.00032049455,0.000018877776,0.00022097293,0.00011715356,0.001043381],"category_scores_gemma":[0.000011433381,0.0001194805,0.00011109045,0.00010482193,0.00022903227,0.0001202025,0.00048166508,0.00020019316,0.000023752958],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014323816,0.0015135965,0.41416335,0.00035863766,0.0005493874,0.000007787325,0.08869905,0.0002264436,0.004766544,0.0009815576,0.06644305,0.4208582],"study_design_scores_gemma":[0.0017014418,0.0002680907,0.9871872,0.00006733382,0.000045868004,0.0000021228534,0.0028205335,0.00019015805,0.00008813275,0.006876713,0.0005231773,0.00022925023],"about_ca_topic_score_codex":0.014871501,"about_ca_topic_score_gemma":0.0029681437,"teacher_disagreement_score":0.57302386,"about_ca_system_score_codex":0.00059315993,"about_ca_system_score_gemma":0.0000898796,"threshold_uncertainty_score":0.9998698},"labels":[],"label_agreement":null},{"id":"W2279291479","doi":"","title":"Niagara River (Ontario) Remedial Action Plan fonds, 1984-1997, n.d.","year":2014,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Remedial action; Action plan; Commission; Government (linguistics); Environmental planning; Environmental resource management; Environmental protection; Geography; Environmental science; Political science; Law; Ecology","score_opus":0.011372301050865452,"score_gpt":0.1890451902316834,"score_spread":0.17767288918081794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279291479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79184806,0.0000016055286,0.0007391158,0.0000057252273,0.00037525166,0.00018937269,0.000025684501,0.0001541428,0.20666103],"genre_scores_gemma":[0.5836134,0.000009706293,0.00011666489,0.0000508603,0.00008554673,1.0898845e-7,0.000044600332,0.00001730085,0.41606182],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980296,0.000110700275,0.00017489212,0.00061101525,0.0005611812,0.00051264296],"domain_scores_gemma":[0.9989153,0.0000653544,0.00019362723,0.0003482188,0.000015987995,0.00046152054],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000004802916,0.0003319701,0.0002702917,0.00014784248,0.0007293366,0.00010529169,0.0006320768,0.0002427564,0.0001344735],"category_scores_gemma":[0.000015981557,0.0004091745,0.00022909969,0.0003458119,0.0003770198,0.002463278,0.00070192764,0.00033382865,0.0005111552],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003689332,0.0004229401,0.8786821,0.000012778637,0.00010476719,0.00013860934,0.00022602834,0.0003477362,0.030985154,0.00006887915,0.08649854,0.0021435616],"study_design_scores_gemma":[0.0013929191,0.00029847067,0.31621307,0.000022481998,0.00010475622,0.000037635353,0.0033061458,0.00000886955,0.00069961743,0.00013444012,0.67715275,0.00062882825],"about_ca_topic_score_codex":0.003195513,"about_ca_topic_score_gemma":0.017204588,"teacher_disagreement_score":0.59065425,"about_ca_system_score_codex":0.002324087,"about_ca_system_score_gemma":0.00005394385,"threshold_uncertainty_score":0.999836},"labels":[],"label_agreement":null},{"id":"W2281678538","doi":"","title":"The Role of Strategic Environmental Assessments in Improving the Governance of Emerging New Industries: A Case Study of Wind Developments in Nova Scotia","year":2015,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Nova (rocket); Corporate governance; Environmental governance; Business; Environmental planning; Strategic environmental assessment; Wind power; Environmental impact assessment; Regional science; Environmental resource management; Natural resource economics; Geography; Environmental science; Economics; Political science; Engineering; Finance; Aeronautics","score_opus":0.031169154237822946,"score_gpt":0.2846911231972613,"score_spread":0.25352196895943835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281678538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99591607,0.00016263402,0.0000017644907,0.00002050566,0.00009683684,0.0006228762,0.000012307542,0.000003894092,0.0031630902],"genre_scores_gemma":[0.9995986,0.000017343722,0.00013761975,0.000026608282,0.000016401238,0.0000068375593,0.0000025783215,0.000018277235,0.00017569415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975836,0.00020325145,0.00073045405,0.00030158323,0.00080200814,0.00037907198],"domain_scores_gemma":[0.99889755,0.00008316866,0.00049223116,0.00036627412,0.00000445921,0.0001563392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076327677,0.00022130244,0.0003106195,0.000026109492,0.000103124985,0.000029971947,0.00051291496,0.00009149823,0.00016404576],"category_scores_gemma":[0.000034898185,0.00016155258,0.000042488595,0.00038916062,0.00033436087,0.00045543117,0.0004923092,0.00035997652,0.000021108546],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046485206,0.0007427265,0.9834335,0.000005063346,0.00003276082,0.0000510599,0.003841313,0.0009966368,0.0065289736,0.00010665525,0.000014248794,0.0042005945],"study_design_scores_gemma":[0.0032610185,0.0005671138,0.8515999,0.00007514479,0.0000339979,0.000027447366,0.13662177,0.00019601655,0.006523991,0.00056064414,0.00021150516,0.00032147983],"about_ca_topic_score_codex":0.13418968,"about_ca_topic_score_gemma":0.063928664,"teacher_disagreement_score":0.13278046,"about_ca_system_score_codex":0.0006054401,"about_ca_system_score_gemma":0.0001427944,"threshold_uncertainty_score":0.9531522},"labels":[],"label_agreement":null},{"id":"W2286275065","doi":"","title":"Small Communities and Public Participation in the Cumulative Environmental Impact Assessment Process: The Case of Little Bouctouche River, New Brunswick","year":2015,"lang":"en","type":"article","venue":"Journal of New Brunswick Studies / Revue d’études sur le Nouveau-Brunswick","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Grassroots; Public participation; Context (archaeology); Attendance; Government (linguistics); Environmental impact assessment; Political science; Public relations; Cumulative effects; Local government; Community organization; Public administration; Environmental planning; Geography; Law","score_opus":0.0946597717045238,"score_gpt":0.3454129771084496,"score_spread":0.25075320540392576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286275065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922133,0.0024496843,0.000094741685,0.0036233137,0.00024608627,0.00075001555,0.000007382422,0.000014939049,0.00060051185],"genre_scores_gemma":[0.9964151,0.00179055,0.0007087744,0.0004546591,0.0002785363,0.000007092978,0.000010640181,0.00004965085,0.00028499283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995642,0.00093912455,0.0014150861,0.00035117738,0.0008961374,0.00075647567],"domain_scores_gemma":[0.9965518,0.0008353086,0.0014535282,0.000566463,0.00007435357,0.0005185431],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021850462,0.0005737456,0.0009726621,0.00014647433,0.0005523354,0.00015227844,0.00089873315,0.0001776344,0.0000859098],"category_scores_gemma":[0.00029931575,0.0003712106,0.00031624152,0.0005243824,0.001233404,0.0013124824,0.0006139874,0.00093950704,0.000013124636],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001676929,0.0015425619,0.83803666,0.00006842339,0.00057471445,0.00024977146,0.15020998,0.0030398963,0.00015386642,0.00057192025,0.0017100819,0.0036744429],"study_design_scores_gemma":[0.003379687,0.0014573744,0.84132105,0.00016703625,0.00025330306,0.00080173794,0.14843982,0.0005070511,0.000096637465,0.0014642293,0.0016282776,0.00048377752],"about_ca_topic_score_codex":0.09875042,"about_ca_topic_score_gemma":0.1588829,"teacher_disagreement_score":0.06013248,"about_ca_system_score_codex":0.001293126,"about_ca_system_score_gemma":0.0023193986,"threshold_uncertainty_score":0.999874},"labels":[],"label_agreement":null},{"id":"W2287111692","doi":"","title":"Systems Engineering Approach to Brownfield Redevelopment: Ralgreen Community Revitalisation in Kitchener, Canada","year":2008,"lang":"en","type":"article","venue":"Proceedings of Water Down Under 2008","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Brownfield; Redevelopment; Environmental planning; Civil engineering; Engineering; Environmental science","score_opus":0.021390973037685362,"score_gpt":0.19860491114310594,"score_spread":0.17721393810542058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287111692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807128,0.000014289233,0.00012699563,0.00014373758,0.000053739146,0.0002841582,0.000003369956,0.000017428829,0.018643508],"genre_scores_gemma":[0.99747854,0.000018273751,0.0012883055,0.00016563626,0.000019450357,0.000031711847,0.000013386928,0.000014499457,0.0009702053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988234,0.0000107149535,0.00029396053,0.00017323556,0.00037921488,0.00031947807],"domain_scores_gemma":[0.9997224,0.000010786635,0.000054544762,0.0000803108,0.000009139139,0.00012279228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023619739,0.00015433121,0.0002062413,0.000046320856,0.00014081667,0.000018187373,0.00024871182,0.00006751256,0.00005468228],"category_scores_gemma":[0.000011905228,0.00012869992,0.000024696647,0.000171916,0.000051134564,0.00028410548,0.00020314525,0.00019149961,0.000011475101],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046902675,0.0006308905,0.7426892,0.0002722881,0.000061941195,0.00000575131,0.022473488,0.01046941,0.20394081,0.0001610902,0.018839441,0.00040877124],"study_design_scores_gemma":[0.001196961,0.00014281517,0.9074153,0.00017845102,0.000023913242,0.0000675383,0.0065288143,0.0009501381,0.077576414,0.00022781301,0.004615367,0.0010765262],"about_ca_topic_score_codex":0.31882384,"about_ca_topic_score_gemma":0.005311486,"teacher_disagreement_score":0.31351236,"about_ca_system_score_codex":0.0006406411,"about_ca_system_score_gemma":0.00001682599,"threshold_uncertainty_score":0.68571216},"labels":[],"label_agreement":null},{"id":"W2290880681","doi":"10.14288/1.0093578","title":"Systems approach in the analysis of the official town plan, Zoning by-law, and subdivision regulations : a case study of the town planning act of Nova Scotia.","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Zoning; Nova scotia; Subdivision; Plan (archaeology); Law; Town planning; Work (physics); Political science; Public administration; Geography; Urban planning; Engineering; Civil engineering; Archaeology","score_opus":0.023237620487083627,"score_gpt":0.21333057463537458,"score_spread":0.19009295414829094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290880681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99757725,0.000018925219,0.000043725086,0.000004380452,0.000028437516,0.00037974757,0.00007463831,0.0000024380029,0.0018704789],"genre_scores_gemma":[0.9999221,0.0000017105335,0.000026426867,0.0000064814394,0.0000024306944,3.2135773e-7,0.0000034792467,0.0000033262222,0.00003375229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901617,0.00017936352,0.00017392349,0.00017116497,0.00034447922,0.00011491084],"domain_scores_gemma":[0.99941295,0.00004849375,0.00025736744,0.0002448279,0.000008697328,0.000027631799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003251478,0.000041246225,0.0002308787,0.000023716355,0.0002410143,0.000016910339,0.00034439567,0.00005160476,0.00005608984],"category_scores_gemma":[0.000007892857,0.00006091881,0.00008355591,0.00056068756,0.00047709083,0.00016509155,0.0002753452,0.000093593175,1.4458742e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007240759,0.0005826218,0.98078126,0.000012030771,0.00008770729,0.000016382164,0.015146734,0.0009699252,0.00037539456,0.0000014404989,0.00004762204,0.0019716567],"study_design_scores_gemma":[0.0003467335,0.00006802914,0.9347207,0.000039971175,0.00022010342,0.00001860833,0.06348737,0.0010324502,0.0000032132118,0.000006069017,0.0000014035542,0.000055369976],"about_ca_topic_score_codex":0.6277215,"about_ca_topic_score_gemma":0.3637797,"teacher_disagreement_score":0.26394182,"about_ca_system_score_codex":0.000056272776,"about_ca_system_score_gemma":0.000007965251,"threshold_uncertainty_score":0.64782965},"labels":[],"label_agreement":null},{"id":"W2291253022","doi":"10.1142/s1464333216500010","title":"Monitoring <i>Nûtimesânân</i> Following the Diversion of Our River: A Community-led Registry in Eeyou Istchee, Northern Québec","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":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Niskamoon Corporation","funders":"","keywords":"Hydroelectricity; Subsistence agriculture; Fish migration; Stakeholder; Environmental planning; Environmental resource management; Stakeholder engagement; Geography; Fish <Actinopterygii>; Business; Fishery; Engineering; Environmental science; Ecology; Political science","score_opus":0.009756137728431796,"score_gpt":0.27676267285833756,"score_spread":0.26700653512990574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291253022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99335414,0.00009931514,0.00012137636,0.0020057792,0.00015727853,0.00027119124,0.0000114643335,0.0000056654508,0.0039737765],"genre_scores_gemma":[0.9964914,0.0014010161,0.00072009617,0.00017106306,0.00008551873,0.000009474562,0.0000010212102,0.000019505875,0.0011009033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997879,0.000289227,0.00060008053,0.00018398158,0.00070342276,0.00034424433],"domain_scores_gemma":[0.9988661,0.00010819686,0.0005550978,0.000321964,0.000002095682,0.00014654074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083384843,0.00024782892,0.00033556882,0.0001023488,0.00030205783,0.000027610798,0.00052969134,0.000067795445,0.000055937486],"category_scores_gemma":[0.000016314902,0.00015590488,0.00020514824,0.00014868115,0.00027383136,0.0005343843,0.00088794745,0.00031063677,0.00001621553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061070605,0.0007269963,0.93218166,0.00002592644,0.00019409892,0.00006169329,0.0018240609,0.00008219124,0.022023667,0.00005925488,0.0001730863,0.04258629],"study_design_scores_gemma":[0.0020396858,0.0002943348,0.9830491,0.00021657567,0.000112928734,0.000014011963,0.009471898,0.0000061813903,0.0014671717,0.00046871,0.002643954,0.00021543982],"about_ca_topic_score_codex":0.0040472858,"about_ca_topic_score_gemma":0.00049101794,"teacher_disagreement_score":0.050867446,"about_ca_system_score_codex":0.0015670821,"about_ca_system_score_gemma":0.00002403276,"threshold_uncertainty_score":0.6357617},"labels":[],"label_agreement":null},{"id":"W2292076084","doi":"10.5539/gjhs.v8n11p16","title":"Procedural Effectiveness of International Humanitarian Assistance","year":2016,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Categorization; Conceptual framework; Medicine; Business; Process management; Computer science; Sociology","score_opus":0.013158715296676839,"score_gpt":0.33093797383932055,"score_spread":0.3177792585426437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292076084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921813,0.000045385077,0.0013002753,0.000756453,0.0005232156,0.00008989825,0.000009942531,0.000003578923,0.005089958],"genre_scores_gemma":[0.9989053,0.000043824573,0.0008566634,0.00013439372,0.000028053952,8.127715e-7,1.4424057e-7,0.0000022745605,0.000028521159],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825424,0.00006421691,0.00038565364,0.00013970744,0.00089227926,0.00026388667],"domain_scores_gemma":[0.99918276,0.00002919891,0.00049842754,0.00008948132,0.000032530574,0.00016757761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001754284,0.0000763702,0.0001745007,0.00002929126,0.00014940379,0.000018100993,0.0005866765,0.000019937272,0.00016917424],"category_scores_gemma":[0.000082754545,0.000047966998,0.000053073618,0.0002726022,0.00076225464,0.0008043577,0.00013887591,0.000053438973,0.000023517225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056251916,0.0001221118,0.95792705,0.000012096482,0.000006835448,0.000003942175,0.000046188507,0.00002306326,0.025021747,0.00061765924,0.0002303043,0.015932746],"study_design_scores_gemma":[0.00038577555,0.00021058906,0.9951204,0.00013092364,0.0000022939641,0.000052540032,0.00006264805,0.0000035209257,0.0017318379,0.0018972125,0.00034721612,0.00005505917],"about_ca_topic_score_codex":0.000093102826,"about_ca_topic_score_gemma":0.000016713886,"teacher_disagreement_score":0.03719333,"about_ca_system_score_codex":0.0014575655,"about_ca_system_score_gemma":0.00018022604,"threshold_uncertainty_score":0.3811483},"labels":[],"label_agreement":null},{"id":"W2294132110","doi":"10.5539/eer.v6n1p1","title":"Strategic Environmental Assessment as an Instrument for Sustainable Development of the Danube Corridor Through Serbia","year":2016,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja","keywords":"Sustainable development; Strategic environmental assessment; Spatial planning; Plan (archaeology); Environmental planning; Strategic planning; Environmental resource management; Process (computing); Business; Inclusion (mineral); Process management; Environmental impact assessment; Computer science; Geography; Environmental science; Political science","score_opus":0.04766808781484364,"score_gpt":0.33159277128124437,"score_spread":0.2839246834664007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294132110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860853,0.000050599847,0.00088537904,0.00048817394,0.00005990575,0.00061261497,0.000019432258,0.0000138738615,0.011784745],"genre_scores_gemma":[0.98272306,0.00039397526,0.0027014227,0.00012007314,0.00004802581,0.00029472462,0.000022427836,0.00003831393,0.013657955],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.996353,0.00033394204,0.00044495077,0.00068065425,0.0012533731,0.00093411823],"domain_scores_gemma":[0.9988702,0.0001479398,0.00014415926,0.00056484056,0.0000050683516,0.00026777183],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00106678,0.00030304206,0.00025958096,0.000044015494,0.0010940345,0.00005609771,0.00057354354,0.0001544473,0.0025603515],"category_scores_gemma":[0.000013786872,0.00018760285,0.00009430837,0.00013023008,0.0012377597,0.00064115087,0.001172912,0.00017143313,0.000051457417],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000612802,0.0051619527,0.22387157,0.00013167533,0.00035983152,0.000043216085,0.0065489616,0.00055664405,0.54423827,0.07246954,0.0018431337,0.14416239],"study_design_scores_gemma":[0.0050893966,0.002517123,0.4615184,0.000118752956,0.00007812536,0.000023271254,0.021213073,0.00031586073,0.18058178,0.10999553,0.2171365,0.0014121748],"about_ca_topic_score_codex":0.00044830074,"about_ca_topic_score_gemma":0.00008255528,"teacher_disagreement_score":0.36365652,"about_ca_system_score_codex":0.0012534368,"about_ca_system_score_gemma":0.000077703764,"threshold_uncertainty_score":0.99835145},"labels":[],"label_agreement":null},{"id":"W2296961994","doi":"10.13140/rg.2.1.3184.5286","title":"An Analysis of the Ontario Power Authority's Consideration of Environmental Sustainability in Electricity System Planning","year":2008,"lang":"en","type":"article","venue":"York University Digital Library (York University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Electricity; Environmental planning; Business; Environmental economics; Environmental resource management; Natural resource economics; Environmental science; Engineering; Economics; Electrical engineering","score_opus":0.007243109928859525,"score_gpt":0.1743246254787075,"score_spread":0.167081515549848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296961994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97584033,0.0000044906983,0.00007928455,0.000024840612,0.00002759079,0.00022772996,0.00019869758,0.00003344637,0.023563577],"genre_scores_gemma":[0.99657965,0.0000026862128,0.00007868253,0.000012266217,0.0000032523278,5.936331e-8,0.000059631082,0.0000076160027,0.003256139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986734,0.0001798571,0.00020257426,0.00033933186,0.00034589664,0.0002589844],"domain_scores_gemma":[0.99925095,0.00006262415,0.00022271079,0.00032314975,0.00000368138,0.00013689906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000053232,0.000173434,0.0003244901,0.0002679253,0.00030186799,0.000022786453,0.0005101663,0.00012612525,0.0003936384],"category_scores_gemma":[0.000005688911,0.00018098476,0.00022505173,0.0014790345,0.00060797523,0.0021052721,0.00037722642,0.00019965398,0.0000048088414],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012556,0.00040091228,0.9919501,0.000005947867,0.00009615137,0.000075437434,0.0024331089,0.004091863,0.00022139598,0.00048626793,0.000058176007,0.000055093038],"study_design_scores_gemma":[0.0004036354,0.00011456308,0.982994,0.000010558486,0.00012331386,0.0000028032998,0.014172058,0.00026125507,0.00030813774,0.00003166286,0.0013982484,0.00017973805],"about_ca_topic_score_codex":0.00409579,"about_ca_topic_score_gemma":0.0012039944,"teacher_disagreement_score":0.020739324,"about_ca_system_score_codex":0.001829443,"about_ca_system_score_gemma":0.00011408321,"threshold_uncertainty_score":0.7380344},"labels":[],"label_agreement":null},{"id":"W2297372655","doi":"10.14288/1.0042061","title":"Managing environmental requirements for new mine developments in British Columbia","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Environmental resource management; Engineering; Business; Environmental science","score_opus":0.00913824377668894,"score_gpt":0.19525166745524183,"score_spread":0.18611342367855288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297372655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962099,0.00001768651,0.00012757644,0.00004671308,0.00023997178,0.0005926517,0.00016702368,0.000030617513,0.0025678189],"genre_scores_gemma":[0.98517835,0.00009804673,0.004217339,0.00009951852,0.00003214704,0.0000030822282,0.00007851556,0.000027024433,0.010265987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982634,0.000031364645,0.00023156719,0.0005481816,0.00042516724,0.0005002761],"domain_scores_gemma":[0.99932444,0.000025996422,0.0001552916,0.00022067528,0.000004257438,0.00026934646],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022846682,0.00007087097,0.0002818074,0.000020028461,0.00035839964,0.00021973994,0.0004719026,0.00015159776,0.0028491472],"category_scores_gemma":[0.000015487083,0.0003208358,0.000116346084,0.00018160944,0.0003897102,0.00069698854,0.00040853687,0.00020189867,0.00008431328],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043145583,0.00022963654,0.6386266,0.000011249145,0.000018086093,0.0000615773,0.0001441885,0.0000051026987,0.004635439,5.5218926e-8,0.004357456,0.35190633],"study_design_scores_gemma":[0.0020527192,0.0000718588,0.99337035,0.000059617807,0.00002337278,0.000028028557,0.000915553,0.00005834792,0.0000042106244,0.0004985276,0.002592179,0.0003252369],"about_ca_topic_score_codex":0.6113681,"about_ca_topic_score_gemma":0.9671994,"teacher_disagreement_score":0.35583127,"about_ca_system_score_codex":0.00037274952,"about_ca_system_score_gemma":0.000032665583,"threshold_uncertainty_score":0.99992436},"labels":[],"label_agreement":null},{"id":"W2297695298","doi":"10.1016/j.eiar.2016.03.005","title":"Conceptualizing strategic environmental assessment: Principles, approaches and research directions","year":2016,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":146,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Strategic environmental assessment; Sustainability; Process (computing); Corporate governance; Process management; Environmental planning; Management science; Environmental impact assessment; Political science; Strategic thinking; Strategic planning; Environmental resource management; Business; Engineering; Computer science; Environmental science; Ecology; Marketing","score_opus":0.15259637261035908,"score_gpt":0.40147077304221035,"score_spread":0.24887440043185127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297695298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93046975,0.016516626,0.00024366382,0.001374223,0.00022418493,0.0027580298,0.00032449915,0.00015956565,0.047929484],"genre_scores_gemma":[0.9045296,0.09049764,0.0014126259,0.00037094473,0.00011449656,0.00035307647,0.00013016108,0.00010690615,0.002484563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930576,0.0011858435,0.0009800616,0.0013949284,0.0019016166,0.0014799476],"domain_scores_gemma":[0.9973588,0.00037625944,0.0004003759,0.00095600827,0.0000029139105,0.0009056713],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023309735,0.00083511125,0.00086609775,0.00012305059,0.0010262568,0.00017198987,0.0006455041,0.00023801424,0.020353626],"category_scores_gemma":[0.000029388639,0.00057963567,0.0003737005,0.0004129703,0.0020871176,0.0014111674,0.0013596481,0.00076209044,0.001055415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002426261,0.0019668913,0.8348415,0.00019973252,0.0003230086,0.00006001154,0.00037925167,0.000025892225,0.056532726,0.0014618754,0.0019001134,0.102284715],"study_design_scores_gemma":[0.0016269514,0.0008183828,0.9482336,0.000943334,0.00021930742,0.00013646283,0.0011039281,0.00018978116,0.0004413223,0.0013992932,0.043554593,0.0013330618],"about_ca_topic_score_codex":0.00013442233,"about_ca_topic_score_gemma":0.000017740722,"teacher_disagreement_score":0.11339206,"about_ca_system_score_codex":0.0042711967,"about_ca_system_score_gemma":0.0000720298,"threshold_uncertainty_score":0.99972236},"labels":[],"label_agreement":null},{"id":"W2298477944","doi":"10.5539/mas.v10n3p107","title":"Strategic Environmental Assessment (SEA) in Tehran Comprehensive Plan of Transportation and Traffic: An Approach Toward Achieving Sustainable Urban Development Projects","year":2016,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Strategic environmental assessment; Delphi method; Plan (archaeology); Environmental planning; Sustainable development; Urban planning; Business; Process (computing); Harmony (color); Strategic planning; Transportation planning; Environmental resource management; Environmental economics; Environmental impact assessment; Computer science; Transport engineering; Civil engineering; Environmental science; Engineering; Geography; Political science; Economics; Marketing","score_opus":0.03142931749840894,"score_gpt":0.2585873617197448,"score_spread":0.22715804422133584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298477944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924451,0.000012641495,0.0031829295,0.000025084288,0.000016011654,0.00066929957,0.000014526133,0.000023639974,0.0036107653],"genre_scores_gemma":[0.99462134,0.000015478989,0.0051350417,0.000035456873,0.000008239637,0.000073163326,0.000022165903,0.000016577264,0.000072532224],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99749905,0.000043513537,0.00035443116,0.00068629533,0.0008147601,0.0006019291],"domain_scores_gemma":[0.99939746,0.000025118485,0.00014373017,0.00020746015,0.0000037496463,0.00022247192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046703243,0.0002410689,0.00025345015,0.00010042673,0.00028295282,0.00005180827,0.00037088126,0.000072784795,0.000059392718],"category_scores_gemma":[0.0000015286927,0.00018690142,0.000025130703,0.0002611911,0.0010888908,0.0007183354,0.0001201621,0.00012290223,0.0000057510842],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053801992,0.00075916515,0.20252746,0.00005315586,0.000008856168,0.000008397739,0.014446795,0.0013414704,0.76635677,0.0006086961,0.0000027401366,0.013832703],"study_design_scores_gemma":[0.0010236574,0.000135209,0.97427565,0.000018118437,0.000009671296,0.0000022072807,0.01189672,0.005359176,0.006469705,0.00040769696,0.000034581095,0.00036763278],"about_ca_topic_score_codex":0.00008356683,"about_ca_topic_score_gemma":0.000034211018,"teacher_disagreement_score":0.7717482,"about_ca_system_score_codex":0.00074436737,"about_ca_system_score_gemma":0.00009241259,"threshold_uncertainty_score":0.7621619},"labels":[],"label_agreement":null},{"id":"W2299437317","doi":"","title":"The Development and Cross-National Validation of a Comprehensive Model of Environmental Concern: A USA-Canadian Comparison","year":2005,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental science; Environmental resource management","score_opus":0.05189410665829717,"score_gpt":0.31852440702297297,"score_spread":0.2666303003646758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299437317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867528,0.000024881825,0.00016819521,0.000097053286,0.000014851689,0.00014451222,0.000028932614,0.0000028240584,0.012765936],"genre_scores_gemma":[0.9951308,0.000017692466,0.003773596,0.00010660168,0.000008311237,0.0000071531454,0.000011045917,0.0000056451854,0.0009392008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989546,0.000023744255,0.000306939,0.00013462844,0.00041047862,0.00016959498],"domain_scores_gemma":[0.9996379,0.00004622071,0.00012325609,0.000074849464,0.000004271025,0.000113493785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013579233,0.000095904106,0.00011829508,0.000017178068,0.00022377947,0.000018251065,0.00012276479,0.00004372446,0.00083991105],"category_scores_gemma":[0.00000401032,0.00007483307,0.00002749634,0.000038308517,0.0004991095,0.00019457984,0.00010373059,0.000053944295,0.00006344704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021612464,0.00017941585,0.9124365,0.000004869445,0.000040270028,1.3072207e-7,0.002786303,0.03346741,0.0322646,0.0004965357,0.0002112607,0.018091118],"study_design_scores_gemma":[0.0004467695,0.000038425835,0.92023796,0.000004302978,0.000007908564,9.206931e-7,0.00079317763,0.022755383,0.051476866,0.00020105511,0.0038891179,0.0001481423],"about_ca_topic_score_codex":0.0013043447,"about_ca_topic_score_gemma":0.0055357167,"teacher_disagreement_score":0.019212265,"about_ca_system_score_codex":0.000380325,"about_ca_system_score_gemma":0.000035411602,"threshold_uncertainty_score":0.91964376},"labels":[],"label_agreement":null},{"id":"W2300456521","doi":"10.31357/fesympo.v20i0.2544","title":"Ensuring Environmental Sustainability through Public Consultation in Canada's Environmental Assessment Process: Lessons Learnt","year":2015,"lang":"en","type":"article","venue":"Proceedings of International Forestry and Environment Symposium","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Environmental impact statement; Environmental planning; Agency (philosophy); Public participation; Environmental stewardship; Sustainability; Business; Government (linguistics); Environmental resource management; Impact assessment; National Environmental Policy Act; Political science; Public administration; Environmental science","score_opus":0.014494186183638897,"score_gpt":0.2653522288725169,"score_spread":0.250858042688878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300456521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98704004,0.000047560596,0.000029760971,0.0028628164,0.00013069883,0.00048347056,0.000075264,0.000015683885,0.009314694],"genre_scores_gemma":[0.99841106,0.000494093,0.00040833896,0.00012827833,0.000044652475,0.00010201374,0.00007880952,0.000030430143,0.0003023128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99701977,0.00002901125,0.0006147067,0.00062983047,0.001198954,0.00050770823],"domain_scores_gemma":[0.99917865,0.000051600837,0.00033974028,0.00012113817,0.000007821311,0.00030103562],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038124315,0.00034987708,0.00031704927,0.000060228085,0.0001354973,0.0000577045,0.00038545375,0.00011716449,0.0005167641],"category_scores_gemma":[0.000044837227,0.00035955495,0.00006175186,0.00009017706,0.00047629717,0.0012015806,0.00048292108,0.00031542638,0.00001695359],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006084319,0.00048414807,0.9843917,0.000026245825,0.000040478993,0.000008511157,0.0013399264,0.0022843976,0.0097665675,0.00035889912,0.000108081615,0.0011302048],"study_design_scores_gemma":[0.0018061606,0.00017789123,0.96750075,0.000029571915,0.000030728374,0.000028418375,0.016633632,0.0017773401,0.004026705,0.0045143943,0.002960824,0.00051356683],"about_ca_topic_score_codex":0.03238156,"about_ca_topic_score_gemma":0.0040351683,"teacher_disagreement_score":0.028346391,"about_ca_system_score_codex":0.005261305,"about_ca_system_score_gemma":0.00013903379,"threshold_uncertainty_score":0.9998856},"labels":[],"label_agreement":null},{"id":"W2301112057","doi":"10.1080/14615517.2015.1118956","title":"Connecting the strategic to the tactical in SEA design: an approach to wetland conservation policy development and implementation in an urban context","year":2016,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Wetland; Sustainability; Environmental planning; Wetland conservation; Environmental resource management; Strategic environmental assessment; Urban planning; Context (archaeology); Sustainable development; Business; Strategic planning; Land-use planning; Land use; Environmental impact assessment; Environmental science; Geography; Political science; Civil engineering; Ecology; Engineering","score_opus":0.0758700446944359,"score_gpt":0.4296900848499606,"score_spread":0.3538200401555247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301112057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993353,0.000008074652,0.0022468616,0.002288835,0.00004177184,0.0013669281,0.000013038971,0.000017302422,0.0006641936],"genre_scores_gemma":[0.9964915,0.000008802517,0.0026117386,0.00057318044,0.00007558908,0.00018884132,0.000022116914,0.000018660976,0.0000095742935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979331,0.00054783333,0.00032175754,0.0003903727,0.00033678886,0.00047016214],"domain_scores_gemma":[0.9991772,0.00034010713,0.00008558423,0.00018007217,0.0000062499444,0.00021074263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001478626,0.00023687707,0.00019500096,0.00010068077,0.00028362108,0.00023752742,0.00019582013,0.00006748348,0.000052649186],"category_scores_gemma":[0.000034937068,0.00012485262,0.000020026298,0.00037899314,0.000092614086,0.0007288396,0.00016014498,0.00015316097,0.0000066261964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013258605,0.00024007603,0.92251354,0.0000048517286,0.000017427612,0.0000023189393,0.018555038,0.00010165277,0.004986896,0.0007330749,0.0001307897,0.052581765],"study_design_scores_gemma":[0.0011318428,0.0005557006,0.97150856,0.000015723637,0.000008875013,0.000009931522,0.024169834,0.0012935572,0.00040140626,0.00015476151,0.00048717222,0.0002626444],"about_ca_topic_score_codex":0.0043814234,"about_ca_topic_score_gemma":0.006282545,"teacher_disagreement_score":0.05231912,"about_ca_system_score_codex":0.00051171693,"about_ca_system_score_gemma":0.00016270348,"threshold_uncertainty_score":0.6623431},"labels":[],"label_agreement":null},{"id":"W2301607506","doi":"10.3152/147154606781765147","title":"Sustainability assessment: basic components of a practical approach","year":2006,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":528,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainability; Work (physics); Attractiveness; Sustainability organizations; Strategic environmental assessment; Key (lock); Management science; Business; Process management; Environmental impact assessment; Risk analysis (engineering); Environmental resource management; Environmental planning; Environmental economics; Computer science; Engineering; Economics; Political science; Environmental science","score_opus":0.025221044035060043,"score_gpt":0.4028004067066425,"score_spread":0.3775793626715825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301607506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93799,0.000018685463,0.0028468769,0.0003009053,0.00011719473,0.00092559226,0.000046092966,0.000064665175,0.057690002],"genre_scores_gemma":[0.9859409,0.000016242204,0.013417774,0.000037165282,0.00009784787,0.00007891168,0.00017511036,0.000037447033,0.00019864152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99682367,0.00037579532,0.0005860284,0.00058664824,0.00091979594,0.0007080416],"domain_scores_gemma":[0.99872935,0.00032025206,0.0003442525,0.00038645644,0.00002410435,0.00019561256],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008565728,0.00043186123,0.00054609374,0.00009687146,0.0002657311,0.00012332198,0.00023244716,0.00018221022,0.00051267224],"category_scores_gemma":[0.000046584155,0.00035286314,0.00021090341,0.00043003433,0.0006634638,0.0008638896,0.0004209415,0.00042331015,0.000009324279],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009190889,0.0020832024,0.98277783,0.000069735645,0.00008021764,0.000012595061,0.0003293902,0.00015492972,0.007005797,0.0020870029,0.002887643,0.0024197428],"study_design_scores_gemma":[0.0013343298,0.00046523983,0.9899926,0.000010152864,0.00008011927,0.00003214137,0.00081238116,0.0033840272,0.00014578649,0.0015952865,0.0017368564,0.0004110578],"about_ca_topic_score_codex":0.005942247,"about_ca_topic_score_gemma":0.00004918785,"teacher_disagreement_score":0.057491362,"about_ca_system_score_codex":0.0008167382,"about_ca_system_score_gemma":0.00022521672,"threshold_uncertainty_score":0.99989235},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.011996204042451417,"score_gpt":0.29216409239787966,"score_spread":0.2801678883554282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301770962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99265665,0.00026718437,0.00014082523,0.0023228582,0.00021822452,0.0004957892,0.00011135612,0.000011805312,0.0037753175],"genre_scores_gemma":[0.985691,0.01033854,0.000970063,0.0005135123,0.00013036485,0.000043743563,0.000005643509,0.000038555987,0.0022685544],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971813,0.00026504922,0.00075174286,0.00048430508,0.0008321215,0.00048548097],"domain_scores_gemma":[0.9985047,0.00022300793,0.00058549707,0.00034360786,0.0000022713102,0.00034093132],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008363537,0.00044688772,0.00048660015,0.00016592465,0.00048131973,0.00008675842,0.0002609364,0.00011413259,0.0002622023],"category_scores_gemma":[0.000014635587,0.0002746603,0.00017027743,0.000133025,0.00089437905,0.00066280086,0.0007523633,0.00027435482,0.000006998761],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030990737,0.002468774,0.4430082,0.00018230625,0.0014778718,0.0013247537,0.0030251169,0.00013677783,0.020514255,0.004086817,0.0013465022,0.5221187],"study_design_scores_gemma":[0.0044725337,0.0017971637,0.97190297,0.0002199375,0.00047561474,0.0009023483,0.007278165,0.0001803438,0.0001596289,0.00087980827,0.011218423,0.00051304983],"about_ca_topic_score_codex":0.00028822062,"about_ca_topic_score_gemma":0.00011218603,"teacher_disagreement_score":0.5288948,"about_ca_system_score_codex":0.0012312931,"about_ca_system_score_gemma":0.000027105278,"threshold_uncertainty_score":0.99997056},"labels":[],"label_agreement":null},{"id":"W2310216532","doi":"10.37099/mtu.dc.etdr/50","title":"PERSPECTIVES ON ENVIRONMENTAL MANAGEMENT SYSTEM REQUIREMENTS","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Legislation; Context (archaeology); Business; Environmental planning; Environmental compliance; Environmental management system; Environmental resource management; Management system; Engineering; Operations management; Political science; Environmental protection; Geography","score_opus":0.01519115383539275,"score_gpt":0.2914615914592072,"score_spread":0.2762704376238144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2310216532","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35833442,0.00007218823,0.000004952844,0.000013912838,0.00053991476,0.0005940594,0.000031310825,0.00009868844,0.6403106],"genre_scores_gemma":[0.8252754,0.00015537029,0.0004847843,0.00008562785,0.0001012187,0.0001111695,0.00066360325,0.00008291605,0.17303987],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9967255,0.00008282613,0.00037290406,0.00082190154,0.0015019979,0.000494877],"domain_scores_gemma":[0.99898267,0.00001083564,0.00022900317,0.00048076708,0.0000022342208,0.00029447392],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022858584,0.00053616025,0.0003654342,0.00007625597,0.00024136761,0.00006474543,0.00044592406,0.00026503325,0.0067048687],"category_scores_gemma":[0.000003157546,0.00048826163,0.00017102982,0.000113568625,0.00010777153,0.00023604573,0.00018327056,0.00028436523,0.010301279],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032906607,0.016466202,0.06477228,0.0015175787,0.004651459,0.0018067432,0.09667129,0.0010647484,0.01963261,0.01772583,0.4484324,0.32396823],"study_design_scores_gemma":[0.0037215308,0.0013561719,0.2581539,0.00059931213,0.0007066082,0.000014924448,0.67321545,0.00013670087,0.0018331505,0.0014979541,0.05515695,0.00360739],"about_ca_topic_score_codex":0.00011620903,"about_ca_topic_score_gemma":0.000043317777,"teacher_disagreement_score":0.57654417,"about_ca_system_score_codex":0.0040639755,"about_ca_system_score_gemma":0.000008596762,"threshold_uncertainty_score":0.99975926},"labels":[],"label_agreement":null},{"id":"W2319493772","doi":"10.5751/es-07190-200131","title":"Learning for resilience in the European Court of Human Rights: adjudication as an adaptive governance practice","year":2015,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Adjudication; Resilience (materials science); Human rights; Corporate governance; Environmental resource management; Political science; Environmental planning; Geography; Law; Business; Environmental science","score_opus":0.018084159656668597,"score_gpt":0.30529932327578324,"score_spread":0.28721516361911464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319493772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96264434,0.000012661498,0.00008116754,0.00038019283,0.000024110368,0.0001702134,0.0000016101189,0.000004941407,0.036680773],"genre_scores_gemma":[0.9985668,0.000023312161,0.00069218024,0.00041552237,0.000022600703,0.000012332512,0.000004468074,0.000003524689,0.00025925797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914944,0.00036940217,0.00010391191,0.00013882594,0.00012177524,0.000116638395],"domain_scores_gemma":[0.9996236,0.00013809073,0.00012265374,0.00007073518,0.0000053210024,0.000039624665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001295439,0.000053764874,0.00007219965,0.0000020982618,0.0002544905,0.0000072558278,0.00012544206,0.000049770468,0.000029413808],"category_scores_gemma":[0.00007000039,0.00004128167,0.00002360483,0.000050157956,0.0003199411,0.00030375386,0.000055045344,0.00013715298,0.000013423432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016653622,0.0015388475,0.8081681,0.000012497962,0.000062343126,0.000012505119,0.15580413,0.0020389222,0.0040697698,0.011804128,0.011563003,0.004759183],"study_design_scores_gemma":[0.00044774078,0.00088863674,0.97691715,0.0000030458216,0.000012868718,0.0000029826292,0.0148420725,0.0003591404,0.000058606096,0.0033313711,0.0030685884,0.00006777223],"about_ca_topic_score_codex":0.0005413631,"about_ca_topic_score_gemma":0.00039176745,"teacher_disagreement_score":0.16874903,"about_ca_system_score_codex":0.000100311234,"about_ca_system_score_gemma":0.000006862405,"threshold_uncertainty_score":0.19573608},"labels":[],"label_agreement":null},{"id":"W2319819499","doi":"10.5623/cig2011-043","title":"Building on Lessons From Landscape-Level Integrated Assessment to Inform Key Elements in ILM","year":2011,"lang":"en","type":"article","venue":"GEOMATICA","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada; International Institute for Sustainable Development","funders":"","keywords":"Geospatial analysis; Context (archaeology); Relevance (law); Computer science; Process management; Citizen journalism; Knowledge management; Data science; Engineering; Political science; Geography; World Wide Web; Remote sensing","score_opus":0.051014732705300096,"score_gpt":0.3205838418033859,"score_spread":0.2695691090980858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319819499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9310574,0.0000014819828,0.0011868329,0.0004272042,0.00014985735,0.00033506638,0.000068730405,0.000035392357,0.06673804],"genre_scores_gemma":[0.9595548,0.0000046884707,0.038847107,0.0009826669,0.000017262422,0.00005973129,0.000033822897,0.000018302639,0.00048160233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837774,0.000049990842,0.0003729383,0.00029442462,0.00046061192,0.00044429075],"domain_scores_gemma":[0.9993739,0.000043725373,0.00009069966,0.00027441714,0.000002858483,0.00021438756],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002478668,0.00021124953,0.0002204765,0.000067180415,0.00013033053,0.000039469785,0.00033242672,0.000080668666,0.008647044],"category_scores_gemma":[0.00003148561,0.00018233973,0.000048952712,0.000303326,0.000053434316,0.00025248903,0.00030018977,0.00018855778,0.0016229106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067913024,0.0011585413,0.9186387,0.000008917311,0.00007144511,0.00003731521,0.007624319,0.00022831818,0.0076473537,0.0016837536,0.004616099,0.058217328],"study_design_scores_gemma":[0.0005285437,0.00016260413,0.99091256,0.0000544461,0.000011802012,4.883942e-7,0.00087066076,0.0005970566,0.0011786943,0.002915043,0.0025120038,0.00025608673],"about_ca_topic_score_codex":0.0022316002,"about_ca_topic_score_gemma":0.0007036207,"teacher_disagreement_score":0.07227387,"about_ca_system_score_codex":0.00046847682,"about_ca_system_score_gemma":0.000014677634,"threshold_uncertainty_score":0.99915445},"labels":[],"label_agreement":null},{"id":"W2320406194","doi":"","title":"The Significance of Pembina Institute for Appropriate Development et al. v. Canada (Attorney-General) for the Future of Environmental Assessment","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science","score_opus":0.005906816425031143,"score_gpt":0.24770374369710044,"score_spread":0.2417969272720693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320406194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9633355,0.0018120887,0.01765083,0.013855052,0.00082279224,0.0019101235,0.000095986274,0.000008632482,0.000508985],"genre_scores_gemma":[0.99395186,0.0027039617,0.0015035111,0.00087765633,0.00009265668,0.0000656715,0.000016803544,0.000016094618,0.0007717911],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99760795,0.00006782007,0.00044593518,0.00020328413,0.00057287567,0.0011021585],"domain_scores_gemma":[0.99920493,0.00010144494,0.00040813436,0.00019586072,0.000007790234,0.00008185969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014866211,0.00019798738,0.00020960091,0.0000122742285,0.00069555873,0.00002634758,0.0005303878,0.000038950544,0.000023974573],"category_scores_gemma":[0.000010557871,0.00012056656,0.0001326235,0.00007350064,0.00019005054,0.00018227362,0.000062117804,0.00048614253,8.1743303e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062050903,0.0012735073,0.024890326,0.000027923485,0.0010617411,0.000002529191,0.0014768449,0.0070271427,0.109463505,0.07044854,0.010204786,0.77350265],"study_design_scores_gemma":[0.0034854575,0.0014883375,0.33578435,0.000027536218,0.00016931453,0.000043630345,0.007897984,0.0007071907,0.0106417285,0.043810833,0.5952091,0.000734525],"about_ca_topic_score_codex":0.0049513914,"about_ca_topic_score_gemma":0.11438218,"teacher_disagreement_score":0.77276814,"about_ca_system_score_codex":0.0025826117,"about_ca_system_score_gemma":0.0013444206,"threshold_uncertainty_score":0.90177804},"labels":[],"label_agreement":null},{"id":"W2322806996","doi":"10.3846/16484142.2016.1156021","title":"An Octopus and a circle at the basis of a framework for the evaluation of sustainable mobility","year":2016,"lang":"en","type":"article","venue":"Transport","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Conceptualization; Sustainability; octopus (software); Sustainable development; Standardization; Representation (politics); Transport engineering; Computer science; Order (exchange); Risk analysis (engineering); Management science; Process management; Engineering; Business; Artificial intelligence; Political science","score_opus":0.0231479553444116,"score_gpt":0.3187614833385834,"score_spread":0.2956135279941718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322806996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960617,0.00003921593,0.0025912065,0.00037576165,0.000016468588,0.0005996874,0.000026999835,0.000003302805,0.00028564877],"genre_scores_gemma":[0.99950796,0.000026666958,0.00015065803,0.00004132928,0.000007003288,0.000062054714,0.000001806129,0.0000047749877,0.00019776465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992901,0.000044224005,0.00012652225,0.00011655419,0.00029878088,0.00012380177],"domain_scores_gemma":[0.9995445,0.00013590841,0.00006155238,0.00021790233,0.000008713458,0.0000314318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009435449,0.000051169805,0.00008050171,0.0000040056552,0.00011725532,0.0000021097917,0.00011284512,0.00003629411,0.00089603843],"category_scores_gemma":[0.000022064354,0.000025414836,0.00004328654,0.00005386423,0.0003624018,0.00011523193,0.000017251576,0.000024080944,0.000001938731],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001001528,0.0002626545,0.90654016,0.000024300654,0.00003145756,2.9057205e-7,0.0032144329,0.00019548506,0.018471971,0.0006194931,0.000027790686,0.07051183],"study_design_scores_gemma":[0.0002835479,0.000084941705,0.9786875,0.0000053461686,0.00007454649,2.2872942e-7,0.0009358857,0.000048264123,0.011301034,0.008415143,0.00012500539,0.00003853004],"about_ca_topic_score_codex":0.00056060345,"about_ca_topic_score_gemma":0.00018870627,"teacher_disagreement_score":0.072147384,"about_ca_system_score_codex":0.000108138935,"about_ca_system_score_gemma":0.000010002849,"threshold_uncertainty_score":0.98109925},"labels":[],"label_agreement":null},{"id":"W2323975711","doi":"10.5751/es-06789-190347","title":"Reflection on the development process of a sustainability assessment tool: learning from a Flemish case","year":2014,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Flemish; Sustainability; Reflection (computer programming); Process (computing); Geography; Ecology; Environmental resource management; Process management; Engineering; Computer science; Environmental science; Biology; Archaeology","score_opus":0.012310420113343113,"score_gpt":0.2985253463619699,"score_spread":0.2862149262486268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323975711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946312,0.0000015243368,0.00029721024,0.00031990418,0.00004239086,0.00018941301,8.9543005e-7,0.000013918655,0.0045035747],"genre_scores_gemma":[0.998734,0.0000054325697,0.00059577794,0.00033943108,0.000018969513,0.000042482367,0.0000040332234,0.000005141576,0.00025474763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991537,0.00018074445,0.00015892979,0.00020181095,0.00013460932,0.00017024067],"domain_scores_gemma":[0.9995444,0.00023048696,0.00009073333,0.00008832327,0.000006602716,0.000039452174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006668594,0.000091650756,0.000120844015,0.000003687932,0.0005392242,0.000011834842,0.00006627718,0.00009786673,0.00047319627],"category_scores_gemma":[0.0000675317,0.0000668014,0.00004574637,0.00006247812,0.00025593778,0.00007465673,0.00010070342,0.00022406862,0.000007206319],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012072014,0.00021701485,0.97716945,0.000015484915,0.000045127417,0.000003888019,0.015158767,0.00059788604,0.00065854785,0.000183003,0.00023805165,0.005700684],"study_design_scores_gemma":[0.00026254132,0.00017090046,0.98244745,0.0000037123057,0.000014599133,0.0000055232686,0.011144078,0.0011429322,0.0006320086,0.003144481,0.00092524086,0.00010651862],"about_ca_topic_score_codex":0.000111567344,"about_ca_topic_score_gemma":0.00014751489,"teacher_disagreement_score":0.0055941655,"about_ca_system_score_codex":0.00035080663,"about_ca_system_score_gemma":0.000028108308,"threshold_uncertainty_score":0.5181167},"labels":[],"label_agreement":null},{"id":"W2324920835","doi":"10.1097/01.hj.0000293361.64205.a9","title":"HIA elects new leaders at annual meeting","year":2002,"lang":"en","type":"article","venue":"The Hearing Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.03961713795153657,"score_gpt":0.2678172251361882,"score_spread":0.22820008718465165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324920835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690644,0.00015625305,0.00005308742,0.0025730594,0.00019254033,0.000061761406,5.9995585e-7,0.000020493157,0.0278778],"genre_scores_gemma":[0.9804904,0.00010971413,0.0003744162,0.0007096686,0.0002865489,7.2336366e-7,2.2516086e-7,0.000015006719,0.018013332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988764,0.00007309263,0.00015583253,0.00011425244,0.000391466,0.0003889439],"domain_scores_gemma":[0.9995611,0.000033540466,0.000079253405,0.00011234191,0.0000014654045,0.0002123105],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028357707,0.00010611811,0.00009324868,0.000012740539,0.0007565256,0.00005783569,0.00023588604,0.000040147497,0.005517651],"category_scores_gemma":[0.000023206656,0.00007399316,0.0000678252,0.0000946472,0.00015543435,0.00026142105,0.00020048664,0.0003314022,0.0015113292],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045271838,0.00023653416,0.5551319,0.0000060113207,0.00010524043,0.00010068579,0.036941424,0.005230796,0.07154186,0.000035114193,0.26963153,0.06099362],"study_design_scores_gemma":[0.0018650749,0.00038665987,0.89605975,0.00009805141,0.000088723034,0.0013859352,0.0054815076,0.0017290562,0.007892566,0.0022860062,0.08190412,0.00082257245],"about_ca_topic_score_codex":0.00024676372,"about_ca_topic_score_gemma":0.000046007626,"teacher_disagreement_score":0.3409278,"about_ca_system_score_codex":0.0004588324,"about_ca_system_score_gemma":0.0000042165852,"threshold_uncertainty_score":0.9992661},"labels":[],"label_agreement":null},{"id":"W2325339410","doi":"","title":"Shifting Focus: Towards Outcome-Based Policy and Regulation Making for Maritime Safety and Vessel-Source Pollution in Canada","year":2009,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Focus (optics); Business; Outcome (game theory); Environmental planning; Maritime safety; Pollution; Risk analysis (engineering); Environmental science; Economics; Microeconomics","score_opus":0.010977341394054615,"score_gpt":0.26162140145738044,"score_spread":0.25064406006332585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325339410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871157,0.00006591639,0.0017590496,0.0045310436,0.00004644713,0.0004387805,0.000034680997,0.000025590185,0.005982838],"genre_scores_gemma":[0.9950479,0.000008244698,0.0015640091,0.003015617,0.00006252605,0.000007616897,0.0000125558745,0.000012418697,0.0002690977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988375,0.00005468607,0.00026672345,0.00026227464,0.00024267912,0.00033615797],"domain_scores_gemma":[0.99960655,0.000042295793,0.000090232505,0.00011439988,0.0000024518654,0.00014408799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002529581,0.00014833466,0.00017887638,0.000029164046,0.00025154362,0.000056294954,0.000083754996,0.00006722045,0.00011007684],"category_scores_gemma":[0.00006277761,0.00015353701,0.000026813315,0.00013969875,0.00007567668,0.0003111377,0.00006224637,0.00011424803,0.0000038852486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015333456,0.00008431511,0.85838014,0.00003305894,0.000011526585,0.000006662732,0.00031302427,0.0034700118,0.0029455416,0.0038075591,0.00025013465,0.13054466],"study_design_scores_gemma":[0.0006975167,0.000055669516,0.98828816,0.000032054715,0.000008944553,0.000001918283,0.00011386373,0.0020301472,0.00031121692,0.0017959519,0.0064651933,0.00019933614],"about_ca_topic_score_codex":0.59022415,"about_ca_topic_score_gemma":0.4823822,"teacher_disagreement_score":0.13034533,"about_ca_system_score_codex":0.0014273576,"about_ca_system_score_gemma":0.00008087309,"threshold_uncertainty_score":0.6261058},"labels":[],"label_agreement":null},{"id":"W2325946955","doi":"10.12927/whp..17528","title":"Health and Environment - Integration","year":2013,"lang":"en","type":"article","venue":"World health & population","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Administration (probate law); Health care; Healthcare policy; Political science; Nursing research; Health policy; Unit (ring theory); Nursing; Peer review; Health services research; International health; Public health; Medicine; Psychology","score_opus":0.018253342855840085,"score_gpt":0.3076447704478029,"score_spread":0.28939142759196285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325946955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96963614,0.0002606835,0.0011409834,0.024759874,0.00016673574,0.0012070945,0.0000050500807,0.00006811908,0.002755324],"genre_scores_gemma":[0.99036616,0.00022563509,0.002883075,0.004633567,0.000043010965,0.000043660195,0.00010842228,0.000013483997,0.0016829676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876904,0.00011385653,0.00031027023,0.00023938702,0.00025917435,0.00030829324],"domain_scores_gemma":[0.99934286,0.000015486501,0.0001801623,0.00013041288,9.259704e-7,0.00033017687],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002089656,0.00012338648,0.00016532122,0.000038708586,0.0003398371,0.00003483837,0.00005346501,0.000028978815,0.0016465839],"category_scores_gemma":[0.0000056295535,0.00011360323,0.000023646453,0.000104683975,0.00005706006,0.00041540785,0.00007292833,0.00011148474,0.0005631027],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035316066,0.00007413987,0.61307544,0.0000121609855,0.000002886422,1.1619479e-7,0.0011192006,0.00008626915,0.00014506945,0.00038893323,0.007278003,0.37781423],"study_design_scores_gemma":[0.00015445615,0.000099441866,0.9908296,0.000016132894,0.0000012534497,9.007477e-7,0.00017251947,0.00062512263,0.000007124271,0.0025468247,0.0054433737,0.00010324586],"about_ca_topic_score_codex":0.018698974,"about_ca_topic_score_gemma":0.0017238612,"teacher_disagreement_score":0.37775415,"about_ca_system_score_codex":0.0008710399,"about_ca_system_score_gemma":0.000008907405,"threshold_uncertainty_score":0.999266},"labels":[],"label_agreement":null},{"id":"W2327787130","doi":"10.1017/s146604661500006x","title":"Research Article: Collaborative Environmental Governance and Indigenous Peoples: Recommendations for Practice","year":2015,"lang":"en","type":"article","venue":"Environmental Practice","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Brock University; Simon Fraser University","funders":"Hakai Institute","keywords":"Indigenous; Corporate governance; Environmental governance; Collaborative governance; Political science; Empirical research; Public relations; Environmental planning; Sociology; Environmental resource management; Geography; Business; Ecology","score_opus":0.03979242003431571,"score_gpt":0.3777352377079243,"score_spread":0.33794281767360856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327787130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9504841,0.0016223759,0.0005245857,0.011778878,0.0003890436,0.0028887116,0.00048468544,0.00008391059,0.03174373],"genre_scores_gemma":[0.97369456,0.002561665,0.018178202,0.002276486,0.00016570569,0.00033714462,0.00012731415,0.0000766073,0.0025823254],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99564946,0.0008758593,0.00047677828,0.00081609405,0.001338518,0.00084328646],"domain_scores_gemma":[0.99646467,0.0020684972,0.0003772052,0.0004475311,0.000011255525,0.00063084543],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025070843,0.0003621201,0.00028404035,0.00004478551,0.0009626074,0.0001878044,0.00035351334,0.00018975599,0.0010743865],"category_scores_gemma":[0.0011818449,0.00037998322,0.00006701391,0.00030103265,0.0009377036,0.0035112975,0.00072714034,0.00058557716,0.0015706462],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059931763,0.024158211,0.18285638,0.00008793348,0.0013037437,0.0004181355,0.2793214,0.0017240301,0.071174756,0.003081307,0.25416937,0.17571156],"study_design_scores_gemma":[0.0029373711,0.0014191353,0.044295404,0.000020391306,0.00018696657,0.00018589037,0.21066158,0.00020010145,0.0020075878,0.0007689762,0.7365194,0.0007972213],"about_ca_topic_score_codex":0.0003864842,"about_ca_topic_score_gemma":0.000055080134,"teacher_disagreement_score":0.48235,"about_ca_system_score_codex":0.0021335003,"about_ca_system_score_gemma":0.00006643453,"threshold_uncertainty_score":0.99986523},"labels":[],"label_agreement":null},{"id":"W2331319835","doi":"10.1111/reel.12018","title":"Using Strategic Environmental Assessments to Guide Oil and Gas Exploration Decisions: Applying Lessons Learned from Atlantic Canada to the Beaufort Sea","year":2013,"lang":"en","type":"article","venue":"Review of European Comparative & International Environmental Law","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Beaufort sea; Offshore oil and gas; Submarine pipeline; Oil spill; Oceanography; Environmental planning; Environmental resource management; Environmental science; Sea ice; Geology; Environmental protection","score_opus":0.15322159985223613,"score_gpt":0.3725385621582022,"score_spread":0.21931696230596606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331319835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9311213,0.0010170286,0.00060880854,0.0035572199,0.0002673439,0.0010394733,0.00045252216,0.000016551865,0.06191979],"genre_scores_gemma":[0.9846272,0.0074472036,0.0028374793,0.003893455,0.00008809258,0.00010530135,0.00034812946,0.000036804362,0.00061636587],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99699414,0.00036217304,0.00069567777,0.0005811344,0.0010445772,0.00032232952],"domain_scores_gemma":[0.9988839,0.00013410095,0.00029526674,0.00037101135,0.0000050358963,0.00031068467],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003465641,0.00035293604,0.00039635127,0.00002796196,0.0003282596,0.000093193055,0.000631197,0.000029144901,0.0029992675],"category_scores_gemma":[0.000016421964,0.00028346846,0.000097166274,0.000102467086,0.00024329999,0.00057334424,0.00089817925,0.00018800457,0.00091428007],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003217159,0.0033463512,0.13776706,0.00031611617,0.0017891199,0.00016749135,0.0048232395,0.026899282,0.39752212,0.0053472416,0.03387859,0.38782167],"study_design_scores_gemma":[0.0019035853,0.00066782295,0.23562469,0.0039917603,0.00039346004,0.000050530958,0.007609856,0.006380443,0.0030262347,0.0016164188,0.73641896,0.0023162488],"about_ca_topic_score_codex":0.069574274,"about_ca_topic_score_gemma":0.014169869,"teacher_disagreement_score":0.70254034,"about_ca_system_score_codex":0.001066317,"about_ca_system_score_gemma":0.000022718134,"threshold_uncertainty_score":0.99996173},"labels":[],"label_agreement":null},{"id":"W2334310373","doi":"10.5751/es-07033-190430","title":"Addressing the temporal fit of institutions: the regulation of endocrine-disrupting chemicals in Europe","year":2014,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Academy of Finland; Royal Geographical Society; Maj ja Tor Nesslingin Säätiö; Helsingin Yliopisto","keywords":"Endocrine system; Ecology; Political science; Biology","score_opus":0.05227864370366484,"score_gpt":0.3282424726214412,"score_spread":0.2759638289177763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334310373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942737,0.000018163224,0.000029104687,0.00044981533,0.000029498817,0.00008556346,0.0000013212417,0.000002780221,0.0051100417],"genre_scores_gemma":[0.9993633,0.00003595662,0.00025473963,0.00022544063,0.000014998403,0.000004579342,0.0000019554034,0.0000021696974,0.000096839474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99952686,0.000089226196,0.00014271634,0.00007599701,0.00007184582,0.00009335296],"domain_scores_gemma":[0.9996962,0.000121444275,0.00009129954,0.000074871576,0.000002617497,0.000013580668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003686601,0.00004419963,0.00008319728,0.0000027923031,0.00015674537,0.0000038744693,0.00008295773,0.000038762522,0.00011528938],"category_scores_gemma":[0.00006217331,0.000026635646,0.000029716335,0.00009613085,0.0006420444,0.00007334215,0.00011315409,0.00009195905,0.0000028746754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003504338,0.00006139038,0.9666135,0.000008451973,0.000009501965,1.1791496e-7,0.003229414,0.00048148163,0.027191516,0.00066819356,0.00033461078,0.0013983232],"study_design_scores_gemma":[0.00016213974,0.000019768759,0.99561846,0.000006655716,0.0000063115613,0.0000011334032,0.0006189903,0.00080502196,0.0014827392,0.0005105479,0.0007372459,0.000030954394],"about_ca_topic_score_codex":0.00009733832,"about_ca_topic_score_gemma":0.000063538166,"teacher_disagreement_score":0.029004997,"about_ca_system_score_codex":0.00003033666,"about_ca_system_score_gemma":0.0000064268415,"threshold_uncertainty_score":0.23656394},"labels":[],"label_agreement":null},{"id":"W2335728989","doi":"10.14195/2182-2387_23_5","title":"Transboundary Environmental Risks and Environmental Impact Assessment","year":2009,"lang":"en","type":"article","venue":"RevCEDOUA","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Environmental science","score_opus":0.01570121870694327,"score_gpt":0.3099563313994595,"score_spread":0.29425511269251625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335728989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987848,0.00026004118,0.00023325134,0.00027439737,0.000083914594,0.00042091814,0.00010261117,0.00006335951,0.010713512],"genre_scores_gemma":[0.9966921,0.00075795443,0.0010424309,0.00066332024,0.00008220891,0.000014495755,0.00011481336,0.000032278065,0.0006003634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976657,0.00011508824,0.00035676674,0.00059085805,0.0006390949,0.0006324801],"domain_scores_gemma":[0.9990418,0.000034946654,0.00012190035,0.00035625967,3.890435e-7,0.00044472754],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024806245,0.000423044,0.00034707214,0.0000424489,0.00042293684,0.00009628262,0.00025532598,0.00015684078,0.0064817155],"category_scores_gemma":[0.000003411357,0.00037704012,0.00020158521,0.00009219081,0.00045638025,0.0006045798,0.00015399022,0.00034014223,0.0004355773],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048222253,0.0009106213,0.7469674,0.0000047767226,0.00006489063,0.000054654298,0.0008182869,0.00018427352,0.13099782,0.000049959526,0.001036111,0.118863024],"study_design_scores_gemma":[0.00081006304,0.0005466634,0.9922026,0.000009336957,0.000051904124,0.00005359265,0.00028567444,0.00033991435,0.0005706967,0.0008492135,0.0038103978,0.0004699512],"about_ca_topic_score_codex":0.000135715,"about_ca_topic_score_gemma":0.00000590192,"teacher_disagreement_score":0.24523523,"about_ca_system_score_codex":0.00096578867,"about_ca_system_score_gemma":0.000012540515,"threshold_uncertainty_score":0.99986815},"labels":[],"label_agreement":null},{"id":"W2336118994","doi":"","title":"Environmental Assessment, Overlap, Duplication, Harmonization, Equivalency, and Substitution: Interpretation, Misinterpretation, and a Path Forward","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Harmonization; Government (linguistics); Premise; Environmental impact assessment; Environmental law; Interpretation (philosophy); Cornerstone; Sustainable development; Political science; Public administration; Business; Environmental planning; Law; Geography; Computer science","score_opus":0.00441757591555866,"score_gpt":0.2508859729351673,"score_spread":0.24646839701960863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336118994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92098373,0.00088234316,0.07457751,0.0012235814,0.00008608735,0.00028717812,0.000008814366,0.000035847286,0.0019149317],"genre_scores_gemma":[0.9931434,0.004799257,0.00081120554,0.0005533233,0.00006924877,0.000008640608,0.000025045336,0.000017200473,0.0005727285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977621,0.000100355894,0.00038412493,0.00036804067,0.00041617142,0.0009692421],"domain_scores_gemma":[0.9993754,0.000030192245,0.00023442076,0.0001535769,0.000008911116,0.00019750623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006510468,0.0002402131,0.00019033323,0.000053478678,0.00054639066,0.0001433458,0.00018101628,0.00008900313,0.00027563088],"category_scores_gemma":[0.000023460307,0.00022927532,0.00006160449,0.00013493357,0.0002519316,0.0010225301,0.00008305,0.00059632625,0.000036892503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009508264,0.00044415926,0.8267864,0.000008748661,0.00015221316,0.000006771008,0.0023062823,0.00020401331,0.016703902,0.03303283,0.00033026008,0.119929336],"study_design_scores_gemma":[0.0010174911,0.0005805961,0.85754746,0.000025334346,0.00008777058,0.00037191575,0.0018869805,0.0020930574,0.00012107736,0.13521035,0.00065772963,0.0004002155],"about_ca_topic_score_codex":0.000026228134,"about_ca_topic_score_gemma":0.000032277116,"teacher_disagreement_score":0.11952912,"about_ca_system_score_codex":0.0013796577,"about_ca_system_score_gemma":0.00011499415,"threshold_uncertainty_score":0.93495756},"labels":[],"label_agreement":null},{"id":"W2336408908","doi":"10.14288/1.0094783","title":"The environmental assessment and review process : an analysis of the screening phase","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phase (matter); Process (computing); Computer science; Environmental science; Risk analysis (engineering); Business; Chemistry","score_opus":0.007548528094401788,"score_gpt":0.2424962100473415,"score_spread":0.23494768195293972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336408908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987858,0.00011685062,0.000057946083,0.00010963298,0.000036551424,0.0002501231,0.00010900375,0.0000068927716,0.00052723347],"genre_scores_gemma":[0.99869037,0.0008420019,0.00018917513,0.00007672944,0.0000053712456,8.5896494e-7,0.00001362008,0.0000058091036,0.00017605282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899405,0.00008129551,0.00012850222,0.0002344584,0.00039889774,0.0001627869],"domain_scores_gemma":[0.99936986,0.00003229639,0.00019192093,0.0002975202,0.000004609276,0.000103806924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003350736,0.000044500997,0.00020587609,0.000009513565,0.0005449399,0.000038975635,0.00041629394,0.000047806756,0.0006420919],"category_scores_gemma":[0.000007925115,0.00008215388,0.00012482695,0.00027233208,0.00095927593,0.00031902542,0.00027166263,0.000166511,0.0000020785355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002617826,0.00023603594,0.66921264,0.000019466386,0.00009937213,0.0000034176242,0.00016241115,0.0000139374215,0.0032474645,4.7034686e-7,0.000090540525,0.3269116],"study_design_scores_gemma":[0.0003514273,0.000053527183,0.9969471,0.00004475694,0.0003812262,0.00000467221,0.0012018759,0.0006888492,0.000003698922,0.00003696254,0.00019263782,0.00009328076],"about_ca_topic_score_codex":0.016530674,"about_ca_topic_score_gemma":0.12006369,"teacher_disagreement_score":0.3277344,"about_ca_system_score_codex":0.00005950077,"about_ca_system_score_gemma":0.000012105279,"threshold_uncertainty_score":0.9900183},"labels":[],"label_agreement":null},{"id":"W2336737348","doi":"10.3917/re1.081.0044","title":"L’évaluation environnementale stratégique de l’implantation de la filière des gaz de schiste au Québec a-t-elle été une démarche réellement innovante ?","year":2016,"lang":"fr","type":"article","venue":"Annales des Mines - Responsabilité et environnement","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.03395197160752347,"score_gpt":0.32282583331562403,"score_spread":0.2888738617081006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336737348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97093683,0.0018998415,0.01183734,0.010457012,0.00017047297,0.0011275039,0.00041514068,0.00007103388,0.0030848142],"genre_scores_gemma":[0.95790017,0.0072762137,0.014763414,0.00087546045,0.000214309,0.00035277184,0.00010817731,0.00012537045,0.018384106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9912423,0.003611248,0.0011390733,0.001088054,0.0009940887,0.0019252694],"domain_scores_gemma":[0.9963582,0.001686534,0.00043993987,0.0007752648,0.00002331041,0.0007167241],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0049434225,0.0008764825,0.00056062517,0.0001720694,0.0013549582,0.00015039124,0.00068846927,0.00046246138,0.007132665],"category_scores_gemma":[0.0005145756,0.00079190277,0.0003645669,0.0004406292,0.0063208765,0.000966532,0.0005972043,0.00041499917,0.0005908604],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053372845,0.0022239028,0.46453503,0.0002565524,0.0001787928,0.00007715795,0.018034318,0.0016385082,0.238165,0.00082511065,0.0007661967,0.2727657],"study_design_scores_gemma":[0.0027026315,0.0013652339,0.8881173,0.00066050276,0.0002822629,0.00017829836,0.008858338,0.0005581984,0.025292484,0.0071750665,0.06371496,0.0010946956],"about_ca_topic_score_codex":0.057203777,"about_ca_topic_score_gemma":0.09695687,"teacher_disagreement_score":0.4235823,"about_ca_system_score_codex":0.014344918,"about_ca_system_score_gemma":0.0009081737,"threshold_uncertainty_score":0.99994516},"labels":[],"label_agreement":null},{"id":"W2337733108","doi":"","title":"Synthése des pratiques de gestion environnementale pour la construction, l'exploitation et l'entretien des routes volume 2 : Exploitation et entretien des routes","year":2014,"lang":"fr","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Political science; Art","score_opus":0.014065374743437192,"score_gpt":0.2609019040171495,"score_spread":0.24683652927371233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337733108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91945964,0.00047792078,0.058801528,0.004715813,0.0002788629,0.00058970443,0.00008159178,0.00015951345,0.01543544],"genre_scores_gemma":[0.892058,0.0033327888,0.08988112,0.00051152747,0.00012050643,0.00012255955,0.00014944673,0.00007433095,0.013749718],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947954,0.0020939282,0.0007158847,0.00074884295,0.00070475246,0.0009412266],"domain_scores_gemma":[0.9981097,0.0006575168,0.00039621996,0.00031556556,0.00004968789,0.00047129282],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015148071,0.0006173094,0.00041888098,0.00011851037,0.000961229,0.00055657484,0.00031893508,0.00040190172,0.006873103],"category_scores_gemma":[0.00067886495,0.00064524787,0.00020181925,0.00028287675,0.0034462106,0.0045066583,0.0002666508,0.00038543832,0.0011172417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055568893,0.001118403,0.80377024,0.00015373176,0.00012758,0.000007770286,0.055861793,0.0026631602,0.032636866,0.0093428185,0.0020410437,0.09222103],"study_design_scores_gemma":[0.001081455,0.0005657788,0.8820796,0.00042998316,0.00023043518,0.00006370286,0.04725535,0.005047919,0.014159386,0.04484067,0.0033802127,0.0008655131],"about_ca_topic_score_codex":0.006988375,"about_ca_topic_score_gemma":0.0035491982,"teacher_disagreement_score":0.09135552,"about_ca_system_score_codex":0.0024300383,"about_ca_system_score_gemma":0.00008859535,"threshold_uncertainty_score":0.9996605},"labels":[],"label_agreement":null},{"id":"W2337952466","doi":"10.1080/09640568.2015.1116980","title":"Analysis of uncertainty consideration in environmental assessment: an empirical study of Canadian EA practice","year":2016,"lang":"en","type":"article","venue":"Journal of Environmental Planning and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Terminology; Consistency (knowledge bases); Uncertainty analysis; Environmental impact assessment; Environmental resource management; Risk analysis (engineering); Computer science; Environmental planning; Environmental science; Management science; Business; Engineering; Political science; Simulation","score_opus":0.02306187202554529,"score_gpt":0.32876434752124584,"score_spread":0.30570247549570057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337952466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976662,0.000050858234,0.0000755301,0.00019778502,0.000056462683,0.00030372146,0.00005025712,0.0000025098013,0.0015966761],"genre_scores_gemma":[0.99878746,0.0002951846,0.0006510319,0.00014048057,0.000013614644,0.0000058791743,0.000012005816,0.000012790893,0.00008156282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768436,0.00027409344,0.0007921634,0.00028183206,0.00069297163,0.0002745631],"domain_scores_gemma":[0.9987668,0.00013111191,0.00062571577,0.00021330833,0.000002251719,0.0002608211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008059232,0.00020263747,0.00045876388,0.0006895071,0.000096200536,0.000018813394,0.00019422578,0.00007182726,0.00048208257],"category_scores_gemma":[0.000015003933,0.00015583694,0.00009581985,0.00035670053,0.00023701685,0.00071562285,0.00016501817,0.00014433681,0.0000043612918],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010058619,0.0018941273,0.9715069,0.0000057827447,0.00062775903,0.00013058208,0.0027370292,0.009283749,0.008161067,0.000008151673,0.00007436642,0.005469892],"study_design_scores_gemma":[0.0015929413,0.0010871589,0.977651,0.00003234235,0.00069292175,0.000011417393,0.0173786,0.0003560167,0.00006945007,0.000035758367,0.0009233032,0.00016907165],"about_ca_topic_score_codex":0.0035301584,"about_ca_topic_score_gemma":0.0035329782,"teacher_disagreement_score":0.014641572,"about_ca_system_score_codex":0.000689711,"about_ca_system_score_gemma":0.0000119807755,"threshold_uncertainty_score":0.6354846},"labels":[],"label_agreement":null},{"id":"W2338306586","doi":"","title":"Vulnerability and Adaptation of Transportation Infrastructure to Climate Change","year":2015,"lang":"en","type":"article","venue":"TAC 2015: Getting You There Safely - 2015 Conference and Exhibition of the Transportation Association of Canada // ATC: Destination sÃ©curitÃ© routiÃ¨re - 2015 CongrÃ¨s et Exposition de l'Association des transports du Canada","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Critical infrastructure; Climate change; Vulnerability (computing); Context (archaeology); Environmental planning; Environmental resource management; Business; Vulnerability assessment; Mandate; Risk analysis (engineering); Computer science; Environmental science; Psychological resilience; Geography; Computer security","score_opus":0.015279415994005703,"score_gpt":0.24381961257387363,"score_spread":0.22854019657986793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338306586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989027,0.000109836845,0.0013899459,0.005587926,0.00032517596,0.0009281549,0.0021125681,0.000037096623,0.0004822433],"genre_scores_gemma":[0.9970824,0.00016701713,0.0010086144,0.00059786416,0.00005639724,0.00007009978,0.00071080413,0.000037073332,0.00026973482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99531126,0.0004789723,0.0013619722,0.00046869164,0.001837826,0.00054127205],"domain_scores_gemma":[0.99616367,0.00025861964,0.0022442252,0.00023895824,0.00068738626,0.00040713226],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020078795,0.0003972327,0.0005897933,0.00010143006,0.00034644423,0.00005282506,0.00022848097,0.00029108458,0.00034884922],"category_scores_gemma":[0.000294773,0.00040495052,0.00011387043,0.0004742155,0.00015684454,0.0010334656,0.000017575296,0.0003026047,9.956791e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001868286,0.00013799129,0.9662279,0.00021002363,0.00010568702,0.000005390026,0.0140130315,0.00903603,0.0019017858,0.0011208934,0.004628551,0.0024259284],"study_design_scores_gemma":[0.0015255249,0.00015583687,0.9880239,0.00022243669,0.00019613192,0.000002327204,0.0036945671,0.0010283674,0.0018785069,0.0011490155,0.0016952655,0.00042816286],"about_ca_topic_score_codex":0.50195,"about_ca_topic_score_gemma":0.9223959,"teacher_disagreement_score":0.42044586,"about_ca_system_score_codex":0.0029724017,"about_ca_system_score_gemma":0.0011701629,"threshold_uncertainty_score":0.99984026},"labels":[],"label_agreement":null},{"id":"W2339130343","doi":"","title":"Synthése des pratiques de gestion environnementale pour la construction, l'exploitation et l'entretien des routes volume 1 : Construction routiére","year":2014,"lang":"fr","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Political science; Art","score_opus":0.010392581503017232,"score_gpt":0.24746480122034384,"score_spread":0.23707221971732662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339130343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8938875,0.00023299112,0.0726564,0.004480479,0.00041583806,0.0003910903,0.000050469393,0.00013015707,0.02775503],"genre_scores_gemma":[0.8690757,0.0014897124,0.117202625,0.0002940802,0.00015096225,0.000048401747,0.000058849375,0.000047979534,0.011631653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99641216,0.0013194474,0.0005229816,0.0005627755,0.0004782025,0.00070444366],"domain_scores_gemma":[0.9987971,0.0002745843,0.0002852646,0.00025061963,0.000024339035,0.00036804736],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00097104855,0.0004376227,0.00031485024,0.000071704155,0.00083327707,0.00030821387,0.00020969262,0.00038979787,0.010541519],"category_scores_gemma":[0.00028130916,0.00046910028,0.00015088609,0.0002063793,0.003976827,0.0022115696,0.00018696614,0.00035090317,0.0010917234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028146433,0.0005148007,0.77689785,0.00007996877,0.00007899369,0.000004852488,0.009214772,0.0011922489,0.018687611,0.012998747,0.0014775201,0.17882448],"study_design_scores_gemma":[0.00095459784,0.0003495039,0.9101774,0.0002729773,0.00020810172,0.00022010625,0.028342307,0.006307967,0.009885435,0.034932896,0.007631829,0.000716866],"about_ca_topic_score_codex":0.0052064704,"about_ca_topic_score_gemma":0.0013235224,"teacher_disagreement_score":0.17810762,"about_ca_system_score_codex":0.0021029082,"about_ca_system_score_gemma":0.000069673646,"threshold_uncertainty_score":0.99977607},"labels":[],"label_agreement":null},{"id":"W2339412766","doi":"","title":"Consideration of climate change risks for ecotourism operators in business planning in Tofino, British Columbia","year":2016,"lang":"en","type":"article","venue":"VIUSpace (Vancouver Island University Library)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Ecotourism; Environmental resource management; Business; Environmental planning; Geography; Tourism; Environmental science; Archaeology; Geology","score_opus":0.014944273850991573,"score_gpt":0.22071384583005754,"score_spread":0.20576957197906598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339412766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97898036,0.000012311031,0.00011007748,0.00025181178,0.00013427544,0.00042393012,0.0001488843,0.000018490038,0.019919882],"genre_scores_gemma":[0.9948622,0.00036060525,0.0004007134,0.000092739654,0.000026070458,0.0000047793283,0.000006457814,0.000013480925,0.0042329645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991791,0.00005739432,0.00013654548,0.0002340606,0.00012336703,0.00026952283],"domain_scores_gemma":[0.99969196,0.000060220093,0.00008708753,0.00009492307,0.0000032474923,0.00006257309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000631668,0.000093307004,0.00019118191,0.00004897342,0.000104232415,0.00004344979,0.00012861239,0.000097494994,0.0006999334],"category_scores_gemma":[0.00001037912,0.00011211087,0.0000370479,0.00025447286,0.00010729095,0.0016600059,0.00017507524,0.000057562764,0.0000066921225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004350511,0.000099163364,0.9244398,0.000013637958,0.0000047180165,0.000050984792,0.0005496609,0.00006847602,0.0002875319,0.0000069674143,0.07208978,0.002345818],"study_design_scores_gemma":[0.0020640055,0.00006259537,0.9881348,0.0001579984,0.000007805529,6.962472e-7,0.00068240106,0.0000627915,0.00022049554,0.00017535014,0.008231848,0.000199212],"about_ca_topic_score_codex":0.016296538,"about_ca_topic_score_gemma":0.74747795,"teacher_disagreement_score":0.73118144,"about_ca_system_score_codex":0.00015335836,"about_ca_system_score_gemma":0.00001540015,"threshold_uncertainty_score":0.99025404},"labels":[],"label_agreement":null},{"id":"W2340704067","doi":"10.21991/c91m27","title":"OLDMAN AND ENVIRONMENTAL IMPACT ASSESSMENT: AN INVITATION FOR COOPERATIVE FEDERALISM","year":2011,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Federalism; Cooperative federalism; Environmental impact assessment; Psychology; Political science; Law","score_opus":0.027136319755283404,"score_gpt":0.29656275386987574,"score_spread":0.26942643411459233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340704067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85709363,0.00012413895,0.106283836,0.00076491944,0.00071709306,0.0019676767,0.0015507826,0.00015319398,0.031344738],"genre_scores_gemma":[0.9903852,0.000032612945,0.0070235254,0.0011338326,0.00005762742,0.00019191345,0.00092690653,0.00001887487,0.00022951177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780834,0.00009093186,0.00042656309,0.00061854813,0.00040074572,0.0006548937],"domain_scores_gemma":[0.99906933,0.00006877734,0.0001741783,0.00024599864,0.000015140298,0.00042655168],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00025890095,0.00040396384,0.0003046975,0.00007813116,0.0016740453,0.00010902825,0.00023102533,0.00018403097,0.0016315347],"category_scores_gemma":[0.000037613256,0.0003729006,0.00016397782,0.00012231394,0.0044301697,0.0019966592,0.00022288028,0.00020065172,0.00013283001],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015280944,0.00085854804,0.49853483,0.0000101168025,0.00015436318,0.000015877982,0.0010038796,0.0008510814,0.011357193,0.48171327,0.0024041273,0.0029439144],"study_design_scores_gemma":[0.009915856,0.0028633547,0.83786166,0.00011577869,0.0003725725,0.0005243285,0.015024951,0.013684135,0.0033607061,0.08151787,0.0315659,0.0031928862],"about_ca_topic_score_codex":0.00029289993,"about_ca_topic_score_gemma":0.00014448744,"teacher_disagreement_score":0.4001954,"about_ca_system_score_codex":0.0007186298,"about_ca_system_score_gemma":0.00014383564,"threshold_uncertainty_score":0.99987227},"labels":[],"label_agreement":null},{"id":"W2344025411","doi":"","title":"Process and Reconciliation: Integrating the Duty to Consult with Environmental Assessment","year":2016,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Balsillie School of International Affairs","funders":"","keywords":"Operationalization; Duty; Principal (computer security); Process (computing); Order (exchange); Government (linguistics); Political science; Process management; Law and economics; Management science; Business; Public relations; Computer science; Law; Sociology; Engineering; Computer security; Epistemology; Finance","score_opus":0.008976499421399142,"score_gpt":0.2585713481103582,"score_spread":0.24959484868895906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344025411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815449,0.00001925409,0.00031488517,0.0026485082,0.00007175023,0.00048524255,0.000033085456,0.000036023208,0.014846336],"genre_scores_gemma":[0.99490845,0.000025796884,0.0012690106,0.0019834358,0.00006385977,0.000105573046,0.000004919335,0.00002137901,0.0016175759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984392,0.00009314267,0.00022379785,0.0004069342,0.00048936415,0.000347575],"domain_scores_gemma":[0.9992272,0.00010031676,0.00010244619,0.00026978258,0.000003539042,0.00029666565],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030450153,0.00021884215,0.00016592574,0.000010998558,0.00045960996,0.00008292907,0.0002411585,0.000060862814,0.0034289302],"category_scores_gemma":[0.000028907009,0.00011298572,0.000032509022,0.00010370737,0.00046952732,0.0005193707,0.00020185702,0.00016752232,0.0005253676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005386724,0.0001602481,0.9394667,0.000007204458,0.000046929268,0.000010841985,0.0011159009,0.00003577244,0.031868506,0.0011754179,0.0007943389,0.025264284],"study_design_scores_gemma":[0.0015468259,0.0005323991,0.96495193,0.000100787285,0.000045840334,0.000032520475,0.0030492481,0.00005211281,0.006257534,0.0013680909,0.021445915,0.0006167738],"about_ca_topic_score_codex":0.00034338818,"about_ca_topic_score_gemma":0.0008785596,"teacher_disagreement_score":0.025610972,"about_ca_system_score_codex":0.0004776593,"about_ca_system_score_gemma":0.000018722543,"threshold_uncertainty_score":0.99748206},"labels":[],"label_agreement":null},{"id":"W2344847516","doi":"10.14288/1.0099172","title":"Beyond command and control : do voluntary initiatives hold promise for enhanced environmental protection?","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Control (management); Business; Risk analysis (engineering); Economics; Management","score_opus":0.005191920892542159,"score_gpt":0.1820678805485887,"score_spread":0.17687595965604652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344847516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99527204,0.00004632593,0.0009938072,0.00012988198,0.00003508516,0.00089897105,0.00026319386,0.000019646171,0.0023410707],"genre_scores_gemma":[0.99896765,0.00009530096,0.00034004604,0.00015865396,0.000019538988,0.000004104077,0.00001587617,0.000008867153,0.00038999124],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99909073,0.000046070487,0.00010739588,0.00032530358,0.00020082745,0.00022967294],"domain_scores_gemma":[0.9996024,0.000024138593,0.00011104494,0.00012345087,0.0000040040172,0.00013501027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011101675,0.00006324836,0.00021074965,0.00001341492,0.00038267253,0.000054427674,0.00014782127,0.00008412662,0.000365701],"category_scores_gemma":[0.000006853368,0.00018159862,0.00007756835,0.00006367172,0.00044793604,0.000493591,0.00007942281,0.00009791718,0.000014549461],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014950163,0.0010008242,0.19266522,0.000037404523,0.00009242867,0.000033701686,0.0018560926,0.000031311727,0.12415402,0.0000020189598,0.00079884916,0.67917866],"study_design_scores_gemma":[0.0023570019,0.0004392299,0.99406564,0.000023615217,0.00004169996,0.000009476582,0.001419956,0.00010487713,0.000046031026,0.0011764618,0.000119845936,0.00019613656],"about_ca_topic_score_codex":0.0057082446,"about_ca_topic_score_gemma":0.007811504,"teacher_disagreement_score":0.8014004,"about_ca_system_score_codex":0.00016731756,"about_ca_system_score_gemma":0.000007404706,"threshold_uncertainty_score":0.8629196},"labels":[],"label_agreement":null},{"id":"W2345096753","doi":"","title":"Assessing Greenhouse Gas Emissions in the Oil Sands: Legislative or Administrative (in)Action?","year":2016,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Greenhouse gas; Climate change; Statute; Environmental impact assessment; Oil sands; Environmental planning; Legislature; Environmental resource management; Environmental law; Environmental protection; Business; Environmental science; Political science; Law; Geography","score_opus":0.1878393652956669,"score_gpt":0.3947254878421783,"score_spread":0.20688612254651143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345096753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931719,0.000006281178,0.00010899823,0.00075360324,0.000088072564,0.00017307741,0.000015126512,0.000037452857,0.00564554],"genre_scores_gemma":[0.9863808,0.00010514106,0.000036132067,0.00026039116,0.000036987152,0.0000036873241,0.0000039701895,0.000021291782,0.013151558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977037,0.00057818095,0.00025412324,0.0004801758,0.0004907819,0.0004930481],"domain_scores_gemma":[0.99901235,0.00029462393,0.00016582201,0.0003380196,0.000006325886,0.0001828401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004402018,0.0002712917,0.0002358771,0.00014091432,0.00030714195,0.00019317082,0.00064681884,0.00015585292,0.00045349493],"category_scores_gemma":[0.000053427186,0.00017360713,0.00008523255,0.0005795571,0.00033812353,0.0038942692,0.00029472314,0.00042612513,0.00025303548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008620568,0.000277789,0.98882705,0.000004834272,0.000011960402,0.00037392607,0.002221891,0.000008306193,0.0028485535,0.000011157608,0.000001503545,0.0053268457],"study_design_scores_gemma":[0.0012176431,0.00014662703,0.9918012,0.00016955307,0.000020572188,0.000019661813,0.0040160464,2.210139e-7,0.0006359551,0.00013820149,0.001553574,0.0002807716],"about_ca_topic_score_codex":0.000063174455,"about_ca_topic_score_gemma":0.01772532,"teacher_disagreement_score":0.017662147,"about_ca_system_score_codex":0.000901658,"about_ca_system_score_gemma":0.000061004666,"threshold_uncertainty_score":0.9891145},"labels":[],"label_agreement":null},{"id":"W2345467289","doi":"10.1007/978-3-319-22126-7_17","title":"Societal Perspective in Risk Management: Application of Life-Quality Index","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Business; Risk analysis (engineering); Index (typography); Productivity; Risk management; Upgrade; Environmental economics; Public economics; Engineering; Economics; Finance; Economic growth; Computer science","score_opus":0.024345968658154808,"score_gpt":0.3106915746388309,"score_spread":0.2863456059806761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345467289","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004156439,0.000089773435,0.0006504775,0.00004414811,0.0000385091,0.0005093036,0.000054035412,0.00002070589,0.9944366],"genre_scores_gemma":[0.7167656,0.00034470824,0.0005022177,0.0001098167,0.00004103074,0.000024418283,0.000033726577,0.00003627999,0.2821422],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983565,0.000037358623,0.00038050063,0.00040661634,0.00062861165,0.00019038405],"domain_scores_gemma":[0.9991826,0.000021317705,0.0003641631,0.00029201922,0.000006939169,0.00013298746],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039389005,0.00023900457,0.0003361729,0.000041033025,0.000047228412,0.000009078585,0.00024771885,0.00024251653,0.0027534624],"category_scores_gemma":[0.000008693105,0.00023102794,0.00013303703,0.00004978403,0.00033328333,0.00014302651,0.00038500084,0.00028691202,0.00061059394],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016693208,0.0008768781,0.47170532,0.00010869633,0.00058181834,0.00001160495,0.004061722,0.0009853661,0.00012616003,0.4456437,0.0074355905,0.06829622],"study_design_scores_gemma":[0.0017062579,0.0001301974,0.457184,0.00003602933,0.00013150163,6.531224e-7,0.0039005561,0.00027267457,0.000015367761,0.5016844,0.033943385,0.0009949673],"about_ca_topic_score_codex":0.0035444184,"about_ca_topic_score_gemma":0.00067938253,"teacher_disagreement_score":0.7126092,"about_ca_system_score_codex":0.0012311254,"about_ca_system_score_gemma":0.0000122421525,"threshold_uncertainty_score":0.99815816},"labels":[],"label_agreement":null},{"id":"W2346420053","doi":"","title":"Transboundary Environmental Assessment in Canada: International and Constitutional Dimensions","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Balsillie School of International Affairs; University of Waterloo","funders":"","keywords":"Political science; Environmental planning; Geography","score_opus":0.003304176906094496,"score_gpt":0.22523141261706445,"score_spread":0.22192723571096995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346420053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945347,0.00005729751,0.0005677946,0.0009103005,0.0004746807,0.00009759536,0.000018229457,0.0000048374163,0.0033345926],"genre_scores_gemma":[0.9983877,0.00075939804,0.00026992915,0.00023313609,0.00006705611,0.0000055468904,0.000012971689,0.000008291802,0.0002559596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807477,0.00004081819,0.0002311476,0.00020022994,0.000472014,0.00098104],"domain_scores_gemma":[0.9996723,0.00002827563,0.000071193106,0.000078142206,0.0000013403403,0.00014876817],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047041202,0.00014099228,0.000120113255,0.0000326101,0.00025699323,0.000033845157,0.0001931319,0.000051022485,0.0014978849],"category_scores_gemma":[0.000007326695,0.000132043,0.000037160415,0.000051307896,0.0007443084,0.00031694057,0.000097890144,0.0018110138,0.000020347228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011700104,0.00012589431,0.9540576,4.34805e-7,0.000038375852,0.000020176023,0.00008748759,0.00008395367,0.016643077,0.019923463,0.00005223904,0.008955646],"study_design_scores_gemma":[0.0011836237,0.00007270091,0.95841885,0.000005412892,0.000017105109,0.00063856173,0.0027233881,0.00028755955,0.0000762418,0.031000104,0.0052865557,0.00028990052],"about_ca_topic_score_codex":0.11528163,"about_ca_topic_score_gemma":0.77604705,"teacher_disagreement_score":0.6607654,"about_ca_system_score_codex":0.004816451,"about_ca_system_score_gemma":0.0017420414,"threshold_uncertainty_score":0.99941486},"labels":[],"label_agreement":null},{"id":"W2346656778","doi":"","title":"Adaptive Management in Canadian Environmental Assessment Law: Exploring Uses and Limitations","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Adaptive management; Context (archaeology); Process (computing); Environmental resource management; Resource management (computing); Environmental law; Management process; Environmental planning; Field (mathematics); Business; Risk analysis (engineering); Environmental management system; Computer science; Process management; Management science; Engineering; Political science; Management system; Environmental science; Operations management; Law; Geography; Ecology","score_opus":0.0267624014957208,"score_gpt":0.25890492165511986,"score_spread":0.23214252015939907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346656778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95048296,0.00022555498,0.00020048814,0.00072462833,0.00007130285,0.000239938,0.0000037470986,0.000011866091,0.048039526],"genre_scores_gemma":[0.99262094,0.005786447,0.0006368293,0.00045562958,0.00003444671,0.000016494927,0.000004670974,0.000013083897,0.0004314403],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973421,0.000073289,0.0002171972,0.00023757239,0.0003089784,0.001820849],"domain_scores_gemma":[0.99951917,0.000022909515,0.000063692896,0.000101908045,8.753105e-7,0.00029147184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005506658,0.00017441249,0.00013420914,0.00008372592,0.00036830257,0.000058658716,0.00016618024,0.000046028585,0.00011372538],"category_scores_gemma":[0.0000034715395,0.00017461245,0.000046565416,0.000107971966,0.00010837577,0.0006840725,0.000060135022,0.00072674337,0.0000563457],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047733774,0.00071744923,0.30174366,0.0000025997797,0.0002104617,0.0001482466,0.002324086,0.001325368,0.0014683438,0.26328447,0.000078629106,0.42864895],"study_design_scores_gemma":[0.00074633886,0.00045365727,0.8834775,0.000013020507,0.000033095,0.00007419225,0.009395667,0.00016658832,0.000027273865,0.103027284,0.002271619,0.00031374366],"about_ca_topic_score_codex":0.021021795,"about_ca_topic_score_gemma":0.30002433,"teacher_disagreement_score":0.5817339,"about_ca_system_score_codex":0.0060192887,"about_ca_system_score_gemma":0.00010222925,"threshold_uncertainty_score":0.9977964},"labels":[],"label_agreement":null},{"id":"W2354655692","doi":"","title":"Canadian Sustainable Community Master Plan Applied to Nanhui District of Shanghai","year":2006,"lang":"en","type":"article","venue":"Xiandai chengshi yanjiu","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Master plan; Plan (archaeology); Environmental planning; Geography; Business; Engineering; Telecommunications; Transport engineering; Archaeology","score_opus":0.01135001194996105,"score_gpt":0.21669572892615155,"score_spread":0.2053457169761905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2354655692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80339605,0.000007694775,0.000058359303,0.000274835,0.00003885761,0.00030742152,0.00007821662,0.000020696303,0.19581787],"genre_scores_gemma":[0.98833084,0.0000013947465,0.00023398311,0.0005024989,0.000044215038,0.00002495701,0.00010120932,0.000022810484,0.010738117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985363,0.00007271786,0.0002457119,0.00019906975,0.00031915653,0.0006270484],"domain_scores_gemma":[0.99918866,0.000037812773,0.000076062635,0.0003334641,0.000005644966,0.0003583317],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003012337,0.00019213275,0.00022413535,0.000062436455,0.00041299095,0.00004741666,0.00039296,0.0001052459,0.002372128],"category_scores_gemma":[0.000014769805,0.00018584642,0.000063252126,0.0003160514,0.0001302626,0.00016967616,0.00027538335,0.00023495825,0.00042265002],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010049578,0.0009463407,0.8875327,0.00010925464,0.000060026414,0.00005492813,0.008198827,0.0011548382,0.028026914,0.0023157245,0.06536525,0.006134698],"study_design_scores_gemma":[0.0005791147,0.00012288257,0.94095385,0.000013776202,0.00002276569,0.00000234721,0.0040334216,0.000013236983,0.0065184273,0.0015049037,0.045836758,0.0003985331],"about_ca_topic_score_codex":0.42610958,"about_ca_topic_score_gemma":0.10454771,"teacher_disagreement_score":0.32156187,"about_ca_system_score_codex":0.0010469782,"about_ca_system_score_gemma":0.00003520991,"threshold_uncertainty_score":0.99853987},"labels":[],"label_agreement":null},{"id":"W2361109560","doi":"","title":"Advances and Prospect of Research on Environmental Criteria/Benchmarks and Enactment of Environmental Standards","year":2010,"lang":"en","type":"article","venue":"Shengtai yu nongcun huanjing xuebao","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental quality; Environmental remediation; Environmental planning; Quality (philosophy); Environmental impact assessment; Benchmark (surveying); Connotation; Environmental restoration; Environmental standard; Environmental resource management; Environmental science; Environmental protection; Political science; Contamination; Geography","score_opus":0.012790523757262251,"score_gpt":0.3456178264062244,"score_spread":0.33282730264896215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361109560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838704,0.0003065857,0.000007979235,0.00007287586,0.00019145223,0.00054573553,0.0002898993,0.000013849661,0.014701232],"genre_scores_gemma":[0.9975513,0.0010368007,0.0009474493,0.000038423925,0.000067324094,0.000029263489,0.000028092825,0.000035271187,0.00026603925],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9967715,0.00015817645,0.00047362671,0.00062166515,0.001411843,0.00056318083],"domain_scores_gemma":[0.99891317,0.00020619617,0.0001979941,0.00040754137,0.000004757318,0.0002703575],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012238366,0.00031917417,0.00040835844,0.000112207315,0.0003433206,0.000046212605,0.00027480352,0.0001715376,0.0047620903],"category_scores_gemma":[0.000057137226,0.00028973218,0.00007946152,0.00013157235,0.002196243,0.0005132507,0.0006019662,0.00056679087,0.000018932009],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002256499,0.00094738964,0.3791855,0.00010714953,0.000047114827,0.000016379498,0.0024979713,0.000018754721,0.5849512,0.00025635865,0.00023966293,0.031506874],"study_design_scores_gemma":[0.0020148994,0.001994927,0.8779142,0.0001360018,0.000056413697,0.000027994238,0.0045182854,0.00017631338,0.10044106,0.0026268493,0.009413881,0.0006791557],"about_ca_topic_score_codex":0.00013484764,"about_ca_topic_score_gemma":0.00005608747,"teacher_disagreement_score":0.49872872,"about_ca_system_score_codex":0.00032635758,"about_ca_system_score_gemma":0.000018762603,"threshold_uncertainty_score":0.9999555},"labels":[],"label_agreement":null},{"id":"W2375894825","doi":"","title":"On Public's Participation of Environmental Protection of Western countries","year":2006,"lang":"en","type":"article","venue":"Problems of Forestry Economics","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public participation; Democracy; Political science; Universality (dynamical systems); Environmental law; Diversity (politics); Environmental protection; Public administration; Economic growth; Development economics; Law; Geography; Economics","score_opus":0.014655578232732355,"score_gpt":0.22413848647587087,"score_spread":0.2094829082431385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375894825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99645305,0.000011075082,0.00012951036,0.00007595122,0.00004052607,0.00029064497,0.00006775048,0.0000061242226,0.0029253678],"genre_scores_gemma":[0.9996249,0.000040742616,0.00015393086,0.000013004955,0.000013922719,0.000024133937,0.000019054505,0.000010866183,0.000099461664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913055,0.000020321719,0.00041891026,0.00014617518,0.00012828306,0.00015573612],"domain_scores_gemma":[0.99931866,0.000020476251,0.00042704144,0.00019334212,0.0000019857043,0.000038508788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012752895,0.00010439941,0.0001830962,0.000028347984,0.000039181094,0.000007767638,0.00015312199,0.00007193519,0.0003348874],"category_scores_gemma":[0.0000073612296,0.00010564712,0.00005844208,0.00003471073,0.00031622578,0.00029545662,0.00009786837,0.000054156295,0.0000261138],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003565604,0.00053883495,0.9619766,0.00004714809,0.000019692183,1.2269525e-7,0.0001534324,0.019945424,0.01476556,0.0011501065,0.000031730528,0.0013357094],"study_design_scores_gemma":[0.00050453475,0.00039909035,0.9352789,0.000024240628,0.000017002212,7.869897e-7,0.00005413015,0.0006938195,0.048494246,0.014052168,0.00033661598,0.00014447814],"about_ca_topic_score_codex":0.00042257173,"about_ca_topic_score_gemma":0.00018282548,"teacher_disagreement_score":0.033728685,"about_ca_system_score_codex":0.00015782054,"about_ca_system_score_gemma":0.000007569444,"threshold_uncertainty_score":0.43081647},"labels":[],"label_agreement":null},{"id":"W23807961","doi":"","title":"Comparing the Vancouver International Airport Authority’s environmental assessment process with proposed federal regulations for airport authorities under the Canadian Environmental Assessment Act","year":2008,"lang":"en","type":"dissertation","venue":"Neonatal network : NN","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"International airport; Environmental impact assessment; Environmental planning; Transport engineering; Engineering; Business; Environmental resource management; Environmental protection; Environmental science; Political science; Law","score_opus":0.014496888328111633,"score_gpt":0.27859329309443626,"score_spread":0.2640964047663246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W23807961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9389378,0.00021314133,0.0008694853,0.0014905131,0.0048824293,0.006114762,0.000710778,0.00015066295,0.04663045],"genre_scores_gemma":[0.9717669,0.00012589233,0.0014241,0.0004731245,0.0008883705,0.00076072884,0.0065103164,0.00016951103,0.017881056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942727,0.00019780704,0.00084691454,0.0011111109,0.0022916088,0.001279846],"domain_scores_gemma":[0.9978984,0.00015172292,0.00076600193,0.0006972447,0.000015103373,0.0004715256],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006344193,0.00096742983,0.0006696652,0.00008243699,0.00485421,0.00038457284,0.0013081637,0.0004995063,0.0017361513],"category_scores_gemma":[0.000006204714,0.00068129523,0.00036299974,0.0002095892,0.0009365211,0.0007546542,0.00026043452,0.0013717613,0.0000517535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004386327,0.00081545603,0.8962874,0.0000736467,0.0012949198,0.00011129891,0.0047398927,0.05673867,0.00013405258,0.00074191496,0.03067909,0.007945022],"study_design_scores_gemma":[0.0012205349,0.0002640946,0.94894063,0.000094196934,0.0002567531,0.00005161066,0.009026009,0.005212605,0.00004329045,0.001042826,0.032769106,0.0010783585],"about_ca_topic_score_codex":0.010634058,"about_ca_topic_score_gemma":0.33386666,"teacher_disagreement_score":0.3232326,"about_ca_system_score_codex":0.0051392275,"about_ca_system_score_gemma":0.00062441395,"threshold_uncertainty_score":0.9995638},"labels":[],"label_agreement":null},{"id":"W2391638970","doi":"","title":"18 SEA in Canada","year":2005,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public administration; Legislation; Cabinet (room); Jurisdiction; Government (linguistics); Business; Legislature; Political science; Law; Geography","score_opus":0.008753007216601985,"score_gpt":0.2349057087973412,"score_spread":0.22615270158073922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2391638970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7534353,0.0000031560658,0.000007050179,0.00042496758,0.000024714856,0.0000372446,0.0000013513965,0.0000045245615,0.24606167],"genre_scores_gemma":[0.9942032,0.000005779826,0.00041136076,0.0015001899,0.000016628495,0.0000029098785,0.0000014738331,0.0000036274791,0.0038548252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994785,0.0000113319675,0.00007751428,0.0000910254,0.00017096811,0.00017065505],"domain_scores_gemma":[0.9998471,0.0000075980574,0.000011336518,0.000064038024,1.7803536e-7,0.00006975958],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003716574,0.000050304083,0.00004918747,0.000004510567,0.00002663466,0.0000048112815,0.000080786645,0.000013126134,0.027607577],"category_scores_gemma":[0.000001987585,0.00004421228,0.00000992909,0.00006183151,0.000022664553,0.00012999271,0.000064705346,0.000046968788,0.0005491233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.649822e-7,0.000023904211,0.9763877,2.2458019e-7,8.3512066e-7,0.0000035009584,0.000040669216,0.000623793,0.00039113202,0.000009517688,0.010537438,0.011980445],"study_design_scores_gemma":[0.00012652781,0.000004967609,0.97683704,7.9563e-7,6.736251e-7,6.6422075e-7,0.00014963147,0.0004569101,0.000765528,0.000044838493,0.021537166,0.00007525822],"about_ca_topic_score_codex":0.9728796,"about_ca_topic_score_gemma":0.9964086,"teacher_disagreement_score":0.24220684,"about_ca_system_score_codex":0.0015754403,"about_ca_system_score_gemma":0.000029254086,"threshold_uncertainty_score":0.9732813},"labels":[],"label_agreement":null},{"id":"W2393219631","doi":"10.1016/j.measurement.2016.05.001","title":"Prioritizing deterioration factors of water pipelines using Delphi method","year":2016,"lang":"en","type":"article","venue":"Measurement","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Pipeline transport; Delphi method; Pipeline (software); Construct (python library); Set (abstract data type); Rank (graph theory); Delphi; Risk analysis (engineering); Computer science; Engineering; Operations research; Forensic engineering; Mathematics; Business; Artificial intelligence; Environmental engineering","score_opus":0.09046211404576696,"score_gpt":0.3168071235415886,"score_spread":0.22634500949582162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2393219631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970675,0.0000102767135,0.028544877,0.00008547027,0.00012467807,0.00014694601,0.000003334037,0.000014371224,0.00039503857],"genre_scores_gemma":[0.9934953,0.000005518922,0.00635929,0.000033388438,0.000030225698,0.0000037101054,0.0000010542446,0.000011922312,0.000059592276],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99864006,0.00009070331,0.00024120176,0.00017542104,0.0006276703,0.00022492863],"domain_scores_gemma":[0.99970126,0.000012306538,0.000073241485,0.00013309815,0.000011126281,0.000068981375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005644496,0.00011863546,0.0001371848,0.000019703131,0.00009173306,0.000011377105,0.00009943038,0.00004261723,0.00048352513],"category_scores_gemma":[0.000025064157,0.00006483662,0.00005893149,0.000045156197,0.00006601565,0.00025091475,0.00009970342,0.000029193978,0.000050479648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051950915,0.000041719977,0.101858154,0.0000035623884,0.000008709051,4.89803e-7,0.00044106707,0.000018078572,0.8910828,0.0000017748473,0.000013619775,0.006524822],"study_design_scores_gemma":[0.00035842526,0.00007069707,0.19518654,0.000042910993,0.000031373598,0.0000011761961,0.00024140545,0.000081546095,0.8028536,0.00028965663,0.00066029635,0.00018239589],"about_ca_topic_score_codex":0.00029972443,"about_ca_topic_score_gemma":0.00006558651,"teacher_disagreement_score":0.09332839,"about_ca_system_score_codex":0.0005249733,"about_ca_system_score_gemma":0.000006035543,"threshold_uncertainty_score":0.5294261},"labels":[],"label_agreement":null},{"id":"W2402570432","doi":"","title":"Evaluation of Sustainability Reporting in the Canadian Electricity Sector","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability reporting; Sustainability; Electricity; Business; Accounting; Natural resource economics; Environmental economics; Economics; Engineering","score_opus":0.018244421557732572,"score_gpt":0.2586214686654603,"score_spread":0.24037704710772775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402570432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99207085,0.000011253789,6.052726e-7,0.00043715257,0.000049762555,0.00052753446,0.000010981273,0.0000039106094,0.006887938],"genre_scores_gemma":[0.9793397,0.00000901232,0.000029453546,0.000010802296,0.000008407632,0.0000010929732,0.000054658973,0.0000068187624,0.020540044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980967,0.00029933607,0.00024005029,0.00022475024,0.0008868659,0.00025227503],"domain_scores_gemma":[0.99886775,0.000030121828,0.00074577687,0.00022758763,0.00006092391,0.00006785228],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023906971,0.00012302655,0.00022339023,0.000090321344,0.00020611659,0.00000766529,0.00029853437,0.00017967659,0.0011600261],"category_scores_gemma":[0.00019061546,0.00010282395,0.00009940386,0.00022152445,0.00013392497,0.00018305995,0.00003117167,0.00016115961,0.000014072271],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086769556,0.0002922103,0.68634987,0.00015299789,0.00008927979,0.000039279403,0.27072817,0.0002451958,0.009321012,0.000048632246,0.0006965772,0.031949982],"study_design_scores_gemma":[0.00028417414,0.000053526022,0.92385596,0.00003086689,0.00011246905,5.4691276e-7,0.07313621,0.00007645416,0.0008287117,0.0014337631,0.000057046407,0.00013025789],"about_ca_topic_score_codex":0.9203334,"about_ca_topic_score_gemma":0.9835394,"teacher_disagreement_score":0.23750608,"about_ca_system_score_codex":0.002512014,"about_ca_system_score_gemma":0.00030319375,"threshold_uncertainty_score":0.99975306},"labels":[],"label_agreement":null},{"id":"W2413925716","doi":"10.1080/14615517.2016.1176412","title":"Challenges to integrating planning and policy-making with environmental assessment on a regional scale – a multi-institutional perspective","year":2016,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Context (archaeology); Corporate governance; Transactional leadership; Perspective (graphical); Scale (ratio); Plan (archaeology); Regional planning; Knowledge management; Environmental resource management; Political science; Business; Environmental planning; Regional science; Public relations; Sociology; Computer science; Economics; Urban planning; Engineering","score_opus":0.044323754540111567,"score_gpt":0.42189672712043014,"score_spread":0.3775729725803186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2413925716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767788,0.00009695364,0.0035790724,0.00305989,0.000069660004,0.000759459,0.000065683445,0.000067424444,0.015523056],"genre_scores_gemma":[0.9865708,0.0001350588,0.012527947,0.0003338256,0.00015435484,0.00012292845,0.000010560011,0.000039165778,0.00010538792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975019,0.00015295472,0.00025385828,0.0007571978,0.0007156999,0.00061839435],"domain_scores_gemma":[0.99904114,0.0002792943,0.00014694426,0.00021646071,0.000006424202,0.00030976548],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035671104,0.00049257826,0.00035564715,0.00017098428,0.0005080726,0.00012494312,0.00017460692,0.00011217236,0.00013321414],"category_scores_gemma":[0.000029606745,0.00028721947,0.00008234735,0.00017279596,0.0005150964,0.00063049607,0.0003195004,0.0002713192,0.00001877058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003049401,0.00082416355,0.9100106,0.000015165257,0.00021659715,0.000047721423,0.010831367,0.00013881453,0.022526845,0.0035471797,0.0002874706,0.05124915],"study_design_scores_gemma":[0.0017980672,0.0016793093,0.9864742,0.00023435881,0.000032483462,0.00009788386,0.0075594713,0.0003427476,0.00010556872,0.00019414836,0.000957311,0.00052441424],"about_ca_topic_score_codex":0.00041964234,"about_ca_topic_score_gemma":0.00013953281,"teacher_disagreement_score":0.07646365,"about_ca_system_score_codex":0.0017404895,"about_ca_system_score_gemma":0.0001569733,"threshold_uncertainty_score":0.999958},"labels":[],"label_agreement":null},{"id":"W2417871807","doi":"","title":"Canada's top environmental scientist.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Environmental ethics; Environmental planning; Philosophy","score_opus":0.0070097067603050655,"score_gpt":0.20322282163668073,"score_spread":0.19621311487637566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417871807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9169418,0.000020172738,0.00008450799,0.00023925529,0.00040231354,0.00033826602,0.000022076969,0.000021582488,0.08193],"genre_scores_gemma":[0.99017406,0.000005991883,0.00012377572,0.0011212107,0.000073528885,0.00007055804,0.000011470946,0.000013654375,0.008405756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822766,0.00001920178,0.00018430913,0.00027443698,0.0006114192,0.0006829604],"domain_scores_gemma":[0.9993701,0.000026729918,0.00005783918,0.00018368618,4.848547e-7,0.0003611861],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004157716,0.00013445893,0.00010194386,0.000017798995,0.00020666873,0.000027076318,0.00023458664,0.00004654248,0.0017553396],"category_scores_gemma":[0.000013177966,0.00012951458,0.000041981875,0.00012957703,0.00020818881,0.00018477984,0.00021819204,0.00010242552,0.00018207707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009881974,0.00011133596,0.77631587,0.0000011856807,0.000010646788,0.000046684043,0.00005813203,0.000016203081,0.0010369535,0.0000303843,0.0107918,0.2115709],"study_design_scores_gemma":[0.00016909336,0.0000057767734,0.8849531,4.1350785e-7,0.0000057989014,0.0000053987255,0.000083237275,0.0000028147733,0.0024051329,0.00006101092,0.112160265,0.00014798295],"about_ca_topic_score_codex":0.20444417,"about_ca_topic_score_gemma":0.33895424,"teacher_disagreement_score":0.21142292,"about_ca_system_score_codex":0.0013952932,"about_ca_system_score_gemma":0.000014859303,"threshold_uncertainty_score":0.9991572},"labels":[],"label_agreement":null},{"id":"W2426801132","doi":"10.1186/s12992-016-0164-x","title":"Assessing the health impact of transnational corporations: its importance and a framework","year":2016,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":133,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Flinders University; Rockefeller Foundation","keywords":"Health impact assessment; Civil society; Public health; Equity (law); Workforce; Business; Corporate social responsibility; Context (archaeology); Health policy; Health services research; Social determinants of health; Politics; Public relations; Political science; Economic growth; Health care; Economics; Medicine","score_opus":0.042607017622401516,"score_gpt":0.3974707735075613,"score_spread":0.35486375588515984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2426801132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9340035,0.00042590647,0.03180599,0.032432664,0.000054166037,0.00041948995,0.000072816205,0.00001694294,0.0007685279],"genre_scores_gemma":[0.9969627,0.0006005672,0.0008444048,0.0015223278,0.000013272512,0.000004046952,0.00001121773,0.0000044523977,0.000036970752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991134,0.00010079015,0.00026938535,0.00014106423,0.00022477999,0.00015058756],"domain_scores_gemma":[0.9994949,0.000038523332,0.00025592817,0.000080809514,0.0000061204073,0.00012369976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048648502,0.00007634647,0.00012760692,0.00001126737,0.0002645559,0.0000338493,0.000051430958,0.00003308786,0.00038890252],"category_scores_gemma":[0.000020835352,0.00004234791,0.0000256138,0.0001366151,0.00013681894,0.00033127773,0.000026932075,0.000036784364,0.0000032717696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003222131,0.00004306915,0.9562489,0.000010445543,0.000007478372,1.01847235e-7,0.0005318242,0.000024488378,0.00011026841,0.030463794,0.00077997986,0.011776425],"study_design_scores_gemma":[0.00018056958,0.00010216385,0.9914124,0.000022270606,0.0000018402044,0.0000029220107,0.00012128275,0.00016125666,0.0000051724605,0.007671813,0.00027071498,0.00004762122],"about_ca_topic_score_codex":0.00016878628,"about_ca_topic_score_gemma":0.00011079213,"teacher_disagreement_score":0.06295924,"about_ca_system_score_codex":0.00029316288,"about_ca_system_score_gemma":0.00007595457,"threshold_uncertainty_score":0.42582098},"labels":[],"label_agreement":null},{"id":"W243307247","doi":"10.21236/ada612757","title":"Environmental Assessment for Replacement of Taxiway Sierra, Taxiway Whiskey, Pad 12, and Pad 13 at Joint Base Andrews-Naval Air Facility Washington, Prince George's County, Maryland","year":2013,"lang":"en","type":"report","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"George (robot); Engineering; History","score_opus":0.023095060713559656,"score_gpt":0.2710927225933437,"score_spread":0.24799766187978406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W243307247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9360102,0.00032268988,0.0012589592,0.00048043707,0.00095040555,0.005381013,0.0055042296,0.00010465538,0.04998742],"genre_scores_gemma":[0.89123356,0.004689848,0.004700875,0.0005564066,0.0002271347,0.00090550573,0.0024005438,0.00017964256,0.09510646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9912937,0.0003042775,0.0018948881,0.0020334045,0.0031448654,0.0013288219],"domain_scores_gemma":[0.99605155,0.0002151115,0.0016040811,0.0012782828,0.000030106605,0.0008208702],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0024052593,0.0013221392,0.0016804428,0.00011164894,0.00070244353,0.00012040187,0.00063398597,0.00080935756,0.01236763],"category_scores_gemma":[0.00010246212,0.0011444933,0.0005580083,0.000114629154,0.0012714533,0.000760107,0.0025147717,0.00075226685,0.00020981554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031022768,0.0023527262,0.8039603,0.0009331979,0.0006866037,0.00003690508,0.00075628585,0.00017196812,0.04214307,0.000025409832,0.13797167,0.01065161],"study_design_scores_gemma":[0.0033988939,0.0014618916,0.7905042,0.00020502676,0.00045704033,0.000094275216,0.00092906517,0.00043194974,0.008406214,0.00029347194,0.19159651,0.0022214642],"about_ca_topic_score_codex":0.00671643,"about_ca_topic_score_gemma":0.0014238659,"teacher_disagreement_score":0.05362485,"about_ca_system_score_codex":0.0062988345,"about_ca_system_score_gemma":0.00022892046,"threshold_uncertainty_score":0.999953},"labels":[],"label_agreement":null},{"id":"W2464210507","doi":"10.21438/rbgas.030401","title":"Principais deficiências dos estudos de impacto ambiental","year":2016,"lang":"pt","type":"article","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Political science; Humanities; Physics; Business; Philosophy","score_opus":0.01789377171604091,"score_gpt":0.2843928228746759,"score_spread":0.266499051158635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2464210507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99185103,0.00060385035,0.0005730761,0.0004685981,0.00072537415,0.0024032597,0.0008514454,0.00029742045,0.0022259655],"genre_scores_gemma":[0.98973775,0.00040170003,0.0004951662,0.0011752594,0.00043484772,0.00018225008,0.00007252131,0.00032122506,0.0071793008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9886949,0.0012388221,0.0017854277,0.0022175557,0.0021230543,0.0039402507],"domain_scores_gemma":[0.99435174,0.0004891007,0.00088558125,0.0016941845,0.000037239482,0.0025421332],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001743098,0.0017094034,0.0014393681,0.0002583375,0.0010798364,0.00075444946,0.00184728,0.0009041445,0.010313379],"category_scores_gemma":[0.00043637826,0.0014239862,0.0010840576,0.0010199476,0.0018052823,0.0017140947,0.0019542924,0.0010218789,0.0052114814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024855888,0.0019533525,0.82770103,0.0002188314,0.00018900716,0.00027453876,0.0024533528,0.000040496947,0.15730932,0.00020162384,0.0014742867,0.0079356],"study_design_scores_gemma":[0.0027834983,0.0011506422,0.9736204,0.00075751264,0.00042734836,0.0004758308,0.005743892,0.00011507936,0.010791165,0.000042675303,0.002186662,0.001905251],"about_ca_topic_score_codex":0.0023990707,"about_ca_topic_score_gemma":0.0004679718,"teacher_disagreement_score":0.14651816,"about_ca_system_score_codex":0.013126642,"about_ca_system_score_gemma":0.0003854009,"threshold_uncertainty_score":0.99956524},"labels":[],"label_agreement":null},{"id":"W2464970509","doi":"","title":"Independent Environmental Consultants (IEC): Noise and Vibration Services","year":2016,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Noise (video); Engineering; Environmental noise; Quality (philosophy); Environmental quality; Business; Computer science; Sound (geography); Political science; Acoustics; Law","score_opus":0.00481475667610562,"score_gpt":0.19889756802468284,"score_spread":0.19408281134857722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2464970509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99580276,0.000028883049,0.00026878584,0.00033780656,0.00013223823,0.00017144173,0.0002315957,0.000016194024,0.0030102755],"genre_scores_gemma":[0.99729365,0.00016923057,0.0002411999,0.0010198122,0.00004432286,0.000007191853,0.000016986365,0.00001765136,0.001189983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989915,0.00002629442,0.0001422154,0.00024684664,0.0002350929,0.00035807036],"domain_scores_gemma":[0.9991919,0.000029300401,0.0000511211,0.00014918031,0.0000016600752,0.00057683623],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007396557,0.00014715489,0.00010151647,0.00002419341,0.00020472633,0.000040613508,0.00013440812,0.000102248494,0.0026282014],"category_scores_gemma":[0.000011326248,0.00011657553,0.000017411137,0.00006361131,0.0002450813,0.00030251304,0.00009639563,0.000065383276,0.0007335626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063493217,0.000037115704,0.501304,0.0000056729423,0.000014862622,0.000034230554,0.000427949,0.000029661373,0.47722456,0.00002828065,0.0006929818,0.020194326],"study_design_scores_gemma":[0.00040635004,0.00004030495,0.99591964,0.000015076365,0.000020481153,0.000009800069,0.00036405478,0.00019332893,0.0006049313,0.00024207601,0.0019693454,0.00021461483],"about_ca_topic_score_codex":0.008158536,"about_ca_topic_score_gemma":0.009403923,"teacher_disagreement_score":0.49461564,"about_ca_system_score_codex":0.0007219555,"about_ca_system_score_gemma":0.000028340717,"threshold_uncertainty_score":0.9984462},"labels":[],"label_agreement":null},{"id":"W2468692283","doi":"10.1080/14634988.2016.1168206","title":"Hamilton Harbour Remedial Action Plan process: Connecting science to management decisions","year":2016,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Remedial action; Harbour; Remedial education; Action plan; Plan (archaeology); Stakeholder; Process (computing); Action (physics); Environmental planning; Environmental resource management; Engineering; Political science; Management; Environmental science; Geography; Computer science; Public relations; Ecology; Law; Environmental remediation; Economics; Archaeology; Biology","score_opus":0.03931987532977299,"score_gpt":0.3364880229181101,"score_spread":0.2971681475883371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2468692283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9614664,0.000009423935,0.013305198,0.002804195,0.0009706187,0.0025032773,0.000011460701,0.0001445387,0.01878493],"genre_scores_gemma":[0.99412817,0.00014279482,0.0030693307,0.0012685074,0.000088947076,0.00023104707,0.000004719598,0.000033394932,0.0010331095],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9959216,0.00013025214,0.00069252437,0.000834946,0.0014229188,0.0009977607],"domain_scores_gemma":[0.99835473,0.00010644097,0.00031784276,0.00056633,0.0000075748194,0.0006470752],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019100525,0.00028570055,0.00031414058,0.00021076592,0.0009613574,0.000106596955,0.0006842671,0.000047212234,0.00048694081],"category_scores_gemma":[0.000055922304,0.00021709327,0.00006440187,0.0007479441,0.000094686184,0.0005931176,0.00049578113,0.00009242181,0.0031539977],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012781337,0.00080159376,0.044176504,0.00051408564,0.00017044041,0.00008216373,0.0057096113,0.00082149834,0.003824591,0.00237432,0.006138501,0.93525887],"study_design_scores_gemma":[0.008336059,0.0021875813,0.8180216,0.0058911536,0.00028425534,0.0000382912,0.037038337,0.0040172646,0.0032374926,0.010333434,0.10722989,0.0033846472],"about_ca_topic_score_codex":0.00021190355,"about_ca_topic_score_gemma":0.0019221792,"teacher_disagreement_score":0.9318742,"about_ca_system_score_codex":0.002794999,"about_ca_system_score_gemma":0.000028488668,"threshold_uncertainty_score":0.99762213},"labels":[],"label_agreement":null},{"id":"W2471724207","doi":"10.3390/w8070280","title":"Conflict Management in Participatory Approaches to Water Management: A Case Study of Lake Ontario and the St. Lawrence River Regulation","year":2016,"lang":"en","type":"article","venue":"Water","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Federal Emergency Management Agency","keywords":"Stakeholder; Context (archaeology); Recreation; Commission; Public participation; Public relations; Citizen journalism; Business; Environmental resource management; Public administration; Political science; Geography","score_opus":0.07785237546783697,"score_gpt":0.25961988353794513,"score_spread":0.18176750807010816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471724207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939655,0.0000011300135,0.000031819127,0.0003028041,0.000027427017,0.0007946787,0.0000018716672,0.00000599655,0.004868764],"genre_scores_gemma":[0.9949828,0.000004441628,0.00008861775,0.00010571317,0.0000048978286,0.000118639844,0.0000018438519,0.000006904205,0.0046861363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903756,0.00009623118,0.00018459145,0.00022592938,0.00021795623,0.00023773681],"domain_scores_gemma":[0.9997138,0.00000953397,0.000022007407,0.00020033396,9.944499e-7,0.000053368116],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003611918,0.00010540725,0.000119783515,0.000025781746,0.00007898204,0.000016771683,0.00010214024,0.000022897259,0.0010839963],"category_scores_gemma":[4.868429e-7,0.000044643388,0.000017769853,0.00003631028,0.00021903744,0.00017020918,0.00042050504,0.000037090696,0.000103823855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024141504,0.00084939506,0.82097,0.00001929201,0.0001496971,0.00046562328,0.15738717,0.00031770306,0.0009059019,0.0002401557,0.0001533835,0.018300261],"study_design_scores_gemma":[0.003933964,0.00014341944,0.98076874,0.000015983464,0.00007913058,0.000012253173,0.005289126,0.000024183293,0.0020426335,0.0011190847,0.006369466,0.00020199997],"about_ca_topic_score_codex":0.0049653742,"about_ca_topic_score_gemma":0.08194653,"teacher_disagreement_score":0.15979876,"about_ca_system_score_codex":0.000119569246,"about_ca_system_score_gemma":5.397899e-7,"threshold_uncertainty_score":0.9998292},"labels":[],"label_agreement":null},{"id":"W2474421399","doi":"","title":"Noise Regulation at the Ontario Ministry of the Environment and Climate Change","year":2016,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks","funders":"","keywords":"Noise (video); Christian ministry; Noise control; Agency (philosophy); Government (linguistics); Environmental noise; Environmental planning; Noise pollution; Noise regulation; Engineering; Business; Environmental resource management; Political science; Environmental science; Computer science; Noise reduction; Sociology","score_opus":0.013390426249583733,"score_gpt":0.2056771697305807,"score_spread":0.19228674348099697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474421399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99489135,0.000015765432,0.000013803292,0.0014713204,0.00010015494,0.00019633128,0.00009265444,0.0000024068784,0.0032161968],"genre_scores_gemma":[0.99445975,0.00005976103,0.000044333636,0.00048164336,0.000025085435,0.00000984943,0.0000025038055,0.000008327958,0.0049087303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932474,0.000026201385,0.00010671639,0.00012902025,0.0001789212,0.0002344042],"domain_scores_gemma":[0.99951315,0.000026979493,0.00006701091,0.00023262086,9.917948e-7,0.00015923435],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000090346235,0.000086546126,0.000066314184,0.0000073495817,0.0002545068,0.000008462453,0.0001389142,0.000054898002,0.0024400658],"category_scores_gemma":[0.000007409791,0.000044774955,0.000028902734,0.00003106798,0.00044427175,0.000069323345,0.00018077195,0.000048448368,0.00010277523],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032310388,0.000012463862,0.9336316,0.0000031438476,0.000006032801,0.0000017726534,0.0011042769,0.000037177575,0.056969333,0.000032220032,0.0010053327,0.007193414],"study_design_scores_gemma":[0.0001133118,0.0000161726,0.9933737,0.000010757822,0.000021234686,0.0000023946757,0.00007466914,0.000020669942,0.0004985749,0.00010806758,0.0056895707,0.000070877635],"about_ca_topic_score_codex":0.08717251,"about_ca_topic_score_gemma":0.33460084,"teacher_disagreement_score":0.24742831,"about_ca_system_score_codex":0.0013132378,"about_ca_system_score_gemma":0.000018358029,"threshold_uncertainty_score":0.99847186},"labels":[],"label_agreement":null},{"id":"W2476337370","doi":"","title":"Grounded in values, informed by local knowledge and science: The selection of valued components for a First Nation’s regional cumulative effects management system","year":2016,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mitacs; Simon Fraser University; U.S. Department of Justice","keywords":"Selection (genetic algorithm); Grounded theory; Epistemology; Computer science; Sociology; Social science; Artificial intelligence; Qualitative research; Philosophy","score_opus":0.016203531658746533,"score_gpt":0.23601210566597644,"score_spread":0.21980857400722992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476337370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920445,0.000010640585,0.0036721425,0.00009640405,0.00007017654,0.00063181785,0.000011272985,0.000016109785,0.0034469038],"genre_scores_gemma":[0.99871397,0.000027635668,0.00014701328,0.000020305479,0.0000067183933,0.0000058331984,0.000005928924,0.0000055640303,0.0010670201],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908334,0.00006103141,0.00012241998,0.00022567848,0.00029611922,0.00021138469],"domain_scores_gemma":[0.9995847,0.00014926076,0.00009236602,0.00008843636,0.00001136708,0.000073912954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023272005,0.000108989814,0.000118563985,0.00011177571,0.00033933515,0.000013364285,0.0002231022,0.00004834389,0.000016330638],"category_scores_gemma":[0.000010092884,0.000078885714,0.000036427085,0.00049116043,0.0006440559,0.0005052635,0.00018233858,0.00004561391,0.000010750779],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023429908,0.00038536065,0.9818455,0.00014915387,0.00006882979,0.0000041424073,0.0003859231,0.00013666159,0.00050471106,0.005374569,0.0042003244,0.0067105386],"study_design_scores_gemma":[0.010497847,0.00048738578,0.9273239,0.00045830075,0.00013308869,5.7084627e-8,0.021834854,0.0070858025,0.0055097756,0.0010486129,0.025063226,0.00055717374],"about_ca_topic_score_codex":0.00041105985,"about_ca_topic_score_gemma":0.0051757307,"teacher_disagreement_score":0.05452161,"about_ca_system_score_codex":0.0016907817,"about_ca_system_score_gemma":0.000017019327,"threshold_uncertainty_score":0.44213352},"labels":[],"label_agreement":null},{"id":"W2476524428","doi":"10.1017/upo9788175968783.011","title":"Inventorization and Environmental Management System","year":2012,"lang":"en","type":"book-chapter","venue":"Foundation Books","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Business; Flood control; Quarter (Canadian coin); Flood myth; Environmental resource management; Environmental protection; Geography; Environmental science","score_opus":0.014084053060847512,"score_gpt":0.2206341700519774,"score_spread":0.2065501169911299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476524428","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023437582,0.00012397509,0.0005349367,0.000020913127,0.00036809302,0.0005674388,0.00002926239,0.00007644759,0.9959352],"genre_scores_gemma":[0.29703495,0.00039566675,0.0004301078,0.00013030316,0.0002103042,0.0000302655,0.00059557526,0.00007418849,0.7010986],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863523,0.00002053564,0.000278631,0.00034552815,0.0004820793,0.0002379745],"domain_scores_gemma":[0.9993674,0.00000980437,0.00022206025,0.00022614712,9.862135e-7,0.00017356423],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012947427,0.00029890696,0.00019832762,0.000045412304,0.00023404273,0.000059490423,0.00011714575,0.00018853608,0.0055062384],"category_scores_gemma":[6.928379e-7,0.0003167026,0.00006391283,0.000010983679,0.00021544611,0.0003025008,0.00031654263,0.0001480366,0.0031878846],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006992888,0.00027143603,0.03207324,0.00046061963,0.00062214566,0.000057923324,0.0022291394,0.00005464437,0.0020418128,0.38037297,0.006806404,0.5749397],"study_design_scores_gemma":[0.0005575628,0.00008010635,0.017138775,0.00012654912,0.00028845985,0.000018991654,0.00027932346,0.00011363142,0.00006481477,0.0045611872,0.97595394,0.00081663876],"about_ca_topic_score_codex":0.000020283653,"about_ca_topic_score_gemma":0.0000069972016,"teacher_disagreement_score":0.96914756,"about_ca_system_score_codex":0.0011436528,"about_ca_system_score_gemma":0.0000028724414,"threshold_uncertainty_score":0.99992853},"labels":[],"label_agreement":null},{"id":"W2476787470","doi":"","title":"Book Review: Living in a Contaminated World: Community Structures, Environmental Risks and Decision Frameworks","year":2006,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Environmental planning; Business; Risk analysis (engineering); Environmental resource management; Environmental science","score_opus":0.010578835054541947,"score_gpt":0.27225080400037466,"score_spread":0.2616719689458327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476787470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96698207,0.025165724,0.00008926508,0.00015038211,0.000101985366,0.00055254734,0.000027426764,0.000044012497,0.006886604],"genre_scores_gemma":[0.98290676,0.004009781,0.0008815315,0.010465326,0.000046409845,0.000032549277,0.000039733957,0.000031942953,0.0015859876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792755,0.00035585748,0.00044344924,0.00035420855,0.0004579649,0.0004609967],"domain_scores_gemma":[0.9989307,0.0002792288,0.00014734727,0.00042175205,0.000001428691,0.00021957455],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052329333,0.0002991505,0.0003598291,0.00004468784,0.0004518367,0.00007571298,0.0003292559,0.00022404705,0.009508181],"category_scores_gemma":[0.000046179615,0.00028587607,0.00007489069,0.00020470883,0.0004405252,0.0005767564,0.0005840862,0.0013310458,0.00026943887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004215226,0.00072246155,0.92331344,0.00007143462,0.000023346822,0.000053108677,0.000305337,0.00025174528,0.0028721471,0.00028503942,0.055980235,0.016079575],"study_design_scores_gemma":[0.00049544027,0.00006230505,0.93514025,0.0004975194,0.000025447953,0.000008858463,0.00011168365,0.0000594344,0.00015323005,0.0029031907,0.060188033,0.0003546172],"about_ca_topic_score_codex":0.012007707,"about_ca_topic_score_gemma":0.0076508247,"teacher_disagreement_score":0.021155942,"about_ca_system_score_codex":0.0005925928,"about_ca_system_score_gemma":0.0000053326357,"threshold_uncertainty_score":0.99995935},"labels":[],"label_agreement":null},{"id":"W2481155593","doi":"10.1007/978-3-319-22123-6_3","title":"Cumulative Impacts and Environmental Values","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Cumulative effects; Environmental resource management; Environmental planning; Sustainable development; Ecosystem services; Ecosystem; Globe; Variety (cybernetics); Geography; Natural resource economics; Environmental science; Ecology; Computer science; Economics","score_opus":0.014247342841145346,"score_gpt":0.255458708053324,"score_spread":0.24121136521217865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2481155593","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012407589,0.00018032176,0.000030148303,0.00013030111,0.00010250849,0.00030994051,0.0001485128,0.000047198133,0.9866435],"genre_scores_gemma":[0.17561565,0.0011528715,0.0001616507,0.0003848197,0.0001021526,0.000004829387,0.000033885684,0.00006641105,0.8224777],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832225,0.000019796464,0.0002683491,0.0005168299,0.0005166072,0.00035615964],"domain_scores_gemma":[0.99917823,0.000061826366,0.00016957933,0.000265629,6.6622766e-7,0.00032405672],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010847374,0.00045642076,0.00033466954,0.000032041185,0.00017734022,0.00003479668,0.00016855574,0.00030351098,0.04181807],"category_scores_gemma":[0.0000048474785,0.00033352087,0.00012054794,0.000008386837,0.00079139345,0.00032177847,0.00057101704,0.00020474527,0.0037366326],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038676872,0.0010070938,0.20173368,0.00018310042,0.002222324,0.00056398247,0.008043387,0.000036989833,0.060395297,0.12003961,0.113560766,0.49182698],"study_design_scores_gemma":[0.0029782257,0.0011433058,0.13529062,0.0004984297,0.0004721234,0.000094710456,0.00045389566,0.0000817564,0.0016421642,0.32197833,0.5305413,0.004825101],"about_ca_topic_score_codex":0.00003044617,"about_ca_topic_score_gemma":0.00001772841,"teacher_disagreement_score":0.4870019,"about_ca_system_score_codex":0.0005805531,"about_ca_system_score_gemma":0.0000057302495,"threshold_uncertainty_score":0.99991167},"labels":[],"label_agreement":null},{"id":"W2486230763","doi":"10.1017/cbo9780511811272.008","title":"Obstacles to ratification of the ICRMW in Canada","year":2009,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ratification; Prerogative; Sovereignty; Political science; Convention; Nationalism; Immigration; Refugee; Political economy; Public administration; Law; Politics; Sociology","score_opus":0.012922181137181604,"score_gpt":0.18460275945967455,"score_spread":0.17168057832249295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486230763","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04346426,0.000008927732,0.000006906754,0.00004619671,0.00008023037,0.00034902102,0.00009663431,0.000005240332,0.9559426],"genre_scores_gemma":[0.21137981,0.000013262362,0.00002613783,0.00014529766,0.0000095310725,3.2706234e-7,0.0000066841585,0.0000092825985,0.78840965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991442,0.000028481772,0.0001420061,0.00021918831,0.00031402995,0.00015207427],"domain_scores_gemma":[0.99944973,0.000018504366,0.00013467434,0.00030371285,0.000004284306,0.00008910559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042578737,0.00015315504,0.00017905181,0.000021957456,0.00008274775,0.000006169019,0.00041710163,0.00008424939,0.00002466952],"category_scores_gemma":[0.0000035121113,0.00014556234,0.00006070466,0.000012483406,0.00012088944,0.000047784455,0.0002896532,0.00016733109,0.000007837444],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042314603,0.00027393553,0.037807416,0.00017379371,0.00030257282,0.00043259517,0.0025098964,0.0028142605,0.026008282,0.5260792,0.25253326,0.1506417],"study_design_scores_gemma":[0.00034317604,0.00003639106,0.1523052,0.00011319959,0.000057765807,0.0000014254093,0.0002128294,0.000021121214,0.0032373718,0.000024933559,0.8432187,0.0004278999],"about_ca_topic_score_codex":0.556843,"about_ca_topic_score_gemma":0.24425146,"teacher_disagreement_score":0.5906854,"about_ca_system_score_codex":0.0019167996,"about_ca_system_score_gemma":0.000115862356,"threshold_uncertainty_score":0.769539},"labels":[],"label_agreement":null},{"id":"W2486982898","doi":"10.1080/14615517.2016.1176409","title":"Towards a home-grown approach to strategic environmental assessment: adapting practice and participation in Kenya","year":2016,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The King's University; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Kenya; Strategic environmental assessment; Context (archaeology); Environmental planning; Adaptation (eye); Environmental resource management; Developing country; Political science; Business; Geography; Environmental impact assessment; Economic growth; Environmental science; Psychology; Economics","score_opus":0.03605441880418629,"score_gpt":0.3981606371355382,"score_spread":0.36210621833135187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486982898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96219087,0.000039595852,0.0014563925,0.0005883008,0.00010901351,0.0009295921,0.000051582974,0.00005261901,0.034582026],"genre_scores_gemma":[0.98771185,0.00018169398,0.011437842,0.00019243674,0.00008674877,0.00019681934,0.000032192816,0.000045793746,0.00011465123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675614,0.00039920825,0.00049495965,0.0007622189,0.0007617779,0.00082569284],"domain_scores_gemma":[0.9987388,0.00035763634,0.00021754226,0.0002755875,0.0000049025894,0.00040550975],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010775487,0.0004684835,0.0004226173,0.00014589452,0.0002458535,0.00022455829,0.00021327814,0.00016767233,0.00031177147],"category_scores_gemma":[0.000056669185,0.0003335586,0.00008062419,0.0003396566,0.00028418447,0.0015981857,0.00046337373,0.000299111,0.000031715463],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020749458,0.0015073435,0.9071066,0.000023007013,0.00010165582,0.000022698485,0.0040076,0.00009005498,0.028913155,0.00086641934,0.00022023976,0.05693376],"study_design_scores_gemma":[0.0019297774,0.0008269336,0.9907772,0.00003832852,0.00005998161,0.000035134086,0.0032421057,0.0013106817,0.00011492594,0.0004271161,0.00064144435,0.00059636135],"about_ca_topic_score_codex":0.0009940229,"about_ca_topic_score_gemma":0.0000629401,"teacher_disagreement_score":0.08367064,"about_ca_system_score_codex":0.0008710869,"about_ca_system_score_gemma":0.00010365219,"threshold_uncertainty_score":0.99991167},"labels":[],"label_agreement":null},{"id":"W2490023714","doi":"10.1016/j.eiar.2016.07.005","title":"Integration of environmental assessment with planning and policy-making on a regional scale: a literature review","year":2016,"lang":"en","type":"review","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"European Commission","keywords":"Environmental regulation; Corporate governance; Pollution; Environmental pollution; Environmental governance; Business; Environmental economics; Probit model; Environmental management system; Index (typography); Scale (ratio); Environmental resource management; Environmental planning; Environmental science; Environmental protection; Economics; Econometrics; Computer science; Geography; Ecology","score_opus":0.022497991253376995,"score_gpt":0.3980435150679209,"score_spread":0.3755455238145439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2490023714","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002605285,0.99042875,0.00010137884,0.0003138729,0.00007953886,0.004228666,0.0009145874,0.00005245958,0.003620211],"genre_scores_gemma":[0.0017675868,0.9924237,0.0014644461,0.0018247415,0.00017608305,0.00058996904,0.001050224,0.00022827076,0.00047496383],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9921135,0.001049282,0.001961749,0.0016126892,0.0021728016,0.0010899899],"domain_scores_gemma":[0.9954606,0.00032758008,0.0023129538,0.0012866855,0.0000044606268,0.0006077106],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0010603179,0.001994026,0.0040592803,0.00028656324,0.00036035117,0.000113626724,0.0008423214,0.00047783594,0.004107181],"category_scores_gemma":[0.000027822025,0.0012294387,0.0012103119,0.0006738093,0.0009669362,0.0009207163,0.00082416396,0.0013259377,0.00021916312],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019365663,0.000990662,0.0028831055,0.02900895,0.00056550215,0.000100413105,0.00012314829,0.0000028740112,0.00021100255,0.000038226597,0.0028082454,0.9632485],"study_design_scores_gemma":[0.00068328506,0.0013152399,0.022351503,0.56856525,0.0018028342,0.0005516878,0.000039431365,0.000004864214,0.0000034965701,0.00004353519,0.40306365,0.0015752038],"about_ca_topic_score_codex":0.000017559922,"about_ca_topic_score_gemma":0.0000022015781,"teacher_disagreement_score":0.9616733,"about_ca_system_score_codex":0.005072007,"about_ca_system_score_gemma":0.00020596331,"threshold_uncertainty_score":0.9992803},"labels":[],"label_agreement":null},{"id":"W2491058876","doi":"10.1201/b17168-5","title":"Addressing Implementation Deficits Related to IWRM in Canada","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental planning; Environmental resource management; Political science; Environmental science; Climatology; Geology","score_opus":0.02784853027019651,"score_gpt":0.29453459509953367,"score_spread":0.26668606482933715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2491058876","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07553779,0.000011906458,0.000027377428,0.00020127307,0.00018407736,0.0004379956,0.000025778912,0.000017531504,0.92355627],"genre_scores_gemma":[0.6753567,0.000018920064,0.00022371401,0.0008973021,0.000019177205,0.00001193507,0.000083092156,0.0000472792,0.3233419],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99838954,0.000021052463,0.00038447414,0.00035871853,0.0005134127,0.00033282491],"domain_scores_gemma":[0.99947655,0.000022060129,0.00012782175,0.0001845724,0.0000018749979,0.0001871464],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012194814,0.00025995498,0.00025626205,0.000041721265,0.00008274358,0.00002308039,0.00018256599,0.0001242654,0.025506288],"category_scores_gemma":[0.0000030734313,0.00025855072,0.000044509885,0.00004289515,0.000036637837,0.0000825251,0.00022259925,0.00021661977,0.0009717009],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056714256,0.00008979489,0.28754768,0.00006933377,0.00017859666,0.00022149597,0.002608707,0.0036953914,0.00407915,0.022095202,0.121269405,0.55808854],"study_design_scores_gemma":[0.0027178228,0.0004039723,0.5779739,0.0005012458,0.0001536157,0.000029781504,0.0019484799,0.00019434097,0.0013645296,0.01880682,0.39175305,0.0041524535],"about_ca_topic_score_codex":0.8175543,"about_ca_topic_score_gemma":0.97250336,"teacher_disagreement_score":0.60021436,"about_ca_system_score_codex":0.0037788206,"about_ca_system_score_gemma":0.00009586839,"threshold_uncertainty_score":0.99998665},"labels":[],"label_agreement":null},{"id":"W2497413849","doi":"10.7202/1028618ar","title":"SAGÉE : un développement informatique adapté aux besoins en gestion de l’information de la Direction des évaluations environnementales","year":2015,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Computer science; Art","score_opus":0.03098826435029988,"score_gpt":0.35008739984259574,"score_spread":0.31909913549229585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497413849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86661345,0.0016616686,0.07597531,0.0092421,0.00058149395,0.0011681623,0.00017255568,0.00021644645,0.044368792],"genre_scores_gemma":[0.93214,0.0308191,0.02988367,0.0018728989,0.00014786403,0.0002665982,0.0005647674,0.00004485992,0.004260255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99577713,0.0016334488,0.0007383688,0.0002692833,0.00093631825,0.000645472],"domain_scores_gemma":[0.99850124,0.000335305,0.0004034147,0.00022326512,0.00004113199,0.0004956488],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0032986652,0.0003972662,0.00024382808,0.00068993657,0.0005964179,0.001987619,0.00026626562,0.00037950638,0.011015019],"category_scores_gemma":[0.00030326273,0.00044730556,0.0001226069,0.0012170743,0.0006777641,0.022355739,0.00022739239,0.00042392052,0.0012099319],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017663761,0.0019284032,0.39952075,0.0002547228,0.00037925402,0.000016177175,0.1977285,0.03602836,0.011095872,0.0193419,0.048709184,0.28482026],"study_design_scores_gemma":[0.0023322867,0.0005373689,0.84825754,0.0002170787,0.00021793749,0.000072895906,0.021818511,0.005123553,0.012779526,0.037105087,0.070794985,0.00074323383],"about_ca_topic_score_codex":0.00671055,"about_ca_topic_score_gemma":0.0005839637,"teacher_disagreement_score":0.4487368,"about_ca_system_score_codex":0.005835134,"about_ca_system_score_gemma":0.00034333448,"threshold_uncertainty_score":0.99990386},"labels":[],"label_agreement":null},{"id":"W2497458556","doi":"10.1142/s1464333216500198","title":"Development of a Health Impact Assessment Screening Tool: A Value Versus Investment Approach","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":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Investment (military); Risk analysis (engineering); Value (mathematics); Process (computing); Variety (cybernetics); Health impact assessment; Outcome (game theory); Actuarial science; Process management; Business; Computer science; Public health; Medicine; Economics; Political science; Nursing; Microeconomics","score_opus":0.03514406115035818,"score_gpt":0.34029166781270637,"score_spread":0.3051476066623482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497458556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94480723,0.00014834008,0.036450263,0.0008647183,0.00021606979,0.0009276109,0.000042706844,0.000021191036,0.016521888],"genre_scores_gemma":[0.8450305,0.0010435259,0.15296073,0.0004184176,0.00008257043,0.000033608874,0.000010889788,0.000039228475,0.00038053168],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99554497,0.0002937831,0.0015152993,0.00045829953,0.0014713025,0.00071636983],"domain_scores_gemma":[0.9977387,0.00009662859,0.0013862653,0.00035972337,0.000004906756,0.00041377774],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016893714,0.0004873033,0.0007251874,0.00025453683,0.0003374547,0.000052534553,0.0004493975,0.00009350961,0.00045418018],"category_scores_gemma":[0.000011663479,0.0003322004,0.0002926709,0.00023517002,0.0004104975,0.00075152155,0.00092593697,0.00021817851,0.000013639821],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006258188,0.006630967,0.1545132,0.00029420675,0.003183731,0.000057746583,0.0037716848,0.0014343826,0.040761035,0.012167945,0.0017584037,0.7748009],"study_design_scores_gemma":[0.0056664483,0.0012666545,0.9751182,0.00019147267,0.00013375765,0.000030157778,0.0017811506,0.000114955605,0.00039063508,0.00055912725,0.014221234,0.00052620954],"about_ca_topic_score_codex":0.0000699552,"about_ca_topic_score_gemma":0.0000041713106,"teacher_disagreement_score":0.820605,"about_ca_system_score_codex":0.0034000876,"about_ca_system_score_gemma":0.00012959928,"threshold_uncertainty_score":0.999913},"labels":[],"label_agreement":null},{"id":"W2502156934","doi":"10.5822/978-1-61091-756-8_14","title":"CITY VIEW: Vancouver, Canada","year":2016,"lang":"en","type":"book-chapter","venue":"Island Press/Center for Resource Economics eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Action (physics); Environmental planning; Geography; Political science; Engineering","score_opus":0.013334456165196445,"score_gpt":0.2044745785502897,"score_spread":0.19114012238509326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2502156934","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018096967,0.00007617459,0.000055003355,0.00006049459,0.0009935974,0.0008117682,0.0034417908,0.00002798202,0.99272346],"genre_scores_gemma":[0.0060573732,0.00012532223,0.00006193638,0.0010794197,0.0004107846,0.00006135256,0.00012563415,0.00012096624,0.9919572],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980472,0.000019917285,0.000502305,0.0006538803,0.00022682225,0.0005499129],"domain_scores_gemma":[0.99871653,0.00009156232,0.00039387713,0.0005147451,0.0000051427696,0.0002781123],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014512839,0.0005302341,0.0005318731,0.000023461327,0.00024089182,0.00006155164,0.0005369588,0.0003284152,0.0017990246],"category_scores_gemma":[0.0000044765306,0.00046646007,0.00026243343,0.0000026888704,0.00021823525,0.00008896651,0.00046148757,0.00027145844,0.000079554426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023599867,0.00005466146,0.0026066296,0.000070120186,0.00041167892,0.000020027634,0.00036384485,0.000078358506,0.00002647796,0.003002196,0.9447514,0.048378643],"study_design_scores_gemma":[0.0009225409,0.00006161048,0.00007025386,0.00006162528,0.00005072322,0.0000035942326,0.000008629613,0.000019860878,0.000082065,0.0061580846,0.9919857,0.0005753196],"about_ca_topic_score_codex":0.020637952,"about_ca_topic_score_gemma":0.61884046,"teacher_disagreement_score":0.5982025,"about_ca_system_score_codex":0.0011873664,"about_ca_system_score_gemma":0.00006632409,"threshold_uncertainty_score":0.9997787},"labels":[],"label_agreement":null},{"id":"W2503779222","doi":"","title":"Propuesta de abordaje sobre determinantes sociales de la salud y cambio climático en comunidades dependientes de los desechos sólidos en Managua, Nicaragua","year":2014,"lang":"es","type":"article","venue":"TDX (Tesis Doctorals en Xarxa)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Welfare economics; Philosophy; Economics","score_opus":0.013061059187982966,"score_gpt":0.3277485216879306,"score_spread":0.31468746249994767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2503779222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99186707,0.0005794695,0.0004953056,0.0006177873,0.00019612697,0.000924851,0.00022374208,0.0001964342,0.004899245],"genre_scores_gemma":[0.98941994,0.0025512523,0.0052279793,0.0007001785,0.00053177937,0.00013604737,0.00004924276,0.00017797953,0.0012056014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99107635,0.0040173284,0.00086091313,0.0010107749,0.0009733349,0.002061292],"domain_scores_gemma":[0.99549985,0.00233636,0.00051287207,0.00082992204,0.000019945353,0.0008010514],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030372324,0.00096305966,0.0010047053,0.00016347096,0.00089177664,0.0007369354,0.0016378809,0.0009313452,0.0010449404],"category_scores_gemma":[0.00073255145,0.0009535872,0.00047683134,0.00037880198,0.0016277991,0.0008129515,0.0010094031,0.00095932203,0.0006043394],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006235277,0.0008106729,0.8907912,0.00024513545,0.0001883226,0.00011200832,0.0046460773,0.000084278414,0.079609826,0.0007453319,0.00068578974,0.022019012],"study_design_scores_gemma":[0.001101216,0.00041890168,0.9517511,0.0004696092,0.00045279154,0.00007188591,0.0022671083,0.0010089471,0.033161823,0.0032469486,0.00486164,0.00118804],"about_ca_topic_score_codex":0.0036626803,"about_ca_topic_score_gemma":0.00063354016,"teacher_disagreement_score":0.060959898,"about_ca_system_score_codex":0.003039797,"about_ca_system_score_gemma":0.00021130995,"threshold_uncertainty_score":0.9998682},"labels":[],"label_agreement":null},{"id":"W2503891615","doi":"10.4018/978-1-4666-6260-5.ch002","title":"Community-Driven Health-Impact Assessment","year":2014,"lang":"en","type":"book-chapter","venue":"Advances in human services and public health (AHSPH) book series","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Transformative learning; Health impact assessment; Citizen journalism; Participatory action research; Public relations; Nova scotia; Community health; Action (physics); Political science; Psychology; Sociology; Medicine; Nursing; Public health; Pedagogy","score_opus":0.02647857513651846,"score_gpt":0.3462538437258163,"score_spread":0.31977526858929783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2503891615","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02982546,0.018437803,0.00009791611,0.01163644,0.0006499361,0.0024868518,0.00037107358,0.00027809857,0.9362164],"genre_scores_gemma":[0.46160793,0.24908282,0.002616863,0.05003818,0.000809274,0.0002866872,0.0027453045,0.00055222085,0.2322607],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957904,0.0005147592,0.0010995661,0.0006711874,0.00074847444,0.0011756151],"domain_scores_gemma":[0.9971918,0.000113084985,0.001032293,0.000744983,0.00001428682,0.0009035471],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012550564,0.0007749484,0.0012069982,0.00014299266,0.0017286588,0.00022123149,0.0007334579,0.00032120146,0.0037034438],"category_scores_gemma":[0.000004492127,0.00072469364,0.00016189205,0.00008792123,0.00074269064,0.0035640937,0.0008477423,0.0014036474,0.0000867835],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016689707,0.0015882229,0.26103884,0.010218794,0.00053069874,0.000066211345,0.058030467,0.0011931342,0.000063946485,0.32036012,0.0071243485,0.33961833],"study_design_scores_gemma":[0.00052151957,0.0013098343,0.032315686,0.00042985397,0.0000094449815,0.00001368695,0.0015556926,0.000025713847,4.82546e-7,0.008314836,0.95483434,0.00066889875],"about_ca_topic_score_codex":0.007661162,"about_ca_topic_score_gemma":0.031214517,"teacher_disagreement_score":0.94771,"about_ca_system_score_codex":0.0018610941,"about_ca_system_score_gemma":0.00017890005,"threshold_uncertainty_score":0.99957097},"labels":[],"label_agreement":null},{"id":"W2504564593","doi":"","title":"AN ANALYSIS OF LEGISLATION AND GUIDANCE FOR UNCERTAINTY DISCLOSURE AND CONSIDERATION IN CANADIAN ENVIRONMENTAL IMPACT ASSESSMENT","year":2016,"lang":"en","type":"dissertation","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Legislation; Environmental planning; Environmental impact assessment; Business; Environmental resource management; Political science; Environmental science; Law","score_opus":0.004757514140118467,"score_gpt":0.21016008190269866,"score_spread":0.2054025677625802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504564593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955056,0.000047386053,0.00023544951,0.00012768687,0.00004068148,0.0005658453,0.0026107256,0.00001842224,0.00084826065],"genre_scores_gemma":[0.9911756,0.0002393952,0.0023655316,0.000011262737,0.000008724659,6.1478225e-8,0.0019319415,0.000021467726,0.0042460295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981272,0.0001971109,0.0002550626,0.0006495939,0.00036918902,0.00040180585],"domain_scores_gemma":[0.9984373,0.00012492058,0.0006464186,0.00033662945,0.000018998478,0.00043572224],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022143642,0.00036471084,0.0008246166,0.0006760833,0.0003975721,0.000016749129,0.0004527919,0.0004528313,0.0014724438],"category_scores_gemma":[0.000003987906,0.00046942482,0.00031255287,0.0004747022,0.0008317662,0.0020170726,0.00017848112,0.00021250521,0.0000020319576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006389287,0.0002595735,0.8819306,0.000099368495,0.00068941124,0.00003735809,0.10638901,0.00090227823,0.006475885,0.000017805773,0.00004982021,0.0025099728],"study_design_scores_gemma":[0.0011656494,0.0002433119,0.635287,0.00007960028,0.00071186014,6.616587e-7,0.36087263,0.00095515506,0.0001124907,0.00011145317,0.00013438899,0.000325843],"about_ca_topic_score_codex":0.5022338,"about_ca_topic_score_gemma":0.7772548,"teacher_disagreement_score":0.27502105,"about_ca_system_score_codex":0.0008958206,"about_ca_system_score_gemma":0.000532687,"threshold_uncertainty_score":0.99977577},"labels":[],"label_agreement":null},{"id":"W2508960987","doi":"10.5864/d2016-021","title":"Environmental health needs assessment for northern Canada: an NCCEH survey","year":2016,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Environmental planning; Geography; Environmental resource management; Environmental health; Environmental science; Medicine","score_opus":0.03387987807961771,"score_gpt":0.34297772779930474,"score_spread":0.309097849719687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508960987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9071358,0.03700415,0.0033634496,0.028851012,0.0015043162,0.011758276,0.008858161,0.00021442589,0.0013104506],"genre_scores_gemma":[0.91346747,0.05608045,0.0014952495,0.025055602,0.00015406069,0.000676056,0.0010467872,0.00016195448,0.0018624001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9938736,0.0009935522,0.0013094059,0.0009850202,0.0012939719,0.0015444475],"domain_scores_gemma":[0.9966552,0.00021124244,0.0007786066,0.0008964464,0.0000018697863,0.0014566008],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002222494,0.0006920014,0.001060221,0.000045054116,0.0008579489,0.000029034636,0.0006923127,0.0001173695,0.0064176694],"category_scores_gemma":[0.000025422552,0.0005330369,0.00022742462,0.00019275982,0.0003940389,0.0006137578,0.00039031287,0.0002662999,0.00046908372],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035553014,0.0009923445,0.56634057,0.00035258965,0.00005722754,0.0000050039416,0.00022770427,0.000014095456,0.0006156518,0.000015995582,0.021946523,0.40939674],"study_design_scores_gemma":[0.0011103053,0.0009300944,0.81948745,0.0004470184,0.000025804604,0.000015691221,0.00020462823,0.000020871086,0.000041652795,0.000054958196,0.17696361,0.0006979295],"about_ca_topic_score_codex":0.15768711,"about_ca_topic_score_gemma":0.3304556,"teacher_disagreement_score":0.4086988,"about_ca_system_score_codex":0.012316102,"about_ca_system_score_gemma":0.0004657612,"threshold_uncertainty_score":0.9997121},"labels":[],"label_agreement":null},{"id":"W2509230860","doi":"10.3389/fpubh.2016.00170","title":"Prioritizing Health: A Systematic Approach to Scoping Determinants in Health Impact Assessment","year":2016,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; The Scarborough Hospital; Simon Fraser University; Intrinsik (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Systematic review; Health impact assessment; Medicine; MEDLINE; Data science; Environmental health; Computer science; Public health; Nursing; Political science","score_opus":0.04389120724960244,"score_gpt":0.3644035741137576,"score_spread":0.3205123668641552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509230860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.776901,0.0014224548,0.15686151,0.043308415,0.002108692,0.01496053,0.00009310033,0.0002285816,0.0041157138],"genre_scores_gemma":[0.96983004,0.00043846053,0.02551234,0.0036916109,0.000040028688,0.00028013205,0.0000063357556,0.000044193526,0.0001568783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99380755,0.0013356118,0.0014454642,0.0007123465,0.0007908566,0.0019081512],"domain_scores_gemma":[0.9976135,0.000079017176,0.0005493163,0.00046806707,0.00000451129,0.0012856222],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0056505385,0.00034319566,0.0011237245,0.0003441424,0.0002997206,0.00009804415,0.00047897385,0.00010007069,0.000044345325],"category_scores_gemma":[0.00013532804,0.0002571429,0.00010132466,0.00083448895,0.00011399414,0.00076019525,0.00028844515,0.00027715936,0.000045637265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000078297935,0.0005956757,0.9383882,0.0036838197,0.000014484481,0.0000052229807,0.004982218,0.00005289582,0.00001711656,0.000045504756,0.003050885,0.0491561],"study_design_scores_gemma":[0.0013918596,0.0006280646,0.9821869,0.010406546,0.0000015606205,0.000014119398,0.0031161841,0.0012510462,0.0000015317374,0.0002494665,0.00029697685,0.0004557268],"about_ca_topic_score_codex":0.0049674795,"about_ca_topic_score_gemma":0.00080296857,"teacher_disagreement_score":0.19292903,"about_ca_system_score_codex":0.016558472,"about_ca_system_score_gemma":0.0010630473,"threshold_uncertainty_score":0.9999881},"labels":[],"label_agreement":null},{"id":"W2512331379","doi":"10.1142/s1464333216500204","title":"Aboriginal Participation in Canadian Environmental Assessment: Gap Analysis and Directions for Scholarly Research","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":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Timeline; Scope (computer science); Political science; Process (computing); Public relations; Test (biology); Sociology; Environmental planning; Geography; Computer science","score_opus":0.028110167026164447,"score_gpt":0.4068536299764802,"score_spread":0.3787434629503158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512331379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98891544,0.000105834224,0.000948841,0.0022884144,0.00010564005,0.00075548416,0.00014577337,0.000007456071,0.0067270948],"genre_scores_gemma":[0.9879046,0.006719776,0.0035428493,0.00026124224,0.00011455631,0.000112489855,0.000015902804,0.000027776467,0.0013007828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99671644,0.00030181833,0.00069715147,0.00048436812,0.00091174257,0.0008884664],"domain_scores_gemma":[0.998551,0.00020414135,0.00029296262,0.00024746943,0.000005149921,0.0006992774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019736227,0.00029652886,0.00041136623,0.0009829316,0.00050647516,0.00018831092,0.00027004932,0.00012233725,0.00059729326],"category_scores_gemma":[0.00001880597,0.00023697403,0.00015957643,0.00053007226,0.0005266919,0.0015987457,0.00020456991,0.00031568308,0.000017333656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048243444,0.00068167876,0.946313,0.000017807586,0.00043041346,0.000036880818,0.00038930526,0.000056583394,0.009538605,0.00257408,0.00017747421,0.039735917],"study_design_scores_gemma":[0.0016254067,0.00042222513,0.95897794,0.00003505025,0.0002904407,0.000010452994,0.0005964962,0.00012819993,0.0001232049,0.0020866736,0.035434965,0.0002689481],"about_ca_topic_score_codex":0.008579086,"about_ca_topic_score_gemma":0.012700326,"teacher_disagreement_score":0.039466966,"about_ca_system_score_codex":0.0041520614,"about_ca_system_score_gemma":0.00006381415,"threshold_uncertainty_score":0.9996708},"labels":[],"label_agreement":null},{"id":"W2513936713","doi":"10.1016/j.eiar.2016.04.008","title":"Meaningful and efficient? Enduring challenges to Aboriginal participation in environmental assessment","year":2016,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan; World Health Organization","keywords":"Confusion; Political science; Public relations; Treaty; Environmental planning; Business; Public administration; Law; Psychology; Geography","score_opus":0.017049631785415558,"score_gpt":0.3646486820540424,"score_spread":0.3475990502686268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513936713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870002,0.0039264145,0.0003249156,0.002083702,0.000117827694,0.0016179497,0.00006318475,0.00006101194,0.0048047476],"genre_scores_gemma":[0.95056814,0.046392832,0.0015366828,0.0008631373,0.000061408056,0.0002437944,0.00003158129,0.000061541636,0.0002408691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99531955,0.00041900275,0.00086815323,0.001098314,0.0011895397,0.0011054437],"domain_scores_gemma":[0.99816775,0.00013745461,0.00029799616,0.0006140321,0.000001345853,0.000781404],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010836431,0.0007198988,0.00077928277,0.00012768059,0.00022767566,0.00006249242,0.00040690647,0.00013972913,0.0054183546],"category_scores_gemma":[0.000020333198,0.00052853266,0.00021622945,0.00021570701,0.0002922522,0.0007375663,0.00044918057,0.00031888258,0.00065598695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032014483,0.0016788191,0.70079815,0.0001007566,0.00006721211,0.00005574037,0.00057563354,0.00023766216,0.06794462,0.00012831492,0.00028765283,0.22809343],"study_design_scores_gemma":[0.0011047352,0.0005729917,0.9909271,0.0008255128,0.00008157522,0.00002258794,0.00014128917,0.00011657801,0.00041860295,0.0001202107,0.0049435697,0.0007252518],"about_ca_topic_score_codex":0.00007195359,"about_ca_topic_score_gemma":0.00003226768,"teacher_disagreement_score":0.29012895,"about_ca_system_score_codex":0.0038461569,"about_ca_system_score_gemma":0.000031017444,"threshold_uncertainty_score":0.9999779},"labels":[],"label_agreement":null},{"id":"W2515102308","doi":"10.1080/07900627.2016.1216830","title":"Lessons from implementing integrated water resource management: a case study of the North Bay-Mattawa Conservation Authority, Ontario","year":2016,"lang":"en","type":"article","venue":"International Journal of Water Resources Development","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nipissing University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stewardship (theology); Mandate; Environmental planning; Environmental resource management; Integrated water resources management; Natural resource; Stakeholder; Stakeholder engagement; Natural resource management; Business; Community-based conservation; Watershed management; Watershed; Water resources; Political science; Geography; Public relations; Environmental science; Ecology","score_opus":0.02369951452872995,"score_gpt":0.27400849072043115,"score_spread":0.2503089761917012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515102308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997279,0.0000024415913,0.0001804457,0.0012626819,0.00028090953,0.00023988607,0.000011997288,0.000007398712,0.00073526334],"genre_scores_gemma":[0.997047,0.0000022702916,0.00065729243,0.00017425882,0.000051321906,0.000009259204,0.000011495467,0.000015205051,0.002031905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973616,0.00016680647,0.0008527959,0.00022010106,0.0010961395,0.00030258027],"domain_scores_gemma":[0.9992712,0.000039232287,0.000375708,0.00017529515,0.00004543941,0.00009312987],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056413846,0.00019283094,0.00021276965,0.0000872585,0.00023212719,0.000076998294,0.0007475163,0.00004248626,0.001703223],"category_scores_gemma":[0.0000075757703,0.00008693124,0.00009812902,0.000065829954,0.00010787911,0.00030743994,0.0011062737,0.0001705705,0.000043575514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008720064,0.00048187928,0.925093,0.0000026400678,0.0005206347,0.00054851145,0.057936583,0.00008691377,0.0041840947,0.000001903112,0.00027876685,0.010777863],"study_design_scores_gemma":[0.0024609638,0.00012857652,0.80729336,0.00013378695,0.000093551214,0.0002642879,0.012445461,0.0000062797194,0.017492171,0.00014652695,0.15927482,0.0002602042],"about_ca_topic_score_codex":0.013960626,"about_ca_topic_score_gemma":0.064731896,"teacher_disagreement_score":0.15899605,"about_ca_system_score_codex":0.0010340728,"about_ca_system_score_gemma":0.000017617822,"threshold_uncertainty_score":0.99920934},"labels":[],"label_agreement":null},{"id":"W2515228085","doi":"","title":"Adapting To Climate and Biodiversity Change: The Case Of Large Canadian Cities","year":2014,"lang":"en","type":"article","venue":"XVIII ISA World Congress of Sociology (July 13-19, 2014)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Biodiversity; Geography; Environmental resource management; Environmental planning; Environmental science; Ecology; Oceanography; Geology","score_opus":0.021814250541287113,"score_gpt":0.2746523784621438,"score_spread":0.2528381279208567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515228085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99079144,0.0001740785,0.0000055483074,0.0022625532,0.00024671844,0.0002973594,0.00034884305,0.000014817788,0.0058586174],"genre_scores_gemma":[0.9957311,0.00008614191,0.000119361386,0.0036266616,0.000052185787,0.000016587599,0.00001458153,0.000008937311,0.00034444843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856097,0.00023826995,0.00024475253,0.0002778115,0.00013610562,0.00054210966],"domain_scores_gemma":[0.9990045,0.00019532103,0.00019699424,0.00025387792,0.000010221518,0.00033913142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007434587,0.00018113063,0.00031499987,0.0000767399,0.00064188906,0.000013416289,0.00029380602,0.00012106934,0.00067261525],"category_scores_gemma":[0.000061208804,0.00014836936,0.000071387825,0.00010137516,0.0015548068,0.00016309568,0.00047495894,0.00019022964,0.00014897739],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022520588,0.00004973763,0.96146536,0.000030082836,0.000054480868,0.000049043614,0.008450922,0.00002037206,0.00034763865,0.001626496,0.026280694,0.0016026557],"study_design_scores_gemma":[0.0013552322,0.00031397,0.92917347,0.000046262543,0.00013074695,0.00005626851,0.013066698,0.00015122746,0.00048593566,0.001104852,0.053530417,0.00058490364],"about_ca_topic_score_codex":0.12914708,"about_ca_topic_score_gemma":0.21188833,"teacher_disagreement_score":0.082741246,"about_ca_system_score_codex":0.00013274705,"about_ca_system_score_gemma":0.000017891742,"threshold_uncertainty_score":0.876652},"labels":[],"label_agreement":null},{"id":"W2516001640","doi":"","title":"Video - Health and Planning: Implementation of a health impact assessment into the Nose Creek Area Structure Plan. Presentation by Joyce Tang","year":2016,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Plan (archaeology); Health plan; Medicine; Geography; Political science; Health care; Archaeology","score_opus":0.02025309447020671,"score_gpt":0.3794180129208992,"score_spread":0.3591649184506925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516001640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926046,0.0001575827,0.0023055868,0.0038598569,0.00005837985,0.000593892,0.0001177539,0.000019724368,0.00028259665],"genre_scores_gemma":[0.9977469,0.00016754844,0.0007775368,0.00094876223,0.00001970674,0.000017217984,0.00008455451,0.0000146225975,0.00022319493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821085,0.00023883393,0.0004177142,0.0002836603,0.0004911134,0.00035783777],"domain_scores_gemma":[0.9991033,0.0001048652,0.0003701954,0.00018967889,0.0000045069514,0.00022743107],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040018887,0.00017535625,0.00023376521,0.000022728516,0.0003391834,0.000051289993,0.00015886065,0.000043519838,0.0017060344],"category_scores_gemma":[0.000011646768,0.00010023819,0.00004727171,0.00011896057,0.00018704208,0.00045980775,0.00015234802,0.00008839614,0.0000051716643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015357786,0.000058256162,0.8928011,0.000013070003,0.000035553592,4.4195127e-7,0.007270392,0.000025418036,0.013655666,0.000018512923,0.023043187,0.06306304],"study_design_scores_gemma":[0.00091510284,0.00063795154,0.98322314,0.00003028453,0.000008135336,0.0000033982392,0.012195361,0.000050238472,0.0011474078,0.0008277277,0.0008039894,0.00015727295],"about_ca_topic_score_codex":0.025415113,"about_ca_topic_score_gemma":0.0021217852,"teacher_disagreement_score":0.09042203,"about_ca_system_score_codex":0.0007333549,"about_ca_system_score_gemma":0.00008631768,"threshold_uncertainty_score":0.99920654},"labels":[],"label_agreement":null},{"id":"W2516074760","doi":"10.5751/es-08569-210309","title":"A social-ecological impact assessment for public lands management: application of a conceptual and methodological framework","year":2016,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Conceptual framework; Environmental resource management; Ecology; Sociology; Social science; Environmental science; Biology","score_opus":0.049549032867595884,"score_gpt":0.37769340353873576,"score_spread":0.3281443706711399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516074760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95819366,0.000013322235,0.038484856,0.0012936798,0.000029169178,0.00039160816,0.000020092579,0.000018641702,0.0015549477],"genre_scores_gemma":[0.9758613,0.00016389259,0.023262076,0.0004067127,0.000032560703,0.00013679022,0.000006795601,0.0000059397744,0.00012393689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990373,0.00014435026,0.00017158638,0.00027248554,0.00010603831,0.0002681898],"domain_scores_gemma":[0.99916047,0.0005644396,0.00010941654,0.00007299809,0.0000045388756,0.00008813958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064401224,0.00011810645,0.00024252491,0.000007919176,0.00027467188,0.000009760988,0.00009525426,0.00026537196,0.00043870133],"category_scores_gemma":[0.0000377448,0.0000739734,0.00011717186,0.00006479574,0.00124728,0.000112909554,0.00022187328,0.00009323941,0.00000484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021936772,0.00023979743,0.9552722,0.000011866757,0.00012516427,6.1851296e-7,0.0012346663,0.0000010716268,0.0021777293,0.023157803,0.00093392236,0.016823208],"study_design_scores_gemma":[0.00068537577,0.00028631496,0.9697814,0.0000019973643,0.000031246116,0.0000015695108,0.0010597233,0.000078721445,0.000025709513,0.026950205,0.0009948823,0.00010284742],"about_ca_topic_score_codex":0.0000063992834,"about_ca_topic_score_gemma":0.0000056340004,"teacher_disagreement_score":0.017667612,"about_ca_system_score_codex":0.00015835848,"about_ca_system_score_gemma":0.0000067100423,"threshold_uncertainty_score":0.4803472},"labels":[],"label_agreement":null},{"id":"W2516310532","doi":"10.1007/s00038-016-0860-6","title":"The extractive industry in Latin America and the Caribbean: health impact assessment as an opportunity for the health authority","year":2016,"lang":"en","type":"review","venue":"International Journal of Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Latin Americans; Inclusion (mineral); Public health; Narrative; Political science; Private sector; Public relations; Business; Environmental health; Medicine; Economic growth; Nursing; Social science; Sociology; Economics","score_opus":0.1439260188185035,"score_gpt":0.5028503344899191,"score_spread":0.3589243156714156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516310532","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012014529,0.6684842,0.0021869612,0.32141656,0.0018506668,0.0033957206,0.0005825886,0.000014961896,0.0008669093],"genre_scores_gemma":[0.010393966,0.9843455,0.00020851647,0.0042502335,0.00047750564,0.00007694522,0.000035004334,0.000030947278,0.00018138894],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99288684,0.0033284428,0.0015503197,0.00029202897,0.0012415553,0.00070078386],"domain_scores_gemma":[0.9931098,0.0020781578,0.0035397601,0.00030727967,0.000052213432,0.0009127794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012083593,0.00033975902,0.0010715274,0.00010077902,0.0008471851,0.0003247143,0.0012914913,0.00022693683,0.00023759912],"category_scores_gemma":[0.00053772214,0.00014126785,0.0003835952,0.0002094377,0.0006810064,0.0006077633,0.00031610936,0.0022362955,0.0000060286607],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027616632,0.00018746026,0.0008671997,0.000056090495,0.00020685948,0.0000030266524,0.001135991,0.0000030790416,2.7675608e-8,0.00076121255,0.0026070685,0.9941444],"study_design_scores_gemma":[0.0009884541,0.00078261516,0.027673082,0.0007257369,0.000018210523,0.00011745628,0.002350858,0.00006162042,1.2643992e-8,0.0016790354,0.9654396,0.00016327437],"about_ca_topic_score_codex":0.007890226,"about_ca_topic_score_gemma":0.00081471563,"teacher_disagreement_score":0.9939811,"about_ca_system_score_codex":0.006814371,"about_ca_system_score_gemma":0.0055817803,"threshold_uncertainty_score":0.9987163},"labels":[],"label_agreement":null},{"id":"W2517761625","doi":"","title":"CSA Z1007: A new management standard from the Canadian Standards Association for the management of hearing loss prevention programs","year":2016,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Canadian Standards Association","funders":"","keywords":"Hearing loss; Noise-induced hearing loss; Set (abstract data type); Best practice; Presentation (obstetrics); Noise exposure; Noise (video); Business; Computer science; Engineering; Audiology; Medicine; Political science; Artificial intelligence; Law","score_opus":0.016530756956799654,"score_gpt":0.2664684856406028,"score_spread":0.24993772868380318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517761625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76305616,0.0004813857,0.104208246,0.0369759,0.0034630203,0.013177881,0.008000188,0.0001269001,0.070510335],"genre_scores_gemma":[0.98836654,0.000186259,0.0020737369,0.00036482827,0.00010042257,0.00006370755,0.000030490586,0.00002282459,0.0087912],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983618,0.000037791044,0.00021935806,0.00021491587,0.00063473097,0.00053139764],"domain_scores_gemma":[0.99909794,0.00007530137,0.00012630556,0.000286288,0.000017040733,0.00039713742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006022174,0.00014231772,0.00012662371,0.000025367284,0.0005138845,0.00008883203,0.00036275492,0.00008490888,0.0005350695],"category_scores_gemma":[0.000021521115,0.00008700828,0.0000845151,0.00014775088,0.00011919269,0.00011321029,0.000082017,0.00007848274,0.00003160077],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070254086,0.000062906394,0.25442365,0.000049777682,0.0010390772,0.00003402897,0.0013363758,0.0007656665,0.00038129033,0.0023716677,0.076208465,0.6632568],"study_design_scores_gemma":[0.0013790844,0.00013673301,0.78898865,0.00018182374,0.00045724245,6.552874e-7,0.0013555448,0.0001401172,0.000065391156,0.0065190108,0.20047654,0.00029920583],"about_ca_topic_score_codex":0.5267425,"about_ca_topic_score_gemma":0.8606608,"teacher_disagreement_score":0.6629576,"about_ca_system_score_codex":0.007572477,"about_ca_system_score_gemma":0.00023445512,"threshold_uncertainty_score":0.9962373},"labels":[],"label_agreement":null},{"id":"W2517828136","doi":"10.4000/ethiquepublique.2193","title":"Du principe à la démarche de précaution : une réponse à un contexte politique inédit ?","year":2002,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.013835404508249716,"score_gpt":0.25661739179906823,"score_spread":0.2427819872908185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517828136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6412703,0.0011046408,0.004659572,0.24091947,0.00068552775,0.0010374261,0.00016262618,0.00020198296,0.10995846],"genre_scores_gemma":[0.95972514,0.0037480942,0.0015235691,0.019120902,0.00040533967,0.00014843575,0.000031005122,0.00008151802,0.015215976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99474967,0.0021384335,0.00057618105,0.00065707375,0.0005687102,0.0013099265],"domain_scores_gemma":[0.99789464,0.00045165353,0.00027180376,0.00050093076,0.000027898346,0.0008530891],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019738243,0.0005156891,0.00040898283,0.00008626242,0.0004928967,0.00026551107,0.0005950732,0.0009455275,0.010554101],"category_scores_gemma":[0.0005237523,0.00056399975,0.00024195426,0.00053302635,0.0013080388,0.0014453506,0.0005087685,0.0013030869,0.0015507714],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013110352,0.00493739,0.18846767,0.00023370369,0.00032046696,0.0007619948,0.015677407,0.00060331385,0.021267314,0.6726663,0.038646307,0.056287013],"study_design_scores_gemma":[0.0013230614,0.00038818744,0.5492754,0.00018647691,0.00008656506,0.0004244533,0.00072096416,0.0033275804,0.004413709,0.040833555,0.39798898,0.0010310534],"about_ca_topic_score_codex":0.011308645,"about_ca_topic_score_gemma":0.0010714687,"teacher_disagreement_score":0.6318328,"about_ca_system_score_codex":0.0034646173,"about_ca_system_score_gemma":0.00016315473,"threshold_uncertainty_score":0.9996812},"labels":[],"label_agreement":null},{"id":"W2517911136","doi":"10.11372/souonseigyo1977.26.87","title":"Strategic Environmental Assessment in France","year":2002,"lang":"en","type":"article","venue":"The journal of the INCE of Japan","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Environmental resource management; Business; Environmental planning; Environmental science","score_opus":0.015640684641780655,"score_gpt":0.24823298746132944,"score_spread":0.2325923028195488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517911136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99244905,0.0001258781,0.000007172185,0.00093752693,0.00014486232,0.00011092313,0.0000035491714,0.0000015464361,0.0062194816],"genre_scores_gemma":[0.99858,0.00024011308,0.00014352598,0.00023470535,0.00003698071,9.876668e-7,1.3081596e-7,0.000008686431,0.000754899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855524,0.00019684288,0.00040006798,0.00007275412,0.00057953567,0.00019554884],"domain_scores_gemma":[0.9991953,0.000063927364,0.00044752582,0.00023511439,0.0000015194912,0.000056629568],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055834063,0.000115089875,0.00018040636,0.000018801411,0.00010884944,0.000010401612,0.00072814286,0.000041477564,0.001829297],"category_scores_gemma":[0.0000071710438,0.00006317574,0.00010434832,0.00013150852,0.00041233294,0.00022811168,0.00020824088,0.00036966792,0.000043461965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012730619,0.0004899344,0.9167662,0.00000401976,0.000026214966,0.0000025739864,0.0018614773,0.0030909758,0.07496024,0.00003737152,0.00039151145,0.0023567125],"study_design_scores_gemma":[0.000522827,0.00018107996,0.9923469,0.000039907063,0.000029280554,0.000027307004,0.0018143044,0.0006056556,0.0021001473,0.0019946937,0.00023072725,0.00010721006],"about_ca_topic_score_codex":0.00016132162,"about_ca_topic_score_gemma":0.0000369195,"teacher_disagreement_score":0.07558062,"about_ca_system_score_codex":0.0002815881,"about_ca_system_score_gemma":0.0000070141527,"threshold_uncertainty_score":0.99908316},"labels":[],"label_agreement":null},{"id":"W2517998969","doi":"10.1177/0739456x16664788","title":"Integrated Community Sustainability Planning in Atlantic Canada: Green-Washing an Infrastructure Agenda","year":2016,"lang":"en","type":"article","venue":"Journal of Planning Education and Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Patient Safety Institute","keywords":"Sustainability; Mandate; Government (linguistics); Politics; Population; Business; State (computer science); Population growth; Sustainability organizations; Public administration; Environmental planning; Social sustainability; Economic growth; Environmental resource management; Political science; Economics; Geography; Sociology","score_opus":0.04951090943249364,"score_gpt":0.4004389526110167,"score_spread":0.35092804317852305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517998969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980961,0.00004340538,0.000031742235,0.0009101148,0.000115578,0.00007896541,0.0000020670936,0.0000024235085,0.0007196001],"genre_scores_gemma":[0.99936867,0.000012635696,0.00013916066,0.00009537246,0.000054354452,0.0000016690625,0.0000033665826,0.0000059069653,0.00031888369],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982684,0.0006934543,0.00023896711,0.00009139219,0.00045542154,0.00025232046],"domain_scores_gemma":[0.9993255,0.0002333818,0.00010659807,0.00010862799,0.000044295215,0.00018159086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018096108,0.00007752643,0.0001257797,0.00010565313,0.00030005316,0.000044336433,0.00022480365,0.000057746503,0.00013038151],"category_scores_gemma":[0.00035259523,0.00004955747,0.000015157532,0.00021715008,0.00018404289,0.0004235769,0.00011057789,0.0007162922,0.0000010141504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031376432,0.00012424288,0.9693895,0.000012636973,0.000005160859,0.000013434313,0.007987512,0.00010280937,0.0018669898,0.0000063342486,0.0034263392,0.017033685],"study_design_scores_gemma":[0.00021149051,0.000108076056,0.96798897,0.00011948248,0.00000226394,0.000027869672,0.026230827,0.00002853595,0.000055224977,0.0011531782,0.0040097097,0.00006437706],"about_ca_topic_score_codex":0.32197437,"about_ca_topic_score_gemma":0.047556773,"teacher_disagreement_score":0.2744176,"about_ca_system_score_codex":0.0016518178,"about_ca_system_score_gemma":0.0006351402,"threshold_uncertainty_score":0.9698228},"labels":[],"label_agreement":null},{"id":"W2518925748","doi":"10.1108/jpmh-01-2016-0003","title":"Incorporating mental health into health impact assessment in the United States: a systematic review","year":2016,"lang":"en","type":"review","venue":"Journal of Public Mental Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; University of Calgary","funders":"","keywords":"Mental health; Public health; Health impact assessment; Medicine; Psychological intervention; Psychology; Environmental health; Psychiatry; Nursing","score_opus":0.07220098805983244,"score_gpt":0.45168773872555223,"score_spread":0.3794867506657198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518925748","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000111115456,0.9668772,0.00012471528,0.025777597,0.00047026525,0.006255941,0.00023911805,0.000019057277,0.00012496018],"genre_scores_gemma":[0.00031034913,0.98596966,0.0006913908,0.011898096,0.00013191355,0.00012675728,0.0007143018,0.00008696165,0.00007055903],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9807214,0.008936286,0.0057170144,0.00055758643,0.0026384462,0.0014292824],"domain_scores_gemma":[0.98675567,0.00034460038,0.010853828,0.0007029982,0.000024729361,0.0013181999],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0203454,0.0009450536,0.0051721516,0.0005177851,0.00090205483,0.00022737894,0.0016527948,0.0001726731,0.00051533285],"category_scores_gemma":[0.00011628782,0.0004946776,0.0010420767,0.0017108151,0.00024160605,0.0009201646,0.0004732411,0.0015847886,0.0001169791],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011108716,0.0019901502,0.0005149379,0.64906466,0.0005358607,0.000035797184,0.007824102,0.000005318578,2.9393362e-7,0.00012451471,0.060350567,0.27954268],"study_design_scores_gemma":[0.001166353,0.0036739018,0.00017594775,0.6677613,0.000134015,0.00086346496,0.004471884,0.000035153334,1.9786967e-8,0.00021007952,0.3207919,0.00071597134],"about_ca_topic_score_codex":0.0038672714,"about_ca_topic_score_gemma":0.0006899173,"teacher_disagreement_score":0.2788267,"about_ca_system_score_codex":0.032755207,"about_ca_system_score_gemma":0.0037245464,"threshold_uncertainty_score":0.9997505},"labels":[],"label_agreement":null},{"id":"W2519895786","doi":"10.1016/j.jenvman.2016.09.015","title":"Assessing sustainable remediation frameworks using sustainability principles","year":2016,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Mitacs; Saskatchewan Research Council; U.S. Environmental Protection Agency","keywords":"Sustainability; Operationalization; Environmental remediation; Sustainable development; Equity (law); Environmental planning; Environmental resource management; Management science; Engineering; Environmental science; Political science; Ecology","score_opus":0.014588765902759156,"score_gpt":0.286485097435318,"score_spread":0.2718963315325589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519895786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800862,0.000053731277,0.014576226,0.0005362364,0.00021679734,0.0003724919,0.0000026810005,0.000013616121,0.004142004],"genre_scores_gemma":[0.99106556,0.00017765143,0.005648989,0.00017084231,0.000120768425,0.0000060989933,0.0000011682773,0.000028892704,0.0027800475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974476,0.0001462058,0.0006639386,0.0002888388,0.0009065431,0.00054689025],"domain_scores_gemma":[0.9987764,0.00007047352,0.0006295777,0.00029105975,0.000007872456,0.00022465865],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008765325,0.00024221367,0.00026946532,0.00009560339,0.0002525854,0.00010040645,0.0003618222,0.00015406478,0.0020562238],"category_scores_gemma":[0.00006107642,0.00017213714,0.0001752305,0.00015444816,0.00032800605,0.002099989,0.00063637126,0.00026043435,0.00006207113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019409516,0.0020217502,0.7906842,0.00011149478,0.00031843912,0.0007304755,0.000875623,0.0046364237,0.054216318,0.0014411422,0.000806368,0.14396368],"study_design_scores_gemma":[0.001640691,0.00026813825,0.96212196,0.00009733799,0.00017359806,0.000045265366,0.008951446,0.00013123755,0.0021831556,0.010080598,0.013831504,0.00047504448],"about_ca_topic_score_codex":0.000019942534,"about_ca_topic_score_gemma":0.0000014102986,"teacher_disagreement_score":0.17143779,"about_ca_system_score_codex":0.004471606,"about_ca_system_score_gemma":0.000015956673,"threshold_uncertainty_score":0.9993501},"labels":[],"label_agreement":null},{"id":"W2523003485","doi":"10.1021/cen-v081n026.p005a","title":"Environment Ministers Commit To Projects","year":2003,"lang":"en","type":"article","venue":"Chemical & Engineering News","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commit; Business; Political science; Engineering; Engineering management; Computer science; Aeronautics; Database","score_opus":0.011650104982682988,"score_gpt":0.22469476524920953,"score_spread":0.21304466026652655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523003485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98409563,0.00001351547,0.0014989905,0.00020094022,0.00012593374,0.00027564517,0.0000037457453,0.00006611204,0.013719457],"genre_scores_gemma":[0.9874945,0.0000059491117,0.010796938,0.00052476017,0.000034262826,0.00004948324,0.0000054048633,0.000031098138,0.0010575996],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99885786,0.000014451317,0.00017023392,0.000294057,0.00026807634,0.0003953507],"domain_scores_gemma":[0.9993936,0.000026976979,0.000024965926,0.00023834695,5.941028e-7,0.00031551177],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000073211115,0.00019392348,0.00015686052,0.000017268798,0.00004316912,0.000023644594,0.00018293691,0.000073771924,0.0011961111],"category_scores_gemma":[0.00003855201,0.0001913843,0.00006611819,0.000112287446,0.000051408024,0.00009363361,0.00013753852,0.00013461728,0.0012528637],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000790412,0.00022202048,0.021221139,0.000012929127,0.000021324146,0.000013825027,0.00077916885,0.0044934102,0.9656965,0.00015858522,0.0053202747,0.0020529202],"study_design_scores_gemma":[0.0010250553,0.00019389238,0.018165236,0.000039761853,0.0000423463,0.000022116224,0.00032657437,0.00047491642,0.5799963,0.00019632303,0.398194,0.0013235079],"about_ca_topic_score_codex":0.000048088226,"about_ca_topic_score_gemma":0.0000010621839,"teacher_disagreement_score":0.3928737,"about_ca_system_score_codex":0.00039794762,"about_ca_system_score_gemma":0.0000033618628,"threshold_uncertainty_score":0.99971694},"labels":[],"label_agreement":null},{"id":"W2525453875","doi":"10.4000/vertigo.17684","title":"La prolifération des cyanobactéries au Québec : une perspective de sciences sociales sur le risque et la gestion","year":2016,"lang":"fr","type":"article","venue":"VertigO","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski; Université Laval","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.030395448833276426,"score_gpt":0.29844409376994024,"score_spread":0.2680486449366638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525453875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9447557,0.00035115163,0.0026612952,0.017267207,0.00012411307,0.00017930243,0.000030243405,0.00004022617,0.034590762],"genre_scores_gemma":[0.99363965,0.0005604914,0.0009929794,0.00017245924,0.00008863006,0.000021563088,0.0000016329337,0.000019230682,0.004503339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784714,0.0008338461,0.00017858489,0.0003351243,0.00034390285,0.00046142758],"domain_scores_gemma":[0.9992311,0.0003943997,0.000106961685,0.0001051679,0.000012175672,0.00015018086],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007670459,0.00020061767,0.00016023287,0.00003358267,0.00078580773,0.000111568734,0.00019502675,0.00020927134,0.00030065113],"category_scores_gemma":[0.00026315736,0.00016044336,0.00009023183,0.00023361066,0.005256915,0.0013526991,0.000130878,0.00015169592,0.0002701807],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031067466,0.0005291788,0.84499925,0.000019508852,0.000038298447,0.000010868255,0.02132728,0.00019600749,0.04486587,0.06254785,0.0003410702,0.025093734],"study_design_scores_gemma":[0.00048476856,0.0001825424,0.954386,0.00014624605,0.000033960685,0.0000145145505,0.005303958,0.00006451395,0.00854962,0.025988922,0.004581362,0.00026357773],"about_ca_topic_score_codex":0.4625102,"about_ca_topic_score_gemma":0.27776706,"teacher_disagreement_score":0.18474314,"about_ca_system_score_codex":0.0054561044,"about_ca_system_score_gemma":0.0016644772,"threshold_uncertainty_score":0.99836177},"labels":[],"label_agreement":null},{"id":"W2526018644","doi":"","title":"Polyjural and Polycentric Sustainability Assessment: A Once-in-a-Generation Law Reform Opportunity","year":2016,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Victoria; University of Saskatchewan; University of New Brunswick","funders":"","keywords":"Sustainability; Interdependence; Government (linguistics); Political science; Politics; Legitimacy; Indigenous; Public administration; Business; Public economics; Economics; Law","score_opus":0.016565891952933277,"score_gpt":0.28306966789089916,"score_spread":0.26650377593796587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526018644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9421721,0.000036018064,0.000073112475,0.0019821385,0.00014313406,0.00039037678,0.000020268446,0.000043886062,0.05513897],"genre_scores_gemma":[0.9961013,0.00007356425,0.00030962916,0.0011409337,0.000097069984,0.000038579114,0.000014754823,0.000019222214,0.002204926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801147,0.00017635418,0.00034605528,0.00046432074,0.00044243273,0.00055938127],"domain_scores_gemma":[0.9989808,0.000038588725,0.00011114202,0.00034773638,0.000008459241,0.000513233],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004837001,0.0002324679,0.00023341422,0.000027999891,0.0003380891,0.00008060118,0.00020607027,0.00012916955,0.0023650692],"category_scores_gemma":[0.000045366465,0.00016973274,0.00006514617,0.00018021313,0.0005154428,0.0012194016,0.0003143329,0.0002014298,0.00012584531],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006129446,0.0006336628,0.8820673,0.000023235196,0.000026847574,0.00006089622,0.0003522345,0.000013356217,0.027711764,0.06545789,0.00039943555,0.023192039],"study_design_scores_gemma":[0.001982191,0.0002634056,0.96827835,0.00003030557,0.000024380146,0.000012641581,0.0005923859,0.00011580334,0.0028714326,0.011131512,0.014101817,0.00059578544],"about_ca_topic_score_codex":0.018897109,"about_ca_topic_score_gemma":0.009412391,"teacher_disagreement_score":0.08621099,"about_ca_system_score_codex":0.0031472824,"about_ca_system_score_gemma":0.000055420784,"threshold_uncertainty_score":0.9985469},"labels":[],"label_agreement":null},{"id":"W2526576473","doi":"10.5539/jsd.v9n5p121","title":"Compliance with the Requirements of the Environmental Impact Assessment Guidelines in Zimbabwe: A Case Study","year":2016,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Enforcement; Transparency (behavior); Business; Compliance (psychology); Incentive; Objectivity (philosophy); Environmental impact assessment; Accounting; Public relations; Environmental resource management; Environmental planning; Process management; Political science; Economics; Psychology","score_opus":0.034265561890565725,"score_gpt":0.3415276344670281,"score_spread":0.3072620725764624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526576473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99761575,0.0000308367,0.0001902309,0.0011179565,0.00005910235,0.0007101813,0.0000021920584,0.000002651406,0.00027111924],"genre_scores_gemma":[0.9973174,0.000019011608,0.00092014315,0.0001730303,0.000022275577,0.000024167584,2.2756788e-7,0.000017162665,0.0015066107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972463,0.00021705529,0.00080686784,0.00019349082,0.0010846439,0.00045164188],"domain_scores_gemma":[0.9987572,0.000071945775,0.00073626474,0.00028654435,0.000031997308,0.000116067335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014953528,0.000233922,0.00031074852,0.00005849949,0.00028923972,0.000030857995,0.0005391532,0.000052368203,0.00038869752],"category_scores_gemma":[0.00003188432,0.00009328291,0.000099190125,0.00029068824,0.0002928718,0.00040284122,0.0004943669,0.00025074382,0.0000069528796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082219536,0.00059790444,0.9835324,0.000008886388,0.00012066394,0.0016420548,0.0037470735,0.00044124745,0.0026735011,0.0000064383303,0.0006953037,0.0064522545],"study_design_scores_gemma":[0.0020580168,0.00047725468,0.9584573,0.00008533221,0.000033273853,0.00049234595,0.036237385,0.000007637607,0.0006048978,0.00005920904,0.0013220762,0.00016529232],"about_ca_topic_score_codex":0.00035340397,"about_ca_topic_score_gemma":0.00019268075,"teacher_disagreement_score":0.03249031,"about_ca_system_score_codex":0.0027322068,"about_ca_system_score_gemma":0.00019856797,"threshold_uncertainty_score":0.7144626},"labels":[],"label_agreement":null},{"id":"W2526598543","doi":"","title":"Imagining EA 2.0: Outcomes of the 2016 Federal Environmental Assessment Reform Summit","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Strategic environmental assessment; Accountability; Summit; Sustainability; Transparency (behavior); Political science; Environmental planning; Credibility; Environmental impact assessment; Harmonization; Environmental resource management; Business; Public administration; Geography; Economics","score_opus":0.005619389472086868,"score_gpt":0.25153206637193515,"score_spread":0.24591267689984828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526598543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842505,0.000095497846,0.0006755026,0.0026370948,0.00028185145,0.00017667648,0.000014889735,0.000014404117,0.011853571],"genre_scores_gemma":[0.98874944,0.00090078893,0.00012476179,0.00020098986,0.000068923306,0.0000068714485,0.0000013480903,0.000027722068,0.009919127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996742,0.00013172317,0.00041550913,0.00024529023,0.00076491776,0.0017005219],"domain_scores_gemma":[0.9991953,0.000042331754,0.00033946225,0.00029193438,0.0000025402023,0.00012847499],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009271195,0.00024101791,0.000253039,0.00002694356,0.0004456947,0.000032738055,0.0006048917,0.00007537933,0.0011459871],"category_scores_gemma":[0.000013845375,0.00012000978,0.00026326874,0.00008284168,0.00041179743,0.0005492223,0.00038215247,0.0007386686,0.00016816064],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001330339,0.00016871438,0.94970524,8.7691564e-7,0.000116777155,0.0000014124234,0.00010021079,0.000006315067,0.022064317,0.0015199352,0.00011491598,0.02618797],"study_design_scores_gemma":[0.0012616693,0.00023580148,0.96372133,0.00002586489,0.000042674717,0.0000471688,0.0023869858,0.000009256241,0.0016151789,0.028959928,0.0014087636,0.00028537633],"about_ca_topic_score_codex":0.00035826286,"about_ca_topic_score_gemma":0.00046013691,"teacher_disagreement_score":0.027439993,"about_ca_system_score_codex":0.006472256,"about_ca_system_score_gemma":0.00021671533,"threshold_uncertainty_score":0.9997671},"labels":[],"label_agreement":null},{"id":"W2527843661","doi":"10.13140/rg.2.1.2201.4882","title":"Planning For Social Change Towards Sustainability? Investigating Local Government Strategic Sustainability Planning in Canada","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Social sustainability; Sustainability organizations; Strategic planning; Business; Government (linguistics); Environmental planning; Process management; Environmental resource management; Political science; Economics; Geography; Marketing","score_opus":0.0318309243716383,"score_gpt":0.26926083898758,"score_spread":0.2374299146159417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527843661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973456,0.00003158675,0.000010585818,0.00059989665,0.00014716074,0.00096936745,0.000106898246,0.000015735535,0.0007731283],"genre_scores_gemma":[0.987457,0.0000027629453,0.00017983779,0.00003737365,0.00004284792,0.000009972446,0.0002927012,0.000027148993,0.0119504025],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99764496,0.00011845165,0.00023845964,0.0005010889,0.0008780705,0.00061894266],"domain_scores_gemma":[0.9991825,0.000042001015,0.00034099031,0.00017173124,0.000045775632,0.00021698937],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004068316,0.00032816778,0.00050489476,0.00004206567,0.00032091895,0.000021180884,0.00038499062,0.0002618973,0.000121828314],"category_scores_gemma":[0.000042039224,0.00039738408,0.00011298225,0.00019228792,0.00024734167,0.0003833114,0.00020350276,0.00034314435,0.000001852641],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005388753,0.0002700189,0.39800546,0.001370843,0.00010020582,0.00018857447,0.57355994,0.005941866,0.00026434695,0.00009233468,0.001458601,0.018208904],"study_design_scores_gemma":[0.00061986793,0.000112247806,0.2768162,0.000066901346,0.000046032892,3.6123194e-7,0.71824217,0.0008067044,0.000062886655,0.0027757587,0.00011297973,0.0003378774],"about_ca_topic_score_codex":0.9812451,"about_ca_topic_score_gemma":0.9711306,"teacher_disagreement_score":0.14468223,"about_ca_system_score_codex":0.017664785,"about_ca_system_score_gemma":0.0010413032,"threshold_uncertainty_score":0.9998478},"labels":[],"label_agreement":null},{"id":"W2528291883","doi":"10.1002/eet.1733","title":"On the Benefits of Using Process Indicators in Local Sustainability Monitoring: Lessons from a Dutch municipal ranking (1999–2014)","year":2016,"lang":"en","type":"article","venue":"Environmental Policy and Governance","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Sustainability; Ranking (information retrieval); Relevance (law); Local government; Process (computing); Government (linguistics); Work (physics); Corporate governance; Business; Public policy; Sustainability reporting; Sustainability organizations; Environmental resource management; Process management; Environmental economics; Political science; Public administration; Economics; Computer science; Economic growth; Engineering","score_opus":0.01561132301787402,"score_gpt":0.29841960565027764,"score_spread":0.2828082826324036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528291883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997712,0.00016182021,0.000040212675,0.0012757335,0.000042671276,0.0002613679,0.0001780762,0.000007230016,0.00032089447],"genre_scores_gemma":[0.9992047,0.0003840121,0.00002617591,0.00013778945,0.00006182103,0.000020668405,0.00000218556,0.000019791003,0.00014283699],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828047,0.00010639034,0.0002888858,0.00039973363,0.0005097772,0.00041474125],"domain_scores_gemma":[0.99912035,0.0002388528,0.00022810586,0.00029962687,7.3259037e-7,0.00011232074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023122589,0.00022861265,0.00022454838,0.000036370446,0.00018106723,0.000013784586,0.00031325512,0.00010412914,0.00024748835],"category_scores_gemma":[0.00006817106,0.00015014637,0.0000593172,0.0002047158,0.0009971316,0.0003024657,0.00033148818,0.000173879,0.00002754835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008809478,0.0003618852,0.95796376,0.000009573076,0.000018285748,0.000004297526,0.00249964,0.0014734162,0.006846134,0.0010844208,0.000020065245,0.029630436],"study_design_scores_gemma":[0.00066406577,0.000057742745,0.9841132,0.00010334678,0.000010585989,0.0000013904832,0.0011602294,0.00008252026,0.008768156,0.00458318,0.00024413245,0.00021142706],"about_ca_topic_score_codex":0.0054810955,"about_ca_topic_score_gemma":0.00019112603,"teacher_disagreement_score":0.029419009,"about_ca_system_score_codex":0.0012887842,"about_ca_system_score_gemma":0.000018923061,"threshold_uncertainty_score":0.82858133},"labels":[],"label_agreement":null},{"id":"W2530022099","doi":"","title":"Student Independent Projects Environmental Studies 2011: A Values Profile for a Healthy, Sustainable Corner Brook Community","year":2011,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mainland; Urbanization; Geography; Population; Mainland China; Meaning (existential); Socioeconomics; Economic growth; Sociology; Ethnology; Archaeology; China; Demography","score_opus":0.0721312619818343,"score_gpt":0.3162738877764054,"score_spread":0.24414262579457113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530022099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9220602,0.00003740331,0.00005143394,0.000039505467,0.0017464827,0.0026182032,0.00006477041,0.00010872503,0.07327331],"genre_scores_gemma":[0.89141345,0.00015132347,0.0003777702,0.000025519063,0.0006942852,0.000008822933,0.000034096312,0.000040300623,0.10725442],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99383926,0.002229805,0.00031785315,0.00082418707,0.0014157762,0.0013730909],"domain_scores_gemma":[0.9978704,0.00046265926,0.0002477441,0.00071619265,0.00009621768,0.0006067973],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001907664,0.00041866637,0.00054011936,0.00037426362,0.004616814,0.00009153211,0.0016026229,0.0003147895,0.0004405842],"category_scores_gemma":[0.00011359171,0.0004634629,0.00027773163,0.0005372544,0.0017787075,0.0014053462,0.0025629892,0.0010656881,0.00024575504],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.032671213,0.026825223,0.4599382,0.0011718888,0.004152362,0.010021049,0.2257678,0.00023981623,0.081591375,0.011835452,0.14271702,0.0030685985],"study_design_scores_gemma":[0.017772358,0.010086322,0.13085279,0.00009510135,0.0006103524,0.00005269021,0.712846,0.00008414814,0.025569884,0.0019527823,0.09834775,0.001729829],"about_ca_topic_score_codex":0.008304396,"about_ca_topic_score_gemma":0.00030778087,"teacher_disagreement_score":0.4870782,"about_ca_system_score_codex":0.0062667965,"about_ca_system_score_gemma":0.00027289125,"threshold_uncertainty_score":0.9997817},"labels":[],"label_agreement":null},{"id":"W2531220712","doi":"","title":"Exploring Appropriate Business Models for Establishment of Water Quality Monitoring Service In Newfoundland and Labrador","year":2015,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mandate; Water quality; Water supply; Government (linguistics); Environmental planning; Quality (philosophy); Business; Environmental resource management; Environmental science; Water resource management; Environmental engineering","score_opus":0.10102721391117826,"score_gpt":0.3120020601167768,"score_spread":0.21097484620559853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531220712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97883916,0.000014893416,0.000021910251,0.000043086977,0.0037194295,0.001062016,0.000048728984,0.00003265863,0.016218146],"genre_scores_gemma":[0.9814952,0.00028737658,0.000349378,0.000002015635,0.0012202376,0.0000049856944,0.00022877302,0.00005204937,0.016359985],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99614036,0.00063245854,0.000375224,0.0008249847,0.0012936987,0.0007332469],"domain_scores_gemma":[0.99853826,0.00018752225,0.00023076107,0.00039727567,0.00027675513,0.0003694586],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013379437,0.00036788196,0.0006503899,0.00051648926,0.00065466744,0.000106692576,0.00080509024,0.0003990345,0.00002823857],"category_scores_gemma":[0.00006524373,0.00039450786,0.00012028434,0.0010483861,0.00026589504,0.0021611887,0.00073045417,0.000592644,0.000010032268],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.080617175,0.0055902693,0.119660564,0.0062859915,0.0015324876,0.0024077587,0.1357097,0.024541432,0.5980109,0.0036135372,0.001252029,0.020778172],"study_design_scores_gemma":[0.067932636,0.003257176,0.36904842,0.0028305755,0.0017122935,0.000024722112,0.3549214,0.00206529,0.1155892,0.010974159,0.063526034,0.008118091],"about_ca_topic_score_codex":0.080117576,"about_ca_topic_score_gemma":0.009277733,"teacher_disagreement_score":0.48242167,"about_ca_system_score_codex":0.003598621,"about_ca_system_score_gemma":0.000259451,"threshold_uncertainty_score":0.9998507},"labels":[],"label_agreement":null},{"id":"W2536880970","doi":"10.1115/ipc2000-141","title":"The Environmental and Socio-Economic Impacts and Benefits Associated With Developing a Natural Gas Distribution System in Nova Scotia","year":2000,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"College of the North Atlantic","funders":"","keywords":"Distribution (mathematics); Nova scotia; Submarine pipeline; Liberian dollar; Plan (archaeology); Pipeline transport; Pipeline (software); Business; Order (exchange); Megaproject; Natural gas; Purchasing; Environmental planning; Environmental resource management; Geography; Environmental science; Engineering; Finance; Environmental engineering","score_opus":0.006373748148810056,"score_gpt":0.2084954517770626,"score_spread":0.20212170362825255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536880970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99825335,0.00018664889,0.0000031858208,0.00022843483,0.00003610604,0.00023268319,0.00003356612,0.000020683925,0.0010053269],"genre_scores_gemma":[0.9992674,0.0002932912,0.000042409578,0.00007930084,0.000011331827,0.000004765145,0.000045826888,0.000011684815,0.0002439912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896103,0.000055541783,0.00018700442,0.00025337216,0.00018654353,0.00035652655],"domain_scores_gemma":[0.99968714,0.00006476541,0.000063344436,0.00008587697,4.6216522e-7,0.00009843165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023361904,0.00017244523,0.0001461355,0.000008635099,0.0003005181,0.00009688496,0.000095777796,0.000067270164,0.00036926352],"category_scores_gemma":[0.000004093205,0.00011683073,0.000019302135,0.0000478245,0.00032824048,0.00033882094,0.00010261246,0.00012569537,0.00015707291],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033580403,0.000033113785,0.9839058,0.0000040067457,0.00002412777,0.0000048309294,0.0003570742,0.00010314563,0.00039598977,0.00009597838,0.00007052608,0.014971825],"study_design_scores_gemma":[0.0006077038,0.00005264539,0.99748254,0.000041005966,0.000010823186,0.000017688397,0.00080479606,0.0005047956,0.0001584967,0.000024973953,0.00010776188,0.00018676065],"about_ca_topic_score_codex":0.001241119,"about_ca_topic_score_gemma":0.0038621589,"teacher_disagreement_score":0.014785064,"about_ca_system_score_codex":0.0015232597,"about_ca_system_score_gemma":0.0000090898375,"threshold_uncertainty_score":0.4764219},"labels":[],"label_agreement":null},{"id":"W2540737308","doi":"10.18060/21350","title":"Advocacy in HIA: Increasing Our Effectiveness and Relevance as Practitioners to Address Health, Equity, and Democracy","year":2016,"lang":"en","type":"article","venue":"Chronicles of Health Impact Assessment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Credibility; Political science; Public relations; Objectivity (philosophy); Equity (law); Democracy; Context (archaeology); Health impact assessment; Public administration; Public health; Medicine; Politics; Law; Nursing","score_opus":0.024130135374527975,"score_gpt":0.41890362599118386,"score_spread":0.3947734906166559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2540737308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98308647,0.0006630762,0.0003583848,0.0141860545,0.0000847138,0.0010531862,0.000024313624,0.00002472488,0.00051910593],"genre_scores_gemma":[0.99517524,0.0017982622,0.0015697281,0.0013364403,0.000025755131,0.00004452414,0.000004927768,0.000029430039,0.000015669653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99682766,0.00074876274,0.0005896944,0.00048890914,0.0005526527,0.00079234154],"domain_scores_gemma":[0.9982476,0.00044470682,0.0004192215,0.00026241026,0.00000845349,0.0006175563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026952808,0.00027497963,0.0005562861,0.00009095348,0.000302364,0.00004563771,0.00019217242,0.000077941986,0.00008156451],"category_scores_gemma":[0.0002012626,0.00021038894,0.000049940303,0.00022477885,0.00016466172,0.0007490795,0.00084354694,0.00018621847,0.000022281909],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001675746,0.00040997186,0.60548174,0.0002536644,0.0000291018,0.0000065914346,0.00091481983,0.000122031845,0.014269802,0.00010317396,0.00043210256,0.3778094],"study_design_scores_gemma":[0.0016846409,0.0012680506,0.99248683,0.00059660757,0.0000058591113,0.00002542669,0.0007803346,0.000021577593,0.0004731324,0.0021451907,0.00028543026,0.00022690817],"about_ca_topic_score_codex":0.013445327,"about_ca_topic_score_gemma":0.0006172005,"teacher_disagreement_score":0.3870051,"about_ca_system_score_codex":0.0049038976,"about_ca_system_score_gemma":0.00054695,"threshold_uncertainty_score":0.9989161},"labels":[],"label_agreement":null},{"id":"W2543371889","doi":"10.25560/4399","title":"Strategic Environmental Assessment (SEA) and provincial level expressway programme planning: an application framework and indicator system for China","year":2009,"lang":"en","type":"dissertation","venue":"Spiral (Imperial College London)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Strategic environmental assessment; China; Environmental planning; Environmental resource management; Geography; Business; Regional science; Environmental impact assessment; Environmental science; Political science","score_opus":0.019080098879783187,"score_gpt":0.29391146367528476,"score_spread":0.2748313647955016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2543371889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909786,0.00016816493,0.00017205504,0.000035194455,0.0004939435,0.004073029,0.0012277631,0.00010730279,0.0027439771],"genre_scores_gemma":[0.99093395,0.000040784846,0.004092106,0.00006955522,0.0006425801,0.0010172649,0.0026086643,0.00010409592,0.000490998],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99650466,0.0001435093,0.0006359956,0.0011581635,0.00077578134,0.00078186457],"domain_scores_gemma":[0.9984848,0.00004460049,0.00054954446,0.00037773725,0.0000047273716,0.00053859694],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037159282,0.0007349286,0.0007078488,0.00008544336,0.00081595266,0.00026000472,0.0003899697,0.00081658195,0.00010911839],"category_scores_gemma":[0.000012357009,0.00072297134,0.00014147676,0.00012446175,0.00027026932,0.0005473979,0.00014358567,0.0005384041,0.00001983635],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00971153,0.009332976,0.30692193,0.0033766679,0.0010201082,0.00025917488,0.018124642,0.000235057,0.4067344,0.03902196,0.0011699164,0.20409161],"study_design_scores_gemma":[0.005304083,0.005707643,0.95511913,0.00033132863,0.00052786106,0.00003687409,0.014011915,0.0012389972,0.004279292,0.00852789,0.0022019062,0.0027131038],"about_ca_topic_score_codex":0.00038350958,"about_ca_topic_score_gemma":0.0002902369,"teacher_disagreement_score":0.6481972,"about_ca_system_score_codex":0.0008792293,"about_ca_system_score_gemma":0.00009717539,"threshold_uncertainty_score":0.99952215},"labels":[],"label_agreement":null},{"id":"W2549566030","doi":"","title":"Evaluating Cumulative Effects Assessment in Environmental Impact Assessment: A Case Study on the Pacific NorthWest LNG Project","year":2016,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Impact assessment; Cumulative effects; Environmental science","score_opus":0.029679112439135756,"score_gpt":0.3211461439931841,"score_spread":0.29146703155404835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549566030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902984,0.0000033188135,0.000060507406,0.00013608558,0.000100484605,0.0019771007,0.000069150876,0.000045128,0.0073098303],"genre_scores_gemma":[0.9988677,0.000015513522,0.00012577194,0.00006179329,0.000029943692,0.00002666735,0.000014873934,0.00003727927,0.00082045974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99625987,0.001117474,0.0003068632,0.0007577706,0.000902322,0.0006557044],"domain_scores_gemma":[0.99833167,0.000681646,0.00023016102,0.0005558324,0.0000044396484,0.00019626657],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00074463984,0.00045938866,0.0003494779,0.00019616271,0.0006123802,0.00006525453,0.00046173687,0.00011701127,0.0009813061],"category_scores_gemma":[0.000028584895,0.00029686416,0.00018965236,0.0006369178,0.00033644185,0.0007690882,0.00049680733,0.00045086164,0.00016884535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005857722,0.0014353367,0.9899654,0.0000034340717,0.000094389085,0.002474961,0.00051460916,0.00027643918,0.00051266263,0.000037448703,0.00017611675,0.004450672],"study_design_scores_gemma":[0.0031822007,0.0017749298,0.9014754,0.00005427222,0.00009257527,5.003905e-7,0.09178693,0.00041649744,0.00018067907,0.0000557485,0.0004926954,0.00048751273],"about_ca_topic_score_codex":0.0045503885,"about_ca_topic_score_gemma":0.030236011,"teacher_disagreement_score":0.091272324,"about_ca_system_score_codex":0.003763155,"about_ca_system_score_gemma":0.000071208764,"threshold_uncertainty_score":0.9999483},"labels":[],"label_agreement":null},{"id":"W2549832643","doi":"10.1002/ieam.1861","title":"Integrating causation in investigative ecological weight of evidence assessments","year":2016,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas College","funders":"","keywords":"Causation; Ecology; Environmental science; Environmental health; Biology; Medicine; Political science","score_opus":0.04638937130761327,"score_gpt":0.32233109109957236,"score_spread":0.2759417197919591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549832643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870475,0.00003571446,0.0014526331,0.00058306195,0.0001309303,0.000768336,0.000023906274,0.00003330892,0.009924605],"genre_scores_gemma":[0.98818606,0.0016470521,0.008565955,0.0001842931,0.000016015469,0.00015306352,0.000020716772,0.00002338421,0.0012034792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974002,0.00025173742,0.0006412232,0.0006286647,0.0006298306,0.00044832064],"domain_scores_gemma":[0.9991311,0.00015702611,0.00027607093,0.00026044447,0.0000029441126,0.00017245299],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005532579,0.00036589344,0.00036427847,0.00011992632,0.000114379014,0.00003131541,0.00028639438,0.00012714315,0.00227998],"category_scores_gemma":[0.000017273089,0.00022023988,0.00007867548,0.00025925782,0.0007941284,0.0008334778,0.0006195922,0.00020307717,0.000081295024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038163216,0.0006248045,0.82063913,0.000021359523,0.00006633961,0.000031106407,0.00020746732,0.000027017759,0.10096581,0.0011189355,0.00024147093,0.07601839],"study_design_scores_gemma":[0.001043234,0.00037896205,0.98878616,0.00030498844,0.00004708727,0.0000029113837,0.0010852705,0.0002572046,0.0040014004,0.002569513,0.0011763041,0.00034698859],"about_ca_topic_score_codex":0.00025025627,"about_ca_topic_score_gemma":0.00018374043,"teacher_disagreement_score":0.168147,"about_ca_system_score_codex":0.0015631305,"about_ca_system_score_gemma":0.000012658218,"threshold_uncertainty_score":0.9986321},"labels":[],"label_agreement":null},{"id":"W2555447057","doi":"10.5539/eer.v6n2p14","title":"A Methodological Approach to Selecting a Location for a Waste Disposal Terminal for Vessels on the Section of the Pan-European Waterway Corridor VII in the Republic of Serbia","year":2016,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Terminal (telecommunication); Section (typography); Municipal solid waste; Environmental science; Environmental planning; Civil engineering; Business; Computer science; Waste management; Engineering","score_opus":0.14985431639105834,"score_gpt":0.3608369646933551,"score_spread":0.21098264830229674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555447057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98623806,0.000007749675,0.009919926,0.0016454022,0.00003133603,0.0006867682,0.000009343584,0.0000027720503,0.0014586698],"genre_scores_gemma":[0.99813557,0.00003195941,0.0005089808,0.00012915996,0.00006220772,0.00029747398,0.0000033590786,0.000011035845,0.00082026835],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9976321,0.0011397138,0.00021436866,0.00027929634,0.00043449324,0.00030003593],"domain_scores_gemma":[0.99867916,0.0009363861,0.000080218175,0.00025633944,0.000004808574,0.00004308327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038978825,0.0001038111,0.00012523436,0.000031360505,0.00030691596,0.00001945372,0.00034412596,0.000050847197,0.000039095194],"category_scores_gemma":[0.00022693358,0.000042433992,0.000053415617,0.00019398959,0.00042984672,0.00008400564,0.00024116166,0.00011107187,0.0000019581248],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010962938,0.0018714056,0.03301579,0.00009710136,0.00007090501,0.0000014550085,0.00996813,0.0047262968,0.6722765,0.0054175355,0.0019802568,0.26947832],"study_design_scores_gemma":[0.0017203114,0.0027147522,0.81626755,0.00015276691,0.000037987502,0.000012704112,0.0057984004,0.0018950328,0.1530477,0.004447566,0.013538703,0.00036654767],"about_ca_topic_score_codex":0.0001482173,"about_ca_topic_score_gemma":0.000030988354,"teacher_disagreement_score":0.78325176,"about_ca_system_score_codex":0.00015331776,"about_ca_system_score_gemma":0.0000070070596,"threshold_uncertainty_score":0.23605806},"labels":[],"label_agreement":null},{"id":"W2557161364","doi":"10.1007/s00267-016-0799-7","title":"The Contribution of Project Environmental Assessment to Assessing and Managing Cumulative Effects: Individually and Collectively Insignificant?","year":2016,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Nature Conservation; Cumulative effects; Forest management; Environmental impact assessment; Environmental science; Environmental resource management; Ecology; Agroforestry; Biology","score_opus":0.0070155729009469285,"score_gpt":0.265849652528602,"score_spread":0.25883407962765503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557161364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901241,0.00011914027,0.0025644258,0.00069493684,0.0001047544,0.0019437893,0.00003680632,0.000027496833,0.004384523],"genre_scores_gemma":[0.99557,0.00092109444,0.0020115161,0.00027684701,0.00002013881,0.00019543928,0.000010341014,0.000033966837,0.0009606657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997418,0.000256066,0.0004246935,0.00063896406,0.00073639874,0.000525897],"domain_scores_gemma":[0.9989894,0.00029294376,0.00023628352,0.00028813523,0.0000011115133,0.00019213406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057765096,0.00035574601,0.00029590836,0.00007974084,0.00067595264,0.000108331114,0.0002466958,0.000071972834,0.00013410932],"category_scores_gemma":[0.0000148529025,0.00023955973,0.00006381509,0.00013945255,0.0008292269,0.0004408108,0.0012687843,0.00012406046,0.000054839165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013535596,0.0006254137,0.5925046,0.0000343281,0.0004274056,0.000039182913,0.0015099182,0.00004145354,0.110794246,0.0012374879,0.00068055023,0.29197],"study_design_scores_gemma":[0.0014261008,0.0003881421,0.98466337,0.0000749654,0.00010163364,0.0000055150967,0.0018688935,0.000059975217,0.002814977,0.0010287595,0.007201959,0.0003657075],"about_ca_topic_score_codex":0.00005381731,"about_ca_topic_score_gemma":0.000011821348,"teacher_disagreement_score":0.39215872,"about_ca_system_score_codex":0.001021839,"about_ca_system_score_gemma":0.000005151228,"threshold_uncertainty_score":0.9768962},"labels":[],"label_agreement":null},{"id":"W2559831076","doi":"10.29173/alr469","title":"Timing of Canadian Project Approvals: A Survey of Major Projects","year":2016,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Order (exchange); Political science; Business; Operations research; Computer science; Engineering; Finance","score_opus":0.06601719039967102,"score_gpt":0.31032208726397104,"score_spread":0.24430489686430001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559831076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5198171,0.0059977192,0.00001832995,0.0017615148,0.0001876337,0.0038070595,0.00019826173,0.000018420744,0.46819395],"genre_scores_gemma":[0.99260527,0.005021152,0.00025606705,0.0005376977,0.000006965192,0.000038910555,0.000012696225,0.000017465072,0.0015037828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987506,0.00018651747,0.00034517978,0.00021134809,0.00023504093,0.00027129217],"domain_scores_gemma":[0.9992435,0.00015940779,0.00019139014,0.00028018386,0.000006674055,0.00011882532],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005399804,0.0001324457,0.0003525386,0.000034925262,0.000049890918,0.0000039450697,0.00024418446,0.00004812412,0.0017548432],"category_scores_gemma":[0.00015832351,0.00008389415,0.000079285215,0.00039247106,0.00023530061,0.00018107335,0.00009558957,0.000040794093,0.00019728416],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033340406,0.0006108128,0.84747136,0.0033487456,0.00025273976,0.000010166094,0.0011941111,8.98867e-7,0.017942179,0.0047238353,0.028402627,0.09600919],"study_design_scores_gemma":[0.0012554321,0.0004867201,0.66880983,0.007953135,0.00029909506,0.000018886849,0.00005985106,0.000010260035,0.0101772025,0.00020267749,0.30965275,0.0010741667],"about_ca_topic_score_codex":0.9092935,"about_ca_topic_score_gemma":0.7771684,"teacher_disagreement_score":0.47278816,"about_ca_system_score_codex":0.00013951791,"about_ca_system_score_gemma":0.000055960605,"threshold_uncertainty_score":0.99915767},"labels":[],"label_agreement":null},{"id":"W2560079969","doi":"10.1007/978-94-024-0878-2_13","title":"Community-Driven Health Impact Assessment and Asset-Based Community Development: An Innovate Path to Community Well-Being","year":2016,"lang":"en","type":"book-chapter","venue":"International handbooks of quality-of-life","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Asset (computer security); Community development; Path (computing); Business; Well-being; Community health; Economic growth; Political science; Computer science; Economics; Health care; Computer security; Computer network","score_opus":0.0957741581226753,"score_gpt":0.40789856453464823,"score_spread":0.3121244064119729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560079969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9092244,0.000028279745,0.0017440269,0.0004050472,0.00017298515,0.0005823109,0.00078825816,0.000032975862,0.08702174],"genre_scores_gemma":[0.9914722,0.000047198573,0.0038389743,0.001372077,0.00003319626,0.000016767952,0.0005352518,0.000064894244,0.0026194314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99421716,0.002099611,0.0017667157,0.00026358888,0.0012870432,0.0003658736],"domain_scores_gemma":[0.99571824,0.00089714146,0.0018342254,0.00093520386,0.00009922031,0.00051598984],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0045132544,0.0005315432,0.0011379654,0.00023984126,0.0007792625,0.000041882668,0.0014118667,0.00026914084,0.0008099147],"category_scores_gemma":[0.0001469487,0.00048109362,0.0002112109,0.000067066314,0.000863061,0.0003723671,0.0014527394,0.0015550572,0.00002332564],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020226566,0.008761072,0.7509424,0.0027880268,0.0038033768,0.0000074103036,0.05753277,0.00095752743,0.032217618,0.061073024,0.001433877,0.07846023],"study_design_scores_gemma":[0.0049907602,0.0028855493,0.9492869,0.0038190915,0.000079280435,0.000003300662,0.0025693658,0.000115944364,0.0025322083,0.026416672,0.0055513103,0.0017496417],"about_ca_topic_score_codex":0.011922874,"about_ca_topic_score_gemma":0.0022220353,"teacher_disagreement_score":0.19834447,"about_ca_system_score_codex":0.0012307216,"about_ca_system_score_gemma":0.0004463389,"threshold_uncertainty_score":0.9997641},"labels":[],"label_agreement":null},{"id":"W2562626903","doi":"10.71781/1056","title":"Évaluation de l’impact des services en téléobstétrique du RUIS McGill offerts à une population de femmes inuites avec grossesse à risque élevé habitant sur la côte de la baie d’Hudson au Nunavik","year":2016,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gynecology; Medicine; Humanities; Philosophy","score_opus":0.006636266947602834,"score_gpt":0.2168179399519829,"score_spread":0.21018167300438007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562626903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98970026,0.0011164395,0.00049071683,0.00027551988,0.00028330728,0.00054476276,0.00035959683,0.000098549564,0.00713082],"genre_scores_gemma":[0.9904894,0.0023855888,0.0015919356,0.00009343061,0.00022100414,0.00005144266,0.00057164405,0.000071208044,0.0045243236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953443,0.0014142263,0.0005653064,0.00075958873,0.00094734994,0.0009692382],"domain_scores_gemma":[0.9975286,0.0007609658,0.00062593736,0.00035181813,0.00007130608,0.0006613427],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011679175,0.0007448194,0.0005515361,0.00020369259,0.0064211288,0.0001706919,0.000560868,0.0010353051,0.00023835884],"category_scores_gemma":[0.00019113858,0.0007519201,0.0004593166,0.00039192574,0.00071187806,0.0016891877,0.00026037713,0.00054021424,0.000071649316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004032763,0.00050601596,0.7999595,0.0001993794,0.0002562288,0.00069608487,0.052947022,0.013102631,0.11774678,0.000860463,0.000030824536,0.013291815],"study_design_scores_gemma":[0.0010947274,0.00016268916,0.9621326,0.0007433651,0.00038106367,0.00051943044,0.007401345,0.0057244906,0.016795198,0.0033702361,0.00091083266,0.00076407386],"about_ca_topic_score_codex":0.61586905,"about_ca_topic_score_gemma":0.086154774,"teacher_disagreement_score":0.5297143,"about_ca_system_score_codex":0.04972596,"about_ca_system_score_gemma":0.0012653152,"threshold_uncertainty_score":0.9994932},"labels":[],"label_agreement":null},{"id":"W2567474078","doi":"10.1002/etc.3513","title":"Assessing and managing multiple risks in a changing world—The Roskilde recommendations","year":2016,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Centro de Estudos Ambientais e Marinhos, Universidade de Aveiro; Fundação para a Ciência e a Tecnologia; Ministerio de Economía y Competitividad; Federación Española de Enfermedades Raras","keywords":"Risk analysis (engineering); Business","score_opus":0.02039303681200179,"score_gpt":0.2931932249814711,"score_spread":0.2728001881694693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567474078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99387026,0.000091198264,0.00008438142,0.0028219651,0.00004437248,0.00012046398,0.000008839891,0.000014563928,0.002943934],"genre_scores_gemma":[0.99622226,0.00027759877,0.00034567286,0.00046744628,0.000034087334,0.000037716807,0.0000056704553,0.000013305877,0.0025962333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990021,0.00005833269,0.00016988147,0.00031601853,0.00010751823,0.00034614102],"domain_scores_gemma":[0.99954534,0.00015582018,0.00007068354,0.00013132262,1.8862949e-7,0.00009666358],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002170457,0.0001550409,0.00012534883,0.000036830104,0.00033447405,0.000034498724,0.00010928184,0.00008322445,0.002389361],"category_scores_gemma":[0.000013662007,0.00011013377,0.000025619505,0.00011762055,0.00057257386,0.00020413776,0.00041561676,0.00016286103,0.00004671124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007899624,0.00010437756,0.72800404,0.0000042058896,0.00001042028,0.00000898376,0.00034897006,0.00000951473,0.2274974,0.00001223598,0.00008632348,0.043905627],"study_design_scores_gemma":[0.0011658162,0.000025922907,0.96808875,0.000048259117,0.00002186435,0.000036732956,0.0023352255,0.00017162104,0.02148416,0.0013089925,0.0049776067,0.00033505412],"about_ca_topic_score_codex":0.000025292284,"about_ca_topic_score_gemma":0.000041051822,"teacher_disagreement_score":0.24008471,"about_ca_system_score_codex":0.000281903,"about_ca_system_score_gemma":0.0000020048158,"threshold_uncertainty_score":0.9985226},"labels":[],"label_agreement":null},{"id":"W2577212775","doi":"","title":"Environmental Impact Assessment for Oil and Gas Projects: A Comparative Evaluation of Canadian and Nigerian Laws","year":2016,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Law; Environmental impact assessment; Political science; Environmental science","score_opus":0.11769733908978113,"score_gpt":0.3605119853043092,"score_spread":0.24281464621452808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2577212775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99831355,0.00002499954,0.00003218521,0.00026286085,0.00004433804,0.0003638507,0.00020158879,0.000012630747,0.0007439867],"genre_scores_gemma":[0.99865377,0.00015208079,0.00012027523,0.000060672428,0.000017427976,0.000007401717,0.000019188963,0.00001725048,0.0009519497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983222,0.00025314215,0.00018471952,0.0004160284,0.0004438443,0.00038008383],"domain_scores_gemma":[0.9991577,0.00007597439,0.00016027568,0.0001996103,0.00001165033,0.00039474946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005565731,0.00023656094,0.00026689415,0.00022253078,0.00024938435,0.000060474184,0.00019625503,0.00011502123,0.00020525884],"category_scores_gemma":[0.000012224008,0.00019744028,0.000069853624,0.00016946679,0.00038874146,0.0011893043,0.00019789876,0.00010804551,0.00002119104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043175947,0.00007361004,0.97214025,0.000008775098,0.00005388258,0.0000045303095,0.00088415155,0.000007277654,0.016440837,0.0000059763443,0.0000013999094,0.0103361085],"study_design_scores_gemma":[0.0018096222,0.00028304898,0.99462956,0.000052254196,0.00010917374,0.000007805716,0.0007355117,0.0000033196718,0.0015698868,0.00012669375,0.0004223754,0.00025076486],"about_ca_topic_score_codex":0.0010117523,"about_ca_topic_score_gemma":0.05788462,"teacher_disagreement_score":0.056872863,"about_ca_system_score_codex":0.0013177209,"about_ca_system_score_gemma":0.00008224014,"threshold_uncertainty_score":0.95930654},"labels":[],"label_agreement":null},{"id":"W2581703972","doi":"10.7202/1038425ar","title":"L’environnement sous haute surveillance ? Éclairage sur plus de quarante ans d’action publique au Canada","year":2016,"lang":"fr","type":"article","venue":"Criminologie","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.11880191279209863,"score_gpt":0.30970560352054094,"score_spread":0.19090369072844232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581703972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671895,0.0006404381,0.0024473509,0.021417627,0.0025470534,0.00039994778,0.00019724379,0.00008331006,0.005077509],"genre_scores_gemma":[0.98601437,0.0025966112,0.000169607,0.0011965677,0.00029304798,0.000043250588,0.000020523918,0.000047385154,0.009618616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99613625,0.0003699226,0.0004886929,0.00073119835,0.0006218502,0.0016520764],"domain_scores_gemma":[0.99847203,0.00023110677,0.0002545731,0.0005792005,0.00001090672,0.00045216244],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004484464,0.00048796175,0.00044455598,0.000042073716,0.00048558562,0.000063524145,0.0006096909,0.00036187487,0.0030831848],"category_scores_gemma":[0.00018229893,0.00040552733,0.00015101263,0.00013624282,0.00096014637,0.0006913345,0.0004050158,0.00034107562,0.00072003104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005882572,0.0004905331,0.7351504,0.00010427608,0.00013072132,0.00034069404,0.0007852156,0.0012708969,0.026213642,0.0007255285,0.017255565,0.21747369],"study_design_scores_gemma":[0.0010659854,0.00021671287,0.92386127,0.00008002396,0.00005092765,0.000035114248,0.00084905635,0.00020118967,0.004114656,0.00052610773,0.06835775,0.000641187],"about_ca_topic_score_codex":0.852947,"about_ca_topic_score_gemma":0.8585969,"teacher_disagreement_score":0.2168325,"about_ca_system_score_codex":0.015666546,"about_ca_system_score_gemma":0.0011656149,"threshold_uncertainty_score":0.99983966},"labels":[],"label_agreement":null},{"id":"W2585402020","doi":"10.1115/ipc2016-64607","title":"Socio-Economic Effects Monitoring and Pipelines: Moving Towards a Practical and Project-Specific Framework","year":2016,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Socioeconomic status; Pipeline (software); Pipeline transport; Process (computing); Risk analysis (engineering); Computer science; Environmental planning; Environmental resource management; Engineering; Business; Environmental economics; Process management; Geography; Economics","score_opus":0.021502492915798786,"score_gpt":0.3178216586123318,"score_spread":0.296319165696533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585402020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918155,0.00007130841,0.0027544564,0.0010274063,0.00019408885,0.00023690176,0.0000023956516,0.00004247588,0.0038554608],"genre_scores_gemma":[0.98546904,0.0006507988,0.012940643,0.0000782724,0.00017357885,0.000022109069,2.726764e-7,0.000016471353,0.00064881437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905443,0.000050792998,0.00014229723,0.00031989554,0.00015688958,0.0002756733],"domain_scores_gemma":[0.9994468,0.00024651072,0.000049231847,0.000121638564,9.927925e-7,0.00013479733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001620172,0.00015143021,0.00014859095,0.000016246187,0.00015703705,0.00006687852,0.00006507563,0.0001074486,0.00037823987],"category_scores_gemma":[0.000048990205,0.00010050766,0.000028088014,0.000033556928,0.00026117513,0.0005069708,0.00028240477,0.00010668807,0.00018376262],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028365228,0.000096138116,0.8183685,0.000018826402,0.000027520835,0.00001706878,0.0013868723,0.0000011737868,0.037253756,0.001049519,0.0010350234,0.14071724],"study_design_scores_gemma":[0.0008617281,0.00020293806,0.97684056,0.00011043495,0.000025723968,0.00002567719,0.0016300323,0.000053344673,0.008404174,0.007108734,0.0042348914,0.000501782],"about_ca_topic_score_codex":0.00020553442,"about_ca_topic_score_gemma":0.000005144372,"teacher_disagreement_score":0.15847205,"about_ca_system_score_codex":0.00029021394,"about_ca_system_score_gemma":0.000012423397,"threshold_uncertainty_score":0.41414613},"labels":[],"label_agreement":null},{"id":"W2586734545","doi":"10.17975/sfj-2016-007","title":"Environmental Analysis of Toronto Neighbourhoods","year":2016,"lang":"en","type":"article","venue":"STEM Fellowship Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pollutant; Christian ministry; Environmental science; Environmental planning; Pollution; Air pollution; Environmental pollution; Environmental resource management; Environmental protection; Environmental engineering; Political science","score_opus":0.011175135661511676,"score_gpt":0.25304666416345567,"score_spread":0.241871528501944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586734545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789287,0.00017314592,0.00082146795,0.00011976044,0.00020166794,0.00008183704,0.000037221507,0.000011819394,0.019624367],"genre_scores_gemma":[0.99636805,0.00038159278,0.00023807492,0.00009562508,0.0000726294,0.000002845515,0.0000019813463,0.000017122393,0.0028220508],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816436,0.0001387492,0.00043781623,0.00022666775,0.0006502217,0.00038218597],"domain_scores_gemma":[0.99908656,0.0000690815,0.0002939784,0.00024873964,0.0000021902729,0.00029943572],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040293921,0.00018604643,0.00033176396,0.0000390208,0.00016857301,0.00002719487,0.00034317377,0.00008615327,0.035438664],"category_scores_gemma":[0.0000071953077,0.000120895966,0.0003613841,0.00014622041,0.00026589722,0.0006269457,0.00017008744,0.0001010419,0.0002464007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029363766,0.00019690544,0.8457922,0.0000013271016,0.00053955574,0.000013147452,0.00064532785,0.000054043823,0.0983953,0.000040015828,0.00044091436,0.053851925],"study_design_scores_gemma":[0.0005645959,0.00016412922,0.9918083,0.000014158903,0.0004776468,0.000017241255,0.000790619,0.000045177305,0.0035239537,0.00023475375,0.0021265047,0.00023291494],"about_ca_topic_score_codex":0.0002345315,"about_ca_topic_score_gemma":0.00027009728,"teacher_disagreement_score":0.14601614,"about_ca_system_score_codex":0.00095193664,"about_ca_system_score_gemma":0.000009177088,"threshold_uncertainty_score":0.9654431},"labels":[],"label_agreement":null},{"id":"W2587072002","doi":"10.5751/es-03623-150430","title":"The Use of Impact Assessment Tools to Support Sustainable Policy Objectives in Europe","year":2010,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental resource management; Impact assessment; Environmental planning; Business; Geography; Political science; Environmental science; Public administration","score_opus":0.014515946421037285,"score_gpt":0.31922881821038496,"score_spread":0.3047128717893477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587072002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930882,0.0000015208161,0.000011562378,0.00061085174,0.00005853924,0.0002502548,0.0000068485556,0.0000062362624,0.0059659895],"genre_scores_gemma":[0.995916,0.00007482698,0.0006633971,0.0005994957,0.000024243607,0.000019266843,0.0000028960208,0.000007133808,0.0026927323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999136,0.000077180506,0.00015201049,0.00016315756,0.00011176892,0.00035992643],"domain_scores_gemma":[0.9994931,0.00020563416,0.000055838973,0.00013567499,0.000007442918,0.00010228952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042241137,0.00009716229,0.00013389956,0.000012422083,0.00028232308,0.00004580772,0.0001278375,0.00009230405,0.00038217372],"category_scores_gemma":[0.00013617476,0.000068023386,0.000059182774,0.00024329791,0.00040251837,0.00031905225,0.00031453327,0.0002381174,0.0000176648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009132443,0.00012100402,0.98454285,0.000002566905,0.00001968269,0.00000386028,0.0027997396,0.00012730838,0.006283928,0.0011625439,0.0029946098,0.0019327635],"study_design_scores_gemma":[0.00019009179,0.00022516308,0.9898299,6.6802824e-7,0.000004034047,0.0000020674436,0.0012801548,0.000039718885,0.00012577116,0.00038984552,0.007837622,0.00007499292],"about_ca_topic_score_codex":0.0009487637,"about_ca_topic_score_gemma":0.00072173204,"teacher_disagreement_score":0.006158157,"about_ca_system_score_codex":0.00022221227,"about_ca_system_score_gemma":0.00008001909,"threshold_uncertainty_score":0.41845343},"labels":[],"label_agreement":null},{"id":"W2588320108","doi":"10.1504/ijep.1997.028160","title":"An administrative innovation approach to environmental committee development","year":2014,"lang":"en","type":"article","venue":"International Journal of Environment and Pollution","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Prosperity; Corporate governance; Environmental governance; Audit; Environmental audit; Business; Order (exchange); Environmental pollution; Environmental resource management; Environmental planning; Accounting; Economics; Environmental protection; Economic growth; Finance","score_opus":0.021527708420240356,"score_gpt":0.2887890392825412,"score_spread":0.2672613308623008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588320108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9724044,0.0000140512275,0.02284719,0.00040071443,0.00019878194,0.00012595733,0.0000088635325,0.000006578994,0.003993425],"genre_scores_gemma":[0.98672646,0.000031864478,0.012060104,0.0007597185,0.00017944466,0.000006122172,0.00003354219,0.000012077265,0.00019067271],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841684,0.00009323297,0.0004472785,0.00019332266,0.00068290986,0.00016642977],"domain_scores_gemma":[0.99942625,0.000014300859,0.000282616,0.000102418315,0.0000049392165,0.0001695086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004755814,0.00015906947,0.0001487001,0.00010652149,0.000121937795,0.00005324397,0.0002854869,0.00006464516,0.00033576833],"category_scores_gemma":[0.000015303824,0.00014466651,0.000037296315,0.00006641709,0.00013512131,0.00052140304,0.00012671876,0.00013291025,0.00009992682],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004901205,0.0034584554,0.41641533,0.000005858068,0.00029850978,0.000013922076,0.00946977,0.009663779,0.27694985,0.0029337443,0.0025364878,0.27776414],"study_design_scores_gemma":[0.0009202709,0.0005930809,0.92288226,0.000011022196,0.000023117631,0.00005181479,0.00064716255,0.0005022714,0.00638156,0.0007219198,0.06696642,0.00029907734],"about_ca_topic_score_codex":0.000009783769,"about_ca_topic_score_gemma":0.0000018318176,"teacher_disagreement_score":0.5064669,"about_ca_system_score_codex":0.00045126627,"about_ca_system_score_gemma":0.000008721296,"threshold_uncertainty_score":0.5899329},"labels":[],"label_agreement":null},{"id":"W2588406881","doi":"10.1007/s10661-017-5823-8","title":"Aquatic monitoring programs conducted during environmental impact assessments in Canada: preliminary assessment before and after weakened environmental regulation","year":2017,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental impact assessment; Aquatic ecosystem; Environmental monitoring; Legislation; Environmental resource management; Agency (philosophy); Aquatic environment; Rigour; Environmental planning; Government (linguistics); Transparency (behavior); Business; Environmental protection; Environmental science; Political science; Ecology; Environmental engineering; Biology","score_opus":0.011702697204704236,"score_gpt":0.284914778200361,"score_spread":0.27321208099565675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588406881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997283,0.00023003358,0.0000146559,0.000105590385,0.00059284753,0.0012300358,0.000112337104,0.00004403739,0.00038745507],"genre_scores_gemma":[0.99575603,0.00070849183,0.0021962358,0.000015946905,0.00023531841,0.00041385452,0.00012060701,0.00012376772,0.000429768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99459636,0.0002478134,0.00091297243,0.0014130016,0.0015438205,0.0012860546],"domain_scores_gemma":[0.99761164,0.00006415733,0.0006313879,0.0009708409,0.000001126928,0.0007208473],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004201757,0.0009885767,0.00075199123,0.00011006233,0.0014407707,0.00042120373,0.00055424805,0.00021446377,0.00061694486],"category_scores_gemma":[0.000006716072,0.0009864982,0.00015761032,0.0000735354,0.00073658716,0.0018107365,0.001618437,0.00086853,0.00002962053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105776126,0.0005959052,0.92667025,0.000026326934,0.000111821144,0.0001559602,0.0003772364,0.00011848369,0.03828685,0.0000011555331,0.0000031484597,0.03354708],"study_design_scores_gemma":[0.002393918,0.00051293167,0.9902571,0.00017955322,0.000106388536,0.000051249106,0.0023263008,0.0010108775,0.0021089257,0.00009184093,0.000048531205,0.00091241254],"about_ca_topic_score_codex":0.07865525,"about_ca_topic_score_gemma":0.0116418805,"teacher_disagreement_score":0.06701337,"about_ca_system_score_codex":0.009427481,"about_ca_system_score_gemma":0.00012014579,"threshold_uncertainty_score":0.9998592},"labels":[],"label_agreement":null},{"id":"W2592294630","doi":"10.1139/cjce-2016-0573","title":"Insights into the challenges of risk characterization using drinking water safety plans","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"Government of Canada","keywords":"Risk assessment; Water safety; Risk analysis (engineering); Robustness (evolution); Key (lock); Warrant; Computer science; Environmental health; Environmental planning; Business; Environmental science; Computer security; Water quality; Medicine","score_opus":0.011477749872450736,"score_gpt":0.20837516391797545,"score_spread":0.19689741404552472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592294630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99673826,0.00009660375,0.0015868816,0.00015423562,0.00032171188,0.000041317322,0.000003307389,0.0000019508327,0.0010557289],"genre_scores_gemma":[0.99959517,0.00018137762,0.000086293476,0.00001286413,0.000102817314,3.5410775e-7,0.0000011390829,0.000011896762,0.000008074563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937254,0.000022182927,0.00020927074,0.00006446245,0.00015579697,0.00017573326],"domain_scores_gemma":[0.99943656,0.000016350268,0.00020244159,0.00016119475,0.0000061704113,0.00017726969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018928693,0.000088148685,0.00013052204,0.000045297387,0.00038150427,0.0000467919,0.0003127701,0.000044579254,0.00014767535],"category_scores_gemma":[0.000040457428,0.000058969832,0.000053013955,0.000020881498,0.00009422928,0.00041441727,0.00004520933,0.00015562878,0.000004601287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020098285,0.00003956254,0.41678345,0.000043221025,0.00020173896,0.00011289587,0.06850173,0.119733155,0.37781093,0.0006916942,0.000016261733,0.016045274],"study_design_scores_gemma":[0.00018790849,0.000028534088,0.98964614,0.00009663867,0.00003029755,0.000011630631,0.00030886268,0.002609294,0.0044696624,0.00030478084,0.0021784164,0.00012782998],"about_ca_topic_score_codex":0.0033794781,"about_ca_topic_score_gemma":0.109517924,"teacher_disagreement_score":0.5728627,"about_ca_system_score_codex":0.00023511499,"about_ca_system_score_gemma":0.000023331248,"threshold_uncertainty_score":0.90673107},"labels":[],"label_agreement":null},{"id":"W2592831766","doi":"","title":"ABORIGINAL PARTICIPATION IN ENVIRONMENTAL ASSESSMENTS FOR NATURAL RESOURCE DEVELOPMENT","year":2016,"lang":"en","type":"dissertation","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural resource; Environmental planning; Natural (archaeology); Environmental resource management; Natural resource management; Resource (disambiguation); Geography; Environmental science; Political science; Computer science; Archaeology","score_opus":0.006286898364862626,"score_gpt":0.21989777239545388,"score_spread":0.21361087403059126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592831766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930164,0.0000394269,0.00039664668,0.00012741997,0.00019368735,0.0008046939,0.0005682877,0.000071400485,0.0047820006],"genre_scores_gemma":[0.87959117,0.00014703075,0.007079895,0.000023231385,0.000026652016,1.5180507e-7,0.0016299214,0.000046627505,0.11145534],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971408,0.00020048908,0.00035121292,0.00089020154,0.00074976793,0.00066749763],"domain_scores_gemma":[0.99823785,0.0001451254,0.0008401622,0.0004337446,0.000016348582,0.00032675115],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002019198,0.0005486753,0.00082191196,0.00038666965,0.00058999384,0.00001657006,0.0012356681,0.0005737877,0.003627656],"category_scores_gemma":[0.0000028767533,0.00074821885,0.00041365673,0.0004280402,0.00069033314,0.002049134,0.0003472489,0.00044223046,0.00010510054],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009747488,0.0035614404,0.22129624,0.00082659104,0.0011631176,0.0005364083,0.6738434,0.00023656746,0.029400865,0.00002662342,0.0028366912,0.05652461],"study_design_scores_gemma":[0.0042878943,0.00030640326,0.20672178,0.00036759803,0.00031205072,0.000001398006,0.74639463,0.00006567744,0.0030746332,0.00011980042,0.03733122,0.0010169164],"about_ca_topic_score_codex":0.0057350076,"about_ca_topic_score_gemma":0.01716976,"teacher_disagreement_score":0.11342529,"about_ca_system_score_codex":0.0012060115,"about_ca_system_score_gemma":0.00049007003,"threshold_uncertainty_score":0.9994969},"labels":[],"label_agreement":null},{"id":"W2593195884","doi":"10.5751/es-09051-220128","title":"Improving participatory resilience assessment by cross-fertilizing the Resilience Alliance and Transition Movement approaches","year":2017,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vetenskapsrådet; Svenska Forskningsrådet Formas; Stiftelsen för Miljöstrategisk Forskning","keywords":"Resilience (materials science); Alliance; Citizen journalism; Movement (music); Environmental resource management; Psychological resilience; Climate change; Political science; Ecology; Environmental planning; Geography; Environmental science; Psychology; Biology; Social psychology; Physics","score_opus":0.032422275266918175,"score_gpt":0.30814844208804587,"score_spread":0.2757261668211277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593195884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958267,0.00012937779,0.00059066986,0.0011517882,0.00008063918,0.00023687408,0.0000061792666,0.000013564936,0.0019641838],"genre_scores_gemma":[0.99715954,0.00039477134,0.00063751056,0.0012692352,0.000022541792,0.00006121001,0.000002386852,0.0000071707636,0.00044565523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998853,0.00008419716,0.00016489296,0.00037038096,0.00018944571,0.00033804978],"domain_scores_gemma":[0.99943477,0.00006489832,0.0001381048,0.0002578811,0.0000023999896,0.000101931255],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006733673,0.0001371003,0.00013222882,0.0000020172586,0.0024132978,0.00015759334,0.00024853394,0.000112651906,0.00011313197],"category_scores_gemma":[0.000021045691,0.00010558827,0.000048624748,0.000021746984,0.0018978224,0.00051142904,0.00029359543,0.00020923877,0.0000066766893],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000108922295,0.00011403198,0.9694424,0.000016348307,0.000023328657,0.0000019157499,0.004320615,0.0002096772,0.018255424,0.00016895041,0.00081028446,0.006626099],"study_design_scores_gemma":[0.00029517518,0.000071196315,0.9891604,0.000004687806,0.00001632979,0.0000010401184,0.0019607507,0.0068424046,0.00075988704,0.0005851991,0.00017148178,0.00013141459],"about_ca_topic_score_codex":0.00021468381,"about_ca_topic_score_gemma":0.00012222219,"teacher_disagreement_score":0.019718,"about_ca_system_score_codex":0.0001490098,"about_ca_system_score_gemma":0.0000129864,"threshold_uncertainty_score":0.99888545},"labels":[],"label_agreement":null},{"id":"W2594152255","doi":"10.1002/ieam.1874","title":"Challenges with the use of normal ranges in environmental monitoring","year":2017,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Golder Associates (Canada)","funders":"","keywords":"Library science; Citation; Media studies; Operations research; Political science; Sociology; Management; Engineering; Computer science; Economics","score_opus":0.03953980953938276,"score_gpt":0.27748454020297,"score_spread":0.2379447306635872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594152255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99093395,0.00017074391,0.00008905181,0.00076691055,0.00009799539,0.00070912874,0.000025763045,0.000017566384,0.007188868],"genre_scores_gemma":[0.9899537,0.006880046,0.0020458861,0.00007215274,0.000023689698,0.000119947756,0.000017537639,0.000033501332,0.0008535126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798816,0.000102760234,0.00031806354,0.00051879993,0.0006225124,0.0004496943],"domain_scores_gemma":[0.9988749,0.00005144896,0.00029095303,0.0006611752,7.6632784e-7,0.00012074634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027240938,0.00037122655,0.00030369105,0.00005677213,0.00049485214,0.0001478059,0.0005146764,0.00008581209,0.00039074177],"category_scores_gemma":[0.0000021506464,0.00025246324,0.00006914723,0.00004558581,0.0010124443,0.00095398864,0.00089090015,0.000275235,0.000032126998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086878645,0.0005344924,0.8736355,0.00002218159,0.00013178392,0.00006619613,0.0006988604,0.0003783093,0.005832239,0.00012130991,0.00012633335,0.11836593],"study_design_scores_gemma":[0.0010831116,0.00020676124,0.9852999,0.00006522451,0.00006820602,0.0000065764007,0.0036434117,0.00018979066,0.0010345796,0.000043088392,0.008052299,0.00030708217],"about_ca_topic_score_codex":0.00035960894,"about_ca_topic_score_gemma":0.0002146332,"teacher_disagreement_score":0.11805885,"about_ca_system_score_codex":0.00047035402,"about_ca_system_score_gemma":0.0000037821324,"threshold_uncertainty_score":0.9999928},"labels":[],"label_agreement":null},{"id":"W2594722611","doi":"10.1111/capa.12209","title":"Policy design: From tools to patches","year":2017,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Computer science","score_opus":0.062277856768991904,"score_gpt":0.3119245844581366,"score_spread":0.2496467276891447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594722611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8900959,0.0000021767287,0.0012561791,0.067924865,0.0001893632,0.00038682623,0.00016736651,0.00002586084,0.03995148],"genre_scores_gemma":[0.994434,0.0000023760276,0.0013722624,0.0019716104,0.00018269362,0.000029442024,0.00006187533,0.000011696743,0.0019340387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905777,0.000034508063,0.00012477238,0.00023281244,0.0001943274,0.00035580253],"domain_scores_gemma":[0.99855083,0.000020723306,0.00007368842,0.00040421062,0.0000036724944,0.0009468438],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012665319,0.00011232541,0.00008846745,0.000038963983,0.0007756368,0.0006997264,0.0004174276,0.00008277174,0.0021134652],"category_scores_gemma":[0.00026160188,0.00011904162,0.000030195912,0.00006539716,0.000119483695,0.00097520987,0.00007408073,0.00006722413,0.0011737318],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030298674,0.00016897333,0.639522,0.0000030852505,0.0000556676,0.00011372872,0.0011973173,0.000018456889,0.0091369515,0.0104810465,0.038028106,0.30124432],"study_design_scores_gemma":[0.00015800114,0.000118956494,0.92816824,0.0000039046276,0.0000057398574,0.0000017898232,0.00017727981,0.00004960635,0.0013651403,0.002718753,0.06698826,0.00024433577],"about_ca_topic_score_codex":0.09099963,"about_ca_topic_score_gemma":0.50636995,"teacher_disagreement_score":0.41537032,"about_ca_system_score_codex":0.0007998931,"about_ca_system_score_gemma":0.00036903154,"threshold_uncertainty_score":0.999604},"labels":[],"label_agreement":null},{"id":"W2595569428","doi":"10.55016/ojs/sppp.v9i1.42606","title":"From Impact Assessment to the Policy Cycle: Drawing Lessons from the EU’S Better-Regulation Agenda","year":2016,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Impact assessment; Public administration","score_opus":0.038880291141815314,"score_gpt":0.36991987536134635,"score_spread":0.33103958421953106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595569428","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44210374,0.000013531105,0.0026985407,0.5445536,0.00007774335,0.0004872722,0.00067813206,0.0000543988,0.009333044],"genre_scores_gemma":[0.98703545,0.00002784377,0.00050384545,0.009158398,0.0012870629,0.00018913421,0.000102097765,0.00003541338,0.0016607787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969474,0.0005855175,0.00049120764,0.00042240106,0.0008710315,0.00068244484],"domain_scores_gemma":[0.99686664,0.00069506816,0.00036285573,0.0016239072,0.00003208619,0.0004194113],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010356498,0.0002849227,0.00022843186,0.00012379388,0.0010453637,0.00042714848,0.002065065,0.00010169667,0.0053976304],"category_scores_gemma":[0.00092917064,0.0001263775,0.00022638698,0.0014083863,0.0005744224,0.0012108128,0.00092245627,0.00027206528,0.0011644874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015309673,0.0005727021,0.44718227,0.0000018553849,0.00056208554,3.5705574e-7,0.0052399067,0.0004932098,0.06726657,0.023145432,0.29509145,0.16042885],"study_design_scores_gemma":[0.0002714259,0.00002585905,0.9182128,0.000010070559,0.000034261302,9.669405e-7,0.00036010347,0.00007187792,0.00019688369,0.016853618,0.0637964,0.0001657929],"about_ca_topic_score_codex":0.052143075,"about_ca_topic_score_gemma":0.001564163,"teacher_disagreement_score":0.5449317,"about_ca_system_score_codex":0.001584709,"about_ca_system_score_gemma":0.00043782438,"threshold_uncertainty_score":0.9996132},"labels":[],"label_agreement":null},{"id":"W2596316091","doi":"10.47339/ephj.2014.161","title":"A study of indoor air quality investigations in B.C health authorities","year":2014,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"British Columbia Institute of Technology","keywords":"Indoor air quality; Environmental health; Public health; Radon; Environmental science; Environmental engineering; Medicine","score_opus":0.0752939402258537,"score_gpt":0.36104245743309743,"score_spread":0.2857485172072437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596316091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918113,0.000061654224,0.0003108628,0.005728678,0.000187996,0.00062870356,0.00002363907,0.000020560103,0.0012266267],"genre_scores_gemma":[0.9958564,0.00012946891,0.0008853844,0.0027324925,0.00008167269,0.000027363627,0.000016390288,0.000028314675,0.00024251231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99432737,0.0017984172,0.0015068414,0.00038216996,0.0011266635,0.00085856975],"domain_scores_gemma":[0.99765706,0.00010947068,0.00091896567,0.00031864716,0.0000021931012,0.0009936602],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0045348275,0.0002711176,0.000571777,0.00015326287,0.0006158224,0.0000516564,0.00041840356,0.00008953755,0.0010403724],"category_scores_gemma":[0.00011186521,0.0002633821,0.00010101816,0.00031395032,0.00042026056,0.0007913664,0.00030351826,0.0006319105,0.00009311829],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010857127,0.0026826095,0.9666106,0.000026517853,0.0000215234,0.0000034787738,0.009859528,0.0004092546,0.00019186677,0.0001379056,0.000690298,0.019355578],"study_design_scores_gemma":[0.0017474114,0.0011019098,0.97410035,0.000028090415,0.0000027734611,0.000024167444,0.015483886,0.00007379089,0.0000128940965,0.0007606498,0.0064458204,0.00021824439],"about_ca_topic_score_codex":0.0031842657,"about_ca_topic_score_gemma":0.0009171736,"teacher_disagreement_score":0.019137334,"about_ca_system_score_codex":0.00234703,"about_ca_system_score_gemma":0.00013472923,"threshold_uncertainty_score":0.9999818},"labels":[],"label_agreement":null},{"id":"W2597347602","doi":"","title":"The Canadian Federal Environmental Assessment Framework, as illustrated by the Canadian Environmental Assessment Agency and the National Energy Board","year":2016,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Environmental impact assessment; Energy (signal processing); Environmental resource management; Political science; Environmental protection; Environmental planning; Environmental science; Sociology; Law; Statistics; Mathematics; Social science","score_opus":0.010195636347667474,"score_gpt":0.22979849496418248,"score_spread":0.219602858616515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597347602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9514528,0.00005069097,0.00026157615,0.015500329,0.00033465266,0.00067431235,0.00034932143,0.000039661867,0.031336654],"genre_scores_gemma":[0.97521096,0.00038370193,0.00005123623,0.002911067,0.00009162545,0.000015009564,0.000058429032,0.00004853114,0.021229435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99605584,0.00059368514,0.0003515768,0.0006806743,0.0012799669,0.0010382724],"domain_scores_gemma":[0.99808264,0.00037261538,0.00024560676,0.00044486538,0.000006212685,0.000848076],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006728015,0.0004923255,0.00028351432,0.000091319285,0.00452846,0.0006267184,0.0011830257,0.00029765884,0.0009203708],"category_scores_gemma":[0.000017291599,0.00028413747,0.00016383533,0.00017516507,0.0023657447,0.00075809105,0.000582365,0.00056826783,0.00024698587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007356154,0.00014792623,0.97988653,0.0000028602003,0.0002583968,0.00008400572,0.001306329,0.00004915527,0.002151354,0.005623456,0.0017719958,0.008644422],"study_design_scores_gemma":[0.0020889305,0.00015321067,0.76591575,0.000027602944,0.000084605344,0.000039891427,0.001681231,0.000076571625,0.00012143447,0.0012700683,0.22786357,0.00067717244],"about_ca_topic_score_codex":0.36847737,"about_ca_topic_score_gemma":0.8656381,"teacher_disagreement_score":0.4971607,"about_ca_system_score_codex":0.007148347,"about_ca_system_score_gemma":0.00033633198,"threshold_uncertainty_score":0.9999929},"labels":[],"label_agreement":null},{"id":"W2598023682","doi":"","title":"Reducing Uncertainties in Managing in British Columbia Waters: Applying an Adaptive Management Mindset on the South, Central and North Coasts","year":2016,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mindset; Environmental resource management; Adaptive management; Geography; Oceanography; Environmental planning; Environmental science; Fishery; Environmental protection; Geology; Computer science","score_opus":0.016815198872929652,"score_gpt":0.20222189314026517,"score_spread":0.18540669426733553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598023682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972826,0.0000027392964,0.00007964624,0.00013834852,0.0000750892,0.00047200962,0.000027615979,0.000029046227,0.0018928533],"genre_scores_gemma":[0.99533296,0.000064771506,0.0000421891,0.00013318131,0.000019480549,0.0000053572066,0.000007121111,0.00002228374,0.004372635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820364,0.0001786413,0.00020201204,0.00052925287,0.00031948838,0.0005669421],"domain_scores_gemma":[0.9994597,0.000052107822,0.00010779278,0.00022795715,0.0000026067187,0.00014982185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019456542,0.00018124717,0.00019758352,0.00007531815,0.00024245915,0.00020694574,0.00040240516,0.00006813605,0.00007878576],"category_scores_gemma":[0.000003951978,0.00019091916,0.00004155035,0.00023614138,0.0002796898,0.0008551742,0.0005265534,0.00017855222,0.000026624532],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003929418,0.00008923193,0.9861243,0.000009713686,0.000016098538,0.0001948014,0.0036922279,0.0004672703,0.00009843537,0.000011221919,0.000010393233,0.009247021],"study_design_scores_gemma":[0.0009143845,0.00012402941,0.9862184,0.00028979912,0.000015911528,0.0000037242778,0.011576984,0.000051274405,0.00002496948,0.000055272176,0.00043743665,0.0002878207],"about_ca_topic_score_codex":0.012404662,"about_ca_topic_score_gemma":0.23170823,"teacher_disagreement_score":0.21930356,"about_ca_system_score_codex":0.000745648,"about_ca_system_score_gemma":0.0000063653365,"threshold_uncertainty_score":0.9941718},"labels":[],"label_agreement":null},{"id":"W2600544451","doi":"","title":"Taking into account of the environment in free-trade agreement impact assessments [Prise en compte de l'environnement dans l'évaluation des impacts des traités de libre-échange]","year":2016,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic impact analysis; Impact assessment; Environmental impact assessment; Sustainability; European union; Externality; Valuation (finance); Consumption (sociology); Economics; Natural resource economics; Business; International trade; Political science","score_opus":0.0462084209337782,"score_gpt":0.3585915256653471,"score_spread":0.3123831047315689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600544451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98666006,0.00050647004,0.00023419438,0.0012239518,0.00025224767,0.0020501185,0.00024393595,0.000012711912,0.008816328],"genre_scores_gemma":[0.9707292,0.022419693,0.0052822717,0.00009875623,0.0001400998,0.0004000254,0.00003603834,0.00011186232,0.0007820995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99103045,0.0025799067,0.0014625209,0.0012378691,0.0013418022,0.002347443],"domain_scores_gemma":[0.9962931,0.0006521967,0.0008755258,0.0015161898,0.000010726835,0.0006522157],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00656202,0.00083557126,0.0008898624,0.00029224137,0.00059109816,0.00019744171,0.0022178644,0.000718893,0.0025660356],"category_scores_gemma":[0.00033836524,0.00071852276,0.0004643724,0.00026665165,0.0031756111,0.00074831786,0.003893888,0.0015771589,0.000046811234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008702647,0.0011813401,0.6233159,0.00015642698,0.00018204948,0.000020331883,0.010394515,0.036772057,0.05864946,0.000066712135,0.00001323283,0.26916096],"study_design_scores_gemma":[0.0018803289,0.00046562564,0.9671633,0.0011829032,0.00006698792,0.000013216935,0.003907829,0.004545469,0.004928685,0.014702801,0.0004926515,0.0006501546],"about_ca_topic_score_codex":0.012087259,"about_ca_topic_score_gemma":0.008451008,"teacher_disagreement_score":0.34384745,"about_ca_system_score_codex":0.045360494,"about_ca_system_score_gemma":0.0006218599,"threshold_uncertainty_score":0.99953717},"labels":[],"label_agreement":null},{"id":"W2600849668","doi":"10.3390/ijerph14030315","title":"Monitoring of Selected Health Indicators in Children Living in a Copper Mine Development Area in Northwestern Zambia","year":2017,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"First Quantum Minerals","keywords":"Malaria; Environmental health; Public health; Cross-sectional study; Malnutrition; Epidemiology; Geography; Odds ratio; Health impact assessment; Medicine; Nursing","score_opus":0.051393146803522576,"score_gpt":0.38404377085919117,"score_spread":0.3326506240556686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600849668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99802816,0.0002392676,0.000004393157,0.001260232,0.000074653624,0.00022834248,0.000012873655,0.000001389561,0.00015066407],"genre_scores_gemma":[0.9976115,0.001890652,0.000316152,0.00006556166,0.000039886472,0.000007446887,0.0000069352795,0.0000115590365,0.000050282182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99691814,0.00026259306,0.00079241017,0.00022061,0.0012316952,0.0005745334],"domain_scores_gemma":[0.99883807,0.00009854048,0.0005284746,0.00013566445,0.0000080831815,0.00039115327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026962932,0.0001290137,0.00029406277,0.000643612,0.00016465754,0.00008804432,0.00061792793,0.00006098273,0.00017197106],"category_scores_gemma":[0.00014439897,0.00012379076,0.000028750272,0.00022563199,0.0003213435,0.00067748665,0.00050494116,0.00053728564,0.000006075191],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002714674,0.0009967557,0.9415039,0.000005393535,0.000019843172,0.000016212036,0.0027712178,0.000014769322,0.00024332482,0.0000019640572,0.000012948788,0.05438652],"study_design_scores_gemma":[0.00087617466,0.00026348128,0.997214,0.0002284529,3.2010942e-7,0.000020512805,0.001094901,0.000011248933,0.000069529124,0.00003086873,0.00010842975,0.00008208625],"about_ca_topic_score_codex":0.0054545063,"about_ca_topic_score_gemma":0.0038130642,"teacher_disagreement_score":0.05571009,"about_ca_system_score_codex":0.0026225222,"about_ca_system_score_gemma":0.00027994814,"threshold_uncertainty_score":0.8245618},"labels":[],"label_agreement":null},{"id":"W2603209419","doi":"10.1177/1757975916677026","title":"L’analyse de contribution pour évaluer l’impact de la démarche ÉIS sur les processus décisionnels municipaux : un choix méthodologique intéressant ?","year":2017,"lang":"fr","type":"article","venue":"Global Health Promotion","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; École Nationale d'Administration Publique; Santé Montérégie; Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.08553568668614568,"score_gpt":0.4393424211179327,"score_spread":0.353806734431787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603209419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531223,0.0015287644,0.026829425,0.015314299,0.00036888776,0.000989671,0.00045720383,0.000065993,0.0013234216],"genre_scores_gemma":[0.9908666,0.0035717082,0.004212182,0.00039525863,0.0002872843,0.00005812029,0.000071374816,0.000028433555,0.00050901575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99127823,0.005213251,0.0006520086,0.0006241223,0.0006347746,0.0015976144],"domain_scores_gemma":[0.99721944,0.00028477286,0.00089615665,0.0006310952,0.000046565438,0.0009219857],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008071356,0.00045627242,0.00057177246,0.000039563012,0.0024514794,0.00030432374,0.00077013246,0.00067980995,0.0013546584],"category_scores_gemma":[0.0019381676,0.0004257465,0.00025921955,0.00020161294,0.0009878223,0.0009615865,0.0005481739,0.0008401348,0.00027511342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015569909,0.0022447205,0.60329396,0.00020701376,0.00012755513,0.00005662506,0.0011757934,0.0020691634,0.0016656682,0.0007936895,0.0017519544,0.38645816],"study_design_scores_gemma":[0.0013119031,0.0008654601,0.96044904,0.00038702303,0.00009678024,0.00009937065,0.00046754914,0.004758271,0.0007890066,0.029825583,0.00059239735,0.00035763596],"about_ca_topic_score_codex":0.061794687,"about_ca_topic_score_gemma":0.0028781416,"teacher_disagreement_score":0.38610053,"about_ca_system_score_codex":0.011341588,"about_ca_system_score_gemma":0.0009615175,"threshold_uncertainty_score":0.99981946},"labels":[],"label_agreement":null},{"id":"W2604130234","doi":"10.5555/arwg.10.1.062342l733657012","title":"The Corridor: Using GIS to Propose Satisfactory Transportation Paths between the West Bank and the Gaza Strip","year":2011,"lang":"en","type":"article","venue":"Arab world geographer","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gaza strip; West bank; Negotiation; Christian ministry; Flexibility (engineering); Connection (principal bundle); Computer science; Palestine; Operations research; Transport engineering; Business; Mathematics; Engineering; Political science; Statistics","score_opus":0.019238267161165293,"score_gpt":0.24478789360766734,"score_spread":0.22554962644650206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604130234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99388397,0.00012592108,0.00009460406,0.0005272945,0.0001279899,0.0006462214,0.000021420805,0.000019203526,0.0045533488],"genre_scores_gemma":[0.9985769,0.00007651117,0.00018741004,0.0005384007,0.00004410722,0.000033506672,0.000004491996,0.000015901232,0.0005228204],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987683,0.0001591344,0.00021652627,0.00022119957,0.00032599762,0.00030883582],"domain_scores_gemma":[0.99937767,0.0001350277,0.00009782002,0.00027866723,0.0000035292817,0.00010726178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044301178,0.00016358294,0.000129861,0.000019000687,0.00082619704,0.00006606738,0.00027952754,0.00003528001,0.00077913376],"category_scores_gemma":[0.000008087,0.00007862897,0.00008765369,0.0003186587,0.00087007676,0.00018166732,0.000065016044,0.00017720522,0.00007569395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031018142,0.000023499933,0.98157924,0.0000012319564,0.00003287453,0.0000013411785,0.0030644815,0.000017887121,0.00015158932,0.00011320258,0.00027559546,0.014708016],"study_design_scores_gemma":[0.00033819646,0.00003380186,0.9947069,0.000007911746,0.00006768855,4.8157517e-7,0.0007019434,0.000020781657,0.00010282486,0.001366173,0.0025261606,0.00012711574],"about_ca_topic_score_codex":0.0049173282,"about_ca_topic_score_gemma":0.006538009,"teacher_disagreement_score":0.0145809,"about_ca_system_score_codex":0.000046260713,"about_ca_system_score_gemma":0.0000057393113,"threshold_uncertainty_score":0.85309684},"labels":[],"label_agreement":null},{"id":"W2605199239","doi":"10.1080/07011784.2017.1292151","title":"Institutional arrangements for assessing and managing cumulative effects on watersheds: Lessons from the Grand River watershed, Ontario, Canada","year":2017,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Global Institute for Water Security","funders":"Social Sciences and Humanities Research Council of Canada; Government of Ontario; Ministry of Natural Resources","keywords":"Watershed; Corporate governance; Mandate; Context (archaeology); Cumulative effects; Watershed management; Environmental planning; Political science; Environmental resource management; Business; Public administration; Geography; Economics; Finance; Ecology","score_opus":0.022073663090346526,"score_gpt":0.2436516840945346,"score_spread":0.22157802100418808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605199239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991695,0.0000885625,0.00003095247,0.0049417512,0.00037486883,0.00041420734,0.00010574019,0.000010231677,0.0023386804],"genre_scores_gemma":[0.99645925,0.00005801086,0.0002128137,0.0013830706,0.0003404495,0.000032346114,0.000056399964,0.00004116855,0.0014164958],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766,0.00016675222,0.0003254781,0.00048582206,0.00026847006,0.0010935172],"domain_scores_gemma":[0.99816227,0.00013736918,0.00022485928,0.0004092653,0.000023089307,0.0010431632],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004527607,0.00038031256,0.00034442,0.00007673677,0.006006046,0.0011137407,0.00081538863,0.00011059095,0.00026835993],"category_scores_gemma":[0.00007558403,0.00025359725,0.00011315701,0.000034777928,0.0009668092,0.0006666598,0.00016635231,0.00043801704,0.000010549929],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014410545,0.000035405585,0.43220717,0.00006623045,0.00045671736,0.0011464461,0.52696294,0.0018246331,0.0010680582,0.0000064565666,0.00081901776,0.035262793],"study_design_scores_gemma":[0.000915526,0.00010504367,0.4147471,0.00033706144,0.00010696008,0.000078353936,0.0008601938,0.0001524266,0.0012026551,0.003048904,0.57794935,0.0004964077],"about_ca_topic_score_codex":0.99573815,"about_ca_topic_score_gemma":0.999432,"teacher_disagreement_score":0.5771304,"about_ca_system_score_codex":0.0039566075,"about_ca_system_score_gemma":0.00002104245,"threshold_uncertainty_score":0.99999166},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.03531675521902468,"score_gpt":0.35618937579043475,"score_spread":0.3208726205714101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606350886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98515403,0.000060769416,0.00029990386,0.00092210446,0.00017346328,0.00058286596,0.000049870483,0.0000082893375,0.01274872],"genre_scores_gemma":[0.9919978,0.002673335,0.003087096,0.00024781606,0.00018082387,0.000024404451,0.000013989954,0.00004024143,0.0017345032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963885,0.00013915486,0.0011320123,0.00047504777,0.0011519314,0.00071334845],"domain_scores_gemma":[0.9975898,0.000045131277,0.0012763198,0.00057196605,0.0000023314544,0.00051442126],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065662124,0.00046453846,0.000672059,0.00020972193,0.00043511813,0.00019846675,0.0007817803,0.00013773976,0.0015472487],"category_scores_gemma":[0.0000075843786,0.00042097474,0.00020665479,0.00009772323,0.0006541154,0.0013624337,0.0008205492,0.00046346965,0.000036683436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006981815,0.0012950044,0.9801966,0.000053902622,0.00018204073,0.00008579719,0.00085640803,0.0005036466,0.0076848357,0.0005691285,0.00007441365,0.008428388],"study_design_scores_gemma":[0.0029728722,0.0005797958,0.9877194,0.00010971794,0.00016835987,0.0000332369,0.0036246337,0.000109362816,0.00008462408,0.003403158,0.0008035472,0.00039126666],"about_ca_topic_score_codex":0.0008280536,"about_ca_topic_score_gemma":0.00048202174,"teacher_disagreement_score":0.0110142175,"about_ca_system_score_codex":0.0015629529,"about_ca_system_score_gemma":0.00007263346,"threshold_uncertainty_score":0.9998242},"labels":[],"label_agreement":null},{"id":"W2606565134","doi":"","title":"New Brunswick acts and regulations - Clean Water Act","year":2011,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clean Water Act; Business; Safe Drinking Water Act; Environmental science; Political science; Water quality","score_opus":0.021707254343573058,"score_gpt":0.24429009275307234,"score_spread":0.22258283840949927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606565134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7638173,0.0000015845419,0.00027347732,0.0001448337,0.000037773967,0.00007370997,2.6143758e-7,0.000026113878,0.23562495],"genre_scores_gemma":[0.973437,0.000009809688,0.003882266,0.0002986319,0.000021797092,7.48006e-7,0.0000029319192,0.000008571725,0.022338223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994286,0.000014827627,0.000085350366,0.00014680372,0.00012413067,0.00020031899],"domain_scores_gemma":[0.99968183,0.0000051261127,0.0000154037,0.00011375986,4.876204e-7,0.00018338636],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000045865483,0.00008254217,0.000064462576,0.000009082867,0.00011359972,0.000017496799,0.000079080244,0.000041359228,0.023122095],"category_scores_gemma":[0.0000019519089,0.00005615111,0.00002246448,0.000032493106,0.000083331426,0.00033669316,0.00015516154,0.00004722093,0.0011205933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001492783,0.000114283735,0.9356751,0.0000019108509,0.00001844696,0.0000047401863,0.005794294,0.0000054261614,0.01663448,0.00150644,0.0040882505,0.036141694],"study_design_scores_gemma":[0.00016732975,0.000043355314,0.9746446,0.0000013589755,0.000007946592,0.0000025375737,0.00020040317,0.000012597928,0.018236522,0.0021675895,0.0044062487,0.000109491295],"about_ca_topic_score_codex":0.005480182,"about_ca_topic_score_gemma":0.0013936948,"teacher_disagreement_score":0.21328673,"about_ca_system_score_codex":0.000051292194,"about_ca_system_score_gemma":0.000005461718,"threshold_uncertainty_score":0.99965715},"labels":[],"label_agreement":null},{"id":"W2606933225","doi":"","title":"Using Strategic Environmental Assessments to Guide Oil and Gas Exploration Decisions: Applying Lessons Learned from Atlantic Canada to the Beaufort Sea","year":2013,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Beaufort sea; Offshore oil and gas; Deepwater horizon; Submarine pipeline; Beaufort scale; Oil spill; Petroleum; Environmental impact assessment; Oceanography; Petroleum industry; Environmental planning; Environmental resource management; Fishery; Environmental science; Environmental protection; Sea ice; Geology; Political science; Environmental engineering","score_opus":0.07049690288589068,"score_gpt":0.3161777919917728,"score_spread":0.24568088910588215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606933225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99107814,0.00004003777,0.0004934456,0.0030829944,0.0001933729,0.00048626275,0.00007838721,0.000024526085,0.0045228107],"genre_scores_gemma":[0.9905643,0.0001754564,0.004651343,0.0030383307,0.0001106293,0.00021248487,0.00008508981,0.000038562725,0.0011237998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974911,0.00013751934,0.00038056477,0.0005901787,0.00084664545,0.00055398187],"domain_scores_gemma":[0.9986913,0.000111435715,0.000109039094,0.00044582988,0.0000041292333,0.00063822477],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024033357,0.0003033675,0.0002465571,0.000023664279,0.0007942141,0.0003137707,0.00040816952,0.000084902706,0.0020670553],"category_scores_gemma":[0.000030184348,0.0002482311,0.000050724353,0.00017323378,0.00011467797,0.0008324028,0.0005677187,0.00024280293,0.00095686835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012033819,0.0006412115,0.48987833,0.00001741036,0.000286062,0.00009369397,0.0020660204,0.027390985,0.2534373,0.00079966534,0.017385328,0.20788366],"study_design_scores_gemma":[0.003913444,0.000839685,0.66551524,0.000474469,0.0004254546,0.00004418349,0.037890416,0.015074202,0.006094511,0.0272937,0.23803836,0.0043963166],"about_ca_topic_score_codex":0.75665015,"about_ca_topic_score_gemma":0.52728486,"teacher_disagreement_score":0.2473428,"about_ca_system_score_codex":0.0012481556,"about_ca_system_score_gemma":0.00006588284,"threshold_uncertainty_score":0.999997},"labels":[],"label_agreement":null},{"id":"W2610471471","doi":"","title":"Portrait global de l'état du Saint-Laurent : l'eau, les sédiments, les ressources biologiques et les usages. Suivi de l'état du Saint-Laurent","year":2003,"lang":"fr","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.02090526301518849,"score_gpt":0.2848429640283529,"score_spread":0.26393770101316444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610471471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9503661,0.008414995,0.00411593,0.011744786,0.0007384974,0.0008298897,0.00034932783,0.00023014293,0.02321037],"genre_scores_gemma":[0.9646498,0.02053168,0.007284938,0.002133624,0.00026780425,0.00007981927,0.00010995044,0.000087545195,0.004854839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9919328,0.002137348,0.001059307,0.0012887947,0.0010810372,0.0025007143],"domain_scores_gemma":[0.997363,0.00033842743,0.00051812624,0.00059361744,0.000024887666,0.0011619637],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023736234,0.0011385762,0.00084762595,0.00008802922,0.001434548,0.00039819357,0.0009649822,0.00094160595,0.014238088],"category_scores_gemma":[0.00034208715,0.001023199,0.00054986804,0.0003935833,0.0025782876,0.0007276145,0.0005965949,0.0008601239,0.0005018013],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057521305,0.0017404852,0.926502,0.0000646177,0.00026571812,0.0001631451,0.0016928526,0.0010601678,0.0037858344,0.016819086,0.008905732,0.03894285],"study_design_scores_gemma":[0.0011491161,0.0006766191,0.7563503,0.00019092634,0.00023568347,0.00014479712,0.0052289683,0.00021721647,0.0067281243,0.0039590728,0.22386569,0.0012534873],"about_ca_topic_score_codex":0.15556747,"about_ca_topic_score_gemma":0.037542686,"teacher_disagreement_score":0.21495995,"about_ca_system_score_codex":0.0071473103,"about_ca_system_score_gemma":0.000171065,"threshold_uncertainty_score":0.9998655},"labels":[],"label_agreement":null},{"id":"W2610696209","doi":"10.5430/ijba.v8n3p10","title":"Applying GRI Sustainability Reporting in the Water Sector: Evidences from an Italian Company","year":2017,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accounting; Sustainability reporting; Operationalization; Sustainability; Business; Integrated reporting; Credibility; Process (computing); Corporate governance; Process management; Finance; Computer science","score_opus":0.05066753571913735,"score_gpt":0.3746505845457542,"score_spread":0.3239830488266168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610696209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99266785,0.0000036030863,0.00025268376,0.0057574576,0.00041215532,0.00014502782,0.0000025763832,0.0000029905011,0.0007556637],"genre_scores_gemma":[0.99925613,0.000007726979,0.00016828804,0.00019641152,0.00031311024,0.0000104601295,0.000016313154,0.000004725186,0.000026823664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983064,0.00008356163,0.0006905873,0.00013028987,0.0006641924,0.00012498588],"domain_scores_gemma":[0.9984509,0.000038729548,0.0012097642,0.00018616993,0.00006845682,0.000046014782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001036747,0.000090254674,0.00013030527,0.000026263851,0.0002448918,0.00044613087,0.0007121865,0.00004189717,0.00034295686],"category_scores_gemma":[0.00035476813,0.000051133546,0.00005411702,0.000029109819,0.00016006133,0.0019089674,0.00008771917,0.00013602184,0.0000082222095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006120027,0.00022344806,0.98588413,0.000002801185,0.000016332157,0.00018248553,0.0012651228,0.00045562795,0.00397686,0.00003567863,0.000040585663,0.0078557255],"study_design_scores_gemma":[0.00021257286,0.000052918218,0.9904659,0.000026879692,0.000009515624,0.00004834002,0.0016198214,0.00018637041,0.0012372581,0.0054178867,0.00064621074,0.00007635023],"about_ca_topic_score_codex":0.0016607825,"about_ca_topic_score_gemma":0.0010852807,"teacher_disagreement_score":0.0077793756,"about_ca_system_score_codex":0.00031102856,"about_ca_system_score_gemma":0.00004220977,"threshold_uncertainty_score":0.43020502},"labels":[],"label_agreement":null},{"id":"W2610812876","doi":"10.22215/cfice-2016-07","title":"Climate Change and the Residential Development Industry in Ottawa, Canada.","year":2016,"lang":"en","type":"report","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Climate change; Sustainability; Greenhouse gas; Government (linguistics); Flooding (psychology); Environmental planning; Business; Consumption (sociology); Natural resource economics; Environmental resource management; Geography; Environmental science; Economics","score_opus":0.03167326522714258,"score_gpt":0.2788327776137355,"score_spread":0.2471595123865929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610812876","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29195082,0.0002869531,0.0000024121955,0.0029153281,0.0009958287,0.0010775112,0.00006254163,0.000022282953,0.7026863],"genre_scores_gemma":[0.9678671,0.0022380678,0.00008044956,0.0010566271,0.00033961015,0.00020489348,0.000024117064,0.0000425071,0.02814662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758995,0.00009685816,0.00040591753,0.00034952076,0.001084404,0.00047334714],"domain_scores_gemma":[0.99940634,0.000059613336,0.00019110247,0.00020291496,0.0000035442617,0.00013649093],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008819139,0.0002599129,0.0003209516,0.000025424792,0.00022428948,0.000036816138,0.00024862826,0.00052368466,0.0032830692],"category_scores_gemma":[0.00003557733,0.00014770601,0.000033650977,0.00008181182,0.00031303184,0.00014888894,0.0006948136,0.00067462074,0.00007109831],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031692056,0.000057340636,0.8597221,0.000043302516,0.00004583611,0.00010103599,0.00067907094,7.7837456e-7,0.000018981658,0.000060689454,0.057202328,0.08203685],"study_design_scores_gemma":[0.00065352325,0.0000062656272,0.84090126,0.00010295097,0.000015886355,0.000011205225,0.00020371046,0.0000010883929,0.0000535662,0.000051695126,0.15772215,0.00027668927],"about_ca_topic_score_codex":0.8456871,"about_ca_topic_score_gemma":0.9715951,"teacher_disagreement_score":0.67591625,"about_ca_system_score_codex":0.0022066974,"about_ca_system_score_gemma":0.00027065826,"threshold_uncertainty_score":0.9976281},"labels":[],"label_agreement":null},{"id":"W2612008201","doi":"10.58079/alx0","title":"Climate Change Adaptation and Canadian Infrastructure: A review of the literature","year":2013,"lang":"en","type":"review","venue":"OpenEdition (OpenEdition)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Political economy of climate change; Environmental resource management; Climate change adaptation; Adaptation (eye); Critical infrastructure; Environmental planning; Political science; Business; Geography; Environmental science; Psychology; Ecology","score_opus":0.028747188910054903,"score_gpt":0.27982345807627396,"score_spread":0.25107626916621906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612008201","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023586654,0.9868159,0.0000025800055,0.0021713246,0.0007738645,0.0026400548,0.0011970743,0.00001386757,0.0063617257],"genre_scores_gemma":[0.00014311976,0.9858506,0.00019255247,0.011183096,0.00025625306,0.0007306459,0.0013565707,0.00003646499,0.00025069815],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773663,0.00031404998,0.0006003113,0.00043218263,0.0005265307,0.00039029165],"domain_scores_gemma":[0.99858737,0.000048176385,0.0006240585,0.00041567907,0.000022831939,0.00030188914],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030076227,0.0004310131,0.0008177696,0.00007183776,0.00037754665,0.0001213688,0.00046363735,0.0003133035,0.0067596245],"category_scores_gemma":[0.00005000942,0.0002950505,0.00026261556,0.0005330403,0.00025499865,0.0046126414,0.00035554494,0.00039590898,0.00056927436],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014929607,0.000040367446,0.00008984648,0.016359508,0.00004388185,0.0000066573502,0.00018198592,0.0000010722277,0.0000012643723,0.001309603,0.012964022,0.9690003],"study_design_scores_gemma":[0.00012341663,0.000042240863,0.009073114,0.053145643,0.00031529166,0.000042037147,0.0000362298,0.0000033392296,0.000001675108,0.00019574077,0.9366548,0.00036648315],"about_ca_topic_score_codex":0.0029014384,"about_ca_topic_score_gemma":0.009762946,"teacher_disagreement_score":0.96863383,"about_ca_system_score_codex":0.00053398946,"about_ca_system_score_gemma":0.00007365309,"threshold_uncertainty_score":0.9999502},"labels":[],"label_agreement":null},{"id":"W2612591060","doi":"","title":"Great Lakes Water Quality Agreement (GLWQA)","year":2015,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Water quality; Quality (philosophy); Environmental science; Environmental planning; Environmental resource management; Water resource management; Environmental protection; Geography; Ecology; Biology","score_opus":0.05298466265056985,"score_gpt":0.3204395145984311,"score_spread":0.2674548519478613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612591060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72401595,0.000003916661,0.000125969,0.00052219484,0.00011052388,0.00009851742,0.0000022593174,0.000031321848,0.27508935],"genre_scores_gemma":[0.9632803,0.0000040406762,0.00048122092,0.0008369333,0.000041771855,0.000010381765,0.000012930732,0.00000778973,0.03532463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876237,0.000069627065,0.00017030688,0.0002050137,0.00048422586,0.00030847808],"domain_scores_gemma":[0.99951285,0.00000842513,0.000025223499,0.0001951181,0.0000022297809,0.00025614773],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036152278,0.00012033617,0.00011906228,0.000008229335,0.00008512479,0.00003063245,0.000156214,0.00004640869,0.015618063],"category_scores_gemma":[0.000008402263,0.00007574211,0.000049471135,0.000043135253,0.00013392336,0.00027473844,0.00026951457,0.00005961454,0.008869861],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028225177,0.0003227963,0.9316276,0.000003770597,0.00002781228,0.000011752179,0.0027294606,0.00015363298,0.02864243,0.00025967276,0.027908832,0.008284035],"study_design_scores_gemma":[0.0019633651,0.00034786394,0.76580584,0.000005964308,0.000032066648,0.0000064298656,0.0030249772,0.00010743538,0.0549833,0.007494553,0.16538705,0.00084117724],"about_ca_topic_score_codex":0.0011915506,"about_ca_topic_score_gemma":0.0003637926,"teacher_disagreement_score":0.2397647,"about_ca_system_score_codex":0.0003015558,"about_ca_system_score_gemma":0.0000033739948,"threshold_uncertainty_score":0.9919019},"labels":[],"label_agreement":null},{"id":"W2612969800","doi":"10.1177/1757975917693164","title":"L’évaluation d’impact sur la santé en Montérégie : un processus appuyé sur le courtage de connaissances","year":2017,"lang":"fr","type":"article","venue":"Global Health Promotion","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de Santé Publique du Québec; Santé Montérégie","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04348685110240701,"score_gpt":0.4021625454757253,"score_spread":0.35867569437331825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612969800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.971856,0.0025699069,0.0016178763,0.009453609,0.00083031587,0.0011753095,0.00034421793,0.00006546645,0.01208733],"genre_scores_gemma":[0.99473,0.0024399338,0.0008101436,0.00022177615,0.0003124719,0.000046865272,0.00006037335,0.000026082544,0.0013523627],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99599177,0.001095868,0.0005024224,0.00055341626,0.000776838,0.0010797136],"domain_scores_gemma":[0.99812543,0.00008292584,0.00074282207,0.00046303048,0.000024322213,0.00056147133],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002560079,0.00037749883,0.00043402505,0.00002039064,0.0016008671,0.00031395635,0.00055835146,0.00034635895,0.0010037639],"category_scores_gemma":[0.00028382122,0.00038691977,0.00014945722,0.00013148318,0.0006700479,0.0018451599,0.00025615195,0.00032499415,0.00039054852],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051084153,0.0018238225,0.3632218,0.00027435363,0.00005888568,0.00002636168,0.0021984198,0.0006459311,0.00032771766,0.00036295736,0.0037150339,0.62729365],"study_design_scores_gemma":[0.0013354318,0.00076886045,0.9825459,0.0002701905,0.000041291292,0.000033270928,0.00032282455,0.0039540096,0.0002435534,0.00794114,0.0022109419,0.00033258036],"about_ca_topic_score_codex":0.04154037,"about_ca_topic_score_gemma":0.0033468567,"teacher_disagreement_score":0.62696105,"about_ca_system_score_codex":0.0041412916,"about_ca_system_score_gemma":0.0007158296,"threshold_uncertainty_score":0.99990946},"labels":[],"label_agreement":null},{"id":"W2613638666","doi":"10.1007/s00267-017-0887-3","title":"Identifying Effective and Sustainable Measures for Community-Based Environmental Monitoring","year":2017,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Credibility; Environmental resource management; Natural resource management; Natural resource; Process (computing); Inclusion (mineral); Cumulative effects; Business; Resource (disambiguation); Environmental planning; Sustainable development; Community participation; Environmental economics; Computer science; Geography; Political science; Psychology; Economics; Socioeconomics","score_opus":0.02048085350401153,"score_gpt":0.2882391682906276,"score_spread":0.2677583147866161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613638666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864553,0.000097958284,0.0027529157,0.0001205772,0.00023069998,0.0021408116,0.000044551613,0.00005501086,0.0081021665],"genre_scores_gemma":[0.9916159,0.00015025423,0.0030848486,0.0001842425,0.00007268668,0.00058097485,0.000046124555,0.000064907545,0.004200092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975777,0.00018788074,0.00028701077,0.0005480618,0.00057709037,0.0008222524],"domain_scores_gemma":[0.9985576,0.00008831543,0.00025168,0.00085653114,7.516067e-7,0.00024511712],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00087184506,0.0004115892,0.0002924863,0.00005755414,0.0043240096,0.00035059426,0.00070120423,0.00010633691,0.00027993377],"category_scores_gemma":[0.000014175694,0.00043417182,0.00014873332,0.000028872904,0.00082170276,0.0008529566,0.0018771798,0.0002985749,0.00016833188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017683532,0.0011957868,0.88139945,0.00020678026,0.0002613204,0.000076122655,0.001731673,0.00035501522,0.026332583,0.0002511315,0.0003599133,0.087653376],"study_design_scores_gemma":[0.0021788715,0.00026818155,0.96670693,0.000040457475,0.00014647949,0.0000031552877,0.007151572,0.00011590404,0.008384373,0.0014755005,0.012956888,0.0005717131],"about_ca_topic_score_codex":0.00022339134,"about_ca_topic_score_gemma":0.000009623401,"teacher_disagreement_score":0.08708166,"about_ca_system_score_codex":0.0010786911,"about_ca_system_score_gemma":0.0000020121124,"threshold_uncertainty_score":0.999811},"labels":[],"label_agreement":null},{"id":"W2614916429","doi":"","title":"A Road Map to Canadian Chemical Recovery Handbook for Inhabited Areas: Scoping Study","year":2014,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Contingency plan; Environmental planning; Environmental resource management; Geography; Environmental science; Computer science; Computer security","score_opus":0.0116201763486789,"score_gpt":0.26781009455522864,"score_spread":0.25618991820654974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614916429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98358864,0.000005902213,0.001316236,0.00045797933,0.00013981428,0.0013364644,0.000009648444,0.000033685217,0.013111607],"genre_scores_gemma":[0.99194264,9.0049025e-7,0.001937522,0.0023524268,0.0000670636,0.00013988117,0.00001165471,0.00001784359,0.0035300863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989047,0.000035335455,0.00016519113,0.00029455157,0.0001996109,0.00040058524],"domain_scores_gemma":[0.9992871,0.000035021687,0.000027880269,0.00017795197,0.0000028060463,0.0004692057],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019854402,0.00013471347,0.00015601952,0.00003386361,0.0001644175,0.00004990658,0.00018139964,0.000057021083,0.0015506281],"category_scores_gemma":[0.000056681572,0.00012366034,0.00005149989,0.00009130794,0.00004270441,0.00015634618,0.00011992644,0.00005858787,0.00076646486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108385466,0.00092727167,0.85321814,0.000036042726,0.00008582829,0.000007855644,0.0032543556,0.0002350532,0.03949062,0.0000389121,0.03846441,0.06413312],"study_design_scores_gemma":[0.005265636,0.0033890933,0.92836064,0.0005211773,0.00012594655,0.0000064282863,0.0039094943,0.0015756002,0.022804165,0.0023259344,0.029303277,0.0024125911],"about_ca_topic_score_codex":0.08783658,"about_ca_topic_score_gemma":0.14466757,"teacher_disagreement_score":0.07514251,"about_ca_system_score_codex":0.0006663657,"about_ca_system_score_gemma":0.00002056399,"threshold_uncertainty_score":0.9993621},"labels":[],"label_agreement":null},{"id":"W2616369579","doi":"","title":"How can we detect and address critical choke points for achieving Good Environmental Status","year":2013,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Choke; Environmental resource management; Critical infrastructure; Business; Environmental planning; Environmental science; Computer science; Natural resource economics; Geography; Computer security; Economics; Engineering","score_opus":0.009610213583824271,"score_gpt":0.25189112048919143,"score_spread":0.24228090690536716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616369579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99506277,0.00014070544,0.00012479917,0.0034531064,0.00011119218,0.00041945922,0.00006273323,0.000018851684,0.00060637074],"genre_scores_gemma":[0.99402016,0.00066212437,0.0032106836,0.0011022824,0.000050021445,0.000083949126,0.000012488564,0.000016068783,0.000842207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885243,0.00006766199,0.000118653814,0.00033091742,0.00011989588,0.00051046466],"domain_scores_gemma":[0.99938166,0.0002285354,0.000042625317,0.00009542007,0.0000012920184,0.00025045933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014152013,0.00016939739,0.00018708839,0.000006695304,0.0004832638,0.00007623669,0.00008130814,0.00018685541,0.00080475054],"category_scores_gemma":[0.00003481376,0.0001560777,0.00008083254,0.00002594485,0.0007882646,0.00032068713,0.00023787508,0.00017342465,0.000029783801],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011091169,0.00016418518,0.9501548,0.000036661575,0.00008133143,0.0000025386582,0.004074376,0.0000023308157,0.023187228,0.00015739132,0.002844181,0.019283922],"study_design_scores_gemma":[0.00064397615,0.0002316514,0.9898847,0.000004271217,0.000032729706,0.0000069254506,0.0031428237,0.00016097147,0.00039410326,0.0026063393,0.0026741587,0.00021735312],"about_ca_topic_score_codex":0.00007822478,"about_ca_topic_score_gemma":0.00008377061,"teacher_disagreement_score":0.039729934,"about_ca_system_score_codex":0.00018825982,"about_ca_system_score_gemma":0.0000058526275,"threshold_uncertainty_score":0.88114536},"labels":[],"label_agreement":null},{"id":"W2617606530","doi":"10.1038/nclimate3307","title":"A road map for global environmental assessments","year":2017,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Environmental policy; Policy learning; Environmental planning; Environmental resource management; Road map; Environmental science; Political science; Business; Environmental economics; Computer science; Geography; Economics; Cartography","score_opus":0.035591071172055,"score_gpt":0.3641687983248472,"score_spread":0.3285777271527922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617606530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9603207,0.0002245045,0.00004034839,0.001507595,0.0016852908,0.001314968,0.001052033,0.00007436886,0.033780184],"genre_scores_gemma":[0.9960325,0.00020120824,0.0010387024,0.001307273,0.00044290116,0.00022196707,0.00013508508,0.000031295527,0.0005890644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981586,0.000029586046,0.00019041573,0.0004909527,0.00045554846,0.00067492266],"domain_scores_gemma":[0.9989457,0.00001522972,0.00024298827,0.00057669537,0.0000019573467,0.00021740833],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021531903,0.0002835925,0.000238495,0.000011634325,0.0010703468,0.00017429318,0.0006713539,0.0003621575,0.0012745225],"category_scores_gemma":[0.000018286275,0.00026178345,0.000163838,0.000026967278,0.00028621953,0.000843725,0.0007426153,0.00026717447,0.00065626553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009375841,0.0004606907,0.93115497,0.000034117904,0.000043648724,0.000023793162,0.00023241452,0.0000012974841,0.0031174417,0.00049194676,0.0032050994,0.061140805],"study_design_scores_gemma":[0.00096483517,0.00015704938,0.9733218,0.000021251992,0.00004027458,0.000004454332,0.00015271982,0.00011362155,0.00029179757,0.0011497296,0.023437412,0.000345045],"about_ca_topic_score_codex":0.00010805544,"about_ca_topic_score_gemma":0.000118823635,"teacher_disagreement_score":0.060795758,"about_ca_system_score_codex":0.0007202173,"about_ca_system_score_gemma":0.0000035404494,"threshold_uncertainty_score":0.99998343},"labels":[],"label_agreement":null},{"id":"W2618757379","doi":"","title":"Multi-Party Monitoring in Ontario: Challenges and Emerging Solutions","year":2011,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; University of Waterloo; Wilfrid Laurier University","funders":"","keywords":"Government (linguistics); Corporate governance; Context (archaeology); Public relations; Public engagement; Standardization; Political science; Process (computing); Business; Environmental resource management; Environmental planning; Geography; Computer science","score_opus":0.10303037358482033,"score_gpt":0.28491015484817356,"score_spread":0.18187978126335325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618757379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9394916,0.00011121382,0.00003818849,0.000039998795,0.000076690376,0.000071572664,2.4765288e-7,0.000016944918,0.06015354],"genre_scores_gemma":[0.9930225,0.00027115896,0.005273919,0.000018171248,0.00000667063,0.000010048731,3.113737e-7,0.0000054713314,0.0013917751],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99940723,0.000018509243,0.00009470046,0.00015890854,0.00009422633,0.00022639523],"domain_scores_gemma":[0.9998206,0.000006390831,0.00001887648,0.00007676889,4.4692104e-7,0.00007694502],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010295484,0.000077794124,0.000072324285,0.0000151319255,0.00008758594,0.000005663318,0.0000633398,0.000036399488,0.0015743951],"category_scores_gemma":[0.0000028579634,0.000070805814,0.00001627972,0.000027907918,0.00007679526,0.00026687796,0.00017472677,0.00009636667,0.00009344419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018674505,0.00012573454,0.9804372,9.600124e-7,0.0000034674013,0.0000036043593,0.010228625,0.000004597969,0.0023965617,0.00005174061,0.0000060583916,0.006739558],"study_design_scores_gemma":[0.00017972164,0.000019358624,0.99673706,0.000005263436,0.0000027652563,9.554891e-7,0.002090665,0.000040939594,0.00037016108,0.00025973082,0.00020263813,0.000090766385],"about_ca_topic_score_codex":0.09495732,"about_ca_topic_score_gemma":0.2758357,"teacher_disagreement_score":0.18087837,"about_ca_system_score_codex":0.00022966063,"about_ca_system_score_gemma":0.000002983472,"threshold_uncertainty_score":0.9993383},"labels":[],"label_agreement":null},{"id":"W2620128498","doi":"","title":"Governing Information: A Three Dimensional Analysis of Environmental Assessment","year":2012,"lang":"en","type":"article","venue":"Knowledge@SchulichLaw","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Politics; Value (mathematics); Positive economics; Political science; Sociology; Epistemology; Public administration; Regional science; Law; Economics; Management; Statistics; Philosophy; Mathematics","score_opus":0.010141779774896444,"score_gpt":0.2696754970394373,"score_spread":0.25953371726454083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620128498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90458477,0.00014467092,0.0007120058,0.000045074717,0.000267428,0.00022931004,0.0001345155,0.000035626323,0.09384662],"genre_scores_gemma":[0.99748033,0.000013119006,0.0014725617,0.00016287432,0.00007946933,0.000026656235,0.00016492455,0.000015947744,0.0005841229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979495,0.00008612813,0.0005072411,0.00021434002,0.00071245467,0.00053034205],"domain_scores_gemma":[0.9989689,0.000088288114,0.00027801606,0.00034180775,0.000004612839,0.000318376],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044551605,0.00026600607,0.00039924443,0.00010877259,0.00024091045,0.00002935035,0.0002809172,0.00012149294,0.013866219],"category_scores_gemma":[0.000015912272,0.0002470605,0.00027984648,0.00061625993,0.00030882342,0.0015263327,0.0005326889,0.0002026302,0.0024160596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013310535,0.0007115652,0.98226225,0.000008364214,0.0004794705,6.0080055e-7,0.0012710561,0.00069210527,0.003959688,0.00033445188,0.0009965587,0.0092705935],"study_design_scores_gemma":[0.00037332316,0.00006054072,0.9720886,0.0000067371834,0.00047037876,0.00000199383,0.00022067003,0.0026599397,0.00032620854,0.000042415602,0.023470085,0.00027910556],"about_ca_topic_score_codex":0.00015075288,"about_ca_topic_score_gemma":0.00014034529,"teacher_disagreement_score":0.09326249,"about_ca_system_score_codex":0.0006752956,"about_ca_system_score_gemma":0.000017204056,"threshold_uncertainty_score":0.99999815},"labels":[],"label_agreement":null},{"id":"W2623633757","doi":"10.4000/vertigo.18518","title":"Expérimentation d’une évaluation des impacts sur la santé comme vecteur d’un apprentissage collectif des liens entre santé, développement durable et urbanisme","year":2017,"lang":"fr","type":"article","venue":"VertigO","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03368201643492456,"score_gpt":0.3239402726985301,"score_spread":0.2902582562636055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623633757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695935,0.0011408204,0.0019200249,0.0011716136,0.00078513817,0.00083015027,0.00011766551,0.00006528843,0.02437578],"genre_scores_gemma":[0.98099595,0.0049093054,0.0047884686,0.0002600493,0.00012013205,0.00006355179,0.00009113509,0.00007257201,0.008698832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99588215,0.0008353627,0.0005903028,0.0006709418,0.0009700491,0.0010511907],"domain_scores_gemma":[0.9980694,0.00024825716,0.00050360715,0.000678759,0.000027140342,0.00047281504],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00095642376,0.0005548792,0.00044840568,0.000068432135,0.002587237,0.0008384947,0.0006198227,0.00027508766,0.007188152],"category_scores_gemma":[0.00024321208,0.0005881096,0.00021335915,0.00026092914,0.001345008,0.0023505485,0.00055366894,0.0003483088,0.00092934637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013576499,0.0021238306,0.6486299,0.00014997147,0.00028459812,0.000111199246,0.055568073,0.00035984945,0.16686231,0.00020960587,0.012555454,0.11300946],"study_design_scores_gemma":[0.002324972,0.00038335955,0.928095,0.0002932292,0.00020929577,0.000032442334,0.0034959612,0.0007555729,0.05541433,0.005377797,0.0029856004,0.00063248404],"about_ca_topic_score_codex":0.0036151977,"about_ca_topic_score_gemma":0.002065707,"teacher_disagreement_score":0.27946508,"about_ca_system_score_codex":0.0017393753,"about_ca_system_score_gemma":0.00010015658,"threshold_uncertainty_score":0.99984854},"labels":[],"label_agreement":null},{"id":"W2625434632","doi":"","title":"Beyond Indicators and Reporting: Needs, Limitations and Applicability of Environmental Indicators and State of the Environment Reporting","year":2009,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental resource management; Business; Data collection; Scale (ratio); Environmental planning; Local government; Corporate governance; Geography; Political science; Environmental science; Public administration; Cartography","score_opus":0.005399227183135958,"score_gpt":0.18162479440804835,"score_spread":0.1762255672249124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625434632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741842,0.00031393854,0.000001816518,0.0001998822,0.000046842633,0.0004213579,0.00021357524,0.0000029390662,0.024615435],"genre_scores_gemma":[0.99684036,0.0008844548,0.00030359512,0.00012530723,0.000008071295,0.0000116863375,0.000034236502,0.000022180147,0.0017701049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964265,0.00007998932,0.0014019733,0.00038813558,0.0014471859,0.0002561724],"domain_scores_gemma":[0.99539775,0.00015090432,0.003927864,0.00025934342,1.15496995e-7,0.00026399796],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000851993,0.00029507445,0.00051433867,0.0000426702,0.00024978278,0.000014061729,0.00016270798,0.00007191276,0.000033343465],"category_scores_gemma":[0.000023742883,0.00025293865,0.000049108196,0.00010728255,0.00057403726,0.00022399348,0.00029712112,0.00023571485,2.4730638e-9],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085559775,0.00010166227,0.8621576,0.00018306126,0.000085858155,0.000008922701,0.0014145918,0.00003196748,0.041650258,0.00025310228,0.000023978893,0.09400345],"study_design_scores_gemma":[0.00018233279,0.00007838281,0.9538486,0.000060449307,0.0000707666,0.0000042855268,0.006447907,0.000024795409,0.037811335,0.0008239842,0.00043265516,0.00021450798],"about_ca_topic_score_codex":0.0011421628,"about_ca_topic_score_gemma":0.0038463026,"teacher_disagreement_score":0.09378894,"about_ca_system_score_codex":0.000032630312,"about_ca_system_score_gemma":0.00017146034,"threshold_uncertainty_score":0.9999923},"labels":[],"label_agreement":null},{"id":"W2627006475","doi":"","title":"Aboriginal Urban Design for Health","year":2017,"lang":"en","type":"article","venue":"The Medicine Forum","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Environmental planning; Geography","score_opus":0.03195434741865028,"score_gpt":0.3730586416784213,"score_spread":0.341104294259771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2627006475","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32701004,0.0004421909,0.071685985,0.5129284,0.002717147,0.0038769038,0.000043609172,0.00013732926,0.081158355],"genre_scores_gemma":[0.98685324,0.00009233194,0.000944707,0.004780128,0.00028775822,0.000045531153,0.000004707706,0.00001470665,0.0069769076],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910295,0.00004002203,0.00012907652,0.00013905346,0.00024006539,0.00034883549],"domain_scores_gemma":[0.9992886,0.000054687138,0.00015094648,0.0003842638,0.0000014731348,0.00011999006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060498115,0.0000998102,0.00014218129,0.000006287972,0.0012399668,0.000022463748,0.0004735724,0.000023862913,0.00057409535],"category_scores_gemma":[0.000030177514,0.000056347566,0.000035081273,0.00002097268,0.00056642306,0.00014228588,0.00006039337,0.00007700297,0.00013303425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066395216,0.000076251956,0.104631856,0.000007901674,0.000022273502,0.0000019504967,0.0033203235,0.000035412588,0.0011998707,0.0010931474,0.8706748,0.018869804],"study_design_scores_gemma":[0.0016097658,0.0012584077,0.3739258,0.000044451852,0.00003176712,0.000005842891,0.0010179535,0.00058635586,0.00042525277,0.008372032,0.6125101,0.00021231893],"about_ca_topic_score_codex":0.0008732626,"about_ca_topic_score_gemma":0.00009322341,"teacher_disagreement_score":0.6598432,"about_ca_system_score_codex":0.00014945236,"about_ca_system_score_gemma":0.00001164822,"threshold_uncertainty_score":0.95369476},"labels":[],"label_agreement":null},{"id":"W2685171100","doi":"10.3138/cart.52.2.5104","title":"The Effects and Implications of Urbanization on the Environmental Integrity of the Oak Ridges Moraine in Ontario, Canada","year":2017,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Moraine; Urbanization; Population; Geography; Population growth; Land use; Environmental protection; Environmental planning; Physical geography; Ecology; Civil engineering; Engineering","score_opus":0.007670541564543583,"score_gpt":0.251363729437899,"score_spread":0.2436931878733554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2685171100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925548,0.00003459972,0.0001491185,0.006036002,0.00038191807,0.00043873818,0.00004306331,0.0000019426848,0.0003598203],"genre_scores_gemma":[0.9987786,0.00042920958,0.000009468503,0.0006557272,0.000020247742,0.000027108443,0.000025963522,0.0000039687648,0.000049715054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989382,0.000074385265,0.0003577968,0.00007417224,0.00043663598,0.000118778815],"domain_scores_gemma":[0.99887127,0.00025659736,0.0005895947,0.000209324,0.00003642868,0.000036810034],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006069493,0.000101157944,0.000088871115,0.000049058963,0.0013235261,0.00016023916,0.0005256961,0.000045024473,0.0000238594],"category_scores_gemma":[0.00023623563,0.000049990806,0.00006971939,0.000093053655,0.0005617457,0.0003983737,0.00017384821,0.0002093545,2.6275657e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003375391,0.000031635507,0.9843763,0.000005256078,0.000047462065,8.086187e-8,0.00074637897,0.00011412939,0.0003371076,0.009928685,0.0008247926,0.0035543835],"study_design_scores_gemma":[0.00034954463,0.000050205326,0.9874773,0.000030439664,0.000019241801,0.000006465548,0.00047908173,0.00042384857,0.0002397475,0.00412344,0.006743634,0.000057070465],"about_ca_topic_score_codex":0.09561492,"about_ca_topic_score_gemma":0.30337894,"teacher_disagreement_score":0.20776403,"about_ca_system_score_codex":0.00012092846,"about_ca_system_score_gemma":0.000045768942,"threshold_uncertainty_score":0.99997663},"labels":[],"label_agreement":null},{"id":"W2700252277","doi":"10.1186/s40249-017-0320-4","title":"Experience and lessons from health impact assessment guiding prevention and control of HIV/AIDS in a copper mine project, northwestern Zambia","year":2017,"lang":"en","type":"article","venue":"Infectious Diseases of Poverty","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"First Quantum Minerals (Canada)","funders":"First Quantum Minerals","keywords":"Medicine; Workforce; Odds ratio; Environmental health; Public health; Psychological intervention; Odds; Population; Community health; Demography; Confidence interval; Gerontology; Logistic regression; Nursing; Economic growth; Internal medicine","score_opus":0.019863955652152116,"score_gpt":0.3519710516713821,"score_spread":0.33210709601923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2700252277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985571,0.00012729141,0.00018336224,0.00008401438,0.000044468383,0.00038383724,0.00025519065,0.000009207785,0.00035553102],"genre_scores_gemma":[0.99955624,0.00016356912,0.00009914678,0.00007968089,0.000013600101,0.00002609699,0.00001741955,0.00000980603,0.00003445012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891585,0.00008969139,0.00028543736,0.00025916286,0.00024101864,0.00020884855],"domain_scores_gemma":[0.9992026,0.00004455574,0.00036578966,0.00024716297,0.000004791477,0.00013508082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120939694,0.00014918968,0.00031968378,0.000033833265,0.00018300589,0.000049292754,0.00012131432,0.000043414577,0.00009635311],"category_scores_gemma":[0.000036383615,0.00012779178,0.00007106208,0.00004354261,0.0002892931,0.00052780344,0.0001922524,0.000052788157,0.0000010965443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003304007,0.00041873177,0.99027467,0.000019730916,0.000030512145,0.000002188005,0.00087044283,0.000029118104,0.0029492537,0.0000071492796,0.000061767525,0.005303412],"study_design_scores_gemma":[0.0015624245,0.00039263532,0.99678755,0.00008006544,0.000029498542,0.0000017019968,0.0003798673,0.00031697683,0.00009847869,0.0002187113,0.000012750845,0.00011933635],"about_ca_topic_score_codex":0.029379973,"about_ca_topic_score_gemma":0.0029609178,"teacher_disagreement_score":0.026419055,"about_ca_system_score_codex":0.00025312873,"about_ca_system_score_gemma":0.00004530964,"threshold_uncertainty_score":0.97708344},"labels":[],"label_agreement":null},{"id":"W2709587323","doi":"","title":"Élaboration d'un outil d'application du développement durable dans les centres dentaires québécois","year":2017,"lang":"fr","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.011984211525125467,"score_gpt":0.22472888858097678,"score_spread":0.21274467705585132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2709587323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9463534,0.0019126817,0.030907031,0.0033670776,0.0007847111,0.0004603327,0.000049871833,0.000015932863,0.016148968],"genre_scores_gemma":[0.98876697,0.0034423384,0.0028580688,0.000016843658,0.0000721202,0.0000011064301,0.000014714098,0.000010162503,0.0048176744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851996,0.00012552975,0.00028439666,0.00031890254,0.00048072482,0.00027051655],"domain_scores_gemma":[0.998973,0.000025589368,0.00033204284,0.0005022583,0.000035371675,0.00013172204],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00018522413,0.00022873931,0.00024497963,0.000031762203,0.00263579,0.0000449889,0.0011033317,0.00017029102,0.00038683074],"category_scores_gemma":[0.000035267014,0.00020722818,0.00021625221,0.0001078441,0.002386176,0.00069902505,0.0007792782,0.00015595862,0.00016534209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077623845,0.001212528,0.8128409,0.0004987245,0.00018527002,0.000007044711,0.012231742,0.0077874693,0.1234973,0.003485559,0.001125728,0.037050128],"study_design_scores_gemma":[0.0005697846,0.00005494553,0.88552815,0.0006050697,0.00020319296,0.0000050872695,0.0011288599,0.004030348,0.09112401,0.00035286325,0.01619367,0.0002040122],"about_ca_topic_score_codex":0.09186405,"about_ca_topic_score_gemma":0.22826096,"teacher_disagreement_score":0.13639691,"about_ca_system_score_codex":0.0030773047,"about_ca_system_score_gemma":0.000103333165,"threshold_uncertainty_score":0.99866265},"labels":[],"label_agreement":null},{"id":"W2727440117","doi":"","title":"Applicability of Non-Lethal Aging of Fish Species at Risk in Canada","year":2014,"lang":"en","type":"article","venue":"144th Annual Meeting of the American Fisheries Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Biology; Fishery","score_opus":0.005373031738316829,"score_gpt":0.21179116476062243,"score_spread":0.2064181330223056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727440117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925474,0.0000027403464,0.000013691499,0.0003336057,0.00006503681,0.00014752167,0.00016408591,0.000004597807,0.0067213345],"genre_scores_gemma":[0.9986001,0.00002185278,0.0009054522,0.00028775315,0.00001934577,0.000006042418,0.000002451371,0.000011650825,0.00014533581],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984429,0.0001657082,0.00039768624,0.00021943293,0.00048689594,0.00028736913],"domain_scores_gemma":[0.99866015,0.00019331058,0.00074441166,0.00032686171,0.000009789564,0.000065456225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045942582,0.00014696742,0.0004133607,0.0000053761514,0.0001173532,0.0000035301023,0.0004204816,0.000028904804,0.0001235024],"category_scores_gemma":[0.00011820178,0.000118800024,0.00017983047,0.0003002339,0.0016619425,0.000091737245,0.0006136878,0.00016018894,6.729532e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016200042,0.00005025367,0.9847971,0.000026760741,0.000017262093,1.0170496e-7,0.0034368963,0.00054560247,0.0066735214,7.087898e-7,0.0029567312,0.0014788517],"study_design_scores_gemma":[0.00016999402,0.00006558061,0.9743903,0.000022117532,0.000014363503,3.1979963e-7,0.013348586,0.00019701794,0.010798204,0.00003387475,0.0008447569,0.00011488299],"about_ca_topic_score_codex":0.7961665,"about_ca_topic_score_gemma":0.38330296,"teacher_disagreement_score":0.41286355,"about_ca_system_score_codex":0.0007067165,"about_ca_system_score_gemma":0.00005799407,"threshold_uncertainty_score":0.62795013},"labels":[],"label_agreement":null},{"id":"W2727611624","doi":"","title":"La gestion de l'eau douce au Canada: I. Champs de compétence","year":2004,"lang":"fr","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography","score_opus":0.009990365024862025,"score_gpt":0.24226618278789422,"score_spread":0.2322758177630322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727611624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9212967,0.00018697073,0.0060130795,0.011614283,0.00046851768,0.00016319846,0.00003390019,0.000028111393,0.06019521],"genre_scores_gemma":[0.9840363,0.00033306284,0.004684122,0.0018648864,0.00015855361,0.000009843693,0.000007350318,0.000020270856,0.008885572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980785,0.00017036518,0.0002042356,0.00028747247,0.0004343245,0.0008250593],"domain_scores_gemma":[0.9991712,0.000080721264,0.00007262335,0.00018154268,0.000002624756,0.0004913086],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037569192,0.00022354689,0.00016871985,0.000013161853,0.00031021345,0.00004575347,0.0002678154,0.00021150267,0.0028258567],"category_scores_gemma":[0.000033959812,0.00023415362,0.00005926093,0.00014367593,0.0005191593,0.00031122385,0.00016591686,0.00028687064,0.0003572763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031340263,0.0012708687,0.80266607,0.0000895051,0.00008690446,0.00055108604,0.0069865156,0.05961985,0.036814436,0.020208064,0.007928493,0.063746884],"study_design_scores_gemma":[0.0005680889,0.00008402519,0.96582574,0.00009441547,0.000031444062,0.00010100485,0.0011650962,0.00048050142,0.004433673,0.0026165298,0.02423995,0.00035950614],"about_ca_topic_score_codex":0.985815,"about_ca_topic_score_gemma":0.96166337,"teacher_disagreement_score":0.16315971,"about_ca_system_score_codex":0.014002669,"about_ca_system_score_gemma":0.00091886584,"threshold_uncertainty_score":0.9980857},"labels":[],"label_agreement":null},{"id":"W2727946467","doi":"10.3138/cjpe.31151","title":"Comment évaluer les effets des évaluations d’impact sur la santé : le potentiel de l’analyse de contribution","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"","keywords":"Health impact assessment; Public health; Public policy; Government (linguistics); Political science; Impact assessment; Business; Public health policy; Welfare economics; Environmental planning; Health policy; Public administration; Geography; Economics; Medicine; Nursing","score_opus":0.05900538957094628,"score_gpt":0.39432617977801926,"score_spread":0.33532079020707295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727946467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993766,0.00016528841,0.0019012855,0.0011699044,0.00009126906,0.0005063033,0.000015356254,0.000006830346,0.0023777715],"genre_scores_gemma":[0.9974496,0.000031263982,0.0022328356,0.000100417376,0.000066450855,0.000033796954,0.000019607709,0.000013170877,0.00005290552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796915,0.0006721977,0.00029960208,0.00012078026,0.00051258015,0.00042571453],"domain_scores_gemma":[0.99859804,0.00007414999,0.00042991556,0.00020930309,0.000085326894,0.00060324784],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004421197,0.00013644864,0.00017656184,0.000076209355,0.0011122674,0.0003319998,0.00031249222,0.00010697077,0.00095151295],"category_scores_gemma":[0.0009786496,0.00012454117,0.00017584894,0.000079728394,0.00040963123,0.00070317346,0.00003296284,0.00019794324,0.000020242434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011918592,0.00014826423,0.67763937,0.0000027699218,0.00008175831,0.000016477074,0.0007625072,0.0023683286,0.0011264541,0.000025928986,0.0015154051,0.31630084],"study_design_scores_gemma":[0.0010859617,0.00020686281,0.984159,0.000040162453,0.0002189321,0.00004070641,0.0002842215,0.0075133466,0.0005317688,0.004089282,0.001699303,0.00013046512],"about_ca_topic_score_codex":0.0316712,"about_ca_topic_score_gemma":0.029456705,"teacher_disagreement_score":0.31617036,"about_ca_system_score_codex":0.002810373,"about_ca_system_score_gemma":0.00077998074,"threshold_uncertainty_score":0.99996173},"labels":[],"label_agreement":null},{"id":"W2728057918","doi":"10.1016/j.jneb.2017.05.070","title":"FNEE7 Monitoring and Reporting of Policy, Systems, and Environmental (PSE) Change: Lessons Learned from California SNAP-Ed","year":2017,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Formative assessment; Psychological intervention; Process management; Agency (philosophy); Computer science; Medical education; Medicine; Psychology; Business; Nursing","score_opus":0.1000399081776198,"score_gpt":0.39791641904229,"score_spread":0.2978765108646702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728057918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979346,0.0005836255,0.000004224352,0.0009551083,0.00026288582,0.00016372386,0.000049658138,0.0000023887658,0.00004380333],"genre_scores_gemma":[0.9964029,0.0026212698,0.00048805837,0.000022604976,0.0003615168,0.000023320772,0.000010469868,0.000008020973,0.000061830615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999013,0.000038896276,0.0005070138,0.0001236475,0.00021369457,0.00010371177],"domain_scores_gemma":[0.99824214,0.000019707482,0.001469095,0.00010783994,0.000006315026,0.00015491864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024057794,0.00009389997,0.00021106542,0.000044946704,0.0002784705,0.000093353345,0.000072157105,0.000064289816,0.000046705456],"category_scores_gemma":[0.000061563216,0.00008579431,0.00003436729,0.000018972143,0.00018196196,0.0004603186,0.00008198779,0.00010953281,0.0000017617318],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008900951,0.0011418504,0.87337977,0.000021508095,0.000009210476,0.000004485544,0.00074626843,2.9803923e-7,0.08125689,0.0000041347043,0.000056295547,0.04337037],"study_design_scores_gemma":[0.00045354274,0.00007750938,0.9906669,0.0001254912,0.00007768043,0.00006501366,0.00538779,0.0000047960634,0.0022624482,0.00009837749,0.0006954459,0.00008496928],"about_ca_topic_score_codex":0.0011780309,"about_ca_topic_score_gemma":0.000006548076,"teacher_disagreement_score":0.11728715,"about_ca_system_score_codex":0.00014194289,"about_ca_system_score_gemma":0.000015133513,"threshold_uncertainty_score":0.34985903},"labels":[],"label_agreement":null},{"id":"W2728143603","doi":"10.1016/j.scs.2017.06.020","title":"Mismatches in stakeholder communication: The case of the Leslie and Ferrand transit stations, Toronto, Canada","year":2017,"lang":"en","type":"article","venue":"Sustainable Cities and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; University of Toronto","funders":"","keywords":"Stakeholder; Context (archaeology); Constructive; Content analysis; Public participation; Public relations; Computer science; Process (computing); Public interest; Public consultation; Sociology; Political science; Law; Geography; Social science","score_opus":0.015960352340042405,"score_gpt":0.24170614826356812,"score_spread":0.22574579592352573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728143603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910789,0.0006050517,0.0000050023427,0.0020487355,0.000020743686,0.00018521445,0.000015961408,0.0000016853446,0.006038664],"genre_scores_gemma":[0.99570787,0.0007166502,0.000039314895,0.00029615554,0.000006536117,0.000010495424,0.0000012285553,0.000004165539,0.0032175921],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99950314,0.00004882436,0.000102182035,0.000084313164,0.000101245554,0.00016027442],"domain_scores_gemma":[0.9995839,0.00004754101,0.00006902893,0.00026147158,0.000005098428,0.00003294421],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00020878256,0.00006960097,0.00008631254,0.0000010440048,0.0013874001,0.00007456606,0.00017095689,0.000031555464,0.00011394028],"category_scores_gemma":[0.000010122684,0.000044374505,0.000026308642,0.000018362462,0.0007042066,0.00026698815,0.00020267173,0.000080072496,5.1752725e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003555025,0.00020636391,0.6162963,0.00044710928,0.00016927946,0.00012519537,0.30726722,0.00051057467,0.00023788042,0.017509468,0.038545214,0.018649869],"study_design_scores_gemma":[0.00033187683,0.0000119864735,0.48550427,0.000008855688,0.000013217845,0.000010288524,0.5084971,0.00010267008,0.0000371412,0.0015359543,0.0038684492,0.0000781532],"about_ca_topic_score_codex":0.811968,"about_ca_topic_score_gemma":0.764678,"teacher_disagreement_score":0.20122992,"about_ca_system_score_codex":0.00029587865,"about_ca_system_score_gemma":0.000050434814,"threshold_uncertainty_score":0.9999127},"labels":[],"label_agreement":null},{"id":"W2731129006","doi":"10.1186/s12992-017-0261-5","title":"Harnessing opportunities for good governance of health impacts of mining projects in Mongolia: results of a global partnership","year":2017,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of Waterloo; Queen's University","funders":"Canadian Institutes of Health Research; Simon Fraser University; Ministry of Environment; University of Waterloo; World Health Organization","keywords":"General partnership; Health services research; Social policy; Corporate governance; Public health; Environmental planning; Health policy; Healthcare policy; Political science; Business; Economic growth; International health; Geography; Economics; Medicine","score_opus":0.1289432395003324,"score_gpt":0.3924813441812734,"score_spread":0.26353810468094097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731129006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99289083,0.00024616363,0.00019662177,0.0020724095,0.000045412617,0.00040468413,0.00020892841,0.0000048665274,0.0039300537],"genre_scores_gemma":[0.99846876,0.00061084295,0.000641743,0.00020095086,0.0000074671,0.0000045014554,0.000017452208,0.0000042202896,0.00004404636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887455,0.00007061172,0.00049351325,0.00014724027,0.00019001514,0.00022410421],"domain_scores_gemma":[0.9985713,0.000014390535,0.0011525311,0.00015369772,0.000008285744,0.00009982591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007228914,0.00008614972,0.00029454197,0.000009509362,0.00015991626,0.0000148362515,0.000113008435,0.000042815194,0.0000055805185],"category_scores_gemma":[0.00008337464,0.00008325276,0.000027841996,0.000073090174,0.0002046853,0.00024283263,0.00007656702,0.000023471444,1.5492876e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006853652,0.00014260659,0.97761303,0.00032932675,0.0000059525255,3.524517e-7,0.0025090945,0.000049130642,0.000042162694,0.003060838,0.00064923416,0.015529761],"study_design_scores_gemma":[0.0011072133,0.0002575139,0.9951306,0.00028961585,0.0000030847486,7.191994e-7,0.002351817,0.00024802977,0.00009816764,0.0003034121,0.00014822312,0.000061604434],"about_ca_topic_score_codex":0.012883221,"about_ca_topic_score_gemma":0.0053196284,"teacher_disagreement_score":0.017517595,"about_ca_system_score_codex":0.00033334226,"about_ca_system_score_gemma":0.0001651632,"threshold_uncertainty_score":0.9936901},"labels":[],"label_agreement":null},{"id":"W2734573752","doi":"10.1142/s1464333217500090","title":"Towards an Environmental Governance Agenda in Regional Environmental Assessment: A Case Study of the Crown Managers Partnership","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":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"General partnership; Corporate governance; Environmental governance; Strategic environmental assessment; Environmental planning; Political science; Discipline; Collaborative governance; Environmental impact assessment; Environmental resource management; Public administration; Public relations; Business; Regional science; Sociology; Geography; Economics","score_opus":0.032859144447018936,"score_gpt":0.342853237636349,"score_spread":0.3099940931893301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734573752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908851,0.0000861406,0.000023497,0.00065893325,0.0002219855,0.0012183643,0.00007161328,0.000008503362,0.0068259095],"genre_scores_gemma":[0.99588037,0.0015112438,0.000881609,0.0005594351,0.00014974417,0.00005540404,0.000008839424,0.000060247217,0.00089311897],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99488,0.0004938961,0.0012880308,0.0007340875,0.0018525333,0.0007514299],"domain_scores_gemma":[0.99647444,0.000050098577,0.0019257525,0.0012064922,0.0000017313672,0.00034147257],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010791313,0.0006370316,0.00071276375,0.0001574819,0.001044159,0.00020847315,0.0014448103,0.0001575703,0.0007143064],"category_scores_gemma":[0.000011147967,0.0005187703,0.00030602625,0.00013149781,0.0012866156,0.0018086197,0.002153163,0.00066361437,0.000011596661],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019077322,0.010012529,0.9302089,0.0000582752,0.0004962549,0.003098278,0.0045433813,0.0008417719,0.0057427846,0.0005188608,0.00040124476,0.04388695],"study_design_scores_gemma":[0.00408847,0.0010903965,0.9711613,0.00006089907,0.00023659387,0.00059909077,0.018196031,0.00020536056,0.000105885105,0.0003756669,0.003375042,0.00050526235],"about_ca_topic_score_codex":0.0012787918,"about_ca_topic_score_gemma":0.0004591968,"teacher_disagreement_score":0.043381687,"about_ca_system_score_codex":0.002278317,"about_ca_system_score_gemma":0.000040122683,"threshold_uncertainty_score":0.9997264},"labels":[],"label_agreement":null},{"id":"W2734786621","doi":"10.1016/j.jenvman.2017.06.011","title":"Random forests as cumulative effects models: A case study of lakes and rivers in Muskoka, Canada","year":2017,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University; St. Lawrence River Institute of Environmental Sciences; Credit Valley Hospital; Ministry of Environment; Carleton University; Ministry of the Environment, Conservation and Parks","funders":"Ministry of Environment; Canadian Water Network","keywords":"Watershed; Random forest; Environmental science; Multivariate statistics; Land use; Habitat; Cumulative effects; Hydrology (agriculture); Ecology; Environmental resource management; Statistics; Mathematics; Computer science; Machine learning","score_opus":0.010944889843751677,"score_gpt":0.2600524681174587,"score_spread":0.24910757827370703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734786621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962972,0.000057758873,0.000035244397,0.000047657573,0.00012826364,0.00063391426,0.0000057539946,0.0000016019268,0.0027926527],"genre_scores_gemma":[0.9992917,0.00014183675,0.00019425435,0.000054455857,0.000015598138,0.00001007876,5.515988e-7,0.00001472641,0.0002767708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982859,0.000109639186,0.00046377096,0.00022025997,0.0006757695,0.00024469217],"domain_scores_gemma":[0.998885,0.00006303503,0.00060940365,0.00027589235,0.000001360756,0.00016531332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031768964,0.00020706,0.0003681096,0.00006124991,0.00024557378,0.00003666602,0.0003115249,0.000038749702,0.00012867899],"category_scores_gemma":[0.000012724422,0.00018121065,0.000063935615,0.000037648657,0.00024467197,0.0006501114,0.0005600186,0.00016019445,0.000003858069],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030219945,0.001926046,0.94779205,0.000043767304,0.00029893868,0.0144152315,0.005429773,0.013658246,0.00061430904,0.000017976397,0.00013882747,0.015362654],"study_design_scores_gemma":[0.007412772,0.0008021207,0.97343737,0.000059361184,0.0001498966,0.00022836411,0.015931688,0.00078768993,0.00010854181,0.00078972284,0.00006925622,0.00022321797],"about_ca_topic_score_codex":0.11899624,"about_ca_topic_score_gemma":0.23186575,"teacher_disagreement_score":0.11286951,"about_ca_system_score_codex":0.00065118435,"about_ca_system_score_gemma":0.000008960371,"threshold_uncertainty_score":0.88687044},"labels":[],"label_agreement":null},{"id":"W2736374124","doi":"10.3390/w9070538","title":"Ontario’s Clean Water Act and Capacity Building: Implications for Serviced Rural Municipalities","year":2017,"lang":"en","type":"article","venue":"Water","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Mitacs","keywords":"Legislation; Capacity building; Business; Environmental planning; Rural area; Disadvantaged; Sustainability; Flexibility (engineering); Environmental resource management; Economic growth; Political science; Geography; Economics","score_opus":0.03833113842626994,"score_gpt":0.2910543761209905,"score_spread":0.25272323769472055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736374124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926203,8.6623805e-7,0.000018992234,0.0017756249,0.00008146934,0.00021706843,0.00001544402,0.000014165927,0.005256066],"genre_scores_gemma":[0.99263054,0.0000027642473,0.0004259953,0.0003188778,0.00003636433,0.000044688324,0.000024235027,0.000011748367,0.006504803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992806,0.000012665902,0.00011072391,0.00016565868,0.00008298774,0.0003473885],"domain_scores_gemma":[0.9995214,0.000007712776,0.000030696658,0.00033722346,0.000002479571,0.00010051898],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012424254,0.000118021766,0.00011248753,0.00000781265,0.00088529737,0.00016043152,0.00025767082,0.000057297264,0.00093163183],"category_scores_gemma":[0.0000026512566,0.00007272243,0.000047509824,0.000004014295,0.00022761097,0.000498548,0.00037351777,0.00007142153,0.00011501148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001719798,0.0000538828,0.8140367,0.000008586899,0.000024294035,3.842971e-7,0.012530786,0.000008226188,0.17122763,0.00015900712,0.00024809316,0.0016851581],"study_design_scores_gemma":[0.00036160575,0.000042611275,0.9295444,0.000004294061,0.000020242362,0.00000234213,0.0003066969,0.000012142866,0.049605034,0.0065317242,0.013399517,0.00016941117],"about_ca_topic_score_codex":0.059276495,"about_ca_topic_score_gemma":0.041627117,"teacher_disagreement_score":0.1216226,"about_ca_system_score_codex":0.00018686362,"about_ca_system_score_gemma":0.000001921902,"threshold_uncertainty_score":0.99998164},"labels":[],"label_agreement":null},{"id":"W2736599356","doi":"10.3390/w9070550","title":"Source Water Protection Planning for Ontario First Nations Communities: Case Studies Identifying Challenges and Outcomes","year":2017,"lang":"en","type":"article","venue":"Water","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; Trent University","funders":"","keywords":"Environmental planning; Jurisdiction; Government (linguistics); Business; Indigenous; Water quality; Environmental resource management; Environmental protection; Geography; Political science; Ecology; Law","score_opus":0.13037576447650132,"score_gpt":0.3449255126085141,"score_spread":0.2145497481320128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736599356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970626,0.000041289262,0.00009099975,0.0009204306,0.00013417199,0.0003279401,0.0000024531234,0.000018727196,0.0014013371],"genre_scores_gemma":[0.9950972,0.00005847642,0.00015377425,0.00004621483,0.000023394878,0.00013097789,0.0000054408615,0.000011706105,0.0044728164],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9994174,0.000021275067,0.000108996246,0.00012451771,0.000104277446,0.00022348437],"domain_scores_gemma":[0.99969417,0.000033992354,0.000037908354,0.00018988496,0.0000033886752,0.00004062758],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00018299032,0.000112553585,0.00012773761,0.000020297428,0.002825943,0.00012443507,0.00010936159,0.00004293596,0.00014159807],"category_scores_gemma":[0.000011431786,0.0000680108,0.00003668442,0.0000032325725,0.00020316264,0.0005171979,0.00038516187,0.000083365,0.000042921747],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023077011,0.00012470943,0.4332685,0.00013613254,0.00021066135,0.00005517228,0.5593535,0.00024639908,0.002029931,0.000017500388,0.000085097134,0.004449368],"study_design_scores_gemma":[0.0027333635,0.00038211734,0.7998621,0.00022201694,0.00019704425,0.00033412245,0.122292794,0.00025484542,0.017435033,0.0041424716,0.051040057,0.0011040306],"about_ca_topic_score_codex":0.015263058,"about_ca_topic_score_gemma":0.17761187,"teacher_disagreement_score":0.43706068,"about_ca_system_score_codex":0.00019902372,"about_ca_system_score_gemma":9.565463e-7,"threshold_uncertainty_score":0.9984722},"labels":[],"label_agreement":null},{"id":"W2738531263","doi":"10.1177/0020852317694947","title":"The emergence of post-NPM initiatives: Integrated Impact Assessment as a hybrid decision-making tool","year":2017,"lang":"en","type":"article","venue":"International Review of Administrative Sciences","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; École Nationale d'Administration Publique","funders":"","keywords":"Institutionalisation; Transparency (behavior); Context (archaeology); Statutory law; Public administration; Commission; Impact assessment; Political science; Legislature; New public management; European commission; Public relations; Accounting; Business; Public sector; Law; European union","score_opus":0.04226789798690367,"score_gpt":0.4648461753584131,"score_spread":0.42257827737150944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738531263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87570494,0.0006718841,0.00035025203,0.0016063672,0.00040330447,0.00041020385,0.00013116331,0.0000060930224,0.120715804],"genre_scores_gemma":[0.9928498,0.004820079,0.0019389861,0.00022764048,0.000020738396,0.000019291816,0.0000058350784,0.000004714488,0.00011287025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976432,0.00011532306,0.00058073935,0.0002811115,0.0011770664,0.00020258287],"domain_scores_gemma":[0.99801755,0.0004950768,0.0010321037,0.00030402324,0.00008606685,0.0000651882],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012470887,0.00016997347,0.0002600784,0.000026755064,0.00067517516,0.00012274105,0.0016043494,0.000022251867,0.004590873],"category_scores_gemma":[0.0019378568,0.00009900956,0.00019645947,0.0001294685,0.0021017687,0.00100454,0.00039042125,0.00012390921,0.000047433132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020408485,0.0010383165,0.63669395,0.00023750353,0.0004453294,0.00004845046,0.0012297662,0.00010172969,0.009857999,0.021764373,0.0048425733,0.3235359],"study_design_scores_gemma":[0.00017249287,0.0009523798,0.98179317,0.003011472,0.00002731564,0.00001686892,0.0016339275,0.00027142148,0.002114458,0.0082323,0.0015507916,0.00022343342],"about_ca_topic_score_codex":0.00020376634,"about_ca_topic_score_gemma":0.00005886904,"teacher_disagreement_score":0.34509918,"about_ca_system_score_codex":0.0001387769,"about_ca_system_score_gemma":0.00024489482,"threshold_uncertainty_score":0.99631906},"labels":[],"label_agreement":null},{"id":"W2738798091","doi":"10.21438/rbgas.040704","title":"Principais problemas na previsão e avaliação de impactos ambientais nos Estudos de Impacto Ambiental (EIAs): uma aplicação da análise de correlação canônica","year":2017,"lang":"pt","type":"article","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Humanities; Physics; Political science; Philosophy","score_opus":0.02839373219175913,"score_gpt":0.3177033653032931,"score_spread":0.28930963311153396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738798091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869889,0.0007975927,0.0007809024,0.00049899664,0.0008743852,0.0060877013,0.001642112,0.00040001358,0.0019293876],"genre_scores_gemma":[0.98958445,0.0007078493,0.0012772316,0.0016497914,0.000553271,0.0006322888,0.00031326726,0.0006167737,0.0046650576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98184717,0.0020903994,0.0028331291,0.003458962,0.0028526122,0.006917722],"domain_scores_gemma":[0.9865389,0.00046150808,0.0028066388,0.0046476107,0.00009659269,0.0054487837],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0038394143,0.0029053404,0.0026535382,0.00037807552,0.0044765007,0.0044069323,0.005266781,0.0016741554,0.005244822],"category_scores_gemma":[0.0011557988,0.0030915572,0.0019126364,0.00086735503,0.0038417778,0.003572866,0.004530679,0.0030734276,0.0015764474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065202947,0.0040873517,0.8867587,0.0009903063,0.00058301335,0.00073214294,0.012843349,0.00047379447,0.08615094,0.00010676443,0.0021107977,0.0045108222],"study_design_scores_gemma":[0.004428202,0.0019353236,0.9620158,0.0014793996,0.001388863,0.001314155,0.01160151,0.0042081443,0.0076651345,0.000053420554,0.0007605328,0.0031494857],"about_ca_topic_score_codex":0.02080323,"about_ca_topic_score_gemma":0.0017637383,"teacher_disagreement_score":0.0784858,"about_ca_system_score_codex":0.021382008,"about_ca_system_score_gemma":0.0015338324,"threshold_uncertainty_score":0.99962187},"labels":[],"label_agreement":null},{"id":"W2739578387","doi":"","title":"Indikatorer for transport – ikke hvorvidt, men hvordan","year":2009,"lang":"da","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"","keywords":"Business","score_opus":0.011613516278052727,"score_gpt":0.27355561913192333,"score_spread":0.2619421028538706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739578387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6840444,0.00014608962,0.0018317732,0.0042827106,0.00045759242,0.0016696204,0.00031887717,0.0001062131,0.30714273],"genre_scores_gemma":[0.9664323,0.00019494153,0.002040842,0.0035421234,0.00028906466,0.000031385414,0.00010192865,0.00003663637,0.027330784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997124,0.000055454024,0.0005144709,0.00066016184,0.000700566,0.000945355],"domain_scores_gemma":[0.998876,0.00005356216,0.00015748444,0.00039649897,0.0000056713216,0.000510806],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038992485,0.00045436656,0.00042324254,0.00004531322,0.000430563,0.00011037951,0.00055372034,0.00031283416,0.009080998],"category_scores_gemma":[0.0000138513515,0.0004149926,0.00031736886,0.00022355933,0.00027801478,0.00094029837,0.00006771991,0.00025873815,0.0010296922],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054521154,0.005045385,0.57090384,0.00010624966,0.0004155243,0.00009202777,0.013748676,0.0003039846,0.07849447,0.006344562,0.08410786,0.23989224],"study_design_scores_gemma":[0.0019712192,0.0009788135,0.9442215,0.00003185102,0.00015697643,0.000004702409,0.001512364,0.00025000548,0.0033522658,0.004892415,0.041812833,0.00081504136],"about_ca_topic_score_codex":0.00081566843,"about_ca_topic_score_gemma":0.0001586861,"teacher_disagreement_score":0.3733177,"about_ca_system_score_codex":0.0006085407,"about_ca_system_score_gemma":0.000034120054,"threshold_uncertainty_score":0.9998302},"labels":[],"label_agreement":null},{"id":"W2741752505","doi":"10.1371/journal.pone.0182233","title":"Group elicitations yield more consistent, yet more uncertain experts in understanding risks to ecosystem services in New Zealand bays","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Ministry of Business, Innovation and Employment","keywords":"Expert elicitation; Overconfidence effect; Consistency (knowledge bases); Context (archaeology); CLARITY; Terminology; Ranking (information retrieval); Commit; Computer science; Psychology; Actuarial science; Management science; Data science; Social psychology; Information retrieval; Statistics; Artificial intelligence; Business; Geography; Engineering; Mathematics","score_opus":0.15643676824613248,"score_gpt":0.3260200803400048,"score_spread":0.1695833120938723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741752505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943301,0.000015265376,0.00003227404,0.0020942478,0.000049886607,0.00045482744,0.000028351224,0.000018977395,0.0029760434],"genre_scores_gemma":[0.9980914,0.00004196197,0.0006181658,0.0005004703,0.000031479347,0.000037560534,0.000014727482,0.000017847291,0.0006463717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986572,0.000041203337,0.00024902885,0.0003079655,0.0003941757,0.0003503707],"domain_scores_gemma":[0.99926376,0.0000745023,0.000117343625,0.00032815826,0.0000018250283,0.00021441773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015869533,0.00016291742,0.00024819776,0.000060143917,0.00025303973,0.00011252058,0.00033275224,0.00008894396,0.00032234658],"category_scores_gemma":[0.000043564723,0.00016127886,0.000035707584,0.00010998354,0.00006966747,0.00043146586,0.00023898913,0.00011955842,0.00009581415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019673957,0.00047422975,0.9786887,0.000025010731,0.000027168966,0.00002355453,0.007629265,0.00020346651,0.012409124,0.000054674307,0.00026846526,0.00017666504],"study_design_scores_gemma":[0.00077727495,0.00008418879,0.9833296,0.000555732,0.000026071688,9.266722e-7,0.012011425,0.0010315868,0.00059715216,0.0012391957,0.000059008762,0.00028785685],"about_ca_topic_score_codex":0.0153886,"about_ca_topic_score_gemma":0.053101946,"teacher_disagreement_score":0.037713345,"about_ca_system_score_codex":0.0008387835,"about_ca_system_score_gemma":0.000011259529,"threshold_uncertainty_score":0.991168},"labels":[],"label_agreement":null},{"id":"W2748393751","doi":"10.1071/aj10076","title":"Global environmental review processes for oil and gas projects*","year":2011,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact statement; Environmental impact assessment; Commonwealth; Environmental planning; Scale (ratio); Engineering; Scope (computer science); Liquefied natural gas; Business; Environmental protection; Environmental resource management; Environmental science; Political science; Waste management; Natural gas; Geography","score_opus":0.0306934216422094,"score_gpt":0.273791773952256,"score_spread":0.24309835231004662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748393751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9451535,0.011762376,0.00023142873,0.0026997982,0.0002066409,0.0004440988,0.000052432388,0.000030335736,0.039419435],"genre_scores_gemma":[0.9489141,0.045701344,0.0014687713,0.002381891,0.00015087122,0.00005352264,0.000004697136,0.000021674647,0.0013031092],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990585,0.000059110265,0.00019982508,0.00015734798,0.00023050737,0.00029474706],"domain_scores_gemma":[0.9995696,0.000021785938,0.0001421982,0.00012418762,0.0000019701133,0.00014026606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040025546,0.00014506269,0.00014671468,0.000005694459,0.00041369686,0.0000345212,0.00027397284,0.00003397218,0.00087481487],"category_scores_gemma":[0.000030279854,0.00009021309,0.00006212855,0.00008333382,0.00029490917,0.0002743827,0.00017132363,0.00010701436,0.00008046883],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014938679,0.00069766166,0.45741534,0.00047465766,0.00014385472,0.000023587723,0.0036814588,0.0000045829975,0.0015813948,0.000119277596,0.017617453,0.5180913],"study_design_scores_gemma":[0.0034733163,0.0015894603,0.82994694,0.0014115443,0.00078214396,0.003252363,0.003932233,0.00004863149,0.0013506226,0.034952402,0.11766917,0.0015911811],"about_ca_topic_score_codex":0.00003201822,"about_ca_topic_score_gemma":0.000017084969,"teacher_disagreement_score":0.5165002,"about_ca_system_score_codex":0.0001618833,"about_ca_system_score_gemma":0.000014462375,"threshold_uncertainty_score":0.95786095},"labels":[],"label_agreement":null},{"id":"W2748724358","doi":"10.1071/aj13070","title":"Automating the process of net environmental benefit analysis (NEBA) for emergency response and environmental plans","year":2014,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Process (computing); Oil spill; Emergency response; Computer science; Table (database); Risk analysis (engineering); Operations research; Environmental science; Engineering; Data mining; Business; Environmental engineering","score_opus":0.006965672784926684,"score_gpt":0.25766055826577,"score_spread":0.25069488548084334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748724358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974127,0.00009391933,0.0012245155,0.0005337201,0.00007714322,0.00027667687,0.00008304161,0.000008805941,0.000289505],"genre_scores_gemma":[0.99902487,0.00013876015,0.00019876994,0.00013676772,0.000089498484,0.00001938899,0.0000150152555,0.000020051326,0.00035686124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982431,0.00023723487,0.0004341494,0.00021500695,0.0005127789,0.00035774318],"domain_scores_gemma":[0.9990054,0.00020311802,0.00039189475,0.00026193622,0.0000012413074,0.00013644014],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014921972,0.00020216183,0.00024410931,0.000039565635,0.00085759733,0.000042271524,0.00046966455,0.000060201244,0.0010969916],"category_scores_gemma":[0.000032260166,0.0001206343,0.00019978068,0.00014403803,0.00042283852,0.00022237076,0.00020422065,0.00021990015,0.000022007587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033631205,0.00025191053,0.91602325,0.000010237654,0.0004702693,0.0000016542093,0.0065068677,0.0050589163,0.056149166,0.0000360636,0.0002615457,0.014893827],"study_design_scores_gemma":[0.00052063796,0.0002522265,0.9845016,0.000007713375,0.0004166111,0.000040915584,0.003274849,0.0074428674,0.0012211042,0.0015103548,0.00061602733,0.00019508274],"about_ca_topic_score_codex":0.000022585864,"about_ca_topic_score_gemma":0.00002382191,"teacher_disagreement_score":0.068478376,"about_ca_system_score_codex":0.00012810962,"about_ca_system_score_gemma":0.0000044968424,"threshold_uncertainty_score":0.9998161},"labels":[],"label_agreement":null},{"id":"W2752041840","doi":"10.11606/issn.2319-0558.v4i2p175-186","title":"Mecanismos de participação da sociedade civil nas Conferências Internacionais ONU Habitat II E ONU Habitat III","year":2017,"lang":"pt","type":"article","venue":"Revista Digital de Direito Administrativo","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Civil society; Geography; Politics; Law; Art","score_opus":0.03965501591372567,"score_gpt":0.32714774735916513,"score_spread":0.28749273144543946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752041840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8741273,0.0004291139,0.00041712276,0.0021570849,0.00049391325,0.00096630363,0.0011855229,0.0001200133,0.1201036],"genre_scores_gemma":[0.9736526,0.00026780475,0.0001670739,0.00076558045,0.00033962337,0.000118433985,0.00015430886,0.00014359863,0.024390975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99362,0.000262933,0.0012532426,0.0013826571,0.0013644847,0.00211668],"domain_scores_gemma":[0.995301,0.00024100875,0.0011011101,0.0016319846,0.000038298313,0.0016865924],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00072587124,0.0011681202,0.0011847427,0.00005819905,0.0027627563,0.0053897137,0.0021307385,0.0005341333,0.002203981],"category_scores_gemma":[0.00056999514,0.0011975435,0.00079871423,0.00015942221,0.0024436824,0.003022964,0.0018476497,0.00085750024,0.0013120888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005294991,0.00551484,0.8927689,0.0005801697,0.0010069696,0.0016324085,0.013183684,0.00003484602,0.019354897,0.019248858,0.025530457,0.020614473],"study_design_scores_gemma":[0.004929825,0.0038387196,0.8403461,0.0015356431,0.00083268195,0.000275092,0.010313803,0.0007818302,0.011111255,0.004136747,0.117339134,0.004559183],"about_ca_topic_score_codex":0.00041139743,"about_ca_topic_score_gemma":0.0008907711,"teacher_disagreement_score":0.09952527,"about_ca_system_score_codex":0.0023617954,"about_ca_system_score_gemma":0.00054525514,"threshold_uncertainty_score":0.9994655},"labels":[],"label_agreement":null},{"id":"W2755331679","doi":"10.1186/s13750-017-0105-z","title":"Lessons for introducing stakeholders to environmental evidence synthesis","year":2017,"lang":"en","type":"article","venue":"Environmental Evidence","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Timeline; Scope (computer science); Stakeholder; Business; Stakeholder engagement; Process (computing); Stakeholder analysis; Systematic review; Empirical evidence; Public relations; Environmental resource management; Knowledge management; Political science; Process management; Computer science; Geography; Economics; MEDLINE","score_opus":0.11363837312038026,"score_gpt":0.3459345220605842,"score_spread":0.23229614894020395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755331679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878986,0.00032726262,0.0020994283,0.0059918966,0.0005938129,0.0018189156,0.0002045269,0.0000800127,0.0009855268],"genre_scores_gemma":[0.989329,0.00077725016,0.0053723636,0.00099238,0.0002981451,0.0005942023,0.000012004127,0.000099041215,0.0025256614],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9954645,0.00015494395,0.0005884948,0.001507758,0.0011414693,0.0011428224],"domain_scores_gemma":[0.9962881,0.00068888726,0.00044534798,0.0018612619,0.000001562573,0.000714847],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010325159,0.0006265448,0.0005241044,0.0000647287,0.0023115277,0.00039418763,0.0019453873,0.00018993982,0.005309498],"category_scores_gemma":[0.0009848045,0.0006413888,0.00031487216,0.000071299895,0.0010902798,0.0028745425,0.0017951962,0.0003097693,0.0033191026],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028057856,0.0005691528,0.25537658,0.000039613053,0.00009202168,0.000036094032,0.0016664815,0.0013376189,0.6396097,0.000043900447,0.0061596134,0.09478867],"study_design_scores_gemma":[0.00045885253,0.0004153938,0.9460041,0.0003651439,0.00016732611,0.000017106579,0.0011061584,0.00033755903,0.041341603,0.00025303237,0.008419073,0.0011146384],"about_ca_topic_score_codex":0.0004035499,"about_ca_topic_score_gemma":0.00008712066,"teacher_disagreement_score":0.6906276,"about_ca_system_score_codex":0.0018666722,"about_ca_system_score_gemma":0.000018929635,"threshold_uncertainty_score":0.99960375},"labels":[],"label_agreement":null},{"id":"W2756223085","doi":"10.4267/dechets-sciences-techniques.3643","title":"Evaluation des Risques Ecotoxicologiques liés à l’épandage de boues de STEP chaulées sur une parcelle agricole","year":2017,"lang":"en","type":"article","venue":"Environnement Ingénierie & Développement","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Sewage sludge; Environmental science; Lime; Hazard quotient; Sewage treatment; Waste management; Environmental engineering; Environmental chemistry; Engineering; Heavy metals; Chemistry; Biology","score_opus":0.04001904476773812,"score_gpt":0.3423906867191223,"score_spread":0.3023716419513842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756223085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9488231,0.00016375238,0.0013611665,0.0020702288,0.00017145413,0.0010001301,0.000019729203,0.00009652148,0.046293944],"genre_scores_gemma":[0.98768276,0.0017134163,0.00799703,0.0005102034,0.00012438525,0.00044607965,0.000045593744,0.000051536586,0.0014290181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961341,0.00042145108,0.0005134004,0.00065462245,0.0012102647,0.0010661444],"domain_scores_gemma":[0.99834394,0.000066093125,0.00044745626,0.0007530441,0.000016919977,0.00037253348],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027454162,0.00046017297,0.00036073686,0.000052613854,0.0022198483,0.0003451182,0.00081695506,0.00020247683,0.0068019074],"category_scores_gemma":[0.00020516179,0.0004434248,0.00015250989,0.00010275317,0.00084267824,0.00075683766,0.00095435604,0.00026398178,0.0003060731],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046794252,0.0011627437,0.82277036,0.000027992743,0.00016600387,0.00004466906,0.0045974134,0.00079180655,0.023805063,0.0001014335,0.004641653,0.14184408],"study_design_scores_gemma":[0.0012213017,0.00046939115,0.9474789,0.00006026883,0.00016819494,0.0000059854306,0.0018776259,0.0019107694,0.021319047,0.004245825,0.02062645,0.0006162644],"about_ca_topic_score_codex":0.0028989618,"about_ca_topic_score_gemma":0.0026035106,"teacher_disagreement_score":0.14122781,"about_ca_system_score_codex":0.0036298055,"about_ca_system_score_gemma":0.00008681294,"threshold_uncertainty_score":0.99980175},"labels":[],"label_agreement":null},{"id":"W2756614684","doi":"10.1142/s1464333217500156","title":"A Method for Evaluating Environmental Assessment Systems","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":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"U.S. Department of State","keywords":"Documentation; Strengths and weaknesses; Environmental impact assessment; Evaluation methods; Computer science; Management science; Process management; Risk analysis (engineering); Engineering; Business; Psychology; Reliability engineering; Political science","score_opus":0.03356178878901962,"score_gpt":0.41377905466519604,"score_spread":0.38021726587617644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756614684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8788607,0.0003722325,0.063042045,0.0029423647,0.0014335826,0.004096306,0.00037093242,0.000046675526,0.048835177],"genre_scores_gemma":[0.9060845,0.0015699907,0.08806428,0.0004688942,0.00039254225,0.0001392991,0.000021180747,0.00006491287,0.0031944031],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99605197,0.00024526368,0.0010454386,0.00058668683,0.001332117,0.0007385459],"domain_scores_gemma":[0.9970317,0.00015714398,0.0016754781,0.0006749317,0.0000041316657,0.0004566061],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020572962,0.0005228121,0.0006746704,0.00016353434,0.0014383054,0.0004642662,0.0008877428,0.00014753436,0.00047662636],"category_scores_gemma":[0.000024620214,0.00046712873,0.00033664933,0.00005461686,0.00049341324,0.0012442297,0.0012974064,0.0003529159,0.000028166072],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000516047,0.00549845,0.3615442,0.0004961421,0.0027268503,0.0002953989,0.001458862,0.0058716824,0.12159778,0.018340401,0.0057853675,0.47586882],"study_design_scores_gemma":[0.0047421907,0.0016013068,0.93607223,0.00011006208,0.0005416291,0.00012426276,0.0021025138,0.00660456,0.00022764687,0.0026847955,0.04443158,0.000757247],"about_ca_topic_score_codex":0.000146391,"about_ca_topic_score_gemma":0.0000063510215,"teacher_disagreement_score":0.57452804,"about_ca_system_score_codex":0.002018457,"about_ca_system_score_gemma":0.00003478579,"threshold_uncertainty_score":0.99986166},"labels":[],"label_agreement":null},{"id":"W2760148192","doi":"","title":"Development Permit System Policy Development in Ontario: Factors that Contribute to Implementation","year":2014,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Environmental planning; Risk analysis (engineering); Process management; Environmental science","score_opus":0.07393439111893217,"score_gpt":0.31801571449880167,"score_spread":0.24408132337986949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760148192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976027,0.0000014886705,0.00057944097,0.000075604854,0.00014413634,0.0005922946,0.000008463968,0.000081360726,0.0009145266],"genre_scores_gemma":[0.9955562,0.0000011715346,0.0003524135,0.00029833213,0.000019649635,0.00000711308,0.00006593448,0.000030830637,0.003668374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739766,0.00020199445,0.0003675815,0.0005963776,0.000687942,0.0007484517],"domain_scores_gemma":[0.99899703,0.00004213341,0.00017659352,0.00028839966,0.000010814573,0.00048499645],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047143915,0.00037872713,0.0003492495,0.00030646255,0.00039978418,0.0001581327,0.00059729576,0.00014823338,0.00024709685],"category_scores_gemma":[0.00001158928,0.0004070799,0.0000722685,0.00039709,0.000064016655,0.0011604781,0.0007113581,0.00032456467,0.00079209486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026921682,0.000082056074,0.9917358,0.000012452396,0.000026981319,0.000025669991,0.0054461686,0.00004323143,0.0009571823,0.000029447066,6.218392e-7,0.0016134587],"study_design_scores_gemma":[0.0010139026,0.000058059017,0.97171277,0.000068139285,0.000015289135,0.0000035612102,0.0023857343,1.2356865e-7,0.006729895,0.000006022732,0.017550023,0.00045646896],"about_ca_topic_score_codex":0.0038819879,"about_ca_topic_score_gemma":0.5486056,"teacher_disagreement_score":0.54472363,"about_ca_system_score_codex":0.008459448,"about_ca_system_score_gemma":0.00017162683,"threshold_uncertainty_score":0.99998593},"labels":[],"label_agreement":null},{"id":"W2760668373","doi":"","title":"Portail des Autochtones au Canada : Colombie-Britannique – Environnement et ressources naturelles – Programmes et services généraux","year":2005,"lang":"fr","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.010628847917394879,"score_gpt":0.27011022462432205,"score_spread":0.25948137670692717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760668373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8481039,0.003583424,0.00004545269,0.039603077,0.000561944,0.0009741375,0.00020765283,0.00009737193,0.106823035],"genre_scores_gemma":[0.9437074,0.002760174,0.0046684253,0.007807882,0.00024777575,0.000114797585,0.0001175549,0.00007092102,0.040505055],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99552006,0.00043322137,0.0006719899,0.00080943725,0.0011855396,0.0013797391],"domain_scores_gemma":[0.9984195,0.0001606345,0.00031561786,0.0004347689,0.000012741117,0.0006567296],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070551364,0.0006725899,0.00049764,0.000045080924,0.0009163901,0.0002442377,0.0006750772,0.00036814177,0.0077981823],"category_scores_gemma":[0.000019045427,0.00065148296,0.00018234986,0.00025722268,0.0011929246,0.0011967361,0.0005137824,0.0005745602,0.00037380488],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010169023,0.004202489,0.7828846,0.00060099195,0.0006231577,0.00023161694,0.027964601,0.007189606,0.006279453,0.014669286,0.032787807,0.12246469],"study_design_scores_gemma":[0.00055773626,0.00022552855,0.4171661,0.00018360329,0.00009181457,0.000023000266,0.0068025007,0.00028491238,0.0032487195,0.00045668634,0.57023156,0.00072779186],"about_ca_topic_score_codex":0.92380685,"about_ca_topic_score_gemma":0.99021494,"teacher_disagreement_score":0.53744376,"about_ca_system_score_codex":0.0030167291,"about_ca_system_score_gemma":0.0003230657,"threshold_uncertainty_score":0.9995936},"labels":[],"label_agreement":null},{"id":"W2761511038","doi":"10.2495/sdp-v13-n2-197-207","title":"Comparative sustainability assessment using three rating systems in the Myanmar context","year":2018,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Context (archaeology); Rating system; Environmental resource management; Environmental planning; Environmental science; Environmental economics; Geography; Economics","score_opus":0.03532099203267602,"score_gpt":0.34124161418235444,"score_spread":0.3059206221496784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761511038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947215,0.00010999795,0.0021857915,0.00022706293,0.00024693494,0.00021712316,6.9100037e-7,0.0000031070701,0.0022877916],"genre_scores_gemma":[0.9981895,0.00000249984,0.0013739027,0.0001400895,0.00015332819,0.0000053713056,0.0000022515787,0.000004892343,0.00012816476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984473,0.00012000984,0.00043961077,0.00012575852,0.00060892414,0.00025842103],"domain_scores_gemma":[0.99931705,0.00012901287,0.00030896178,0.000054848,0.00013245823,0.00005765614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013932327,0.00012438798,0.00018907564,0.00009161216,0.0002673832,0.00018266971,0.00031989548,0.000041014122,0.00006223137],"category_scores_gemma":[0.00006148344,0.00008956923,0.000028881082,0.0001422112,0.00017812992,0.00058278244,0.0001801028,0.00020870267,0.0000024597427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010086164,0.00014705173,0.9372859,0.00001767071,0.00010247625,0.0007602293,0.05448403,0.002628124,0.00027209448,0.00093232776,0.00040931124,0.0028599082],"study_design_scores_gemma":[0.0006111579,0.00009702233,0.69209087,0.00007568801,0.000010565639,0.00008035581,0.2983381,0.0020385967,0.00009536112,0.00094401557,0.0054693273,0.00014897952],"about_ca_topic_score_codex":0.000457162,"about_ca_topic_score_gemma":0.000048173664,"teacher_disagreement_score":0.24519506,"about_ca_system_score_codex":0.0011981748,"about_ca_system_score_gemma":0.00013464969,"threshold_uncertainty_score":0.3652527},"labels":[],"label_agreement":null},{"id":"W2761742645","doi":"","title":"Canadian Environmental Assessment Act","year":2015,"lang":"en","type":"article","venue":"Encyclopedia of Canadian Laws","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Environmental science","score_opus":0.011077168441886049,"score_gpt":0.23919745039707357,"score_spread":0.22812028195518752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761742645","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41657785,0.000028278373,0.0000041808053,0.000678129,0.00028661574,0.00020559634,0.000120070144,0.000011089306,0.5820882],"genre_scores_gemma":[0.989522,0.00014236644,0.0012570249,0.0007911929,0.000094254574,0.000019944906,0.000079565645,0.0000329904,0.008060699],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980012,0.00007881809,0.00030007464,0.00031677276,0.0005516015,0.000751492],"domain_scores_gemma":[0.99683625,0.000020063182,0.000092277456,0.0003308686,0.0000033698284,0.0027171907],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002972381,0.00023471708,0.00023825232,0.0002569437,0.00017138806,0.000026515774,0.00039804706,0.00014298946,0.0075869365],"category_scores_gemma":[0.00002227968,0.0002443769,0.00008485329,0.00035600856,0.00023302341,0.00037158825,0.00009024454,0.00019984979,0.0011645643],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042610513,0.000073043986,0.93732476,0.000002586608,0.000026669431,0.000074101445,0.0010218387,0.00017974694,0.0002475793,0.0002927754,0.052188117,0.008564514],"study_design_scores_gemma":[0.0003071081,0.000086363725,0.40606365,0.000004217861,0.000016850214,0.0000062138724,0.0004709178,0.000035166726,0.000061734565,0.0003986873,0.5922847,0.000264421],"about_ca_topic_score_codex":0.95530534,"about_ca_topic_score_gemma":0.9797026,"teacher_disagreement_score":0.5740275,"about_ca_system_score_codex":0.0038486074,"about_ca_system_score_gemma":0.0007005165,"threshold_uncertainty_score":0.99997544},"labels":[],"label_agreement":null},{"id":"W2763331466","doi":"","title":"Green Infrastructure, Climate Change and Spatial Planning: Learning Lessons Across Borders","year":2017,"lang":"en","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Universidade de Lisboa; Centro de Investigação em Ciências Sociais; Fundação para a Ciência e a Tecnologia; Faculty of Arts, Ryerson University","keywords":"Green infrastructure; Climate change; Environmental planning; Environmental resource management; Natural hazard; Spatial planning; Resilience (materials science); Business; Food security; Flood myth; Disaster risk reduction; Natural resource economics; Geography; Agriculture; Environmental science","score_opus":0.09037463709146396,"score_gpt":0.4317324895218187,"score_spread":0.34135785243035477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763331466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867113,0.0002941618,0.000113789654,0.0022198283,0.0001318266,0.0009044599,0.00015038915,0.000083879735,0.009390356],"genre_scores_gemma":[0.9975296,0.0007343956,0.00045094793,0.000035960555,0.000070819726,0.00022706867,0.000029238934,0.00001784579,0.00090408686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99668366,0.00003893458,0.00023684526,0.0007237994,0.0011582109,0.0011585628],"domain_scores_gemma":[0.9991844,0.000102236896,0.00020263171,0.00023192207,0.000076492615,0.00020229378],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0029424091,0.00019673484,0.0001954993,0.0003612329,0.0056787,0.0003093373,0.00078921416,0.00020204067,0.000039474555],"category_scores_gemma":[0.0009815559,0.0001784533,0.00003139045,0.00061152835,0.0042984267,0.0011037289,0.00156691,0.00053584354,0.000010585302],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037937567,0.00008630845,0.74571455,0.000028061628,0.00001782735,0.000010559651,0.0010902978,0.00000282806,0.009999404,0.0023058876,0.0005521527,0.2401542],"study_design_scores_gemma":[0.0010136479,0.0008581494,0.94803685,0.000062823165,0.000009342673,0.00003371927,0.0017559027,0.0029429635,0.001787515,0.03313412,0.009887943,0.00047705002],"about_ca_topic_score_codex":0.0013748977,"about_ca_topic_score_gemma":0.00014848843,"teacher_disagreement_score":0.23967716,"about_ca_system_score_codex":0.00031562825,"about_ca_system_score_gemma":0.00010171823,"threshold_uncertainty_score":0.9984113},"labels":[],"label_agreement":null},{"id":"W2763593876","doi":"","title":"Point-in-Time Evaluations of Ontario Municipal Official Plans: Counties","year":2017,"lang":"en","type":"dataset","venue":"QSpace (Queen's University Library)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Population; Geography; Treaty; Government (linguistics); Plan (archaeology); Library science; Political science; Law; Computer science; Demography; Sociology; Archaeology; Ecology","score_opus":0.011111670773471721,"score_gpt":0.23368925702853474,"score_spread":0.22257758625506302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763593876","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13527791,0.0000044688345,0.0000018619537,0.0022208628,0.00025052016,0.0005713641,0.85136425,0.00004161088,0.010267121],"genre_scores_gemma":[0.0053548296,0.000267237,0.0003117135,0.00015790854,0.00008254214,0.000002319714,0.76869786,0.00004019669,0.2250854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980036,0.00016860978,0.00023749786,0.00044782407,0.0007276987,0.00041476983],"domain_scores_gemma":[0.998587,0.000069984606,0.00041492522,0.000751326,0.0000040394157,0.00017270925],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011701944,0.0003551111,0.00051420234,0.00016331962,0.00033200625,0.00008000365,0.0014382957,0.0003867324,0.016426926],"category_scores_gemma":[0.00002047689,0.00040601642,0.00017695752,0.00015323916,0.0005901349,0.001677035,0.0013433964,0.0005380937,0.0010611478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008193603,0.0002881505,0.03803484,0.000018352377,0.000050052626,0.000077630095,0.00056615955,0.00011979831,0.000003080518,0.0000055996834,0.96073383,0.000020569498],"study_design_scores_gemma":[0.0005508135,0.00012836911,0.10668292,0.00009259565,0.00012031983,2.5235528e-7,0.00030039725,0.000002346069,0.000036479476,0.00008980474,0.8915987,0.00039698213],"about_ca_topic_score_codex":0.51369995,"about_ca_topic_score_gemma":0.12117046,"teacher_disagreement_score":0.3925295,"about_ca_system_score_codex":0.0013033432,"about_ca_system_score_gemma":0.00033027903,"threshold_uncertainty_score":0.9998392},"labels":[],"label_agreement":null},{"id":"W2765130784","doi":"10.14288/1.0357173","title":"Sustainability rating systems for large infrastructure projects : good management practices for the inclusion of Envision in the Metro Vancouver Regional District","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Inclusion (mineral); Environmental planning; Economic growth; Business; Regional science; Environmental resource management; Geography; Economics; Sociology; Social science","score_opus":0.02627392895316076,"score_gpt":0.3468374399044769,"score_spread":0.32056351095131613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765130784","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3598587,0.00036233306,0.074832425,0.018824859,0.0039761662,0.09687995,0.0011792073,0.00006743399,0.44401893],"genre_scores_gemma":[0.9860713,0.0000332266,0.0008453267,0.00007629221,0.00003737941,0.0011431668,0.000009343646,0.000007644214,0.011776357],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989802,0.00011847409,0.00020152445,0.00021137905,0.00028803453,0.00020039313],"domain_scores_gemma":[0.998649,0.00042997577,0.00050468766,0.00037803146,0.000014460196,0.000023857569],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012351293,0.00009680734,0.00012638842,0.000014616244,0.008199492,0.0004995365,0.00079283206,0.00004582392,0.000054066306],"category_scores_gemma":[0.00034023056,0.000056785608,0.000062076964,0.00020648888,0.00009144395,0.0005397181,0.0013252973,0.00009572804,3.2128287e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008091074,0.0027160912,0.16367231,0.0004247888,0.00029775445,0.0000058502014,0.012118568,0.008503474,0.0003122947,0.0030796623,0.7888044,0.019255692],"study_design_scores_gemma":[0.00358458,0.000582946,0.42922565,0.00006612764,0.00020779597,0.0000022097624,0.08813168,0.0127297845,0.00009478513,0.0105751455,0.4544586,0.00034071124],"about_ca_topic_score_codex":0.011651154,"about_ca_topic_score_gemma":0.014655975,"teacher_disagreement_score":0.6262126,"about_ca_system_score_codex":0.00052137725,"about_ca_system_score_gemma":0.00003248895,"threshold_uncertainty_score":0.9949303},"labels":[],"label_agreement":null},{"id":"W2765260546","doi":"10.1093/eurpub/ckx187.367","title":"A pilot of integrative (cumulative) health impact assessment in Northern British Columbia, Canada","year":2017,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Health impact assessment; Environmental health; Geography; Medicine; Public health; Nursing","score_opus":0.04556936961713643,"score_gpt":0.33860614081424445,"score_spread":0.293036771197108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765260546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98581666,0.00008109076,0.0005275636,0.0028619003,0.00025841975,0.00021074178,0.00004309769,0.0000032380176,0.010197295],"genre_scores_gemma":[0.99829936,0.00010486975,0.0005258833,0.00052165403,0.0000597574,9.064093e-7,0.0000048064267,0.000023958864,0.00045882154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99543065,0.002164868,0.0009461629,0.0001848329,0.0007266526,0.00054682384],"domain_scores_gemma":[0.99691665,0.000053767024,0.002009292,0.00027385878,0.000029683237,0.00071674946],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0060886564,0.00013962599,0.000497799,0.000033581124,0.0004302129,0.00025552037,0.0006341599,0.000011329256,0.00095180323],"category_scores_gemma":[0.00017822649,0.00014774504,0.0001000799,0.000114744114,0.00023842338,0.0006330892,0.00021683196,0.00048056312,0.0000064035903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031490285,0.00034457786,0.88906384,0.00000834307,0.00003371025,0.00009438871,0.0014186178,0.00004401568,0.000016029398,0.000002385915,0.0034827234,0.105488196],"study_design_scores_gemma":[0.0008402349,0.0015733936,0.99478745,0.00012035091,0.0000019301717,0.000032402957,0.0014524391,0.000018863188,5.00277e-7,0.000026414413,0.0010380413,0.00010798977],"about_ca_topic_score_codex":0.96815604,"about_ca_topic_score_gemma":0.9935006,"teacher_disagreement_score":0.10572358,"about_ca_system_score_codex":0.0039884835,"about_ca_system_score_gemma":0.0020594017,"threshold_uncertainty_score":0.99996144},"labels":[],"label_agreement":null},{"id":"W2765770460","doi":"10.1093/eurpub/ckx187.162","title":"Analyzing the effects of health impact assessment on the Vieux-Sorel renewal project","year":2017,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine","score_opus":0.06639299685378446,"score_gpt":0.38226438069402124,"score_spread":0.3158713838402368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765770460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9463513,0.00023655822,0.0015401215,0.034332912,0.00045775567,0.0006312802,0.000007337926,0.00000897284,0.016433757],"genre_scores_gemma":[0.9975791,0.0005904598,0.0002485632,0.0012413111,0.00015396645,0.0000026094458,0.0000013082932,0.00002595971,0.00015671279],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99227226,0.005473928,0.00078179553,0.00017432618,0.00074894715,0.00054874754],"domain_scores_gemma":[0.9964159,0.0002567551,0.0023835006,0.0006177373,0.000014631133,0.000311473],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.017860988,0.0001910826,0.00037688753,0.00005659605,0.0013399298,0.00021556312,0.0011898001,0.000018170691,0.00012516345],"category_scores_gemma":[0.0004657951,0.000092663024,0.00024243047,0.00014076698,0.0003715272,0.00038249395,0.00031593864,0.000509414,0.000024188648],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018339204,0.000920462,0.29768747,0.00008573459,0.00026602688,0.000047298578,0.0063057295,0.000090807574,0.00060353207,0.0003650218,0.021997191,0.6716124],"study_design_scores_gemma":[0.000490026,0.0017213597,0.9932565,0.00010413597,0.0000084575095,0.00001570533,0.000481148,0.000023109924,0.000023551676,0.000086126056,0.0037011383,0.00008872967],"about_ca_topic_score_codex":0.0007298597,"about_ca_topic_score_gemma":0.000027970182,"teacher_disagreement_score":0.69556904,"about_ca_system_score_codex":0.00083731447,"about_ca_system_score_gemma":0.00032129872,"threshold_uncertainty_score":0.9999602},"labels":[],"label_agreement":null},{"id":"W2765802640","doi":"10.1111/josh.12566","title":"Review of Education‐Focused Health Impact Assessments Conducted in the United States","year":2017,"lang":"en","type":"article","venue":"Journal of School Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"National Center for Advancing Translational Sciences","keywords":"Health impact assessment; Stakeholder; Diversity (politics); Psychology; Needs assessment; Environmental health; Medical education; Impact assessment; Health policy; Political science; Environmental planning; Public health; Medicine; Public relations; Nursing; Geography; Public administration","score_opus":0.07330782838206826,"score_gpt":0.4664672636266583,"score_spread":0.39315943524459007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765802640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9680881,0.004869797,0.00003699943,0.025021622,0.0002736819,0.000575359,0.000024208557,0.000003307199,0.0011069297],"genre_scores_gemma":[0.9113973,0.06983039,0.001014238,0.017571172,0.00007426269,0.000005301247,0.000024881048,0.000012835703,0.000069631526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975999,0.000523991,0.00086390326,0.00011025525,0.0005985116,0.00030345737],"domain_scores_gemma":[0.99699014,0.00005748107,0.0022049833,0.00037726216,0.00002593985,0.00034421665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027835052,0.00013452259,0.0004339991,0.000077983284,0.00032015133,0.000055501074,0.0006763091,0.000034068322,0.0007959543],"category_scores_gemma":[0.00014992934,0.00008391789,0.00011450699,0.00022342578,0.00014494258,0.000595846,0.00008011257,0.00041717626,0.000023212133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000627759,0.0013152366,0.77953476,0.0011241297,0.000065613465,0.0000061830856,0.0016101571,0.00010708678,0.00015537144,0.000028596978,0.17152064,0.04446945],"study_design_scores_gemma":[0.0005627064,0.00071092177,0.9897187,0.0023725044,0.000009641968,0.00002080363,0.0009114099,0.000014543973,0.000009361619,0.0003660959,0.005223504,0.000079850186],"about_ca_topic_score_codex":0.008666968,"about_ca_topic_score_gemma":0.00011707629,"teacher_disagreement_score":0.21018389,"about_ca_system_score_codex":0.0012421305,"about_ca_system_score_gemma":0.0008398562,"threshold_uncertainty_score":0.9979344},"labels":[],"label_agreement":null},{"id":"W2765808822","doi":"10.47339/ephj.2016.105","title":"Evaluation of the general public’s knowledge on ingredients in personal care products","year":2016,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"British Columbia Institute of Technology","keywords":"Null hypothesis; Test (biology); Public health; Government (linguistics); Environmental health; Personal care; Health care; Legislation; Medicine; General knowledge; Purchasing; Business; Psychology; Family medicine; Nursing; Marketing; Political science; Social psychology; Mathematics","score_opus":0.0743070139986301,"score_gpt":0.33960058748475114,"score_spread":0.26529357348612104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765808822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866438,0.00026384572,0.00001388325,0.007370409,0.00060783495,0.00059952034,0.000043746117,0.000008388163,0.00444861],"genre_scores_gemma":[0.9984554,0.00016398876,0.000078975245,0.0005913305,0.00019242777,0.000028214507,0.00000780167,0.000027238675,0.00045463938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99480677,0.0011305943,0.0006083681,0.00040425517,0.0022683907,0.00078165106],"domain_scores_gemma":[0.9987616,0.000039268645,0.00045286954,0.0002943451,0.00001544523,0.00043646438],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032803798,0.0002514062,0.00025194796,0.000105987376,0.00045929346,0.00005084794,0.0004998766,0.00010346499,0.0025677087],"category_scores_gemma":[0.00020579557,0.00015393451,0.00012702835,0.00028794183,0.0004499235,0.0007514936,0.0003567124,0.0003604003,0.0002119678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001543505,0.0010718183,0.6289521,0.000012315634,0.000030608127,0.0000020089956,0.004952191,0.000044875058,0.0054605165,0.000031936044,0.0020512945,0.3573749],"study_design_scores_gemma":[0.0020374476,0.0002497154,0.9830636,0.00006337956,0.000012603494,0.000025218047,0.0015213616,0.00011075992,0.00042873705,0.00014659429,0.012137824,0.00020276144],"about_ca_topic_score_codex":0.00007164692,"about_ca_topic_score_gemma":0.00012301965,"teacher_disagreement_score":0.35717213,"about_ca_system_score_codex":0.007905462,"about_ca_system_score_gemma":0.0003584146,"threshold_uncertainty_score":0.99834406},"labels":[],"label_agreement":null},{"id":"W2765942933","doi":"10.1080/14615517.2017.1390873","title":"Closing the regulatory gap: revisions to the conventional practice of ex-post plans for EIAs to protect the valued components of Aboriginal peoples in Canada","year":2017,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Closing (real estate); Context (archaeology); Plan (archaeology); Political science; Environmental planning; Pipeline (software); Environmental resource management; Geography; Law; Engineering; Archaeology; Environmental science","score_opus":0.033570743817467955,"score_gpt":0.41254328124488754,"score_spread":0.3789725374274196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765942933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99030346,0.000021910322,0.00021909813,0.0051961257,0.00020573108,0.0021957953,0.00025486486,0.000003851243,0.0015991393],"genre_scores_gemma":[0.99840677,0.00002256452,0.0010138416,0.0002829884,0.00006248927,0.00013425892,0.000019796369,0.000014492981,0.00004282922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981091,0.00027019225,0.00036507132,0.0002354028,0.00068405754,0.00033615803],"domain_scores_gemma":[0.99805975,0.00094508304,0.00040094153,0.00047184527,0.000023797558,0.0000985958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013163363,0.00019505683,0.00025900218,0.0000302772,0.00067158934,0.00010500491,0.00061898056,0.000040507864,0.00007693128],"category_scores_gemma":[0.00030513614,0.00010152541,0.00009278163,0.0001329738,0.00024845378,0.00031561631,0.00025613717,0.00019648616,0.000002347264],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008127723,0.00041030566,0.9595633,0.00007912981,0.00021695273,0.000004996443,0.007756723,0.00085721246,0.01678879,0.0012441201,0.0065723555,0.0056933044],"study_design_scores_gemma":[0.00057421136,0.0003105901,0.9884816,0.00008196416,0.000054644584,0.00000749046,0.0036153537,0.00030057534,0.00031614437,0.00003921576,0.006075614,0.00014260669],"about_ca_topic_score_codex":0.45866424,"about_ca_topic_score_gemma":0.27796248,"teacher_disagreement_score":0.18070176,"about_ca_system_score_codex":0.00038900058,"about_ca_system_score_gemma":0.000561113,"threshold_uncertainty_score":0.7352128},"labels":[],"label_agreement":null},{"id":"W2766009930","doi":"10.3390/su9101909","title":"A Systemic Tool and Process for Sustainability Assessment","year":2017,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Sustainability; Process (computing); Sustainable development; Process management; Social sustainability; Environmental resource management; Environmental planning; Management science; Business; Environmental economics; Political science; Engineering; Computer science; Economics; Geography","score_opus":0.011653031325745555,"score_gpt":0.34951517563670637,"score_spread":0.3378621443109608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766009930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99249387,0.000012421387,0.0009955802,0.001850684,0.00009135139,0.0023059538,0.00001989778,0.000045230216,0.0021850069],"genre_scores_gemma":[0.998237,0.000005320198,0.00024295998,0.00006776576,0.00004421784,0.0004615115,0.000005293089,0.000017863638,0.00091806473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981495,0.000092548355,0.0002911574,0.00059279357,0.0003255379,0.00054844655],"domain_scores_gemma":[0.99861574,0.00008666818,0.00021034847,0.00082369585,0.00009078239,0.00017278701],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010920601,0.00022271233,0.0002820879,0.000014940398,0.0013678416,0.00020085598,0.0004224777,0.00011362571,0.00014733577],"category_scores_gemma":[0.0012363207,0.00019995657,0.00009633085,0.00004504207,0.00091703364,0.0007185179,0.00050328637,0.00014839726,0.000004605303],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044543387,0.00020618795,0.9850184,0.0004200226,0.000012264164,0.000004623694,0.00062056433,0.00005528515,0.000097184224,0.0012371583,0.00006010987,0.012223707],"study_design_scores_gemma":[0.0006144185,0.00014326809,0.85675,0.0000075733865,0.000025034491,0.0000043285845,0.0031369468,0.00043199863,0.00007803429,0.13806586,0.0004970453,0.00024545947],"about_ca_topic_score_codex":0.0005845335,"about_ca_topic_score_gemma":0.00006423202,"teacher_disagreement_score":0.1368287,"about_ca_system_score_codex":0.0035799237,"about_ca_system_score_gemma":0.00019284022,"threshold_uncertainty_score":0.9999322},"labels":[],"label_agreement":null},{"id":"W2766046745","doi":"10.1002/ieam.1972","title":"The need for resilience in environmental impact assessment","year":2017,"lang":"en","type":"editorial","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petrel Robertson Consulting (Canada)","funders":"","keywords":"Resilience (materials science); Environmental impact assessment; Environmental planning; Environmental science; Environmental resource management; Environmental health; Environmental protection; Medicine; Ecology; Biology","score_opus":0.007011219252980681,"score_gpt":0.30884460827210414,"score_spread":0.30183338901912343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766046745","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25473312,0.0027969382,0.0031677678,0.0023187182,0.6283889,0.0279798,0.0068512117,0.00048263333,0.07328093],"genre_scores_gemma":[0.83350825,0.04947579,0.005936695,0.00033433156,0.053700056,0.0058276705,0.0070064957,0.0006501341,0.04356059],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929933,0.00031289834,0.0011589398,0.0017822768,0.0021326288,0.0016199518],"domain_scores_gemma":[0.99657214,0.0006610107,0.00089403795,0.0014344924,0.0000044012722,0.00043395057],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0016304466,0.0013930721,0.0010039321,0.00016576676,0.001968321,0.0008182589,0.0018001837,0.0007965202,0.00078721915],"category_scores_gemma":[0.00003610191,0.0010376051,0.0004845937,0.00013750291,0.0016078542,0.0007728782,0.0020903538,0.0015497532,0.0001402086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003019581,0.0013646452,0.09523359,0.00010068962,0.00065377756,0.00012852126,0.00022635827,0.00044638588,0.0010189279,0.00010364672,0.81903064,0.08139086],"study_design_scores_gemma":[0.002863766,0.00068239076,0.29238164,0.00016124398,0.0002795009,0.0000038505236,0.0013969718,0.0015199722,0.000024761828,0.0008085232,0.69857264,0.0013047238],"about_ca_topic_score_codex":0.00069071836,"about_ca_topic_score_gemma":0.00060483074,"teacher_disagreement_score":0.5787751,"about_ca_system_score_codex":0.006771632,"about_ca_system_score_gemma":0.0000998121,"threshold_uncertainty_score":0.999882},"labels":[],"label_agreement":null},{"id":"W2766500732","doi":"10.1080/21582041.2017.1393556","title":"Environmental impact assessment: evidence-based policymaking in Brazil","year":2017,"lang":"en","type":"article","venue":"Contemporary Social Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Latin Americans; Environmental impact assessment; Sustainability; Vision; Adjudication; State (computer science); Political science; Public administration; Public economics; Economic growth; Sociology; Economics; Law","score_opus":0.06921771778026461,"score_gpt":0.4013212535216949,"score_spread":0.33210353574143026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766500732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90969,0.000054232798,0.000058405087,0.0010666684,0.00020951965,0.00037146694,0.000018467052,0.000035679524,0.08849556],"genre_scores_gemma":[0.99854594,0.000015391439,0.00020902664,0.0007719222,0.00012552571,0.00002871094,0.000004685967,0.000022248238,0.0002765397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675363,0.00013400245,0.00037424918,0.0007051047,0.0012247514,0.0008082546],"domain_scores_gemma":[0.99858564,0.000073301904,0.00041586845,0.0005988118,0.0000039847887,0.00032238427],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0014084856,0.00030806914,0.0003224671,0.000102560436,0.0028133981,0.00055321597,0.0017562477,0.00012147327,0.0012528789],"category_scores_gemma":[0.0001381086,0.0002871924,0.00017833909,0.00030292748,0.0037303478,0.0048358254,0.000909317,0.00033191443,0.0002183148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002182425,0.00017303256,0.95945525,0.000002682525,0.0000045764878,0.000030419138,0.0006681298,0.0000284821,0.02946264,0.00010500827,0.00032155804,0.009726422],"study_design_scores_gemma":[0.00062561093,0.00009916492,0.99649745,0.00004365994,0.000004681894,0.0000014119853,0.00020910402,0.0005450495,0.00069093757,0.00041625372,0.0005220535,0.0003446274],"about_ca_topic_score_codex":0.0029843892,"about_ca_topic_score_gemma":0.00008692394,"teacher_disagreement_score":0.088855945,"about_ca_system_score_codex":0.0023015044,"about_ca_system_score_gemma":0.00029633287,"threshold_uncertainty_score":0.99995804},"labels":[],"label_agreement":null},{"id":"W2766634428","doi":"10.1080/14615517.2017.1390874","title":"Impact assessment and indigenous self-determination: a scalar framework of participation options","year":2017,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Naturvårdsverket; University of Leeds","keywords":"Aotearoa; Indigenous; Indigenous rights; Politics; Public administration; Political science; State (computer science); Environmental planning; Business; Environmental resource management; Geography; Law; Economics; Computer science; Ecology","score_opus":0.028102378166564954,"score_gpt":0.45170705496707,"score_spread":0.423604676800505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766634428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937534,0.000044599714,0.001215484,0.00014318434,0.00017662345,0.000760257,0.000054540807,0.000054204214,0.0037977127],"genre_scores_gemma":[0.9856186,0.00025914193,0.013801592,0.000025904274,0.00009793618,0.000092012866,0.000032538497,0.00003186807,0.000040434577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778247,0.00018270903,0.00042009467,0.0004373951,0.0006299817,0.0005473796],"domain_scores_gemma":[0.9984179,0.00023301123,0.0005276856,0.0005232602,0.000017766992,0.00028033758],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006168946,0.0003707514,0.00043313933,0.00008917765,0.0009644185,0.0004147911,0.00030691247,0.00020720591,0.00044438822],"category_scores_gemma":[0.00006350453,0.000300627,0.00015358171,0.00013821972,0.00045642565,0.0012618605,0.000434235,0.0003372205,0.000009778581],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002977767,0.000548978,0.97741735,0.000025489535,0.00011684225,0.00000690257,0.003512591,0.0000234295,0.0020476328,0.00018503495,0.0000802709,0.016005678],"study_design_scores_gemma":[0.000769797,0.00096299,0.99445236,0.000041434778,0.00012152346,0.0000132300065,0.00036686668,0.0020590557,0.00012846437,0.0006650145,0.00007959598,0.0003396413],"about_ca_topic_score_codex":0.0015372277,"about_ca_topic_score_gemma":0.00006682311,"teacher_disagreement_score":0.017035013,"about_ca_system_score_codex":0.0004744368,"about_ca_system_score_gemma":0.00016104455,"threshold_uncertainty_score":0.99994457},"labels":[],"label_agreement":null},{"id":"W2767333260","doi":"","title":"Projecting the Influence of Climate Change on Extreme Ground-level Ozone Events in Selected Ontario Cities =","year":2015,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ground Level Ozone; Climate change; Ozone; Geography; Environmental science; Climatology; Meteorology; Oceanography; Geology","score_opus":0.04737721309488034,"score_gpt":0.2753831537002626,"score_spread":0.22800594060538226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767333260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.958195,0.00003907307,5.600365e-7,0.000037643156,0.00009095297,0.00048433428,0.000023815057,0.000012058352,0.04111661],"genre_scores_gemma":[0.9913498,0.0002459777,0.000116833806,0.000015043623,0.000013264284,0.0000025039758,0.000084177766,0.000014882876,0.008157498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986296,0.00010014994,0.00015078591,0.00026439238,0.00056253624,0.00029253497],"domain_scores_gemma":[0.9992589,0.00003267369,0.00040812648,0.00021214335,0.000021685664,0.000066479086],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024020037,0.00021472738,0.00032117157,0.000032272303,0.00016614997,0.000005129797,0.00039803967,0.00017970456,0.0028160051],"category_scores_gemma":[0.000015923073,0.00021512501,0.000075877964,0.00012478435,0.0001222183,0.0005922839,0.00015508337,0.00023893981,0.000030867606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069927867,0.00052806735,0.6009616,0.00014473803,0.000096439544,0.000012547813,0.37638545,0.00021373971,0.003072197,0.00003051019,0.000095279436,0.017760111],"study_design_scores_gemma":[0.00042387296,0.00018408189,0.95233834,0.00018438687,0.000041152918,4.5479482e-7,0.046527196,0.000014208676,0.000024254996,0.000033454904,0.000043733016,0.00018488575],"about_ca_topic_score_codex":0.8880045,"about_ca_topic_score_gemma":0.9590468,"teacher_disagreement_score":0.35137668,"about_ca_system_score_codex":0.0023557828,"about_ca_system_score_gemma":0.0000635117,"threshold_uncertainty_score":0.9980956},"labels":[],"label_agreement":null},{"id":"W2767783417","doi":"10.5751/es-09727-220415","title":"Evaluation of a new method for assessing resilience in urban aquatic social-ecological systems","year":2017,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Environmental resource management; Ecology; Environmental planning; Ecological systems theory; Geography; Environmental science; Biology","score_opus":0.061219590860558865,"score_gpt":0.4051957902393967,"score_spread":0.34397619937883783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767783417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99436766,0.000028919803,0.0019010212,0.0002741616,0.00012784582,0.0004089841,0.0000019571448,0.000004825703,0.002884652],"genre_scores_gemma":[0.9955475,0.000013754461,0.0039990544,0.000092383794,0.000041284242,0.000045511297,0.000001571769,0.000004242323,0.00025470788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989288,0.0002270766,0.00018031202,0.00019853543,0.00027276902,0.00019249812],"domain_scores_gemma":[0.9994872,0.00015498236,0.00020222382,0.00010282372,0.000005715203,0.000047049638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027947125,0.00007807904,0.00019607786,0.0000062295317,0.00054084935,0.00004043089,0.00014577413,0.0001710829,0.000091308306],"category_scores_gemma":[0.00023033966,0.00007065999,0.00006413004,0.000030081454,0.00030219543,0.00025460238,0.00012105392,0.00009077334,0.0000033330887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071052445,0.00017929866,0.97499615,0.00001540499,0.000032245665,5.379418e-7,0.0057815146,0.00030501714,0.0037226984,0.00033879958,0.002017989,0.012603221],"study_design_scores_gemma":[0.0007297943,0.000056504534,0.958631,0.0000051080583,0.000052026164,6.275354e-7,0.0021109215,0.033186678,0.00005370624,0.005038719,0.00006072041,0.00007420983],"about_ca_topic_score_codex":0.00027414682,"about_ca_topic_score_gemma":0.00017703624,"teacher_disagreement_score":0.032881662,"about_ca_system_score_codex":0.00028510054,"about_ca_system_score_gemma":0.00005041784,"threshold_uncertainty_score":0.41598308},"labels":[],"label_agreement":null},{"id":"W2767887515","doi":"10.1080/14615517.2017.1364026","title":"An adaptable Health Impact Assessment (HIA) framework for assessing health within Environmental Assessment (EA): Canadian context, international application","year":2017,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Intrinsik (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Health impact assessment; Context (archaeology); Environmental impact assessment; Process (computing); Impact assessment; Health assessment; Scale (ratio); Environmental planning; Strategic environmental assessment; Computer science; Environmental resource management; Risk analysis (engineering); Process management; Political science; Public health; Business; Environmental science; Medicine; Geography","score_opus":0.037590925790806355,"score_gpt":0.4752414409980074,"score_spread":0.43765051520720105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767887515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9160605,0.00013410827,0.0638748,0.006305037,0.0017418944,0.0047260444,0.0013454251,0.00017468676,0.0056374795],"genre_scores_gemma":[0.9472713,0.00018194751,0.049130086,0.0010039707,0.00043550658,0.0004766176,0.0012742382,0.00012524899,0.000101071615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942887,0.00044045373,0.0010259502,0.0012983127,0.0012658754,0.0016807027],"domain_scores_gemma":[0.99535924,0.00023452954,0.0015721555,0.0012237374,0.000021144408,0.0015891815],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0026135293,0.0008754501,0.0009619684,0.00022839326,0.0036135495,0.001992734,0.0011897235,0.00033472554,0.000719058],"category_scores_gemma":[0.00005701001,0.0007909002,0.00035549578,0.0001579656,0.0004965284,0.0033418268,0.0004136961,0.0008813265,0.00002130679],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007273163,0.00096637814,0.8998547,0.0000356986,0.00030088512,0.000007444756,0.0019387434,0.00049571274,0.001441477,0.0019089233,0.002491766,0.09048555],"study_design_scores_gemma":[0.0019167527,0.0016983988,0.9557128,0.00008594923,0.0000543331,0.000028982757,0.0041053453,0.02981836,0.0000349204,0.0014103948,0.0042378604,0.0008959088],"about_ca_topic_score_codex":0.15892807,"about_ca_topic_score_gemma":0.025909202,"teacher_disagreement_score":0.13301887,"about_ca_system_score_codex":0.008024142,"about_ca_system_score_gemma":0.0024608613,"threshold_uncertainty_score":0.9994542},"labels":[],"label_agreement":null},{"id":"W2776438891","doi":"10.1002/ieam.2008","title":"In Memoriam: Peter Michael Chapman (1951–2017)","year":2017,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Enthusiasm; Sociology; Environmental ethics; Psychology","score_opus":0.013251433487747665,"score_gpt":0.2884565860158026,"score_spread":0.27520515252805494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2776438891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8626436,0.000040107374,0.000159287,0.0008365492,0.00093487685,0.00084540603,0.000030421448,0.00004203156,0.13446769],"genre_scores_gemma":[0.98501533,0.0012836548,0.003017484,0.00072320463,0.00010147056,0.00009641618,0.000049235216,0.000042763873,0.009670465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748075,0.000077275596,0.00042079831,0.0007748602,0.0005884224,0.00065788813],"domain_scores_gemma":[0.99875474,0.000017632741,0.00024277148,0.00074199116,0.000001070961,0.00024180808],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036372142,0.00045900786,0.00035333578,0.00009149042,0.0006649212,0.0002592149,0.0006752625,0.00013070698,0.0030012107],"category_scores_gemma":[0.0000036369518,0.00041648227,0.00010104748,0.000066666704,0.0006424055,0.0011591172,0.0014145907,0.00032789167,0.0005855439],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008719059,0.0014916214,0.9395935,0.000046874677,0.0002104108,0.0006650213,0.0007784636,0.00007792497,0.008144259,0.0017011943,0.010977325,0.03622624],"study_design_scores_gemma":[0.0015330934,0.0001339089,0.94171786,0.000039951516,0.00005290776,0.000012096562,0.0007917878,0.00048679492,0.00024937032,0.0012128056,0.05324109,0.00052835274],"about_ca_topic_score_codex":0.0007146351,"about_ca_topic_score_gemma":0.00027195847,"teacher_disagreement_score":0.12479723,"about_ca_system_score_codex":0.0009307666,"about_ca_system_score_gemma":0.000005134505,"threshold_uncertainty_score":0.9998287},"labels":[],"label_agreement":null},{"id":"W2783853342","doi":"10.1139/er-2017-0083","title":"The discontinuity of environmental effects monitoring in the Lower Athabasca region of Alberta, Canada: institutional challenges to long-term monitoring and cumulative effects management","year":2018,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Association of Petroleum Producers","keywords":"Cumulative effects; Agency (philosophy); Credibility; Transparency (behavior); Environmental resource management; Environmental monitoring; Environmental planning; Monitoring and evaluation; Business; Political science; Environmental science","score_opus":0.01754942791168754,"score_gpt":0.2732543898610476,"score_spread":0.25570496194936004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783853342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928023,0.0041385414,0.000018752566,0.00013561711,0.0003402386,0.0014566389,0.0000046673335,0.0000028450954,0.0011003993],"genre_scores_gemma":[0.9867144,0.012584754,0.00013388456,0.000046003435,0.000097790944,0.00014643722,0.0000033211488,0.00001778205,0.00025559918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976899,0.0003170807,0.00050384185,0.00042107503,0.0006733689,0.0003947514],"domain_scores_gemma":[0.9988867,0.00029327715,0.0002597023,0.00043035837,3.731407e-7,0.00012958457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048253982,0.0003135434,0.00037833373,0.000027320682,0.00034303448,0.000017729217,0.0004492575,0.000059675483,0.000026848567],"category_scores_gemma":[0.000031756434,0.00020604888,0.00010119923,0.0001045462,0.0007253826,0.00023690442,0.0005258322,0.00016984953,0.000038145274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052866326,0.0004535006,0.81088907,0.00009270216,0.00005176019,0.0000388463,0.003360018,0.000007464096,0.0043883803,0.000030985484,0.00004487838,0.18058951],"study_design_scores_gemma":[0.0003733235,0.00028444114,0.9906304,0.00032225007,0.000046775458,0.000007618414,0.00042947385,0.0000029817852,0.0049536256,0.000031708507,0.0027169862,0.00020042466],"about_ca_topic_score_codex":0.008903262,"about_ca_topic_score_gemma":0.015111048,"teacher_disagreement_score":0.18038908,"about_ca_system_score_codex":0.00075889385,"about_ca_system_score_gemma":0.000007142506,"threshold_uncertainty_score":0.9976965},"labels":[],"label_agreement":null},{"id":"W2786657090","doi":"10.1007/s11205-017-1823-x","title":"Urban Sustainability Indicators from a Regional Perspective: Lessons from the Montreal Metropolitan Area","year":2018,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Metropolitan area; Sustainability; Jurisdiction; Geography; Regional science; Spillover effect; Economic geography; Political science; Economics","score_opus":0.0542566091837765,"score_gpt":0.4110946105290559,"score_spread":0.3568380013452794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786657090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94484407,0.00010660439,0.000022893302,0.0132354535,0.00011070438,0.00056381203,0.00026455155,0.00005662055,0.04079529],"genre_scores_gemma":[0.9971432,0.000034645596,0.000052344938,0.00042085547,0.0011783063,0.00008961685,0.00006373784,0.00004000256,0.0009772637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944114,0.0011960483,0.00031420076,0.00083308836,0.0021255612,0.0011196949],"domain_scores_gemma":[0.99820226,0.0006134713,0.00015371687,0.0005524749,0.00005059118,0.00042748314],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0013267513,0.0002775528,0.00030211388,0.00016037842,0.002992006,0.00016577715,0.0012667318,0.00031098744,0.0057072523],"category_scores_gemma":[0.00044254275,0.00021297182,0.00020506878,0.0017540121,0.007211561,0.00030755403,0.0010627778,0.0010471264,0.00062707457],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010946733,0.00053012976,0.8455773,0.0000015360968,0.00016451493,0.000013234818,0.03404547,1.8030349e-7,0.00038062307,0.0060489937,0.10655522,0.006573299],"study_design_scores_gemma":[0.00035234055,0.000116554686,0.86128485,0.000004413079,0.000024808745,2.4458836e-7,0.06936279,0.000008135725,0.0002664192,0.05424442,0.014111883,0.0002231656],"about_ca_topic_score_codex":0.17298213,"about_ca_topic_score_gemma":0.008322879,"teacher_disagreement_score":0.16465925,"about_ca_system_score_codex":0.0079056,"about_ca_system_score_gemma":0.00024582498,"threshold_uncertainty_score":0.998306},"labels":[],"label_agreement":null},{"id":"W2788475405","doi":"10.1186/s12961-018-0281-5","title":"ISRIA statement: ten-point guidelines for an effective process of research impact assessment","year":2018,"lang":"en","type":"letter","venue":"Health Research Policy and Systems","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Innovates","funders":"Novo Nordisk Fonden; European Commission; National Institute for Health and Care Research","keywords":"Context (archaeology); Scrutiny; Stakeholder engagement; Health services research; Multidisciplinary approach; Stakeholder; Public relations; Formative assessment; Mission statement; Process (computing); Medicine; Political science; Sociology; Public health; Social science; Nursing; Computer science","score_opus":0.4426886509596459,"score_gpt":0.6469358674899611,"score_spread":0.20424721653031525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788475405","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22515668,0.0020624683,0.0005167393,0.7066125,0.0011961439,0.04235355,0.0042103557,0.00016285366,0.017728653],"genre_scores_gemma":[0.76831806,0.0053198286,0.0018090596,0.15174475,0.035314932,0.014021436,0.0023042916,0.0007365869,0.020431053],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98584867,0.005119854,0.0013585249,0.0010548395,0.00401557,0.002602554],"domain_scores_gemma":[0.99555427,0.0016225054,0.00055264606,0.0007780577,0.0006774607,0.0008150538],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.026180295,0.00047256608,0.0010183236,0.0006297638,0.0013506777,0.0002846028,0.00076910935,0.00062981184,0.00015563983],"category_scores_gemma":[0.0014988114,0.00035821827,0.00015679639,0.00090705557,0.0016616582,0.0004946726,0.00055224774,0.0021097031,0.00006292204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008632703,0.00020976517,0.0036377015,0.0030091482,0.00010265622,0.000009506573,0.0028392733,0.000037172027,0.00016312017,0.000078149125,0.98683625,0.0029909047],"study_design_scores_gemma":[0.003487167,0.028485505,0.035623122,0.003104204,0.00003876576,0.000050816132,0.010691444,0.005337553,0.00019513514,0.010279191,0.9013447,0.0013623859],"about_ca_topic_score_codex":0.05338669,"about_ca_topic_score_gemma":0.0004194337,"teacher_disagreement_score":0.5548678,"about_ca_system_score_codex":0.0046695843,"about_ca_system_score_gemma":0.0011368085,"threshold_uncertainty_score":0.99994946},"labels":[],"label_agreement":null},{"id":"W2789338060","doi":"10.1007/s00267-018-1025-6","title":"The Insignificance of Thresholds in Environmental Impact Assessment: An Illustrative Case Study in Canada","year":2018,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"World Wildlife Fund Canada; University of British Columbia; Fisheries and Oceans Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Gordon and Betty Moore Foundation","keywords":"Government (linguistics); Variety (cybernetics); Environmental resource management; Environmental impact assessment; Nature Conservation; Scale (ratio); Baseline (sea); Impact assessment; Insignificance; Environmental planning; Psychology; Environmental science; Political science; Geography; Computer science; Social psychology; Ecology; Law","score_opus":0.01186162155887852,"score_gpt":0.28785675992281035,"score_spread":0.2759951383639318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789338060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938859,0.00002919514,0.000013314064,0.000039466868,0.00015174046,0.001553748,0.00005442467,0.000009013987,0.004263204],"genre_scores_gemma":[0.9991625,0.000083977444,0.000161112,0.00009038748,0.000033194556,0.00014654879,0.000021819764,0.00003837525,0.00026207985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99644464,0.00037300962,0.0007528274,0.00070174376,0.0009828842,0.00074488984],"domain_scores_gemma":[0.9987695,0.00007072543,0.00025541635,0.00068757497,7.618752e-7,0.00021598217],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061897887,0.0004279355,0.00035960117,0.000074794254,0.00035552462,0.000042160777,0.00059047993,0.00006184947,0.0014745806],"category_scores_gemma":[0.0000025560382,0.0003454432,0.00007665043,0.00029497975,0.00078741356,0.0005448597,0.00069363473,0.00031993457,0.000067577574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058418078,0.001639819,0.9798557,0.0000032716591,0.00006100334,0.0014257019,0.0022927604,0.00107731,0.0014719277,0.0000116664705,0.00006851196,0.012033874],"study_design_scores_gemma":[0.0013269221,0.00079958065,0.9397726,0.000009798206,0.000024867135,0.000047325597,0.056538347,0.00063187064,0.00017109605,0.000087390144,0.00024041216,0.00034978383],"about_ca_topic_score_codex":0.51655823,"about_ca_topic_score_gemma":0.8378396,"teacher_disagreement_score":0.3212814,"about_ca_system_score_codex":0.0062726163,"about_ca_system_score_gemma":0.00005158245,"threshold_uncertainty_score":0.99989974},"labels":[],"label_agreement":null},{"id":"W2789612657","doi":"10.4000/vertigo.18813","title":"L’évaluation d’impact environnemental et social en péril","year":2017,"lang":"fr","type":"article","venue":"VertigO","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; Polytechnique Montréal; Group for Research in Decision Analysis; Université du Québec à Montréal; HEC Montréal; Francophone University Association","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03391251676470229,"score_gpt":0.33877515766426486,"score_spread":0.30486264089956255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789612657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9386247,0.00026249324,0.0005712966,0.007988181,0.001421607,0.0003862441,0.00019162678,0.000030529187,0.050523315],"genre_scores_gemma":[0.97983676,0.00050122646,0.0014349356,0.000657694,0.00062400446,0.000020050467,0.000055629538,0.00004926424,0.016820412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99717414,0.00040073344,0.00034602894,0.00049397716,0.00084236206,0.00074276805],"domain_scores_gemma":[0.99879754,0.000059833677,0.00031528482,0.00054332614,0.0000037956486,0.0002802363],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00065809075,0.0003929349,0.00032247094,0.0000307573,0.0019683295,0.00042644294,0.0007209833,0.00031605657,0.020929174],"category_scores_gemma":[0.00009297056,0.00040034344,0.00033399547,0.000053986787,0.0010169277,0.0016852237,0.00076,0.0003852484,0.0060940003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007834084,0.0011369652,0.79233783,0.000027368173,0.00021804518,0.000047734055,0.010341371,0.0003540329,0.050215058,0.0019375009,0.020878829,0.12242691],"study_design_scores_gemma":[0.0011580718,0.00024339663,0.9689786,0.00003458764,0.00010633394,0.00000769428,0.0005709266,0.00063152687,0.0017154047,0.002049396,0.024044942,0.00045913376],"about_ca_topic_score_codex":0.0044783675,"about_ca_topic_score_gemma":0.000510566,"teacher_disagreement_score":0.17664075,"about_ca_system_score_codex":0.0015189736,"about_ca_system_score_gemma":0.000051261148,"threshold_uncertainty_score":0.99984485},"labels":[],"label_agreement":null},{"id":"W2790332766","doi":"","title":"Ensemble Projections of Regional Climatic Changes for Impact Assessment: A Canadian Case Study","year":2017,"lang":"en","type":"article","venue":"97th American Meteorological Society Annual Meeting","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Geography; Climate change; Regional science; Climatology; Geology","score_opus":0.04165335306362153,"score_gpt":0.3674998912896898,"score_spread":0.32584653822606824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790332766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99450606,0.000007703186,0.00017684729,0.00074399874,0.000061695806,0.0010426566,0.00010370987,0.00002829756,0.0033290228],"genre_scores_gemma":[0.9889608,0.00001720571,0.010122317,0.00047895478,0.00008216492,0.00021600844,0.000010792917,0.000019810786,0.00009192853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980264,0.00018323095,0.00030402053,0.00043307504,0.00036966326,0.0006836424],"domain_scores_gemma":[0.99844486,0.00024076273,0.00054808595,0.00036354142,0.000022645054,0.0003800912],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00096352864,0.0002490407,0.0004499348,0.000023565004,0.0018939695,0.00008085712,0.0003920566,0.00009443358,0.00026384724],"category_scores_gemma":[0.00019601206,0.00019620825,0.00031684103,0.00016171539,0.0010537646,0.00027059924,0.00026086572,0.00023452016,0.000010861195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003360574,0.00077711715,0.97259647,0.00001685572,0.00023226619,0.00008893833,0.009167676,0.00025313144,0.0016984913,0.000027914497,0.00095855264,0.014148987],"study_design_scores_gemma":[0.00090920867,0.004038695,0.8967254,0.000015400037,0.00016675462,0.00008754098,0.095159516,0.0015720896,0.00005820922,0.0002545713,0.0005699065,0.0004426687],"about_ca_topic_score_codex":0.31659332,"about_ca_topic_score_gemma":0.06536974,"teacher_disagreement_score":0.25122356,"about_ca_system_score_codex":0.0005572357,"about_ca_system_score_gemma":0.00006993256,"threshold_uncertainty_score":0.99940544},"labels":[],"label_agreement":null},{"id":"W2790867651","doi":"10.1002/j.1551-8833.2000.tb08938.x","title":"Small Systems in British Columbia","year":2000,"lang":"en","type":"article","venue":"American Water Works Association","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Certification; Water supply; Business; Public administration; Operator (biology); Environmental planning; Operations management; Engineering; Political science; Environmental science; Law; Environmental engineering","score_opus":0.004851612198571697,"score_gpt":0.1974216147864166,"score_spread":0.1925700025878449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790867651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913981,0.000012535445,0.000009355166,0.00013713773,0.00008539763,0.0001733411,0.0000051290303,0.000033352975,0.008145661],"genre_scores_gemma":[0.9811699,0.00010944001,0.00008949781,0.0003167074,0.000046421763,0.000030842795,0.000027688926,0.000014755192,0.018194785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878997,0.00012281918,0.00020400171,0.00021502812,0.00026794666,0.00040025494],"domain_scores_gemma":[0.99972713,0.000023490391,0.0000810466,0.000093649665,0.0000019389122,0.000072723225],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025428587,0.00007241424,0.0001725014,0.000008858033,0.000113021444,0.00031911212,0.000115785355,0.0000638802,0.004339426],"category_scores_gemma":[0.000007296404,0.00009820614,0.000040998468,0.00019651177,0.00007302667,0.00023442152,0.00004313267,0.00013350818,0.0009465997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001680057,0.000076271885,0.9147186,7.3039655e-7,0.000008358788,0.000006462381,0.00032839464,0.000835398,0.00023206834,5.9896806e-8,0.0014708828,0.082321055],"study_design_scores_gemma":[0.0002345461,0.000037222617,0.99285895,0.000017205584,0.000006962996,0.0000014677233,0.00036401956,0.00019601992,0.000015363159,0.00004736396,0.0060624015,0.0001584806],"about_ca_topic_score_codex":0.31105244,"about_ca_topic_score_gemma":0.11772813,"teacher_disagreement_score":0.19332431,"about_ca_system_score_codex":0.0013774757,"about_ca_system_score_gemma":0.0000026983773,"threshold_uncertainty_score":0.99983126},"labels":[],"label_agreement":null},{"id":"W2791081478","doi":"10.11575/prism/13676","title":"A planning framework for collaboration and meaningful participation of aboriginal peoples in environmental decision making practices and conflict resolution","year":2003,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conflict resolution; Environmental planning; Resolution (logic); Geography; Political science; Management science; Environmental resource management; Sociology; Computer science; Engineering; Social science; Environmental science; Artificial intelligence","score_opus":0.01595178447301077,"score_gpt":0.31731712746814567,"score_spread":0.3013653429951349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791081478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808336,0.00029298672,0.017581088,0.000019380568,0.00006309884,0.00038319093,0.000004157035,0.0000045966967,0.0008179092],"genre_scores_gemma":[0.93794435,0.0006962891,0.061003633,0.000010756583,0.0000051585653,0.0000027300573,0.000094163115,0.0000113738215,0.00023156717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909675,0.00006884468,0.00018132963,0.00025225448,0.00026152484,0.00013927901],"domain_scores_gemma":[0.99894977,0.00023408998,0.00068292394,0.00007851469,0.000004500496,0.00005022757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021143815,0.00013100957,0.00022906048,0.000075021795,0.00014933766,0.000014372652,0.00007228639,0.00021690739,0.00008810321],"category_scores_gemma":[0.000091520655,0.00016483032,0.000031012274,0.00009116315,0.00012372948,0.0004106759,0.000032224478,0.00013306017,0.0000012616642],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027509057,0.0006169287,0.7610909,0.00046973585,0.00012027334,0.000019017929,0.096136,0.00014854857,0.022831589,0.0017483829,0.00018112033,0.11388663],"study_design_scores_gemma":[0.00078618893,0.00023464946,0.980201,0.00039322372,0.00014143623,0.0000010104684,0.009206601,0.0058736564,0.0004270559,0.0017247727,0.00077772577,0.00023265193],"about_ca_topic_score_codex":0.000353708,"about_ca_topic_score_gemma":0.00032663415,"teacher_disagreement_score":0.21911016,"about_ca_system_score_codex":0.00016708266,"about_ca_system_score_gemma":0.000023721223,"threshold_uncertainty_score":0.6721585},"labels":[],"label_agreement":null},{"id":"W2791298308","doi":"10.1002/j.1551-8833.2001.tb09190.x","title":"The regulatory paradox","year":2001,"lang":"en","type":"article","venue":"American Water Works Association","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Accreditation; Government (linguistics); Compliance (psychology); Public administration; Political science; German; Accounting; Business; Law; Psychology; Geography","score_opus":0.003981658219053705,"score_gpt":0.2233176083873717,"score_spread":0.21933595016831797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791298308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845277,0.000013300174,0.00009748831,0.0028756296,0.00015015985,0.00010183406,6.9197733e-7,0.00003850838,0.012194654],"genre_scores_gemma":[0.9893235,0.00019560104,0.00007961605,0.00067298464,0.000083288665,0.000016711661,0.0000083908135,0.000012152897,0.009607752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880046,0.000103346756,0.00014679645,0.0001553151,0.00040097468,0.00039309883],"domain_scores_gemma":[0.999566,0.000067131165,0.00012906633,0.00016433181,0.0000028286352,0.000070625494],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036489847,0.00009670187,0.00009866187,0.000007851552,0.00043792272,0.000087224194,0.00016026536,0.000041168154,0.00044680183],"category_scores_gemma":[0.000017435419,0.000058625705,0.000057007233,0.00015437955,0.00017341692,0.00022731622,0.00010088787,0.00011901414,0.0011311054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009778085,0.000037485373,0.9225393,1.3597362e-7,0.000022664828,0.0000018457665,0.0004700042,0.00014039208,0.0013554535,0.0000101163305,0.0052637313,0.07014908],"study_design_scores_gemma":[0.00013637233,0.000037901005,0.9314234,0.0000025417426,0.000012663281,0.0000010163197,0.00048148053,0.000077369514,0.00052915834,0.0006502885,0.06651048,0.00013729846],"about_ca_topic_score_codex":0.0005143276,"about_ca_topic_score_gemma":0.00015484268,"teacher_disagreement_score":0.07001179,"about_ca_system_score_codex":0.0009817418,"about_ca_system_score_gemma":0.0000023754023,"threshold_uncertainty_score":0.9996466},"labels":[],"label_agreement":null},{"id":"W2792666621","doi":"","title":"Environmental assessment & the Canadian Constitution: substitution and equivalency","year":2016,"lang":"en","type":"article","venue":"Books | Encyclopedia of Canadian Laws","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Substitution (logic); Constitution; Political science; Computer science; Law","score_opus":0.01116132553300225,"score_gpt":0.22831327988346545,"score_spread":0.2171519543504632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792666621","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45721436,0.000079836915,0.000020092255,0.0016464866,0.00022223228,0.00037637763,0.00019942646,0.000011501239,0.5402297],"genre_scores_gemma":[0.9942852,0.00058905705,0.0001959971,0.00049253507,0.00006562317,0.00002823025,0.000012320832,0.000012037701,0.0043189847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984475,0.000075790034,0.00026602982,0.0002953746,0.00037396752,0.00054134877],"domain_scores_gemma":[0.99876076,0.000053519816,0.000092068614,0.00028006916,0.0000028521529,0.000810721],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026538118,0.00019941568,0.00017030208,0.00012277323,0.00063479715,0.000031950178,0.0002597809,0.000116439995,0.0033242449],"category_scores_gemma":[0.000018692952,0.00013301849,0.000059126178,0.00012422948,0.0012705037,0.00033183472,0.00008262303,0.00012152324,0.0001657077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004791475,0.00003293034,0.94725317,0.000005449192,0.000031832966,0.0000358553,0.0002667082,0.000007779753,0.0015731604,0.023726476,0.0034804726,0.023581361],"study_design_scores_gemma":[0.00024157851,0.000040598687,0.6873668,0.00001497993,0.000023005834,0.000012921982,0.00006017644,0.0000027487442,0.000064521286,0.00086435705,0.3111303,0.00017803167],"about_ca_topic_score_codex":0.84546053,"about_ca_topic_score_gemma":0.97704387,"teacher_disagreement_score":0.5370709,"about_ca_system_score_codex":0.0017149107,"about_ca_system_score_gemma":0.00032865984,"threshold_uncertainty_score":0.99758685},"labels":[],"label_agreement":null},{"id":"W2792787088","doi":"10.1093/med/9780198725916.003.0024","title":"Environmental assessment and health impact assessment","year":2018,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Health impact assessment; Precautionary principle; Process (computing); Public health; Environmental planning; Environmental impact assessment; Component (thermodynamics); Business; Health policy; Public economics; Impact assessment; Environmental health; Political science; Environmental resource management; Risk analysis (engineering); Public administration; Medicine; Economics; Environmental science; Computer science; Nursing","score_opus":0.025725037671084403,"score_gpt":0.2818650180337758,"score_spread":0.25613998036269137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792787088","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014919061,0.00004194613,0.00018576178,0.00006725169,0.00014790481,0.0007702901,0.00034414022,0.000077343335,0.9834463],"genre_scores_gemma":[0.08316327,0.0012353259,0.0018907806,0.000309362,0.00013233376,0.000002991508,0.00016367329,0.00010511322,0.9129971],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973692,0.00008356035,0.000326762,0.00083344104,0.0007649675,0.0006220618],"domain_scores_gemma":[0.9983668,0.000031173502,0.00045444805,0.0005391913,0.0000036057922,0.0006048256],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029263322,0.00066238694,0.00061062176,0.00007626008,0.0006111975,0.00008382052,0.000469861,0.0003638716,0.0046226303],"category_scores_gemma":[5.907651e-7,0.0006854317,0.00027194075,0.000009692796,0.0009279399,0.00027230472,0.0014451036,0.0006036988,0.000022649767],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006602005,0.0022388287,0.17316087,0.00052389444,0.0055079525,0.0014293762,0.009507814,0.00025311275,0.0024520848,0.20451419,0.19981778,0.3999339],"study_design_scores_gemma":[0.0008671965,0.0007187982,0.076829806,0.00006951499,0.00013543853,0.000017862296,0.00016490584,0.00009869499,0.000011620418,0.00085367827,0.91945004,0.00078242016],"about_ca_topic_score_codex":0.00039487056,"about_ca_topic_score_gemma":0.000060570415,"teacher_disagreement_score":0.71963227,"about_ca_system_score_codex":0.004296325,"about_ca_system_score_gemma":0.000101566715,"threshold_uncertainty_score":0.9995597},"labels":[],"label_agreement":null},{"id":"W2795562883","doi":"10.5072/prism/21275","title":"Implementation of sustainable development provision in the Yukon First Nations final agreements","year":2001,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Environmental planning; Business; Geography; Law","score_opus":0.013943965380575544,"score_gpt":0.3173004626558016,"score_spread":0.30335649727522607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795562883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8800132,0.000016301909,0.000027268497,0.0000809425,0.00007469239,0.0011224414,0.000004133405,0.000008824073,0.118652195],"genre_scores_gemma":[0.9579397,0.00009746151,0.0003743897,0.000060917548,0.000016827735,0.00021628945,0.0007429066,0.000017306988,0.040534228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980148,0.00006497409,0.0004973458,0.00027765564,0.0007864563,0.0003587412],"domain_scores_gemma":[0.9994408,0.00005514242,0.00027579558,0.00017476681,0.000010517512,0.000042961205],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035956022,0.00022211045,0.00018477683,0.00012804734,0.00040390232,0.000040649615,0.00034692785,0.00012312079,0.0051389714],"category_scores_gemma":[0.000017306127,0.00016924787,0.00006164095,0.00049443456,0.000041997675,0.00031521366,0.00008722019,0.00015724223,0.00010968589],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013990239,0.002590682,0.8226724,0.0005849607,0.00012462233,0.000091491616,0.09939999,0.000447768,0.00095364975,0.0028952602,0.0076730894,0.06242616],"study_design_scores_gemma":[0.0005324764,0.000096612835,0.88164425,0.000044855027,0.000023395402,8.6932175e-7,0.105464526,0.0000075681664,0.0016639231,0.00034787212,0.009947388,0.00022628065],"about_ca_topic_score_codex":0.00592149,"about_ca_topic_score_gemma":0.08926033,"teacher_disagreement_score":0.08333884,"about_ca_system_score_codex":0.00073480996,"about_ca_system_score_gemma":0.00006505571,"threshold_uncertainty_score":0.99577045},"labels":[],"label_agreement":null},{"id":"W2796721864","doi":"10.1525/cse.2017.000711","title":"Evaluating Risk After a Hazardous Waste Treatment Plant Released Persistent Organic Pollutants. Part 1. Background and Policy Issues","year":2018,"lang":"en","type":"article","venue":"Case Studies in the Environment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Natural Resources Canada; Health Canada","keywords":"Hazardous waste; Risk assessment; Pollutant; Risk management; Environmental health; Environmental planning; Human health; Health risk; Subsidy; Environmental science; Environmental protection; Waste management; Business; Engineering; Medicine; Political science; Ecology; Biology","score_opus":0.07868353337155738,"score_gpt":0.36959161529255885,"score_spread":0.2909080819210015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796721864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958131,0.0018285799,0.000004950372,0.00073685794,0.00015850978,0.00064301124,0.00014859419,0.000014763667,0.00065163366],"genre_scores_gemma":[0.99345297,0.0041856603,0.00029535938,0.0004966617,0.00037846566,0.0001671421,0.0000049142727,0.00003086648,0.0009879933],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99714786,0.00055725203,0.00043358715,0.0006254268,0.0006500429,0.00058585516],"domain_scores_gemma":[0.9989076,0.00018583356,0.00018424897,0.0005744727,0.0000025587692,0.00014528504],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008439277,0.0003999207,0.00038083174,0.000050038318,0.00070367235,0.000056431876,0.00020670031,0.000077367695,0.0011610365],"category_scores_gemma":[0.00008212406,0.00026062634,0.00013129467,0.00016906651,0.0014546389,0.00015779385,0.0005613673,0.00016625728,0.00042632077],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011042987,0.004544275,0.43688414,0.0000953262,0.00284138,0.011845056,0.3569963,0.001493274,0.008343591,0.00008541482,0.0040207473,0.1717462],"study_design_scores_gemma":[0.012112418,0.016411563,0.39591196,0.00031706964,0.0024149048,0.0061199614,0.5103702,0.0044250675,0.003645256,0.003873783,0.0404926,0.0039052297],"about_ca_topic_score_codex":0.0006083787,"about_ca_topic_score_gemma":0.0005076266,"teacher_disagreement_score":0.16784096,"about_ca_system_score_codex":0.0018072837,"about_ca_system_score_gemma":0.000010805428,"threshold_uncertainty_score":0.9999846},"labels":[],"label_agreement":null},{"id":"W2798324722","doi":"10.6028/nist.ir.7227","title":"Eighth annual report on federal agency use of voluntary consensus standards and conformity assessment","year":2005,"lang":"en","type":"report","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Standards and Technology; U.S. Consumer Product Safety Commission; Australian Government; U.S. Department of the Treasury; U.S. Department of Veterans Affairs; U.S. General Services Administration; U.S. Department of Transportation; U.S. Department of State; U.S. Department of Agriculture; National Aeronautics and Space Administration; National Science Foundation; United States Agency for International Development; U.S. Department of Health and Human Services; U.S. Department of Housing and Urban Development; U.S. Department of Commerce; U.S. Department of Energy; U.S. Department of Defense; U.S. Department of Homeland Security; Canadian Patient Safety Institute; U.S. Department of Justice","keywords":"Conformity; Agency (philosophy); Turnover; Conformity assessment; Business; Psychology; Social psychology; Operations management; Management; Engineering; Economics; Sociology; Social science","score_opus":0.03328901895109736,"score_gpt":0.34422943697526887,"score_spread":0.3109404180241715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798324722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6124594,0.000046991445,0.00004236298,0.00013325253,0.0004962109,0.00061592343,0.0017845507,0.000044568842,0.38437673],"genre_scores_gemma":[0.91345054,0.0017816876,0.0036189067,0.00040678313,0.00027124415,0.00002800738,0.000459604,0.00008147328,0.079901755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945876,0.00010842434,0.0010087296,0.00072080287,0.0030672597,0.0005071647],"domain_scores_gemma":[0.99815065,0.00011685303,0.00078132545,0.00054949184,0.00006256098,0.00033911964],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011112387,0.0005461478,0.0008111328,0.00006715018,0.00025834562,0.00007481883,0.00018613266,0.00042327706,0.008930891],"category_scores_gemma":[0.00012741711,0.00045707656,0.00021563303,0.000101572296,0.00069153175,0.00033422603,0.00048468457,0.00055521994,0.000027424385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009525668,0.0008342605,0.7770907,0.0001095379,0.0003403952,0.0008553985,0.00038524196,0.000088698915,0.00028012384,0.000049420632,0.18247099,0.03739994],"study_design_scores_gemma":[0.00038651563,0.0003854019,0.79904515,0.00006784897,0.00008952881,0.00027301314,0.00015539529,0.000026493635,0.00012419706,0.00005136273,0.19887844,0.00051667995],"about_ca_topic_score_codex":0.013327704,"about_ca_topic_score_gemma":0.001038076,"teacher_disagreement_score":0.30447498,"about_ca_system_score_codex":0.002753099,"about_ca_system_score_gemma":0.00057688216,"threshold_uncertainty_score":0.9997881},"labels":[],"label_agreement":null},{"id":"W2798752147","doi":"10.6028/nist.ir.7304","title":"Ninth annual report on federal agency use of voluntary consensus standards and conformity assessment","year":2006,"lang":"en","type":"report","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Forest Service; Industrial Technology Research Institute; U.S. Department of Defense; Institute of Science and Technology Austria; Illuminating Engineering Society; Marine Technology Society; U.S. Department of Health and Human Services; International Society of Oncology Pharmacy Practitioners; U.S. Consumer Product Safety Commission; U.S. Department of the Treasury; International Social Science Council; U.S. Department of Veterans Affairs; U.S. General Services Administration; U.S. Department of Transportation; U.S. Department of State; U.S. Department of Agriculture; National Aeronautics and Space Administration; U.S. Department of Housing and Urban Development; National Science Foundation; United States Agency for International Development; U.S. Department of Commerce; U.S. Department of Energy; U.S. Department of Homeland Security; U.S. Department of Justice","keywords":"Ninth; Conformity; Agency (philosophy); Conformity assessment; Turnover; Business; Political science; Law; Operations management; Engineering; Management; Economics; Sociology; Social science","score_opus":0.028989620409106683,"score_gpt":0.33618488116355383,"score_spread":0.30719526075444714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798752147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6102109,0.00002734752,0.000073383235,0.00007869594,0.0005054758,0.0005734403,0.0020697059,0.000043369302,0.38641772],"genre_scores_gemma":[0.8951731,0.00044441104,0.0024708048,0.00024178703,0.00017207437,0.000027187038,0.0007498813,0.0000776762,0.1006431],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946817,0.00010825098,0.0010193927,0.00070816686,0.002990053,0.000492395],"domain_scores_gemma":[0.99822545,0.00011620332,0.00081658276,0.00051845773,0.00006489859,0.00025841576],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010773338,0.00053456734,0.000807229,0.00006585812,0.00025083873,0.00007735387,0.0001693055,0.0004061433,0.003497025],"category_scores_gemma":[0.00012072711,0.00045650566,0.00021517363,0.00010572302,0.0007751466,0.00026162752,0.0004615809,0.00052313163,0.000016272781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045710258,0.00046939508,0.74409866,0.000076683944,0.00015289472,0.00063880027,0.00013423064,0.00009470863,0.00015642376,0.000024230765,0.24633327,0.007774992],"study_design_scores_gemma":[0.00036876756,0.00039407387,0.86796784,0.0000700911,0.000088028646,0.00021862624,0.00013524173,0.000025927031,0.00013452185,0.0001194384,0.12995873,0.000518721],"about_ca_topic_score_codex":0.041757293,"about_ca_topic_score_gemma":0.0018115035,"teacher_disagreement_score":0.28577462,"about_ca_system_score_codex":0.002463498,"about_ca_system_score_gemma":0.00052240357,"threshold_uncertainty_score":0.99978864},"labels":[],"label_agreement":null},{"id":"W2799936848","doi":"10.1680/jcien.18.00005","title":"Sustainability cost curves for urban infrastructure planning","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; Ontario Tech University","funders":"University of Toronto; University of Ontario Institute of Technology","keywords":"Sustainability; Urban planning; Urban infrastructure; Environmental planning; China; Sustainable development; Transportation infrastructure; Business; Public infrastructure; Infrastructure planning; Transport infrastructure; Economic growth; Geography; Transport engineering; Civil engineering; Political science; Engineering; Economics","score_opus":0.006643949636592237,"score_gpt":0.23521153060467842,"score_spread":0.2285675809680862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799936848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9644018,0.00021940767,0.019064767,0.00049113354,0.0008612164,0.0016985206,0.00005121605,0.00014268539,0.01306926],"genre_scores_gemma":[0.99884754,0.000013813047,0.0008211565,0.00004688577,0.00010403867,0.000045081313,0.0000027776107,0.00002026524,0.00009845231],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99877477,0.000003091673,0.00032776047,0.00021266408,0.00036239284,0.00031934038],"domain_scores_gemma":[0.99950385,0.000034196968,0.00018451495,0.00012330805,0.0000649054,0.000089240806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029311376,0.00020486573,0.00024589634,0.000053868862,0.00012980534,0.000013867361,0.00039181623,0.0000965702,0.00009152823],"category_scores_gemma":[0.00041466652,0.00017199357,0.0001316472,0.0003540236,0.00039206623,0.00045450203,0.00019332518,0.00015584835,0.0000014484917],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017345397,0.00038784673,0.33765557,0.0048074448,0.00030133373,8.9288244e-7,0.0079791155,0.4007318,0.17842971,0.0123965405,0.055467885,0.0016684049],"study_design_scores_gemma":[0.0027820463,0.0007738427,0.67570806,0.0027274417,0.00034518677,0.00002441417,0.0020589307,0.07266394,0.17396656,0.0035804692,0.06371003,0.0016590982],"about_ca_topic_score_codex":0.000026586038,"about_ca_topic_score_gemma":0.000011649444,"teacher_disagreement_score":0.33805248,"about_ca_system_score_codex":0.00041722725,"about_ca_system_score_gemma":0.000025541809,"threshold_uncertainty_score":0.70136946},"labels":[],"label_agreement":null},{"id":"W2801860603","doi":"10.1002/ieam.4034","title":"Integrating environmental monitoring with cumulative effects management and decision making","year":2018,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Agency (philosophy); Process management; Strengths and weaknesses; Decision support system; Environmental monitoring; Computer science; Risk analysis (engineering); Environmental resource management; Management science; Knowledge management; Business; Engineering; Environmental science; Data mining","score_opus":0.007726533985502926,"score_gpt":0.28036338356585455,"score_spread":0.2726368495803516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801860603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701651,0.00012559659,0.008778119,0.000041617157,0.00023856491,0.0012887932,0.00001802208,0.00009679395,0.019247416],"genre_scores_gemma":[0.9209414,0.0010409335,0.07665895,0.00022149827,0.00007491437,0.00017535884,0.000031375326,0.000070618706,0.00078491325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967373,0.00010091591,0.00046215608,0.0010717752,0.0009010333,0.0007267967],"domain_scores_gemma":[0.9990282,0.00009328594,0.00020812979,0.0003901801,0.0000018727268,0.00027830672],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028756057,0.0006826259,0.00039763784,0.00013634138,0.0007517344,0.00019917132,0.00029489587,0.00012649059,0.00080503186],"category_scores_gemma":[0.0000018706211,0.00055098435,0.00007218755,0.00021424534,0.0010140261,0.00068867655,0.0012419472,0.00032977771,0.0001681789],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018115283,0.0004922282,0.5410935,0.0000579898,0.00037806688,0.00018346378,0.0008266229,0.000048274847,0.003202203,0.00057553477,0.00023481045,0.4527261],"study_design_scores_gemma":[0.0019962308,0.00091767433,0.9827723,0.0004497795,0.00027362362,0.00003539992,0.00573719,0.0014175737,0.00084503985,0.0017117435,0.0029933802,0.0008500918],"about_ca_topic_score_codex":0.00005123253,"about_ca_topic_score_gemma":0.000024885025,"teacher_disagreement_score":0.451876,"about_ca_system_score_codex":0.0011225932,"about_ca_system_score_gemma":0.0000034290301,"threshold_uncertainty_score":0.99969417},"labels":[],"label_agreement":null},{"id":"W2802679538","doi":"10.1139/facets-2017-0104","title":"Cross-sectoral input for the potential role of science in Canada’s environmental assessment","year":2018,"lang":"en","type":"article","venue":"FACETS","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University; Simon Fraser University; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Rigour; Transparency (behavior); Government (linguistics); Independence (probability theory); Political science; Public administration; Uncertainty; Public relations; Public economics; Accounting; Business; Economics; Law","score_opus":0.008336426611475637,"score_gpt":0.281268920540754,"score_spread":0.2729324939292783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802679538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99636334,0.000020834623,0.00014209273,0.000102974285,0.00037020035,0.00039337008,0.00007596257,0.0000049463083,0.0025262828],"genre_scores_gemma":[0.9990086,0.000008837519,0.00042462524,0.00015933796,0.000055964054,0.00002775404,0.000006106749,0.000011427152,0.00029735416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832577,0.00002669679,0.00024217651,0.000289325,0.00067096145,0.00044510106],"domain_scores_gemma":[0.9995069,0.000036781872,0.00010526616,0.00024222124,0.0000034478635,0.00010541966],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034972402,0.00013402596,0.00013800722,0.000023873634,0.0003920362,0.000034747256,0.00052607385,0.000036263104,0.0020710824],"category_scores_gemma":[0.000013240193,0.000102962644,0.0000457806,0.00015131613,0.0017307062,0.00028605142,0.0003550541,0.00010127448,0.000033718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015544245,0.00007829247,0.8450034,0.0000015325626,0.0000056160884,8.856934e-7,0.0003006075,0.0005117694,0.14874859,0.000015808473,0.00014604532,0.0051718657],"study_design_scores_gemma":[0.00039221175,0.00009590155,0.9777586,0.0000031014981,0.000006347226,0.0000015259808,0.0008282143,0.0034122702,0.01543265,0.00016702671,0.0017798289,0.00012234364],"about_ca_topic_score_codex":0.40779608,"about_ca_topic_score_gemma":0.37495545,"teacher_disagreement_score":0.13331594,"about_ca_system_score_codex":0.0017829079,"about_ca_system_score_gemma":0.00025625282,"threshold_uncertainty_score":0.99884117},"labels":[],"label_agreement":null},{"id":"W2803169847","doi":"10.1016/j.pnucene.2018.05.005","title":"Review of the environmental oversight framework in Kenya, in light of a nuclear power programme","year":2018,"lang":"en","type":"article","venue":"Progress in Nuclear Energy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Nuclear Regulatory Commission; U.S. Environmental Protection Agency; Korea Electric Power Corporation; U.S. Department of Energy","keywords":"Nuclear power; Agency (philosophy); Order (exchange); Environmental impact assessment; Business; Authorization; Environmental planning; Environmental law; Environmental resource management; Political science; Law; Environmental science; Computer security; Computer science; Finance","score_opus":0.006340136532699005,"score_gpt":0.24350835436730744,"score_spread":0.23716821783460845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803169847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791051,0.00315256,8.050111e-7,0.000722312,0.0001478705,0.0003870151,0.000006827239,0.000012436606,0.016465062],"genre_scores_gemma":[0.9961869,0.0022192788,0.0006405052,0.00082991493,0.000017277513,0.0000141922765,0.0000014916584,0.000032135493,0.000058288828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982623,0.00016889325,0.00046713665,0.0002986791,0.0004191254,0.00038387737],"domain_scores_gemma":[0.9993114,0.000023898981,0.00021836259,0.0003767494,0.0000019210745,0.00006769116],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002888219,0.00017413405,0.00031018007,0.000051294457,0.000044730234,0.000008823479,0.00049731205,0.00014316622,0.0027632108],"category_scores_gemma":[0.00003058969,0.00013794759,0.0001005858,0.00045964072,0.00080608827,0.0001779553,0.0005734225,0.00021766085,0.000047925118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009633798,0.0020709916,0.9606828,0.00021579627,0.000020311445,0.000017322427,0.0035256876,0.0000060076027,0.0019407176,0.0039772084,0.00080154475,0.026645256],"study_design_scores_gemma":[0.0008673004,0.0004439155,0.81988,0.0043120515,0.000016187325,0.0000047439466,0.000646102,0.000117291886,0.0008897543,0.0013371891,0.17109407,0.0003913684],"about_ca_topic_score_codex":0.00027074642,"about_ca_topic_score_gemma":0.0001263023,"teacher_disagreement_score":0.17029253,"about_ca_system_score_codex":0.00036038252,"about_ca_system_score_gemma":0.000006997871,"threshold_uncertainty_score":0.9981484},"labels":[],"label_agreement":null},{"id":"W2803241320","doi":"","title":"Institutional barriers and facilitators in green infrastructure implementation in British Columbia and Washington State","year":2018,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Public administration; Political science; Business; Computer science","score_opus":0.005997408176649166,"score_gpt":0.2258976598898064,"score_spread":0.21990025171315722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803241320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99886525,0.000008238977,0.000040280087,0.00007165844,0.00007889771,0.0002679651,0.00008935967,0.000024538858,0.0005538031],"genre_scores_gemma":[0.9985868,0.00006524271,0.00009904502,0.00018184981,0.000019011122,0.000001285354,0.000022078037,0.000013675852,0.0010110172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985776,0.00011196399,0.00021721369,0.00044858744,0.00027567774,0.00036895456],"domain_scores_gemma":[0.99953544,0.000022585731,0.00008800373,0.00011309087,0.0000054472753,0.00023543701],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018270215,0.0001552435,0.00019641599,0.000099500205,0.00027314367,0.00021689186,0.00019661036,0.00010311569,0.00035591444],"category_scores_gemma":[0.000009318143,0.0002456975,0.000025225023,0.00028691377,0.00059862836,0.0013237656,0.0004429631,0.00020688148,0.000017215907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015024807,0.000016846137,0.9854433,0.000011101344,0.000008048906,0.00006646985,0.0030748844,0.000027291631,0.00049880793,0.0000033070091,0.000021230215,0.0108137205],"study_design_scores_gemma":[0.0013223619,0.00011826453,0.9909465,0.00004333043,0.000008878026,0.0000135202,0.0035274492,0.000023519637,0.000058038306,0.00020146958,0.0034841052,0.0002525776],"about_ca_topic_score_codex":0.06259599,"about_ca_topic_score_gemma":0.6412332,"teacher_disagreement_score":0.57863724,"about_ca_system_score_codex":0.00063045486,"about_ca_system_score_gemma":0.000030112793,"threshold_uncertainty_score":0.9999995},"labels":[],"label_agreement":null},{"id":"W2804022183","doi":"10.1186/s12905-018-0547-7","title":"Selected indicators and determinants of women’s health in the vicinity of a copper mine development in northwestern Zambia","year":2018,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"First Quantum Minerals (Canada)","funders":"First Quantum Minerals","keywords":"Environmental health; Vulnerability (computing); Psychological intervention; Socioeconomics; Business; Economic growth; Health impact assessment; Geography; Medicine; Public health; Nursing; Sociology; Economics","score_opus":0.016778482999679434,"score_gpt":0.30011136941085925,"score_spread":0.2833328864111798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804022183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992469,0.00002688003,0.0000033672998,0.00009966785,0.00002761142,0.00047851983,0.0000109354305,0.000004885032,0.00010124107],"genre_scores_gemma":[0.99859077,0.000058655023,0.0003997321,0.0008392799,0.0000093511035,0.000055620774,0.0000045259117,0.000009936575,0.00003213532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997842,0.0003084756,0.0006225513,0.00023566319,0.00032748762,0.0006638272],"domain_scores_gemma":[0.99920005,0.000057815563,0.00034496628,0.00017129414,0.0000036575686,0.00022224258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016276706,0.00014157529,0.0004027631,0.000101561905,0.000112297435,0.00000688014,0.00019718792,0.000049551494,0.0001259461],"category_scores_gemma":[0.000019826179,0.00011067533,0.000012852466,0.0006089957,0.00029606186,0.00010172247,0.00012991691,0.00011874126,0.000011196114],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044234956,0.00032630577,0.90394855,0.000068231435,0.0000027766202,6.323039e-7,0.087227054,0.000001439284,0.000068543304,0.0000010721612,0.000023849441,0.008287322],"study_design_scores_gemma":[0.00072150276,0.00065792503,0.99235684,0.00004772236,5.7190726e-7,0.0000021250403,0.005673891,0.000011168829,0.00013942376,0.00002230869,0.00027460992,0.00009193333],"about_ca_topic_score_codex":0.007143007,"about_ca_topic_score_gemma":0.044923916,"teacher_disagreement_score":0.088408284,"about_ca_system_score_codex":0.002014842,"about_ca_system_score_gemma":0.00028229068,"threshold_uncertainty_score":0.9994685},"labels":[],"label_agreement":null},{"id":"W2804839852","doi":"10.17011/conference/eccb2018/107958","title":"Disturbance based management in eastern Canada: current status and trends.","year":2018,"lang":"en","type":"article","venue":"Proceedings of the 5th European Congress of Conservation Biology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disturbance (geology); Environmental resource management; Forest management; Taiga; Ecosystem; Forest ecology; Ecosystem management; Ecosystem-based management; Geography; Boreal; Logging; Environmental science; Forestry; Ecology","score_opus":0.019894927682622167,"score_gpt":0.26819613824385735,"score_spread":0.2483012105612352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804839852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862268,0.0000599257,0.000003123744,0.00061195187,0.00016663356,0.00011391673,0.00001366093,0.000004217688,0.012799761],"genre_scores_gemma":[0.99924666,0.00004968977,0.00013656386,0.0002688936,0.000013053465,0.000003470381,0.000002843241,0.0000064544543,0.0002723484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928635,0.000029895304,0.00022909297,0.00016409563,0.00012821695,0.00016236806],"domain_scores_gemma":[0.99960625,0.000013994034,0.00023859901,0.000085274565,0.000015094592,0.000040771698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016404584,0.00009007765,0.000119985845,0.000027234417,0.000048998965,0.0000069689904,0.0002772025,0.000015604925,0.000066371475],"category_scores_gemma":[0.000030855845,0.000067719186,0.000018280301,0.0001534746,0.0005276748,0.00008297054,0.00035046515,0.000055420558,0.000002443455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021068267,0.000037384132,0.98510695,0.00001861383,0.00000747923,1.5589306e-7,0.000092335635,0.0000013514401,0.001966315,0.00028884585,0.0012273395,0.011232194],"study_design_scores_gemma":[0.0003929001,0.00004814122,0.9892017,0.00004399414,0.00000878268,1.8746583e-7,0.00006853702,0.00018111999,0.0015375342,0.00012464043,0.0083220145,0.00007042957],"about_ca_topic_score_codex":0.013072817,"about_ca_topic_score_gemma":0.010508011,"teacher_disagreement_score":0.013019875,"about_ca_system_score_codex":0.00008119024,"about_ca_system_score_gemma":0.0000088481875,"threshold_uncertainty_score":0.9934992},"labels":[],"label_agreement":null},{"id":"W2805032012","doi":"10.1002/lob.200716237a","title":"LOOKING BACK INTO THE FUTURE: PALEOLIMNOLOGICAL PERSPECTIVES ON ENVIRONMENTAL CHANGE","year":2007,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Queen's University; McGill University; Yale University","keywords":"Limnology; Paleolimnology; Queen (butterfly); Pearl; Environmental change; Citation; Griffin; Library science; Ecology; History; Oceanography; Environmental ethics; Climate change; Holocene; Archaeology; Computer science; Biology; Geology; Philosophy","score_opus":0.008343973173630004,"score_gpt":0.22983733324922936,"score_spread":0.22149336007559936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805032012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98522115,0.001610467,0.000032658725,0.005253741,0.00020848119,0.00028020385,0.0000038235926,0.000040133957,0.0073493635],"genre_scores_gemma":[0.99356955,0.0022257816,0.00044016776,0.0031837607,0.00030997943,0.000013309398,0.0000066826537,0.000015224386,0.00023553653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847865,0.00011805318,0.00019542809,0.0004570706,0.00024158237,0.000509237],"domain_scores_gemma":[0.99942666,0.00011623928,0.00008582728,0.00023341224,0.0000011209371,0.00013673268],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036489297,0.0002515444,0.00017947801,0.00005670867,0.0005563782,0.00002541526,0.00026026517,0.00023672973,0.0036512848],"category_scores_gemma":[0.0000068966774,0.0001711526,0.00011852272,0.00014559043,0.0015050785,0.00007482206,0.0002677793,0.0004085937,0.000852361],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012995998,0.00035449959,0.95720184,0.0000030214999,0.000051928473,0.00003273639,0.010415268,0.0000012697934,0.0006533438,0.0009005672,0.0009922532,0.029263305],"study_design_scores_gemma":[0.0004041416,0.0004184554,0.90441287,0.000005874236,0.000019704192,0.000017515065,0.014056279,0.0000026344921,0.00023672145,0.00071909704,0.07946755,0.00023914286],"about_ca_topic_score_codex":0.000032335687,"about_ca_topic_score_gemma":0.000035422814,"teacher_disagreement_score":0.0784753,"about_ca_system_score_codex":0.00007335804,"about_ca_system_score_gemma":0.0000010631695,"threshold_uncertainty_score":0.9999256},"labels":[],"label_agreement":null},{"id":"W2808044470","doi":"","title":"Exigences relatives à la qualification du personnel Centre d'expertise en analyse environnementale du Québec","year":2009,"lang":"fr","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Political science","score_opus":0.010824914866368803,"score_gpt":0.2599897216636002,"score_spread":0.24916480679723138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808044470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9158767,0.0017343995,0.00069979986,0.03279509,0.00027693188,0.00039450807,0.000050835093,0.000071839524,0.048099924],"genre_scores_gemma":[0.96068674,0.0026353637,0.0011949874,0.0009231151,0.00025999403,0.0000101285395,0.000040724488,0.000025913461,0.03422301],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968855,0.0007065674,0.0005098567,0.00065752893,0.0006192276,0.00062135607],"domain_scores_gemma":[0.9988454,0.00018998464,0.00022783669,0.00033435444,0.0000051123234,0.00039733402],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048051763,0.00043560026,0.00033460723,0.00005427958,0.0007351442,0.00013293319,0.0004328141,0.00026132996,0.033974122],"category_scores_gemma":[0.00006906223,0.00041057443,0.00024499014,0.00025382085,0.0010649028,0.0012128407,0.00015467954,0.00026336266,0.0040529016],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055446366,0.0034590943,0.6670242,0.000018758405,0.00016871457,0.00006419165,0.13869925,0.0005055929,0.041500427,0.0028509358,0.012807224,0.13284616],"study_design_scores_gemma":[0.0008596613,0.0003308526,0.8571788,0.00006064607,0.00017084173,0.000020918747,0.0983327,0.0032351047,0.003205285,0.00040991558,0.03536294,0.0008323392],"about_ca_topic_score_codex":0.059206758,"about_ca_topic_score_gemma":0.00997135,"teacher_disagreement_score":0.19015458,"about_ca_system_score_codex":0.0017913982,"about_ca_system_score_gemma":0.00005801956,"threshold_uncertainty_score":0.9998346},"labels":[],"label_agreement":null},{"id":"W2808274252","doi":"10.1017/s0266462318000351","title":"ENVIRONMENTAL IMPACT ASSESSMENT OF A HEALTH TECHNOLOGY: A SCOPING REVIEW","year":2018,"lang":"en","type":"review","venue":"International Journal of Technology Assessment in Health Care","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; Canadian Association of Emergency Physicians; Canadian Agency for Drugs and Technologies in Health","funders":"","keywords":"Health technology; Transparency (behavior); Environmental impact assessment; Sustainability; Agency (philosophy); Impact assessment; Grey literature; Management science; Conceptual framework; Technology assessment; Environmental resource management; Risk analysis (engineering); Health care; Computer science; Environmental planning; MEDLINE; Business; Engineering; Political science; Environmental science; Sociology","score_opus":0.036723035039423355,"score_gpt":0.486660561620368,"score_spread":0.44993752658094466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808274252","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007197969,0.99315566,0.00015524444,0.002698401,0.0008117454,0.002021162,0.00015610641,0.00003747757,0.0002444343],"genre_scores_gemma":[0.009327381,0.98403573,0.0058419397,0.00040425503,0.00009583059,0.000100294,0.00011083479,0.00006976093,0.000013976907],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9921675,0.0005938305,0.004322506,0.0006117502,0.001560566,0.00074387615],"domain_scores_gemma":[0.99174076,0.000115994335,0.007274086,0.0005919126,0.000058976864,0.00021826974],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021896127,0.0006741494,0.0034594631,0.0014566572,0.00016240169,0.000029229066,0.0021560576,0.00060897676,0.0010659816],"category_scores_gemma":[0.000094380186,0.00056614785,0.00083770795,0.0009838673,0.00071440474,0.00035436678,0.0011187317,0.0018038214,0.000031564352],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068392505,0.0006797647,0.027470658,0.017423524,0.00044901864,0.000086247914,0.0001429457,0.000017282387,0.0000027154886,0.00008094756,0.00084469456,0.9527954],"study_design_scores_gemma":[0.0019018487,0.0042243684,0.00925527,0.77193296,0.00034826717,0.0011725106,0.0022164218,0.000012372605,0.000005519954,0.0004610589,0.20727576,0.0011936395],"about_ca_topic_score_codex":0.00011285839,"about_ca_topic_score_gemma":0.000048093705,"teacher_disagreement_score":0.95160174,"about_ca_system_score_codex":0.012672328,"about_ca_system_score_gemma":0.002390241,"threshold_uncertainty_score":0.9998472},"labels":[],"label_agreement":null},{"id":"W2808275789","doi":"10.1522/revueot.v26i1-2.198","title":"Le lien entre la Loi sur le développement durable et la Loi sur la qualité de l’environnement : sa nature et sa portée","year":2017,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.015493460431132337,"score_gpt":0.27965181345937035,"score_spread":0.26415835302823804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808275789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80051774,0.00059005414,0.0003586357,0.1429196,0.00043937823,0.00066889304,0.00039721647,0.00008593341,0.054022547],"genre_scores_gemma":[0.9592261,0.0022248416,0.0027566862,0.0011649787,0.00019683041,0.000058188896,0.00017444501,0.00010522737,0.034092717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99618816,0.0009179318,0.00063388713,0.0007619055,0.0006621197,0.0008359696],"domain_scores_gemma":[0.9976884,0.00035250204,0.00054329826,0.0009970246,0.00001481736,0.00040395212],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011885775,0.00054658897,0.00048944395,0.00006865349,0.0015980155,0.00081369095,0.0009516838,0.0006299847,0.0021501037],"category_scores_gemma":[0.00022329456,0.0006206424,0.0002334397,0.00012481924,0.00092168635,0.0014665064,0.0008892515,0.00088483613,0.00038744535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000425087,0.006571204,0.7799319,0.00035730557,0.000504008,0.0004503794,0.030717844,0.0012245572,0.04952864,0.033897597,0.055456106,0.041317932],"study_design_scores_gemma":[0.0009414805,0.00006770682,0.59085834,0.00022062409,0.00008660471,0.00006351595,0.00133694,0.00006732246,0.003175027,0.0015694866,0.40110248,0.0005104892],"about_ca_topic_score_codex":0.05475374,"about_ca_topic_score_gemma":0.020282002,"teacher_disagreement_score":0.34564638,"about_ca_system_score_codex":0.0020745187,"about_ca_system_score_gemma":0.0010310825,"threshold_uncertainty_score":0.9997018},"labels":[],"label_agreement":null},{"id":"W2809173004","doi":"10.1080/14615517.2018.1487504","title":"Human health, development legacies, and cumulative effects: environmental assessments of hydroelectric projects in the Nelson River watershed, Canada","year":2018,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Hydroelectricity; Indigenous; Environmental planning; Context (archaeology); Health impact assessment; Environmental resource management; Social determinants of health; Geography; Political science; Public health; Environmental science; Health care; Ecology; Medicine","score_opus":0.021912268162407975,"score_gpt":0.36973766878249115,"score_spread":0.34782540062008316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809173004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960043,0.00008322108,0.000055222656,0.00014998388,0.00010400427,0.0012665233,0.000022309301,0.000015342024,0.0022991116],"genre_scores_gemma":[0.99835265,0.00004458951,0.00095974363,0.00029592885,0.000058641876,0.00008435283,0.00006528846,0.00002784547,0.00011094984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687684,0.00046282823,0.00052788004,0.000510096,0.0008843596,0.0007380187],"domain_scores_gemma":[0.9990863,0.00019211143,0.00030573076,0.00024370958,0.00000448133,0.00016764158],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00079712627,0.00042681786,0.0004598231,0.0001090217,0.00052390003,0.000087138185,0.00029210484,0.0000980923,0.00010993054],"category_scores_gemma":[0.0000130515555,0.00029821147,0.00005400732,0.0003644065,0.00062536227,0.00052277127,0.0002922548,0.0003254931,0.0000038811727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062854684,0.0005393742,0.9551078,0.0000686527,0.00011733633,0.000019241443,0.017101591,0.000009530844,0.0052232533,0.00004695602,0.0015664701,0.020136902],"study_design_scores_gemma":[0.0013645006,0.0014429231,0.991292,0.000039209965,0.000026433137,0.000018495826,0.0025464706,0.0003301805,0.00090806297,0.00006843597,0.0015948038,0.00036848796],"about_ca_topic_score_codex":0.19248822,"about_ca_topic_score_gemma":0.059133507,"teacher_disagreement_score":0.13335471,"about_ca_system_score_codex":0.0012149612,"about_ca_system_score_gemma":0.00039443353,"threshold_uncertainty_score":0.999947},"labels":[],"label_agreement":null},{"id":"W2809403032","doi":"10.1007/s00038-018-1135-1","title":"Towards environmental health equity in health impact assessment: innovations and opportunities","year":2018,"lang":"en","type":"review","venue":"International Journal of Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Northern British Columbia","funders":"","keywords":"Health impact assessment; Health equity; Equity (law); Public health; Political science; Environmental health; Environmental justice; MEDLINE; Medicine; Public relations; Public economics; Nursing; Economics","score_opus":0.27191902890759045,"score_gpt":0.5171849322691865,"score_spread":0.24526590336159604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809403032","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014570002,0.96495086,0.0010144361,0.026924146,0.0014105835,0.0009772439,0.0007286817,0.000022885053,0.0025141882],"genre_scores_gemma":[0.008589309,0.9864724,0.0012613146,0.0027774258,0.00038471757,0.00001514657,0.00028291057,0.000047989328,0.00016878828],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932971,0.0012090739,0.0026171869,0.00038797985,0.0016479737,0.0008406649],"domain_scores_gemma":[0.994994,0.000104869716,0.0036232923,0.00022622394,0.000024981062,0.0010266576],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0069786212,0.00046648877,0.0016027065,0.0006037771,0.0002466373,0.00023925032,0.0009329942,0.0001692393,0.0014483358],"category_scores_gemma":[0.00007411346,0.00038472813,0.0003453079,0.0002999683,0.00042280418,0.001032989,0.00086941384,0.00089233625,0.000031196687],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027353562,0.00046212607,0.0020321037,0.00039626856,0.00017397737,0.000019392026,0.00077837583,0.0000020886264,1.4359325e-7,0.00034306542,0.003884132,0.99190557],"study_design_scores_gemma":[0.0005284988,0.000847902,0.023905026,0.0020138717,0.000011538502,0.00031658,0.0004478313,0.00001707691,2.8201253e-8,0.00037338154,0.9712525,0.0002857589],"about_ca_topic_score_codex":0.0017376309,"about_ca_topic_score_gemma":0.00018144785,"teacher_disagreement_score":0.9916198,"about_ca_system_score_codex":0.016331688,"about_ca_system_score_gemma":0.004649194,"threshold_uncertainty_score":0.99986047},"labels":[],"label_agreement":null},{"id":"W2809507338","doi":"10.1142/s1464333218500059","title":"A Question of Inclusion: BC Hydro’s Site C Dam Indigenous Consultation Process","year":2018,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Indigenous; Hydroelectricity; Agency (philosophy); Environmental planning; Environmental impact assessment; Environmental impact statement; Public consultation; Political science; Resource (disambiguation); Inclusion (mineral); Indigenous rights; Process (computing); Geography; Environmental resource management; Public administration; Engineering; Sociology; Law; Social science; Environmental science; Ecology","score_opus":0.007011949311509382,"score_gpt":0.30946397226124983,"score_spread":0.30245202294974044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809507338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985645,0.000053137454,0.0006791923,0.00031260544,0.00012780576,0.00043865154,0.000021827342,0.0000092697,0.012712495],"genre_scores_gemma":[0.9951996,0.0009960395,0.0025197247,0.00042359866,0.00018560505,0.000011655349,0.000011613224,0.000020063475,0.0006321004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977443,0.00012210141,0.0006693893,0.000248002,0.00089698477,0.00031922996],"domain_scores_gemma":[0.9988348,0.000040372586,0.00074172555,0.00017361382,0.000007736708,0.00020176616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005931598,0.0002396969,0.00031200427,0.00016109389,0.00040588455,0.00003229509,0.0002571909,0.000082560735,0.0005774736],"category_scores_gemma":[0.000013355088,0.0002103004,0.000093018694,0.00021521542,0.0005825836,0.0006414636,0.0008704279,0.0001634828,0.000040302937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006707732,0.006435918,0.6118107,0.00042889218,0.0009141323,0.00018823057,0.042163346,0.0011543074,0.14210567,0.0031793062,0.001093903,0.18985486],"study_design_scores_gemma":[0.0024904176,0.0019667093,0.97525454,0.00013757196,0.00022470322,0.000063839216,0.0024583568,0.0002250381,0.0045569357,0.005241454,0.0069657834,0.0004146253],"about_ca_topic_score_codex":0.00017984751,"about_ca_topic_score_gemma":0.000024443492,"teacher_disagreement_score":0.3634439,"about_ca_system_score_codex":0.0006882718,"about_ca_system_score_gemma":0.000022782935,"threshold_uncertainty_score":0.85758007},"labels":[],"label_agreement":null},{"id":"W28100264","doi":"10.1186/s13104-017-2376-4","title":"An Evaluation of Environmental Sustainability Reporting in Canada","year":2013,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Environmental resource management; Sustainability reporting; Environmental planning; Business; Geography; Environmental science","score_opus":0.13669467198179747,"score_gpt":0.4376159799726544,"score_spread":0.3009213079908569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W28100264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99782515,0.000016086742,0.000010814241,0.00010687107,0.000019763334,0.00076482585,0.000004060778,0.0000035810945,0.0012488329],"genre_scores_gemma":[0.99955565,0.000004251079,0.0002536452,0.000016411646,0.000014464504,0.00009912197,0.000008922055,0.000008803546,0.000038705348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961504,0.00074118545,0.0005329631,0.0002823175,0.0018552958,0.00043783532],"domain_scores_gemma":[0.9990729,0.00022721119,0.00020731616,0.00031870315,0.000020139438,0.00015370308],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0045366343,0.000087315166,0.0001412865,0.000038852562,0.00010858122,0.000021281605,0.00021691654,0.00003973552,0.005644733],"category_scores_gemma":[0.0014156763,0.0000807213,0.000027787104,0.0002013664,0.00025996607,0.00046624802,0.00017838266,0.00018325773,0.00004510357],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042458655,0.00014776553,0.96052676,0.00000732063,0.0000017050997,0.0000016331629,0.00025110858,0.0019864338,0.01849261,0.00000271589,0.00004504285,0.018532682],"study_design_scores_gemma":[0.00019446005,0.000050549916,0.98230547,0.00000440147,0.000002477832,5.6497464e-7,0.0040509747,0.0066488935,0.0040921406,0.002559006,0.000010600028,0.00008046054],"about_ca_topic_score_codex":0.9616667,"about_ca_topic_score_gemma":0.8601973,"teacher_disagreement_score":0.10146943,"about_ca_system_score_codex":0.0057458333,"about_ca_system_score_gemma":0.00049604964,"threshold_uncertainty_score":0.99807096},"labels":[],"label_agreement":null},{"id":"W2810456788","doi":"","title":"Municipal Environmental Liabilities Assessment","year":2008,"lang":"en","type":"book","venue":"VDM Verlag Dr. Mller Aktiengesellschaft & Co. KG eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislature; Current liability; Business; Government (linguistics); Contingent liability; Environmental planning; Risk assessment; Environmental impact assessment; Local government; Accounting; Risk analysis (engineering); Environmental resource management; Finance; Environmental science; Economics; Political science; Public administration","score_opus":0.019634742503909192,"score_gpt":0.2718360675131712,"score_spread":0.252201325009262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810456788","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09849213,0.00038061378,0.000021077574,0.00009556721,0.0010196085,0.0016766018,0.0004220366,0.00027259786,0.8976198],"genre_scores_gemma":[0.12831642,0.001187388,0.00040688028,0.0007651507,0.0006698116,0.00024275463,0.00050836947,0.00037768,0.8675255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913316,0.00043763104,0.0013734355,0.0019945488,0.0029544644,0.0019083594],"domain_scores_gemma":[0.9960135,0.0003157799,0.0007302825,0.0019529837,0.000011392924,0.00097601267],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005885095,0.001861682,0.0015893916,0.00023777946,0.00112706,0.00016954984,0.0017715818,0.0013901138,0.014612094],"category_scores_gemma":[0.00001915276,0.0018958753,0.0009367069,0.00008997119,0.0027488875,0.0004984862,0.0017169483,0.0023013179,0.006829442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061653793,0.0054195034,0.070877306,0.00070616073,0.0030361486,0.0019330517,0.052407246,0.0009066208,0.011830395,0.0022075945,0.8059981,0.044061355],"study_design_scores_gemma":[0.0016871146,0.0008762665,0.015381247,0.0001600457,0.0002602062,0.000071955714,0.0010872246,0.00015418648,0.0004721612,0.0018191081,0.9754554,0.0025750527],"about_ca_topic_score_codex":0.00028322704,"about_ca_topic_score_gemma":0.00008359291,"teacher_disagreement_score":0.16945736,"about_ca_system_score_codex":0.004944258,"about_ca_system_score_gemma":0.00023899115,"threshold_uncertainty_score":0.9999651},"labels":[],"label_agreement":null},{"id":"W2811302454","doi":"10.22217/upi.2018.026","title":"Implementation of Low Impact Development in Orange County, California: Challenges and Solutions in Implementation and Assessment of Progress","year":2018,"lang":"en","type":"article","venue":"Urban Planning International","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Orange (colour); Computer science; Environmental planning; Environmental science; Chemistry","score_opus":0.03589568422545208,"score_gpt":0.3798833372154696,"score_spread":0.3439876529900175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811302454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998475,0.00013930757,0.00006258356,0.00011783531,0.00004662802,0.00019914577,0.00006747391,0.00000404785,0.00088796986],"genre_scores_gemma":[0.9982554,0.000074592754,0.0015382845,0.000014556571,0.000018493474,0.00002512011,0.000060682818,0.000005987262,0.0000068945806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990265,0.000036888938,0.00031716586,0.00016470466,0.00029103004,0.00016373879],"domain_scores_gemma":[0.99972737,0.000025145922,0.00015111375,0.00004661649,0.000010079271,0.000039688308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031219595,0.00009512934,0.00012487709,0.00009892668,0.00004047687,0.000011417106,0.00007767033,0.00003438239,0.00032880186],"category_scores_gemma":[0.0000036805927,0.00009163254,0.000014467735,0.00006699471,0.00017605996,0.00022224375,0.00013279868,0.00006210623,0.0000015779045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011099405,0.00008988381,0.97714317,0.000012327743,0.000020926973,0.0000014945633,0.0038979603,0.000015816984,0.0007755381,0.000094659066,0.000057525183,0.017879596],"study_design_scores_gemma":[0.00075917545,0.000107394735,0.9950998,0.000050168197,0.0000041363587,0.0000021996239,0.0023650266,0.0005686023,0.00065632863,0.00009911326,0.0002055701,0.00008247938],"about_ca_topic_score_codex":0.0006003326,"about_ca_topic_score_gemma":0.0014820792,"teacher_disagreement_score":0.017956633,"about_ca_system_score_codex":0.00036029468,"about_ca_system_score_gemma":0.000029556528,"threshold_uncertainty_score":0.37366664},"labels":[],"label_agreement":null},{"id":"W2812993029","doi":"10.5539/jas.v10n8p426","title":"Impact Assessment From Coal Mining Area in Southern Brazil","year":2018,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidade do Estado de Santa Catarina; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Coal mining; Coal; Environmental science; Environmental impact assessment; Pollution; Excavation; Mining engineering; Structural basin; Coal basin; Environmental planning; Water resource management; Environmental resource management; Geography; Geology; Archaeology; Law; Ecology","score_opus":0.013407889667138134,"score_gpt":0.30143204509572463,"score_spread":0.2880241554285865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2812993029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99437827,0.000010804243,0.000050095725,0.00023036893,0.00026218395,0.00007238299,0.000007097441,0.0000056403196,0.0049831644],"genre_scores_gemma":[0.9973779,0.0000073574765,0.0021280688,0.00011315223,0.00019768956,8.4767385e-7,0.0000012961194,0.0000041604153,0.00016952795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809486,0.000050770737,0.00036732454,0.00021080612,0.00087435,0.0004019133],"domain_scores_gemma":[0.9992171,0.000044244072,0.00033724203,0.0001012617,0.000024810126,0.00027532649],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059370266,0.00015236155,0.0002072496,0.00004869832,0.00024041343,0.00012546821,0.00058217393,0.000048219586,0.0018068486],"category_scores_gemma":[0.00004245348,0.000083822226,0.00010400517,0.00055188476,0.00074607745,0.0011747025,0.00022210539,0.0001973559,0.00010070976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011161089,0.0001194399,0.81995547,2.6781376e-7,0.000007883299,0.000008325714,0.0028470533,0.00021549225,0.1750617,0.0000011887367,0.00054346933,0.00122855],"study_design_scores_gemma":[0.00034375652,0.0003435047,0.9942297,0.000025766021,0.000008805136,0.000025869871,0.0036682275,0.000120638295,0.0009573224,0.00008071499,0.000058073474,0.00013766075],"about_ca_topic_score_codex":0.0010834574,"about_ca_topic_score_gemma":0.0004932166,"teacher_disagreement_score":0.1742742,"about_ca_system_score_codex":0.0010537918,"about_ca_system_score_gemma":0.000055721033,"threshold_uncertainty_score":0.99910563},"labels":[],"label_agreement":null},{"id":"W2840630452","doi":"10.1002/sd.1852","title":"Toward sustainable development: A methodology for evaluating environmental planning systems","year":2018,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Irish Research Council for the Humanities and Social Sciences; European Commission","keywords":"Sustainable development; Strengths and weaknesses; Environmental planning; Environmental resource management; Environmental management system; Business; Environmental impact assessment; Process management; Political science; Environmental science","score_opus":0.08269324617121354,"score_gpt":0.3532783856713345,"score_spread":0.270585139500121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2840630452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9532837,0.00022673339,0.03183938,0.0000880977,0.000363626,0.0022882698,0.000004718793,0.00013618032,0.011769275],"genre_scores_gemma":[0.88505596,0.000005183297,0.0672189,0.0002700503,0.00015294789,0.00085717,0.00008235644,0.00007715583,0.046280265],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99526185,0.00027264576,0.0007740717,0.00085643394,0.00080798415,0.0020270424],"domain_scores_gemma":[0.99877346,0.00020758208,0.0003071244,0.00031920001,0.000040022423,0.00035262224],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028471411,0.0005001445,0.00049140275,0.00014961555,0.0018517094,0.00017894393,0.000542765,0.00022722766,0.0011551568],"category_scores_gemma":[0.0002154866,0.00049735117,0.00009233259,0.0003377736,0.00040573982,0.0006435395,0.0010781523,0.0002078579,0.0004793627],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002292939,0.0033355863,0.3609329,0.003131269,0.0019329982,0.0018153703,0.42094827,0.008266486,0.036713026,0.01271033,0.027439237,0.12048162],"study_design_scores_gemma":[0.0032128938,0.0009935539,0.1289357,0.00009067733,0.0000982248,0.000057989713,0.25176492,0.0011823424,0.022362651,0.002511099,0.58671975,0.002070237],"about_ca_topic_score_codex":0.00022560924,"about_ca_topic_score_gemma":0.000007036682,"teacher_disagreement_score":0.5592805,"about_ca_system_score_codex":0.0041715293,"about_ca_system_score_gemma":0.00030659055,"threshold_uncertainty_score":0.99975795},"labels":[],"label_agreement":null},{"id":"W28617041","doi":"10.1177/0003702817715655","title":"Strengthening sustainability assessment in town planning in rural Saskatchewan","year":2014,"lang":"en","type":"article","venue":"Applied Spectroscopy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Environmental planning; Business; Environmental resource management; Geography; Economics","score_opus":0.005231261823151484,"score_gpt":0.2796669857190764,"score_spread":0.2744357238959249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W28617041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94745374,0.0000037111247,0.0006808979,0.00017851176,0.00004582176,0.00036043898,0.0000012127592,0.00003503894,0.051240627],"genre_scores_gemma":[0.99532616,0.0000023310183,0.0042059626,0.00017895592,0.000034902074,0.00007313596,0.000010539729,0.000018919169,0.00014911253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982557,0.00007607552,0.0003400262,0.00036083552,0.00034849995,0.00061883585],"domain_scores_gemma":[0.9994791,0.0000718053,0.00008485955,0.00024877992,0.0000013567098,0.00011408859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005680116,0.00021529461,0.00026740035,0.000053791453,0.000101971236,0.00004365774,0.00024128455,0.00009169076,0.0007480037],"category_scores_gemma":[0.000014587526,0.0002152147,0.000041485007,0.00026635596,0.0001445991,0.00017931758,0.00021328007,0.00040780596,0.00004201091],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003418958,0.00024407248,0.9207062,0.0000063045554,0.0000038527724,0.000005790678,0.003132823,0.0027080502,0.06601273,0.00059760566,0.00006049299,0.0064878645],"study_design_scores_gemma":[0.0010364648,0.00010703005,0.96722335,0.000016056249,0.0000044316016,6.431172e-7,0.013306261,0.0010576978,0.0061174924,0.010596669,0.00022783453,0.000306102],"about_ca_topic_score_codex":0.0015934964,"about_ca_topic_score_gemma":0.0010974281,"teacher_disagreement_score":0.059895243,"about_ca_system_score_codex":0.0018476214,"about_ca_system_score_gemma":0.000031541447,"threshold_uncertainty_score":0.8776201},"labels":[],"label_agreement":null},{"id":"W2883513151","doi":"10.29173/alr2484","title":"Do Recent Amendments to Alberta's Municipal Government Act Enable Management of Surface Water Resources and Air Quality?","year":2018,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Corporate governance; Legislation; Local government; Public administration; Government (linguistics); Conurbation; Environmental planning; Environmental resource management; Political science; Finance; Economics; Law; Geography","score_opus":0.022786127948719585,"score_gpt":0.308361331713965,"score_spread":0.2855752037652454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883513151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80556583,0.0010780337,0.0000020668494,0.0018309302,0.00009356221,0.00082711794,0.000008027396,0.00000729475,0.19058712],"genre_scores_gemma":[0.966678,0.01622371,0.00053194433,0.0048634047,0.000026545333,0.00004257842,0.000010269082,0.000029910107,0.011593602],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975162,0.00018909156,0.00052958314,0.00048908836,0.0007743163,0.00050168],"domain_scores_gemma":[0.9989363,0.00007874219,0.000147933,0.0005643581,0.0000055641804,0.00026709805],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005893889,0.00027800055,0.0004568387,0.000005922048,0.00019347081,0.000028091103,0.00037688456,0.000055727472,0.005973549],"category_scores_gemma":[0.000014852214,0.00020140898,0.00008697522,0.00014569181,0.0002974221,0.00024025253,0.0009698838,0.000083380466,0.0010864142],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014764614,0.011167498,0.35120928,0.019367281,0.005081685,0.0001115335,0.08592072,0.0007005543,0.11440413,0.03522113,0.06541131,0.30992842],"study_design_scores_gemma":[0.00042049607,0.00027547698,0.00786034,0.0010384729,0.00013773487,0.0000019780714,0.00030406457,0.0000037599755,0.0071001435,0.00013570982,0.982335,0.0003868786],"about_ca_topic_score_codex":0.019796574,"about_ca_topic_score_gemma":0.0044684284,"teacher_disagreement_score":0.91692364,"about_ca_system_score_codex":0.0003161618,"about_ca_system_score_gemma":0.0000016494968,"threshold_uncertainty_score":0.99969137},"labels":[],"label_agreement":null},{"id":"W2883556646","doi":"","title":"Options for Oversight in the Provincial Environmental Realm: Examples and Functions of Independent Environmental Oversight Offices","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Legislature; Realm; Premise; Context (archaeology); Public administration; Value (mathematics); Political science; Work (physics); Environmental law; Public relations; Law; Geography; Engineering","score_opus":0.013904091136865191,"score_gpt":0.23926938466487194,"score_spread":0.22536529352800674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883556646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964036,0.0007299942,0.00063720095,0.000252212,0.000110940804,0.00048421224,0.00008078202,0.000006480695,0.0012945969],"genre_scores_gemma":[0.9971334,0.0015920418,0.00013851764,0.00008620817,0.00010881067,0.000026624417,0.00003585955,0.000017576216,0.00086096645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976446,0.00016582708,0.0003217107,0.00026100548,0.00059331,0.0010135445],"domain_scores_gemma":[0.9994113,0.00008644999,0.00020808219,0.00015450457,0.0000015325115,0.00013816591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013129133,0.00019816743,0.00019053239,0.000059854356,0.00031819852,0.00003955216,0.0002989706,0.00009846491,0.0001764257],"category_scores_gemma":[0.000019153425,0.00015320253,0.00010646901,0.00008748653,0.0003351223,0.0005099038,0.0001528378,0.000619624,0.000027976195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080356706,0.0034682539,0.9076024,0.000017827315,0.00037698113,0.000018427378,0.0115831485,0.0012516099,0.03269978,0.010446731,0.0020866315,0.029644597],"study_design_scores_gemma":[0.009279939,0.004414128,0.7363828,0.000046157093,0.0003803861,0.00065827975,0.14715853,0.00041740324,0.000743956,0.06973493,0.029633699,0.0011497902],"about_ca_topic_score_codex":0.00036771235,"about_ca_topic_score_gemma":0.0015601887,"teacher_disagreement_score":0.17121965,"about_ca_system_score_codex":0.0019629623,"about_ca_system_score_gemma":0.00013719953,"threshold_uncertainty_score":0.6247418},"labels":[],"label_agreement":null},{"id":"W2883758951","doi":"10.11575/prism/32399","title":"Calgary Regional Partnership TRANSIT TEST PILOT: DRAFT SUB-REGIONAL FEASIBILITY STUDY OPERATIONAL PLAN","year":2018,"lang":"en","type":"article","venue":"Open MIND","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Plan (archaeology); Transit (satellite); Test (biology); Transport engineering; Business; Engineering; Public transport; Geography; Finance","score_opus":0.13013676865914242,"score_gpt":0.3578013561189033,"score_spread":0.22766458745976087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883758951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96974957,0.0000058012865,0.000027557475,0.0006941839,0.000061919236,0.00094617985,0.00002686624,0.000003746087,0.028484195],"genre_scores_gemma":[0.99453497,0.0000020905266,0.00085201574,0.0005322265,0.00016341936,0.000037852173,0.00008251514,0.000015871816,0.0037790418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980057,0.00014914341,0.0002825333,0.0005782106,0.00063731044,0.00034713483],"domain_scores_gemma":[0.9992792,0.0000909095,0.00007147423,0.0002969778,0.000008785636,0.00025266843],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000505672,0.00021592357,0.00020027337,0.000017156746,0.00050919695,0.00016730938,0.0005845753,0.000066044384,0.020950675],"category_scores_gemma":[0.000022310893,0.00019193464,0.000054020482,0.00014487757,0.0006087506,0.00063339877,0.00030827304,0.00016047829,0.0032429039],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002057063,0.0037780667,0.9721176,0.0000011456674,0.00003387054,0.000021986454,0.0032493265,0.000019071807,0.010746619,0.000013966306,0.0047060293,0.0051065977],"study_design_scores_gemma":[0.0013464238,0.001430762,0.9826518,0.000008102952,0.000027536955,0.000012789652,0.0008096331,0.00012000299,0.0013175356,0.00015483999,0.011810715,0.0003098428],"about_ca_topic_score_codex":0.0008888969,"about_ca_topic_score_gemma":0.0036094852,"teacher_disagreement_score":0.024785416,"about_ca_system_score_codex":0.00030733857,"about_ca_system_score_gemma":0.000057430818,"threshold_uncertainty_score":0.9975332},"labels":[],"label_agreement":null},{"id":"W2883855534","doi":"10.1007/s00267-018-1086-6","title":"Perspectives on Driving Changes in Project-based Cumulative Effects Assessment for Biodiversity: Lessons from the Canadian Experience","year":2018,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"U.S. Army Corps of Engineers; U.S. Fish and Wildlife Service; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Context (archaeology); Government (linguistics); Cumulative effects; Environmental resource management; Biodiversity; Business; Baseline (sea); Environmental planning; Public relations; Political science; Geography; Ecology; Economics","score_opus":0.022079168827452176,"score_gpt":0.3046833012800114,"score_spread":0.2826041324525592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883855534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842242,0.00001893543,0.00035110986,0.0030444723,0.00023050298,0.0022708613,0.00012776775,0.000029901224,0.009702261],"genre_scores_gemma":[0.99534655,0.000036454985,0.0017435272,0.0019304312,0.00007689835,0.00040327254,0.00006429185,0.00002055419,0.00037799578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783057,0.00017020994,0.00016659274,0.00069308875,0.00054291467,0.00059661985],"domain_scores_gemma":[0.9991782,0.00018525175,0.00009776216,0.00038287675,0.0000013103447,0.00015461507],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002767824,0.0003038121,0.00019124188,0.000087647364,0.0010453862,0.00008880998,0.0004644614,0.00008027966,0.00090513314],"category_scores_gemma":[0.000012570746,0.00025305248,0.000081409984,0.00018287051,0.0007076717,0.00018317925,0.00033111763,0.00019459543,0.00030271112],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010353407,0.0011752247,0.94006354,0.000014672332,0.00015772122,0.00006192878,0.030776756,0.00037768058,0.0028566085,0.0006296528,0.0060994355,0.017683273],"study_design_scores_gemma":[0.0010815323,0.00041155558,0.9630267,0.000043703676,0.000040535713,1.9619361e-7,0.020672422,0.0007316671,0.0013851237,0.00019175389,0.01205038,0.0003644372],"about_ca_topic_score_codex":0.035857465,"about_ca_topic_score_gemma":0.13866943,"teacher_disagreement_score":0.10281197,"about_ca_system_score_codex":0.0032904798,"about_ca_system_score_gemma":0.000014709858,"threshold_uncertainty_score":0.9999922},"labels":[],"label_agreement":null},{"id":"W2884220106","doi":"10.3390/su10093289","title":"Financial Modelling Strategies for Social Life Cycle Assessment: A Project Appraisal of Biodiesel Production and Sustainability in Newfoundland and Labrador, Canada","year":2018,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Operationalization; Sustainability; Flexibility (engineering); Life-cycle assessment; Environmental economics; Environmental resource management; Business; Production (economics); Engineering; Economics; Management","score_opus":0.013720492134688057,"score_gpt":0.31038380670892923,"score_spread":0.29666331457424117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884220106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958795,0.00001717842,0.0013848934,0.0011370128,0.000093026676,0.0012098759,0.000031009782,0.000012778286,0.00023474144],"genre_scores_gemma":[0.9992248,0.000006437289,0.00049642584,0.000033906446,0.000090536334,0.00008950153,0.0000062205368,0.000009970796,0.00004222506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984129,0.00013396464,0.00031635037,0.00046490147,0.00026044858,0.00041142481],"domain_scores_gemma":[0.99947995,0.000094132396,0.00011871332,0.00014887321,0.000086525244,0.000071828756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068900356,0.00017782945,0.0002740168,0.00003426558,0.0003553845,0.000044104385,0.00009416349,0.00009528469,0.00001758664],"category_scores_gemma":[0.00062900485,0.00017232602,0.000033138655,0.00022372627,0.0010564639,0.0004881544,0.00017646163,0.000133061,8.2067224e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025689154,0.00033124618,0.9830491,0.0005420442,0.00001332873,0.000001905071,0.007262395,0.0015927582,0.00006060987,0.0022749102,0.00023877491,0.0043760296],"study_design_scores_gemma":[0.0005838009,0.00025142622,0.92914903,0.00000647563,0.000017509232,9.0411277e-7,0.015913669,0.0062446995,0.000016708103,0.0471276,0.000456586,0.00023160665],"about_ca_topic_score_codex":0.63380873,"about_ca_topic_score_gemma":0.6331691,"teacher_disagreement_score":0.053900093,"about_ca_system_score_codex":0.002512207,"about_ca_system_score_gemma":0.0016067848,"threshold_uncertainty_score":0.7027251},"labels":[],"label_agreement":null},{"id":"W2885648445","doi":"10.1155/2018/9267306","title":"Engaging Multiple Actors in Large-Scale Transport Infrastructure Project Appraisal: An Application of MAMCA to the Case of HS2 High-Speed Rail","year":2018,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Strategic Research Council; Innovationsfonden","keywords":"Project appraisal; Process (computing); Usability; Weighting; Scale (ratio); Government (linguistics); Sustainability; Computer science; Process management; Management science; Data collection; Operations research; Risk analysis (engineering); Engineering; Business","score_opus":0.007419992089531657,"score_gpt":0.2953238234038707,"score_spread":0.28790383131433905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885648445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989724,0.000006160745,0.009636642,0.00006148456,0.00013213094,0.00034730206,0.000056545883,0.000005264592,0.0000304756],"genre_scores_gemma":[0.99153936,0.000013597304,0.0082999775,0.00003712995,0.00005691121,0.000005439454,0.000028009645,0.000014831655,0.0000047468216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987665,0.00005667365,0.00057095545,0.00014654704,0.00029264172,0.00016668242],"domain_scores_gemma":[0.999249,0.000046321467,0.0004623804,0.00014076217,0.000026699605,0.00007487956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003551398,0.000120806,0.00022702046,0.000072862924,0.00007467209,0.0000039097954,0.00016947072,0.00006004384,0.00005494164],"category_scores_gemma":[0.000015114451,0.000091764065,0.000071591036,0.00034661026,0.000111897745,0.0005910561,0.0000047822323,0.00017736787,0.0000013078819],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040881618,0.0003686445,0.6115995,0.00002938673,0.00002207341,0.000030404957,0.04595402,0.05812956,0.26715493,0.00001952494,0.000010828415,0.01627231],"study_design_scores_gemma":[0.0010355962,0.0003455587,0.9750444,0.000024929861,0.000032104464,0.000012848911,0.009087517,0.00032831554,0.0135880895,0.00010347641,0.00030216834,0.000094943534],"about_ca_topic_score_codex":0.00059636997,"about_ca_topic_score_gemma":0.0068127397,"teacher_disagreement_score":0.36344495,"about_ca_system_score_codex":0.000094104165,"about_ca_system_score_gemma":0.000018138642,"threshold_uncertainty_score":0.3801669},"labels":[],"label_agreement":null},{"id":"W2886457954","doi":"10.5204/thesis.eprints.117606","title":"Increasing the Effectiveness of Stakeholder Engagement in the Use of Environmental Decision Support Systems","year":2018,"lang":"en","type":"dissertation","venue":"Queensland University of Technology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Okanagan University College; Kelowna General Hospital; University of British Columbia","funders":"Queensland University of Technology","keywords":"Commit; Sustainability; Perspective (graphical); Stakeholder engagement; Stakeholder; Knowledge management; Business; Management science; Political science; Computer science; Public relations; Engineering","score_opus":0.024328433089183647,"score_gpt":0.2420829972232197,"score_spread":0.21775456413403604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886457954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99790794,0.000037186728,0.00005471478,0.000013466257,0.0000928737,0.00052960846,0.00007448591,0.0000064811875,0.0012832213],"genre_scores_gemma":[0.99919206,0.00014992493,0.00033651822,0.0000039461825,0.0000043413565,0.0000013181915,0.000075900854,0.000008966814,0.00022705262],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857116,0.0004497905,0.00023401433,0.00021157473,0.00037188057,0.00016155328],"domain_scores_gemma":[0.9989102,0.00036188096,0.0003604716,0.00034407582,0.0000054671887,0.000017933009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087422197,0.00015314632,0.00032737388,0.000118124764,0.000118110045,0.0000053012263,0.00051919004,0.0002746107,0.00022551959],"category_scores_gemma":[0.000038937822,0.000110794084,0.00008092525,0.00020313651,0.0006127322,0.000107917636,0.00017926519,0.0002456003,0.000010213078],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013264761,0.0008433881,0.9442728,0.00023787364,0.00018099805,0.000041306193,0.005205711,0.00031369465,0.033129018,0.0003038897,0.0005011254,0.013643689],"study_design_scores_gemma":[0.00060180255,0.00032888434,0.97851574,0.00020665384,0.00010172676,0.000005964471,0.014232276,0.000027116372,0.0019014308,0.00022764853,0.0037118078,0.00013896362],"about_ca_topic_score_codex":0.0027904848,"about_ca_topic_score_gemma":0.00061783387,"teacher_disagreement_score":0.034242895,"about_ca_system_score_codex":0.00017665012,"about_ca_system_score_gemma":0.000015237887,"threshold_uncertainty_score":0.45180517},"labels":[],"label_agreement":null},{"id":"W2886905187","doi":"10.1080/14615517.2018.1507111","title":"Social impact assessment in the Russian Federation: does it meet the key values of democracy and civil society?","year":2018,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Democracy; Civil society; Legislation; Corporation; Political science; Social impact assessment; Public administration; Environmental impact assessment; Russian federation; Law; Sociology; Politics; Regional science","score_opus":0.02340133003224087,"score_gpt":0.41349396844516173,"score_spread":0.39009263841292086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886905187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97070557,0.000032086544,0.00014058924,0.0073612863,0.00013915292,0.000805946,0.000035398036,0.000023009661,0.02075694],"genre_scores_gemma":[0.99805063,0.00011274269,0.00081861764,0.00048667108,0.0003453924,0.00005759861,0.000022821088,0.000026842235,0.000078700396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971405,0.0005289652,0.00046931813,0.0004200317,0.0008500464,0.00059113576],"domain_scores_gemma":[0.99885863,0.0004513886,0.00029081607,0.00028071122,0.0000108736185,0.00010757272],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016058456,0.00040815573,0.00040064263,0.00004625007,0.0013004515,0.00044128453,0.00038361424,0.000157793,0.0005239594],"category_scores_gemma":[0.000025151101,0.00019901308,0.00023107142,0.00038490412,0.001161288,0.00082189136,0.00033227706,0.0003949645,0.0000051045954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083679035,0.0005050822,0.92828965,0.00002707334,0.00022629598,0.000005034448,0.050896242,0.000012162123,0.0036778867,0.0018745089,0.011171919,0.0032304497],"study_design_scores_gemma":[0.0010029344,0.00078181055,0.98201233,0.000021911903,0.0000824277,0.000017473465,0.009627895,0.0013471807,0.00016083663,0.003920059,0.0006941288,0.00033100593],"about_ca_topic_score_codex":0.0018308017,"about_ca_topic_score_gemma":0.0011898169,"teacher_disagreement_score":0.053722672,"about_ca_system_score_codex":0.00032606767,"about_ca_system_score_gemma":0.00017816771,"threshold_uncertainty_score":0.9999997},"labels":[],"label_agreement":null},{"id":"W2888854236","doi":"10.4000/books.pum.21469","title":"Gérer l’environnement","year":2001,"lang":"fr","type":"book","venue":"Presses de l’Université de Montréal eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography","score_opus":0.00761569230916599,"score_gpt":0.188606089279703,"score_spread":0.180990396970537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888854236","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06748329,0.001818851,0.0006740619,0.00066498533,0.00029282938,0.0007733349,0.0002210975,0.000105917,0.92796564],"genre_scores_gemma":[0.059610385,0.004530421,0.001362418,0.00096929964,0.000323393,0.000032615677,0.00013011387,0.0001501652,0.9328912],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956326,0.00033130794,0.0004954931,0.00095898454,0.0009455332,0.0016360712],"domain_scores_gemma":[0.9976386,0.00016075704,0.00042432605,0.0007525834,0.000010062926,0.0010137045],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029642877,0.0009306868,0.00069570285,0.00009796513,0.001211391,0.00011035233,0.0011063191,0.00087019254,0.09915815],"category_scores_gemma":[0.000017737197,0.0010781989,0.0005022317,0.00006785295,0.0011595989,0.00027281817,0.0023372055,0.0008455167,0.005380664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085720146,0.0014867821,0.23075542,0.0005387243,0.002080113,0.008211889,0.024904346,0.009553869,0.044313356,0.0068906024,0.47168696,0.19872074],"study_design_scores_gemma":[0.0014204596,0.00031124358,0.11365728,0.00019649626,0.0007149724,0.0001809209,0.00095373654,0.0006192734,0.001859509,0.0035359506,0.87530535,0.0012448156],"about_ca_topic_score_codex":0.010497962,"about_ca_topic_score_gemma":0.0046222047,"teacher_disagreement_score":0.4036184,"about_ca_system_score_codex":0.018966759,"about_ca_system_score_gemma":0.00012675136,"threshold_uncertainty_score":0.99916685},"labels":[],"label_agreement":null},{"id":"W2890449507","doi":"10.1038/s41893-018-0141-x","title":"Cross-discipline evidence principles for sustainability policy","year":2018,"lang":"en","type":"article","venue":"Nature Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Institutes of Health","keywords":"Sustainability; Engineering ethics; Cross disciplinary; Management science; Evidence-based practice; Political science; Knowledge management; Computer science; Data science; Engineering; Medicine; Ecology; Alternative medicine","score_opus":0.016549092310411344,"score_gpt":0.394643017201944,"score_spread":0.37809392489153265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890449507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844831,0.00007449341,0.00088989973,0.0074783196,0.00024569893,0.002076984,0.000038364513,0.00012208134,0.004591058],"genre_scores_gemma":[0.99138314,0.0000073589545,0.001056289,0.0006229234,0.0006365718,0.00017509736,0.000013365993,0.000030394349,0.006074884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968237,0.00016910567,0.00046577386,0.00091252226,0.00060164795,0.0010272401],"domain_scores_gemma":[0.9980006,0.00033839696,0.00017660797,0.0008847313,0.00027754283,0.00032207358],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018049761,0.00033718135,0.00031181183,0.000054130596,0.0008592063,0.00012413337,0.0006707604,0.00048386565,0.0010195983],"category_scores_gemma":[0.00842029,0.0002908529,0.00022876378,0.0006227365,0.0022970918,0.00084460713,0.0009446485,0.0005182815,0.000046880643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003403877,0.00044990273,0.98168886,0.00020359983,0.000018445658,0.000004177175,0.0012332025,0.00015666064,0.00034042733,0.0046586944,0.0006721074,0.010233517],"study_design_scores_gemma":[0.0004396358,0.0003941156,0.8488817,0.000010173974,0.000017956569,0.0000021833769,0.00095774524,0.00025919982,0.0013046535,0.1225595,0.024825532,0.00034756665],"about_ca_topic_score_codex":0.0008510551,"about_ca_topic_score_gemma":0.00036256728,"teacher_disagreement_score":0.13280715,"about_ca_system_score_codex":0.0070424555,"about_ca_system_score_gemma":0.00039442652,"threshold_uncertainty_score":0.99995434},"labels":[],"label_agreement":null},{"id":"W2894858614","doi":"","title":"A(nother) New Federal Regime for Assessing Interprovincial Pipeline Projects: The Proposed Impact Assessment Act","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Parliament; Jurisdiction; Public administration; Government (linguistics); Legislature; Political science; Environmental impact assessment; Impact assessment; Scope (computer science); Legislative history; Public participation; Business; Environmental planning; Law; Geography; Politics; Computer science","score_opus":0.013283233003029402,"score_gpt":0.325290168476725,"score_spread":0.31200693547369557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894858614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9034124,0.00009916354,0.08272769,0.0029327006,0.0005124363,0.0011752758,0.0000060863,0.00006055366,0.009073706],"genre_scores_gemma":[0.98983145,0.00009109584,0.0014925629,0.0005237474,0.0016693863,0.000014499104,0.000007876246,0.000057709498,0.0063117025],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9960026,0.00018794132,0.00041289633,0.00036075636,0.0006081758,0.0024276173],"domain_scores_gemma":[0.9990682,0.00007189817,0.00036606574,0.0002609298,0.000019431645,0.00021348127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001959613,0.00033154033,0.00027170478,0.00004203717,0.0012105034,0.0004255802,0.00062412233,0.00011664938,0.0006622115],"category_scores_gemma":[0.000072916,0.00020471546,0.0002906508,0.00020224672,0.00033124353,0.00085517747,0.00018196016,0.0012408559,0.00009664801],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012354043,0.0015426833,0.30018753,0.000019722429,0.00095804746,0.000014240804,0.0065642335,0.00021995087,0.05799159,0.0044092727,0.024168469,0.60268885],"study_design_scores_gemma":[0.018123958,0.018739477,0.4222545,0.00030978478,0.0007687461,0.0018992324,0.029351518,0.015235519,0.007657764,0.44083968,0.040569857,0.004249962],"about_ca_topic_score_codex":0.0012944392,"about_ca_topic_score_gemma":0.0024529176,"teacher_disagreement_score":0.5984389,"about_ca_system_score_codex":0.005699439,"about_ca_system_score_gemma":0.0021620807,"threshold_uncertainty_score":0.9981175},"labels":[],"label_agreement":null},{"id":"W2895041363","doi":"10.1016/j.yrtph.2018.10.001","title":"The regulatory challenge of chemicals in the environment: Toxicity testing, risk assessment, and decision-making models","year":2018,"lang":"en","type":"review","venue":"Regulatory Toxicology and Pharmacology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Rheumatology Association","funders":"","keywords":"Risk analysis (engineering); Risk assessment; Scope (computer science); Risk management; Computer science; Sophistication; Environmental risk assessment; Management science; Business; Engineering","score_opus":0.05181314157379108,"score_gpt":0.37737957460263827,"score_spread":0.3255664330288472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895041363","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20394196,0.79119706,0.000042436637,0.0000855832,0.00032394874,0.0014279418,0.000053724765,0.000019437384,0.0029079085],"genre_scores_gemma":[0.15079466,0.8481274,0.0005130327,0.00019892004,0.00011646514,0.00017159834,0.0000050522394,0.000036265395,0.000036565798],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960931,0.0013525414,0.0008542586,0.00072582666,0.00037530935,0.0005989874],"domain_scores_gemma":[0.99533707,0.0031940236,0.00086013833,0.00046921938,0.000005725342,0.00013382836],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0023189941,0.0005048434,0.0010866832,0.00006920067,0.0006624459,0.000028277516,0.000712456,0.0006953009,0.0004638701],"category_scores_gemma":[0.00005247509,0.00031962834,0.00017322047,0.000200562,0.003056239,0.0001944871,0.000875189,0.00090212014,0.000018744753],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035011017,0.00049243215,0.004189465,0.0005189275,0.00025036905,0.00002310896,0.00051610905,0.00007233937,0.0002570226,0.00052381377,0.001495275,0.99162614],"study_design_scores_gemma":[0.0028578416,0.0019085763,0.074806064,0.00231484,0.00346465,0.00024825116,0.0004706042,0.0025701288,0.00009980875,0.0955708,0.81332564,0.0023627752],"about_ca_topic_score_codex":0.00001203368,"about_ca_topic_score_gemma":0.000025656436,"teacher_disagreement_score":0.98926336,"about_ca_system_score_codex":0.0003897912,"about_ca_system_score_gemma":0.0000649339,"threshold_uncertainty_score":0.99992555},"labels":[],"label_agreement":null},{"id":"W289525994","doi":"10.21236/ada610713","title":"Environmental Assessment for the Construction and Operation of a Battalion Headquarters for the U.S. Army Priority Air Transport at Joint Base Andrews-Naval Air Facility Washington, Prince George's County, Maryland","year":2012,"lang":"en","type":"report","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"George (robot); Joint (building); Engineering; Archaeology; Operations research; Geography; History; Civil engineering; Art history","score_opus":0.026541734291975295,"score_gpt":0.2803635528776701,"score_spread":0.2538218185856948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W289525994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9405368,0.000549654,0.037348226,0.0019312677,0.0017464596,0.009208725,0.0060007647,0.00006017803,0.0026179098],"genre_scores_gemma":[0.9923197,0.0019729447,0.0020099324,0.00022588704,0.00019677315,0.00052860973,0.0008921707,0.000043722594,0.0018102813],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99652183,0.00012003011,0.0008523594,0.0006988143,0.0012552827,0.000551671],"domain_scores_gemma":[0.99837816,0.00031444905,0.00057625107,0.00051198585,0.000016233946,0.00020289468],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022374787,0.00053501147,0.00060697517,0.000032246346,0.0010019622,0.000038619666,0.00028549516,0.00034255462,0.00064451835],"category_scores_gemma":[0.00002211699,0.000336203,0.00034781743,0.000059990045,0.001098533,0.00051442697,0.00024742977,0.00034996436,0.000007873049],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043344818,0.0010053401,0.92338955,0.0006311325,0.0005915526,0.000002680605,0.0015467812,0.0009885815,0.019447878,0.000085298125,0.0057131527,0.04616459],"study_design_scores_gemma":[0.0013856521,0.00033324157,0.925459,0.00003999768,0.0006001014,0.000054239696,0.0012294098,0.0007863503,0.0025579454,0.00006733556,0.06693239,0.00055431144],"about_ca_topic_score_codex":0.0019321757,"about_ca_topic_score_gemma":0.00095278904,"teacher_disagreement_score":0.061219238,"about_ca_system_score_codex":0.0020453956,"about_ca_system_score_gemma":0.00012347223,"threshold_uncertainty_score":0.999909},"labels":[],"label_agreement":null},{"id":"W2897798488","doi":"10.18584/iipj.2018.9.3.4","title":"The Canadian Crown's Duty to Consult Indigenous Nations' Knowledge Systems in Federal Environmental Assessments","year":2018,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Legislation; Indigenous; Government (linguistics); Duty; Public administration; Political science; Traditional knowledge; Law; Environmental protection; Geography","score_opus":0.016842957224190547,"score_gpt":0.33891014953261994,"score_spread":0.3220671923084294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897798488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9419587,0.0000846554,0.0000442819,0.0007785729,0.0014786873,0.0005885262,0.000115325536,0.000016420094,0.05493482],"genre_scores_gemma":[0.991966,0.000118635886,0.00012962696,0.0008669828,0.0011082587,0.00005000295,0.000022488755,0.000034734032,0.00570329],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970259,0.00019654309,0.000600957,0.00031129504,0.00087367365,0.0009916533],"domain_scores_gemma":[0.99869704,0.0001297834,0.00022412302,0.00021272142,0.000028933562,0.0007073956],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000780895,0.00027208403,0.00019174171,0.0004277093,0.0035246552,0.0008049294,0.0010158643,0.00015027393,0.0007198727],"category_scores_gemma":[0.00011404475,0.00022677367,0.0000916417,0.00040209078,0.0004380412,0.0004723999,0.00026711635,0.0004973884,0.0021736154],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085944404,0.0006111824,0.9436317,0.0000026356884,0.00020583316,0.00013344783,0.030052863,0.0006075773,0.0016921288,0.0006537952,0.0034219068,0.018900972],"study_design_scores_gemma":[0.00077156967,0.00030833075,0.8785238,0.000030489191,0.000007847517,0.00041284272,0.0017721393,0.00012639455,0.00019384407,0.0007174494,0.11673408,0.00040117264],"about_ca_topic_score_codex":0.20597406,"about_ca_topic_score_gemma":0.487003,"teacher_disagreement_score":0.28102893,"about_ca_system_score_codex":0.0104059605,"about_ca_system_score_gemma":0.0006724578,"threshold_uncertainty_score":0.9986033},"labels":[],"label_agreement":null},{"id":"W2897865953","doi":"10.1016/j.mex.2018.10.015","title":"Criteria-based ranking (CBR): A comprehensive process for selecting and prioritizing monitoring indicators","year":2018,"lang":"en","type":"article","venue":"MethodsX","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Water Network; University of Waterloo","funders":"University of Waterloo; Canadian Water Network","keywords":"Ranking (information retrieval); Process (computing); Context (archaeology); Computer science; Adaptability; Ecological indicator; Standardization; Comparability; Performance indicator; Set (abstract data type); Environmental monitoring; Environmental resource management; Environmental science; Machine learning; Ecology; Ecosystem; Mathematics; Business; Environmental engineering; Geography","score_opus":0.05987795921386121,"score_gpt":0.42093772737078555,"score_spread":0.36105976815692437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897865953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9738411,0.00003561597,0.024566289,0.000051935443,0.00022861653,0.00034981832,0.000003846476,0.000047920472,0.00087487994],"genre_scores_gemma":[0.8375674,0.000003246856,0.16197217,0.00015276199,0.00020773345,0.000041536634,0.0000015243875,0.000021635225,0.00003199885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988329,0.00012693624,0.00017454357,0.00031194682,0.00021078475,0.00034288876],"domain_scores_gemma":[0.99946153,0.00021662128,0.00010026289,0.000100748526,0.000008390543,0.0001124407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044362355,0.00015174388,0.00018437214,0.0000446577,0.00051932794,0.00005893821,0.00011984749,0.00007053571,0.000086138294],"category_scores_gemma":[0.000092644885,0.00014914684,0.000041526084,0.00022134426,0.0002936974,0.00021882242,0.00009301214,0.00010396038,0.000008769371],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007004868,0.00008180116,0.4963752,0.00008953187,0.00003237825,0.0000029634305,0.007079385,0.000022638891,0.3815592,0.000008520831,0.000031435295,0.11464691],"study_design_scores_gemma":[0.0018995145,0.00054456614,0.6209584,0.00015762915,0.00009409264,0.000009948722,0.0030157245,0.0038304366,0.36151728,0.0026886114,0.004530754,0.0007530943],"about_ca_topic_score_codex":0.000069798974,"about_ca_topic_score_gemma":0.0000037063464,"teacher_disagreement_score":0.13740587,"about_ca_system_score_codex":0.00014028084,"about_ca_system_score_gemma":0.000009717484,"threshold_uncertainty_score":0.6082032},"labels":[],"label_agreement":null},{"id":"W2899516624","doi":"10.1177/146145290000200301","title":"Environmental Impact Assessment—Should the Regulations Apply to Reserved Matters Applications?","year":2000,"lang":"en","type":"article","venue":"Environmental Law Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Environmental impact assessment; Environmental planning; Environmental resource management; Environmental science; Risk analysis (engineering); Business; Political science; Law","score_opus":0.019610555188280615,"score_gpt":0.3216846148583175,"score_spread":0.30207405967003687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899516624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82672393,0.009467321,0.0010486527,0.028397996,0.0002716224,0.016827371,0.001189128,0.00039586885,0.11567812],"genre_scores_gemma":[0.9519327,0.0077291587,0.0014564056,0.031594794,0.00014052907,0.0015014979,0.00038280353,0.00011055252,0.0051515447],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960721,0.0004186422,0.00072440796,0.00084000855,0.0011499303,0.0007948904],"domain_scores_gemma":[0.9979425,0.000091104324,0.00018653761,0.0012405964,7.8226975e-7,0.000538487],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000717543,0.00058106263,0.0005108553,0.000024831157,0.0010076001,0.00010107961,0.00096870185,0.0001231257,0.09270116],"category_scores_gemma":[0.0000030578813,0.00043095942,0.00042317918,0.00030679326,0.0007608919,0.0005952424,0.00048653598,0.00042721076,0.015362447],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011531745,0.0048018955,0.24720804,0.00034445676,0.000647809,0.000055620018,0.0010412248,0.0059718085,0.041834813,0.0015620927,0.14811692,0.5483],"study_design_scores_gemma":[0.00031796965,0.00012840485,0.35615727,0.00010458991,0.00012385569,0.000028345,0.00005442337,0.000041085394,0.0001246336,0.0002598636,0.64212114,0.00053840905],"about_ca_topic_score_codex":0.0005037783,"about_ca_topic_score_gemma":0.00004884334,"teacher_disagreement_score":0.5477616,"about_ca_system_score_codex":0.0014777002,"about_ca_system_score_gemma":0.000010201689,"threshold_uncertainty_score":0.9998142},"labels":[],"label_agreement":null},{"id":"W2900122902","doi":"10.1115/ipc2018-78289","title":"Combining Expert Knowledge and Automation to Maximize Pipeline Route Optionality and Defensibility: A Case Study of the Aurora Pipeline","year":2018,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada); Golder Associates (Canada)","funders":"","keywords":"Pipeline (software); Computer science; Constraint (computer-aided design); Process (computing); Automation; Operations research; Engineering","score_opus":0.031202355406427556,"score_gpt":0.3243196333526672,"score_spread":0.29311727794623965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900122902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99635017,0.000013471572,0.00048735575,0.00021761021,0.00007382419,0.00049023307,0.0000058713767,0.000020461783,0.002340986],"genre_scores_gemma":[0.99767035,0.000003366407,0.0013364686,0.00030310897,0.000030352638,0.000011998255,0.0000012819821,0.0000072580146,0.0006358348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904156,0.00013464423,0.00024300847,0.00026203287,0.00017981365,0.00013893169],"domain_scores_gemma":[0.9995396,0.000050613973,0.00006575522,0.00022041259,0.000010304935,0.00011326989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037660138,0.00011604713,0.00014806219,0.000014143726,0.0002472387,0.000022939033,0.00008498961,0.000036790356,0.00027543295],"category_scores_gemma":[0.000043030544,0.00007995097,0.000021928707,0.00014107466,0.00026607505,0.0001618424,0.0005325874,0.00005725432,0.000020324744],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045298864,0.0014690673,0.93701184,0.000008802926,0.0000194378,0.000014683616,0.031350233,0.000032726697,0.006309093,0.000052493764,0.00093449524,0.022751851],"study_design_scores_gemma":[0.0013557661,0.00042708416,0.97392774,0.0000142217905,0.00003317928,0.00009273218,0.014800275,0.0074408706,0.0009951234,0.0003714715,0.0003382828,0.00020323797],"about_ca_topic_score_codex":0.004140832,"about_ca_topic_score_gemma":0.0039882953,"teacher_disagreement_score":0.036915936,"about_ca_system_score_codex":0.00010176462,"about_ca_system_score_gemma":0.0000059589256,"threshold_uncertainty_score":0.6259727},"labels":[],"label_agreement":null},{"id":"W2900371111","doi":"10.1115/ipc2018-78319","title":"Evolving Standards of Indigenous Peoples Engagement and Managing Project Risk","year":2018,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Bank for Reconstruction and Development","keywords":"Indigenous; Commission; Government (linguistics); Corporation; Public administration; Denial; Political science; Business; Agency (philosophy); Public relations; Economic growth; Law; Sociology; Economics","score_opus":0.013309907870086906,"score_gpt":0.2900624318085269,"score_spread":0.27675252393844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900371111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9458999,0.000034546814,0.0008887131,0.000015050257,0.000042115415,0.00021453503,0.00001904459,0.000019796546,0.0528663],"genre_scores_gemma":[0.99652624,0.00022114051,0.0026454106,0.000050854433,0.000026139594,0.0000054058983,0.0000013427548,0.000008704294,0.00051478145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999052,0.00007083979,0.00013679701,0.00017260024,0.00036375006,0.00020399917],"domain_scores_gemma":[0.999716,0.000033762,0.00007924159,0.0001164893,0.0000045324114,0.00004998672],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005011118,0.000093412666,0.00010807903,0.000024315814,0.00027645333,0.000024669569,0.00009515148,0.00002751006,0.0019208823],"category_scores_gemma":[0.000033501325,0.000076875294,0.000024552579,0.000096828655,0.00027936086,0.00019656401,0.000289311,0.00006710807,0.00002739332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010292067,0.00007628494,0.95756847,0.000013837172,0.000026372547,0.0000015224098,0.017578205,0.000007079943,0.0033810902,0.000024813833,0.0006708899,0.020641165],"study_design_scores_gemma":[0.00031787003,0.0003628219,0.9844198,0.000017489912,0.000031609226,0.0000017282129,0.008126804,0.00024305601,0.0044035995,0.000524528,0.0013702357,0.0001804212],"about_ca_topic_score_codex":0.0031363387,"about_ca_topic_score_gemma":0.0009870356,"teacher_disagreement_score":0.052351516,"about_ca_system_score_codex":0.0001887033,"about_ca_system_score_gemma":0.000015720017,"threshold_uncertainty_score":0.9989915},"labels":[],"label_agreement":null},{"id":"W2901343197","doi":"10.1057/s41289-018-0075-y","title":"Enhancing cultural aspirations in urban design: the gradual transformation by Indigenous innovation","year":2018,"lang":"en","type":"article","venue":"URBAN DESIGN International","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Aotearoa; Indigenous; Urban design; Transformation (genetics); Urban planning; Urbanism; Geography; Landscape architecture; Environmental planning; Sociology; Architecture; Civil engineering; Engineering; Gender studies; Archaeology; Ecology","score_opus":0.039165175140845346,"score_gpt":0.28527413568948984,"score_spread":0.2461089605486445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901343197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7478903,0.000018607217,0.24184373,0.0007875335,0.00048335217,0.00077302626,0.000020508172,0.00004918125,0.008133789],"genre_scores_gemma":[0.9960802,0.0000071844197,0.0015315564,0.00066734175,0.00018495314,0.00007017769,0.0000897256,0.000012385788,0.0013564626],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99857473,0.00013937824,0.00036475295,0.00019669856,0.00048222338,0.0002422389],"domain_scores_gemma":[0.99964446,0.0000649548,0.00012659027,0.00010388097,0.0000212767,0.000038820217],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000497445,0.00014358015,0.00008774764,0.000069120106,0.0003135161,0.00010897595,0.00031944716,0.00007286369,0.0009295198],"category_scores_gemma":[0.000044635843,0.00011271268,0.000031610103,0.0003940887,0.00021658449,0.000899603,0.00004652785,0.00015568755,0.00033909676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021022034,0.0009348312,0.14194481,0.0000066270604,0.00014318134,0.000007858783,0.11353633,0.0016619512,0.48561445,0.0030979945,0.23794825,0.014893502],"study_design_scores_gemma":[0.0047863675,0.001944761,0.4274504,0.00012179649,0.000090786045,0.000052085787,0.007078154,0.023970379,0.44326812,0.008437073,0.08072827,0.0020718088],"about_ca_topic_score_codex":0.00023432744,"about_ca_topic_score_gemma":0.00011040969,"teacher_disagreement_score":0.28550556,"about_ca_system_score_codex":0.0005858467,"about_ca_system_score_gemma":0.000020950645,"threshold_uncertainty_score":0.9999838},"labels":[],"label_agreement":null},{"id":"W2901858616","doi":"","title":"Chapter IV. Power and Policy: Lessons from Aid Effectiveness","year":2017,"lang":"en","type":"book-chapter","venue":"OpenEdition (OpenEdition)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Computer science; Political science; Physics; Thermodynamics","score_opus":0.018922015425519946,"score_gpt":0.2822139032629468,"score_spread":0.26329188783742685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901858616","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007383659,0.0001797857,0.00015355348,0.008596286,0.0010815609,0.001054483,0.002133778,0.00008741968,0.97932947],"genre_scores_gemma":[0.7726333,0.0011779825,0.0003609487,0.010507375,0.0010123064,0.00019805426,0.0020977445,0.00019764896,0.21181461],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99707556,0.0000851306,0.00043727417,0.0010376463,0.0008697537,0.0004946663],"domain_scores_gemma":[0.9980438,0.0001485544,0.0005363296,0.00080020603,0.00001852614,0.00045263726],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003261815,0.0007190541,0.0006967862,0.00010745278,0.0010290873,0.00036498177,0.00061491586,0.00057573826,0.031986732],"category_scores_gemma":[0.00004126317,0.00072434294,0.0002397521,0.000025372115,0.0009569814,0.0062661846,0.00091503485,0.00052784284,0.005830948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005186753,0.00061834074,0.0047910903,0.0001142215,0.00090451114,0.00046434934,0.0006378654,0.00005879605,0.0053529507,0.9178628,0.011293703,0.057382736],"study_design_scores_gemma":[0.002130778,0.00040279675,0.37406552,0.0006357188,0.0002562505,0.000035166053,0.00004861412,0.000010274003,0.00081465644,0.1267209,0.49311563,0.0017636982],"about_ca_topic_score_codex":0.0009070493,"about_ca_topic_score_gemma":0.0011054622,"teacher_disagreement_score":0.79114187,"about_ca_system_score_codex":0.0006651842,"about_ca_system_score_gemma":0.000044846496,"threshold_uncertainty_score":0.9995208},"labels":[],"label_agreement":null},{"id":"W2902323819","doi":"10.1080/14634988.2018.1539603","title":"Achievements and lessons learned from the 32-year old Canada-U.S. effort to restore Impaired Beneficial Uses in Great Lakes Areas of Concern","year":2018,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministry of the Environment, Conservation and Parks; Environment and Climate Change Canada; Fisheries and Oceans Canada; McMaster University; Balsillie School of International Affairs","funders":"","keywords":"Remedial action; Remedial education; Environmental planning; CLARITY; Environmental remediation; Restoration ecology; Environmental resource management; Corporate governance; Business; Environmental protection; Environmental science; Political science; Ecology","score_opus":0.041748876367624116,"score_gpt":0.3023222165910337,"score_spread":0.2605733402234096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902323819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99170995,0.00005110495,0.000028559143,0.005435701,0.00020756577,0.0011432082,0.00009203127,0.000013540388,0.0013183226],"genre_scores_gemma":[0.99740183,0.00010815899,0.00019132314,0.0017485904,0.000063745676,0.00005979813,0.000020072854,0.00002007828,0.00038637017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977876,0.00017596636,0.00053684163,0.000409214,0.0006192733,0.0004711166],"domain_scores_gemma":[0.99907017,0.00008293909,0.00023314121,0.00038675178,0.0000039446063,0.00022303902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061368017,0.00020605969,0.00034988744,0.000034280078,0.00027344815,0.000030427047,0.00033076774,0.000044095705,0.0002524681],"category_scores_gemma":[0.000017844666,0.00016375947,0.000034034663,0.0002171083,0.00009410596,0.00010257451,0.00038067086,0.000088637105,0.00006994446],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051631072,0.00009807386,0.9767114,0.00008063545,0.000064996726,0.000007901719,0.002124988,0.000079485115,0.000034409855,0.0002886574,0.0035973322,0.016860478],"study_design_scores_gemma":[0.0006346562,0.00021198053,0.99049574,0.00020490919,0.000026341597,3.7233977e-7,0.0027204214,0.00030159182,0.00003385082,0.00029939305,0.0049051773,0.000165551],"about_ca_topic_score_codex":0.62221,"about_ca_topic_score_gemma":0.935607,"teacher_disagreement_score":0.31339696,"about_ca_system_score_codex":0.0010986314,"about_ca_system_score_gemma":0.000056976343,"threshold_uncertainty_score":0.6677918},"labels":[],"label_agreement":null},{"id":"W2904267948","doi":"10.7287/peerj.preprints.27348v1","title":"Evaluation of criteria for meaningful Aboriginal consultation in Canada during environmental assessment","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Legislation; Government (linguistics); Scope (computer science); Political science; Duty; Flexibility (engineering); Environmental impact assessment; Public relations; Environmental planning; Business; Public administration; Psychology; Law; Geography; Economics","score_opus":0.026448402153369143,"score_gpt":0.35855971986395685,"score_spread":0.3321113177105877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904267948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98987806,0.0000144716305,0.0001471276,0.000050354283,0.0004517943,0.001308571,0.00024270968,0.000008696215,0.007898197],"genre_scores_gemma":[0.9961108,0.000032092797,0.003233438,0.000044268367,0.000060066977,0.0002056427,0.00019208134,0.000026684073,0.000094943534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969221,0.00021950869,0.0005430637,0.00049349084,0.0014960086,0.0003258677],"domain_scores_gemma":[0.99921113,0.000055823188,0.0003577829,0.0002603575,0.000015352349,0.00009956443],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010963961,0.00027425645,0.00033216644,0.000043897453,0.00009632246,0.000025239899,0.00025975547,0.00013278004,0.006402162],"category_scores_gemma":[0.000030710773,0.00028658903,0.00007282704,0.00006263417,0.00015143675,0.00016973855,0.00031788857,0.00019705624,0.000013019885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013043446,0.00071897317,0.88646775,0.00020128838,0.00021332761,0.000006697046,0.0030592305,0.015861759,0.08394092,0.000051654788,0.001363939,0.007984006],"study_design_scores_gemma":[0.0016183171,0.000062924766,0.96373093,0.000060798684,0.00015748055,0.00000124217,0.0012847813,0.02732734,0.0038945612,0.0013465426,0.00014901301,0.00036609388],"about_ca_topic_score_codex":0.5935694,"about_ca_topic_score_gemma":0.63819575,"teacher_disagreement_score":0.08004636,"about_ca_system_score_codex":0.010343624,"about_ca_system_score_gemma":0.00062488357,"threshold_uncertainty_score":0.99995863},"labels":[],"label_agreement":null},{"id":"W2905436650","doi":"10.11606/t.6.2018.tde-15082018-153050","title":"Participação da sociedade civil e da administração pública no processo de avaliação de impacto ambiental do município de São Paulo - Brasil","year":2018,"lang":"pt","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Civil society; Government (linguistics); Politics; Political science; Citizen journalism; Control (management); Participant observation; Sustainable development; Public administration; Public participation; Environmental planning; Geography; Welfare economics; Sociology; Management; Social science","score_opus":0.03180820177056127,"score_gpt":0.3451525159795038,"score_spread":0.31334431420894254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905436650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741751,0.00017473503,0.00035050637,0.00026021598,0.00073893194,0.0012683994,0.0004942805,0.00020852825,0.022329308],"genre_scores_gemma":[0.95651466,0.00054266356,0.0016836895,0.001685523,0.0004081811,0.0002724809,0.0011126238,0.00026616707,0.037514023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.990721,0.0006120206,0.0013809303,0.0017544555,0.0019330141,0.0035985995],"domain_scores_gemma":[0.9952838,0.00019503721,0.000986616,0.0011299294,0.000050685543,0.0023539534],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001541121,0.0016162132,0.0011812131,0.0001476624,0.001547004,0.0010300768,0.0020115753,0.0015851655,0.033828184],"category_scores_gemma":[0.00028931678,0.0016239131,0.0007734445,0.0006806478,0.0010095167,0.0012337228,0.00066539797,0.0014741027,0.0050976123],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011721151,0.0076095555,0.583583,0.001097756,0.0012285882,0.00030632637,0.16577847,0.00013126884,0.1948335,0.00011430862,0.029921753,0.014223328],"study_design_scores_gemma":[0.0037143636,0.0033132553,0.7721985,0.0009693001,0.0015572677,0.00017871973,0.15043512,0.005035927,0.05014718,0.0016157134,0.0054950677,0.0053396146],"about_ca_topic_score_codex":0.004450231,"about_ca_topic_score_gemma":0.00909355,"teacher_disagreement_score":0.18861546,"about_ca_system_score_codex":0.004917383,"about_ca_system_score_gemma":0.0009757245,"threshold_uncertainty_score":0.9997528},"labels":[],"label_agreement":null},{"id":"W2906395121","doi":"10.1016/j.evalprogplan.2018.12.007","title":"Contribution to healthy places: Risks of equity free health impact assessment","year":2018,"lang":"en","type":"article","venue":"Evaluation and Program Planning","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Charles-Le Moyne; University of Victoria; Université de Sherbrooke","funders":"","keywords":"Gentrification; Relocation; Health impact assessment; Equity (law); Health equity; Focus group; Context (archaeology); Social equality; Public economics; Political science; Business; Environmental planning; Economic growth; Geography; Economics; Public health; Health care; Medicine; Marketing; Nursing","score_opus":0.1581237532963331,"score_gpt":0.5549466708065439,"score_spread":0.3968229175102108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906395121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992615,0.000099469726,0.0015456349,0.00073752785,0.0001085475,0.0012028102,0.000026182774,0.000037823716,0.003627022],"genre_scores_gemma":[0.9945614,0.000014836531,0.004662436,0.00055317825,0.000058573212,0.00006675188,0.00006124977,0.0000072724865,0.000014304311],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982726,0.00023600212,0.0002746912,0.00022592636,0.0006702623,0.00032049918],"domain_scores_gemma":[0.9993178,0.000041206273,0.00019509868,0.0001609678,0.000024710487,0.0002602102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002243463,0.00011900877,0.00018348187,0.00003418423,0.0002916595,0.000044253804,0.000119099954,0.000053038777,0.00082724175],"category_scores_gemma":[0.00009939366,0.0001029145,0.00003619922,0.00019002253,0.00013786023,0.00018692086,0.00022255433,0.00009579565,0.000030723506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011750043,0.0002930564,0.64267457,0.000013788499,0.000030147363,4.002348e-7,0.0029261634,0.0006559144,0.00086919096,0.00007864722,0.0024103194,0.3499303],"study_design_scores_gemma":[0.00089086825,0.0027473546,0.9871554,0.000043489552,0.000016583497,0.0000015686647,0.00030826006,0.0064334734,0.0001414272,0.0008171676,0.0013259773,0.000118465214],"about_ca_topic_score_codex":0.00083373993,"about_ca_topic_score_gemma":0.00009432124,"teacher_disagreement_score":0.34981182,"about_ca_system_score_codex":0.0006302954,"about_ca_system_score_gemma":0.00006849651,"threshold_uncertainty_score":0.9057717},"labels":[],"label_agreement":null},{"id":"W2907922368","doi":"10.1017/s026646231800315x","title":"PD50 Helping Innovators Navigate Policy And Regulatory Processes","year":2018,"lang":"en","type":"article","venue":"International Journal of Technology Assessment in Health Care","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Process (computing); Agency (philosophy); Health technology; Knowledge management; Work (physics); Marketing; Computer science; Health care; Engineering; Political science","score_opus":0.008881042497985912,"score_gpt":0.36293906946026555,"score_spread":0.3540580269622796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907922368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860376,0.000330183,0.00012022181,0.011554511,0.00043786436,0.00012442101,0.000007606013,0.000022185319,0.0013654216],"genre_scores_gemma":[0.9951523,0.00035652876,0.0030651018,0.0011589349,0.00021124259,0.00000507445,0.000003750413,0.0000126750165,0.000034380944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842805,0.00004713861,0.0005750062,0.00017857754,0.0005081447,0.00026307243],"domain_scores_gemma":[0.9991532,0.000030657466,0.000524266,0.00010645486,0.00009234654,0.0000930985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036977069,0.0001294295,0.00021228261,0.00038696828,0.0001230717,0.000030500854,0.00043802333,0.0001219881,0.00011786417],"category_scores_gemma":[0.000114752474,0.00012041994,0.000029550218,0.0005064574,0.00045388896,0.000367408,0.00032004234,0.00037946226,0.000009775854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003693244,0.00014310984,0.9237915,0.000050768467,0.00005254622,0.00005366348,0.001611092,0.00003534975,0.00127915,0.002517063,0.00029367759,0.07013512],"study_design_scores_gemma":[0.0019466088,0.001349764,0.9398964,0.00074812584,0.00001093384,0.00039606515,0.012704477,0.00003857684,0.003486147,0.010036218,0.028995171,0.0003914813],"about_ca_topic_score_codex":0.00021486415,"about_ca_topic_score_gemma":0.00012519566,"teacher_disagreement_score":0.06974363,"about_ca_system_score_codex":0.0018331348,"about_ca_system_score_gemma":0.00029802436,"threshold_uncertainty_score":0.4910583},"labels":[],"label_agreement":null},{"id":"W2908642444","doi":"10.1142/s146433321850014x","title":"Effectiveness of the EIA for the Site C Hydroelectric Dam Reconsidered: Nature of Indigenous Cultures, Rights, and Engagement","year":2018,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydroelectricity; Indigenous; Legitimacy; Context (archaeology); Environmental impact assessment; Environmental planning; Institutionalisation; Political science; Indigenous rights; Environmental resource management; Public administration; Engineering; Geography; Human rights; Law; Environmental science; Politics; Ecology; Archaeology","score_opus":0.006626089304348405,"score_gpt":0.28987454922118266,"score_spread":0.2832484599168343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908642444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99569076,0.00044310064,0.00032476967,0.00028588,0.000205831,0.0011652295,0.000049264054,0.0000032973821,0.0018318676],"genre_scores_gemma":[0.99692893,0.0013311913,0.000999713,0.00024025048,0.0001033581,0.000026596086,0.000003251578,0.000015547508,0.00035114103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981008,0.00027304667,0.0005102827,0.0002370742,0.00057545083,0.00030331133],"domain_scores_gemma":[0.99870515,0.00027119234,0.0006498049,0.00026866302,0.000006382821,0.00009883198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011173101,0.00023898562,0.0003318138,0.000079832476,0.0004791215,0.000032387834,0.00033521932,0.00010260199,0.0000971824],"category_scores_gemma":[0.000016467176,0.00013645351,0.00016367494,0.00017982123,0.00077738095,0.0002434827,0.00056461483,0.00029937027,0.0000018642048],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015045479,0.0055749575,0.55245227,0.0015886894,0.0049827714,0.000039364382,0.012227973,0.00094164594,0.3034423,0.015418768,0.0049696574,0.09685709],"study_design_scores_gemma":[0.0014536618,0.0009478376,0.9702658,0.000106197105,0.00035631176,0.000029582487,0.0005522479,0.000060867224,0.009911167,0.0048223147,0.011303117,0.00019088355],"about_ca_topic_score_codex":0.00020316112,"about_ca_topic_score_gemma":0.000041392075,"teacher_disagreement_score":0.41781357,"about_ca_system_score_codex":0.00040058864,"about_ca_system_score_gemma":0.000016231183,"threshold_uncertainty_score":0.5564413},"labels":[],"label_agreement":null},{"id":"W2909246210","doi":"10.1002/pan3.10081","title":"Scientific shortcomings in environmental impact statements internationally","year":2020,"lang":"en","type":"article","venue":"People and Nature","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology; Fisheries and Oceans Canada; World Wildlife Fund Canada; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Pacific Institute for Climate Solutions; National Science Foundation","keywords":"Credibility; Judgement; Scope (computer science); Transparency (behavior); Process (computing); Environmental impact assessment; Sample (material); Impact assessment; Environmental resource management; Scale (ratio); Sustainable development; Environmental planning; Precautionary principle; Business; Risk analysis (engineering); Computer science; Political science; Environmental science; Geography","score_opus":0.008076922080402369,"score_gpt":0.2977581122923269,"score_spread":0.2896811902119245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909246210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976967,0.00010267543,0.000014784301,0.00073668075,0.000080834034,0.00015445345,0.000050334,0.000012758363,0.0011507795],"genre_scores_gemma":[0.99845445,0.00006206537,0.000118088385,0.0009437408,0.000028781142,0.0000064572473,0.000065474065,0.000010642091,0.0003102931],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892414,0.00002694931,0.00015243085,0.00031931492,0.0003471261,0.00023002554],"domain_scores_gemma":[0.99967974,0.000016938422,0.000044548644,0.00007777577,8.4098957e-7,0.00018013708],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011213136,0.00013576991,0.00012784745,0.000026714004,0.00011161892,0.000078364974,0.00015873223,0.000094897754,0.0022345437],"category_scores_gemma":[0.00001421524,0.00011811408,0.000045995916,0.00016186894,0.000114318354,0.00053064426,0.0002614236,0.000284697,0.00016235166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022317194,0.00008318054,0.98014826,0.0000026730181,0.000011851932,0.0000082650395,0.002094524,0.000040234074,0.013866058,0.000012009941,0.0012435693,0.0024670903],"study_design_scores_gemma":[0.00039256236,0.00006245406,0.99541664,0.000003668011,0.0000061089736,0.0000022905133,0.00024138017,0.0005154713,0.0005036554,0.00020257359,0.0025105458,0.00014264247],"about_ca_topic_score_codex":0.0001326022,"about_ca_topic_score_gemma":0.00022186815,"teacher_disagreement_score":0.015268421,"about_ca_system_score_codex":0.00019314724,"about_ca_system_score_gemma":0.0000061446835,"threshold_uncertainty_score":0.99867755},"labels":[],"label_agreement":null},{"id":"W2909737545","doi":"10.2139/ssrn.3134139","title":"The Proposed New Canadian Impact Assessment Act (CIAA) Under Bill C-69: Assessment &amp; Reform Proposals","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Impact assessment; Political science; Public economics; Public administration; Economics","score_opus":0.011905171851467413,"score_gpt":0.31671973618797816,"score_spread":0.3048145643365108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909737545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91001874,0.00019798389,0.0029715323,0.013433836,0.0008585994,0.0011406693,0.000012862274,0.00007417737,0.07129157],"genre_scores_gemma":[0.979957,0.0009238456,0.0007329085,0.00055228535,0.0006177342,0.000010975645,0.000015321404,0.00006306542,0.017126864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99329877,0.00026382564,0.00052335765,0.00043871553,0.0011235155,0.0043518324],"domain_scores_gemma":[0.9981157,0.00004575258,0.00032475014,0.00050724077,0.000027448144,0.0009790695],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002651584,0.00043750575,0.0003071511,0.000086083215,0.002292236,0.00040741442,0.0009153018,0.00017761064,0.0023767368],"category_scores_gemma":[0.00002589187,0.00023943119,0.00026804127,0.00039431136,0.0005064255,0.0007178787,0.00021597664,0.002045228,0.000799431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0003163232,0.0012440376,0.6215636,0.000010040333,0.0024981326,0.00004037606,0.0022113835,0.00045636023,0.024176208,0.041779198,0.026034363,0.27966994],"study_design_scores_gemma":[0.002013032,0.0028185695,0.6767863,0.000037313162,0.00015700441,0.00041320184,0.0043203323,0.00023351403,0.00033167365,0.25411937,0.05762367,0.001146007],"about_ca_topic_score_codex":0.18549977,"about_ca_topic_score_gemma":0.62604666,"teacher_disagreement_score":0.4405469,"about_ca_system_score_codex":0.03740808,"about_ca_system_score_gemma":0.007696601,"threshold_uncertainty_score":0.99997854},"labels":[],"label_agreement":null},{"id":"W2911545882","doi":"10.1139/er-2018-0118","title":"Quantifying the impacts of oil sands development on wildlife: perspectives from impact assessments","year":2019,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"BP (Canada); Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Wildlife; Habitat; Environmental impact assessment; Environmental resource management; Rigour; Wildlife conservation; Impact assessment; Environmental science; Cumulative effects; Expert opinion; Environmental planning; Geography; Ecology; Environmental protection; Biology","score_opus":0.03470588751860315,"score_gpt":0.3420460937057323,"score_spread":0.30734020618712915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911545882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879302,0.0018185206,0.0000134102875,0.00009256198,0.00017985722,0.0005157857,0.00003324408,0.000018028042,0.009398431],"genre_scores_gemma":[0.99311644,0.0041125775,0.0007953788,0.0005144145,0.000056505043,0.000048061724,0.000066318,0.00004492822,0.0012453593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969934,0.00029884264,0.00067664444,0.0006036834,0.0009046632,0.0005227722],"domain_scores_gemma":[0.99845403,0.00014218525,0.00048524328,0.0006960314,5.1593474e-7,0.00022198973],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006209445,0.00047319836,0.0006047102,0.00003697392,0.0002451203,0.000046482633,0.0005744338,0.00011009503,0.008689155],"category_scores_gemma":[0.000026924128,0.00029801598,0.00034429782,0.0001707836,0.0003042531,0.00039944617,0.0003891509,0.00033286613,0.005549989],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007136558,0.000743916,0.86477536,0.000013603745,0.00012533048,0.0000032549597,0.0034601456,0.000059862636,0.06175438,0.000006350847,0.0012119449,0.067774504],"study_design_scores_gemma":[0.0006629231,0.00031225302,0.9294457,0.00014079377,0.000045912406,0.0000023937587,0.0015833264,0.00003906397,0.0034920762,0.000024583676,0.06383348,0.00041749375],"about_ca_topic_score_codex":0.00030679247,"about_ca_topic_score_gemma":0.000036488986,"teacher_disagreement_score":0.06735701,"about_ca_system_score_codex":0.001291382,"about_ca_system_score_gemma":0.000020975533,"threshold_uncertainty_score":0.9999472},"labels":[],"label_agreement":null},{"id":"W29116834","doi":"10.2105/ajph.2017.304147","title":"Consideration of Uncertainties in Environmental Protection Plans and Follow-up Programs in Canadian EIA","year":2014,"lang":"en","type":"dissertation","venue":"American journal of public health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"ConocoPhillips","keywords":"Terminology; Environmental impact assessment; Consistency (knowledge bases); Environmental planning; Environmental impact statement; Legislation; Environmental resource management; Risk analysis (engineering); Management science; Business; Computer science; Engineering; Environmental science; Political science","score_opus":0.029301694000466616,"score_gpt":0.2891186031764434,"score_spread":0.2598169091759768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W29116834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980706,0.000059967464,0.00002501177,0.0008021831,0.00018637466,0.00039431182,0.000014728735,0.0000023646894,0.00044445132],"genre_scores_gemma":[0.9990673,0.0002960734,0.00015315089,0.00017651531,0.000029402852,0.00001522483,0.000089741465,0.000018423283,0.00015417491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782014,0.00038999604,0.00073066,0.00018682175,0.00041531702,0.00045703998],"domain_scores_gemma":[0.99842715,0.000028380146,0.0010030641,0.00008887427,0.000005639171,0.00044691868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013124663,0.00018217156,0.00051532575,0.00029447413,0.00008249054,0.000036595466,0.00012438669,0.00009727887,0.00010685482],"category_scores_gemma":[0.000056748373,0.00017534627,0.000058208952,0.00023875231,0.0002731476,0.00029307787,0.00001684316,0.00040288927,0.0000036623221],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037702786,0.00014035973,0.74192756,0.00003663092,0.000020312395,0.000006257439,0.008783453,0.00004219337,0.0001924774,0.000013865231,0.000043968997,0.24875525],"study_design_scores_gemma":[0.00062970433,0.0012384069,0.975743,0.00012769879,0.0000072385747,0.000016559019,0.020309012,0.00007849795,0.000019431602,0.00012944898,0.0015245765,0.00017644979],"about_ca_topic_score_codex":0.43685976,"about_ca_topic_score_gemma":0.7432122,"teacher_disagreement_score":0.3063525,"about_ca_system_score_codex":0.0019581597,"about_ca_system_score_gemma":0.0004676479,"threshold_uncertainty_score":0.71504134},"labels":[],"label_agreement":null},{"id":"W2912136182","doi":"10.4000/books.pum.21490","title":"Chapitre 1. Les tendances en environnement : un défi pour la gestion publique canadienne","year":2001,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.00706742470620926,"score_gpt":0.17432589513430508,"score_spread":0.16725847042809583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912136182","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2315018,0.0022281825,0.00056292495,0.003950834,0.00014771346,0.00059688604,0.0003277377,0.000091119975,0.7605928],"genre_scores_gemma":[0.55853724,0.010597753,0.0013289709,0.0003273934,0.00020667467,0.00002681281,0.00009337974,0.00011445202,0.4287673],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966531,0.00037649978,0.00040579835,0.0008294129,0.00052282057,0.0012124095],"domain_scores_gemma":[0.9979707,0.00030093343,0.00039793423,0.0004521415,0.000014612428,0.0008636935],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044431406,0.0007931103,0.0005375043,0.00012099989,0.0010433196,0.00009969565,0.00079098187,0.00090895296,0.041011363],"category_scores_gemma":[0.000032247746,0.00088521594,0.00031087332,0.00003564074,0.0008363036,0.00030967584,0.0011407221,0.00083848415,0.000526842],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005723065,0.0005650095,0.10603015,0.00025130666,0.0010677752,0.0041985684,0.01830569,0.0028902057,0.021399993,0.13189872,0.0038011689,0.7090191],"study_design_scores_gemma":[0.0023049966,0.00027680094,0.33324566,0.00036856247,0.0006056306,0.0003440757,0.0014233382,0.00056082325,0.0018610909,0.014198566,0.6435173,0.0012931627],"about_ca_topic_score_codex":0.1491709,"about_ca_topic_score_gemma":0.12258707,"teacher_disagreement_score":0.70772594,"about_ca_system_score_codex":0.0062116706,"about_ca_system_score_gemma":0.000074895,"threshold_uncertainty_score":0.99935985},"labels":[],"label_agreement":null},{"id":"W2913046222","doi":"10.1080/14634988.2018.1527136","title":"Use of collaborative funding to implement the Remedial Action Plan for the St. Louis River Area of Concern, Minnesota, USA","year":2018,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Balsillie School of International Affairs","funders":"","keywords":"Remedial action; Action plan; Remedial education; Commission; Dredging; Environmental planning; Management; Political science; Environmental science; Law; Ecology","score_opus":0.11131300454384904,"score_gpt":0.35743110983483045,"score_spread":0.2461181052909814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913046222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980335,0.000027937225,0.0077559175,0.00422758,0.000808202,0.0058471127,0.00025616356,0.000012813822,0.00072929106],"genre_scores_gemma":[0.99699086,0.000118854165,0.0013119002,0.0007822231,0.0000974019,0.00027382444,0.000017239232,0.000014986097,0.00039269542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793077,0.00020023137,0.00062023586,0.00027026795,0.0005718589,0.00040663598],"domain_scores_gemma":[0.9985607,0.0003740173,0.00053772726,0.0003845821,0.000017020158,0.00012589704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011350365,0.00016893713,0.00028436602,0.000044581855,0.0004388649,0.000033196382,0.000316771,0.00003303611,0.00046179083],"category_scores_gemma":[0.00003361851,0.00010731746,0.00006734009,0.00036148098,0.00015440352,0.00018099885,0.0002554195,0.00005325109,0.00008018486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001224728,0.0013973023,0.45484412,0.0017389392,0.0020117692,0.000007038477,0.0847634,0.003024821,0.0037834672,0.010705166,0.2340625,0.20243677],"study_design_scores_gemma":[0.0023907581,0.0033190819,0.55507374,0.000459491,0.00035767813,0.000002235304,0.038661163,0.008873262,0.0022200863,0.00061090436,0.38743484,0.0005967331],"about_ca_topic_score_codex":0.002564755,"about_ca_topic_score_gemma":0.020295769,"teacher_disagreement_score":0.20184004,"about_ca_system_score_codex":0.00074784824,"about_ca_system_score_gemma":0.00002786828,"threshold_uncertainty_score":0.9975813},"labels":[],"label_agreement":null},{"id":"W2913057759","doi":"10.1089/env.2018.0036","title":"Environmental Impact Assessment of Uranium Mining on Indigenous Land in Labrador (Canada): Biases and Manipulations","year":2019,"lang":"en","type":"article","venue":"Environmental Justice","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland; Australian Government","keywords":"Indigenous; Framing (construction); Environmental justice; Political science; Racism; Environmental impact assessment; Prejudice (legal term); Institutionalisation; Geography; Environmental planning; Law; Archaeology; Ecology","score_opus":0.011190305536148562,"score_gpt":0.26710052947785595,"score_spread":0.25591022394170737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913057759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99604464,0.000064645494,0.000011396089,0.000036678804,0.00015741674,0.0005734555,0.00020486684,0.000011935731,0.002894943],"genre_scores_gemma":[0.9986025,0.00012169243,0.000474077,0.00024505146,0.000031088355,0.000018079421,0.000107074964,0.000040905506,0.00035950154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768203,0.000117704454,0.00043406364,0.0005066348,0.0007616751,0.00049787946],"domain_scores_gemma":[0.9990302,0.00023219008,0.00020537761,0.00031801633,4.2053304e-7,0.00021381064],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018690024,0.00034976433,0.00036706962,0.0000705284,0.00015749728,0.000023430386,0.00021968695,0.00010958163,0.0042556417],"category_scores_gemma":[0.000010445771,0.000333553,0.000077634555,0.000117557145,0.0002233956,0.00031257674,0.0002858782,0.00024705654,0.00011573945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037959566,0.0005073209,0.97093517,0.000018243372,0.000026542208,0.000025823223,0.00081230444,0.0076618157,0.01732877,0.000006437465,0.00005484264,0.00258476],"study_design_scores_gemma":[0.0010266488,0.00039393926,0.9936839,0.000037325834,0.000066835244,0.000014248769,0.0020421462,0.001620303,0.00061159546,0.000011866529,0.00014380866,0.00034742182],"about_ca_topic_score_codex":0.031246344,"about_ca_topic_score_gemma":0.012245493,"teacher_disagreement_score":0.02274868,"about_ca_system_score_codex":0.001539123,"about_ca_system_score_gemma":0.000033712226,"threshold_uncertainty_score":0.99991167},"labels":[],"label_agreement":null},{"id":"W2913345755","doi":"10.1289/isee.2014.p2-480","title":"Environmental Health Tracking in Ontario, Canada: Progress toward Evidence-Based Environmental Health Policies","year":2014,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Public health; Comparability; Standardization; Government (linguistics); Environmental planning; Environmental health; Work (physics); Environmental resource management; Business; Geography; Environmental protection; Medicine; Political science; Engineering; Nursing; Environmental science","score_opus":0.05257406222801262,"score_gpt":0.29620329165683085,"score_spread":0.24362922942881823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913345755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920701,0.0002399599,0.00006607246,0.0054587685,0.00022693908,0.00073248835,0.000049860242,0.000041485033,0.001114368],"genre_scores_gemma":[0.99423385,0.00013324883,0.0004875765,0.0045958254,0.00004465,0.000058211128,0.00008297918,0.00004176484,0.00032187393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955852,0.0002960657,0.0008857907,0.00077128765,0.0011749429,0.0012867341],"domain_scores_gemma":[0.99816734,0.000131723,0.000530185,0.00044310762,0.00000188963,0.0007257671],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080734794,0.0005063832,0.0005979258,0.00007124617,0.00036614767,0.00012368776,0.0005752099,0.00013632831,0.0033770395],"category_scores_gemma":[0.000029716171,0.0005176063,0.00010567219,0.00011364937,0.00053267926,0.0008061133,0.00023289204,0.00061250885,0.00020526415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005734212,0.0008258073,0.9252739,0.0000420416,0.000021662087,0.000031809544,0.00506465,0.012203125,0.001894225,0.00003308721,0.0012979677,0.0532544],"study_design_scores_gemma":[0.0006629952,0.00033291226,0.990938,0.00019263559,0.0000068937593,0.0000065311892,0.00089573057,0.00013988547,0.00051348563,0.000093350005,0.005734187,0.00048341183],"about_ca_topic_score_codex":0.9186539,"about_ca_topic_score_gemma":0.9571808,"teacher_disagreement_score":0.0656641,"about_ca_system_score_codex":0.008271688,"about_ca_system_score_gemma":0.000956674,"threshold_uncertainty_score":0.99972755},"labels":[],"label_agreement":null},{"id":"W2913839858","doi":"","title":"Soft path approach as a water management strategy: a case study in Thunder Bay, Ontario","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thunder; Bay; Path (computing); Geography; Environmental resource management; Environmental planning; Engineering; Water resource management; Civil engineering; Environmental science; Computer science; Meteorology","score_opus":0.0185612981291546,"score_gpt":0.2800325679845879,"score_spread":0.26147126985543334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913839858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63774735,0.0000029966702,0.000022798473,0.0000044056364,0.0001003623,0.0010116731,0.0000010536028,0.000022614578,0.36108676],"genre_scores_gemma":[0.8635648,0.0000033432966,0.00021013482,0.000121825855,0.000020358946,0.00022541435,0.00022852315,0.000043751672,0.13558184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743557,0.00013127047,0.00044323018,0.0007469573,0.0006808991,0.0005620929],"domain_scores_gemma":[0.99934775,0.000008631315,0.00009808549,0.00037657568,0.000002288602,0.0001666631],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036632072,0.00046702905,0.00039770364,0.00007401515,0.00018809234,0.0001224822,0.00030134612,0.00023370788,0.0075587067],"category_scores_gemma":[0.0000012218829,0.00034306632,0.00010991711,0.00010121822,0.000051004885,0.00024354272,0.00020328736,0.00043789268,0.001084901],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003568181,0.014073739,0.8325457,0.00030011384,0.0006715197,0.012805443,0.10316994,0.0016302997,0.00029222554,0.00021382602,0.0015385257,0.032401834],"study_design_scores_gemma":[0.0026086925,0.0011229834,0.78358406,0.00005120508,0.00029202108,0.00015297842,0.20741194,0.000141361,0.00008949494,0.0019374731,0.0010929314,0.0015148838],"about_ca_topic_score_codex":0.23001939,"about_ca_topic_score_gemma":0.6767949,"teacher_disagreement_score":0.4467755,"about_ca_system_score_codex":0.001241935,"about_ca_system_score_gemma":0.00001920124,"threshold_uncertainty_score":0.9999021},"labels":[],"label_agreement":null},{"id":"W2915256175","doi":"","title":"Environmental awareness in Canada","year":2016,"lang":"ru","type":"article","venue":"Эпоха науки","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.00873507366763415,"score_gpt":0.22647204311247782,"score_spread":0.21773696944484366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915256175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99035066,0.00021160945,0.00003560443,0.0012573735,0.0008365731,0.00034350742,0.00041841072,0.000014360096,0.0065319],"genre_scores_gemma":[0.99390465,0.0007014252,0.000044748853,0.0006360115,0.00011973996,0.000027289923,0.000011942392,0.00005015339,0.004504059],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996583,0.00017565802,0.0005372262,0.000712685,0.00093079795,0.0010606502],"domain_scores_gemma":[0.9987618,0.000132972,0.00017059085,0.0004863468,0.0000010171702,0.00044727832],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020604467,0.00044824477,0.00040945478,0.000044096676,0.00020385007,0.000033354765,0.0005680843,0.00015442853,0.02722521],"category_scores_gemma":[0.000018804129,0.00035068908,0.00010329377,0.00017676665,0.00038283214,0.00052895147,0.00052372454,0.00022138118,0.0026469668],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023493583,0.0002335965,0.91563696,0.000007822962,0.000021683354,0.00011944095,0.00023974059,0.00003972246,0.024413424,0.000016174807,0.0015490998,0.05769885],"study_design_scores_gemma":[0.0011957304,0.00006913144,0.9822324,0.00009022225,0.000019779653,0.000007023172,0.0009252923,0.0000433482,0.0051214574,0.00022441427,0.009494046,0.0005771376],"about_ca_topic_score_codex":0.897717,"about_ca_topic_score_gemma":0.9385731,"teacher_disagreement_score":0.066595465,"about_ca_system_score_codex":0.0100440625,"about_ca_system_score_gemma":0.0003986561,"threshold_uncertainty_score":0.9998945},"labels":[],"label_agreement":null},{"id":"W2916814861","doi":"10.3390/w11030406","title":"Contested Knowledges in Hydroelectric Project Assessment: The Case of Canada’s Site C Project","year":2019,"lang":"en","type":"article","venue":"Water","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia","keywords":"Commission; Hydroelectricity; Legislation; Public administration; Environmental planning; Government (linguistics); Political science; Environmental impact assessment; Greenhouse gas; Impact assessment; Process (computing); Environmental resource management; Environmental protection; Engineering; Law; Geography; Environmental science","score_opus":0.008942052739683131,"score_gpt":0.26113468770623316,"score_spread":0.25219263496655003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916814861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9632511,0.000012540638,0.0000013800561,0.00018343002,0.00008247678,0.0006550136,0.000009806039,0.000007736268,0.03579648],"genre_scores_gemma":[0.9946541,0.000004764006,0.000025154379,0.00013213113,0.00001246295,0.000027798336,0.0000099914005,0.000012376848,0.005121181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888635,0.00013003022,0.00021344755,0.00020184882,0.0002029149,0.00036542417],"domain_scores_gemma":[0.99966466,0.00004305949,0.000053008545,0.00020419029,0.0000031524248,0.00003192997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002650168,0.00013114414,0.00016673721,0.000033317112,0.0000779783,0.00001803606,0.00015749702,0.000042416737,0.0006612522],"category_scores_gemma":[0.000006317245,0.00007252903,0.00003687338,0.0001841639,0.000076308046,0.0001606066,0.00014979117,0.00015037355,0.00008455022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043566306,0.00034414674,0.8913944,0.000039705334,0.000041118146,0.00039509882,0.0072103967,0.0002482071,0.09242251,0.00003923053,0.0051522013,0.0026694678],"study_design_scores_gemma":[0.0046798927,0.0013539534,0.84657246,0.00010131011,0.00009837548,0.00054474233,0.007987852,0.012158327,0.09309659,0.00046519682,0.03147378,0.0014674948],"about_ca_topic_score_codex":0.4634596,"about_ca_topic_score_gemma":0.646695,"teacher_disagreement_score":0.1832354,"about_ca_system_score_codex":0.00048583414,"about_ca_system_score_gemma":0.000099878984,"threshold_uncertainty_score":0.7240248},"labels":[],"label_agreement":null},{"id":"W2918797705","doi":"10.25316/ir-3060","title":"Evaluating the effectiveness of collaboration in British Columbia environmental assessments within the mining sector","year":2018,"lang":"en","type":"article","venue":"VIURRSpace (Vancouver Island University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Strong","keywords":"Environmental impact assessment; Environmental resource management; Environmental planning; Geography; Political science; Environmental science","score_opus":0.012552939040277208,"score_gpt":0.266386723373501,"score_spread":0.2538337843332238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918797705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97437876,0.0000072675994,0.00009843697,0.000020830757,0.0003200899,0.00047613174,0.000035421996,0.000010569939,0.0246525],"genre_scores_gemma":[0.99223334,0.000010685426,0.00025383392,0.000041973108,0.000035585934,0.000003818786,0.0000014377757,0.00001281487,0.0074065435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982368,0.00066377805,0.00014558638,0.00028069175,0.0004432839,0.00022988865],"domain_scores_gemma":[0.9993204,0.00022999506,0.0001770497,0.00021630638,0.0000069465545,0.000049342776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000834808,0.00011234128,0.00016366043,0.000025458956,0.0004632845,0.00008493443,0.00031629548,0.00007286739,0.00064915867],"category_scores_gemma":[0.000032957432,0.00011494435,0.00004888708,0.0005109525,0.00056492246,0.00040481772,0.0002588544,0.00014058096,0.00001912419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035176295,0.00053083233,0.93613476,0.00003085246,0.00011713907,0.000044772733,0.005290313,0.0030540605,0.04286106,0.000027616763,0.007730359,0.0038264936],"study_design_scores_gemma":[0.0027523453,0.0010519028,0.96115637,0.00013653586,0.000096328295,0.000005111771,0.025322342,0.0030197855,0.0014421939,0.0002616878,0.0043469956,0.00040838274],"about_ca_topic_score_codex":0.009515841,"about_ca_topic_score_gemma":0.12328812,"teacher_disagreement_score":0.11377228,"about_ca_system_score_codex":0.0006059217,"about_ca_system_score_gemma":0.000037069945,"threshold_uncertainty_score":0.99707985},"labels":[],"label_agreement":null},{"id":"W2919165193","doi":"","title":"Enhancing source water protection in rural regions: exploring the role of capacity and collaborative watershed governance in rural Ontario","year":2018,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Capacity building; Corporate governance; Transparency (behavior); Legislation; Environmental planning; Business; Watershed; Government (linguistics); Clean Water Act; Environmental resource management; Watershed management; Rural area; Political science; Geography; Water quality; Finance; Economics","score_opus":0.02018989503996011,"score_gpt":0.23135842133066523,"score_spread":0.21116852629070512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919165193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98124343,0.000010687654,0.0000037000002,0.000031572075,0.0014967861,0.0010518291,0.000009559529,0.000018196386,0.016134221],"genre_scores_gemma":[0.97598785,0.00010504443,0.00004664861,0.0000015924944,0.00044835487,0.000004005863,0.00003752834,0.000021676578,0.02334731],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9966311,0.0009615642,0.0003025651,0.0005175858,0.00094099215,0.00064620265],"domain_scores_gemma":[0.99913836,0.00009094672,0.00021755212,0.00031641417,0.00007586678,0.00016086924],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00075580284,0.0003116993,0.00043933463,0.00030485418,0.00090680097,0.00007558097,0.0006667356,0.0003313605,0.00013703144],"category_scores_gemma":[0.000050332204,0.0002826545,0.00010912904,0.00086904055,0.00075173035,0.0012182143,0.00052335626,0.0010732064,0.00002115067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016729632,0.000859723,0.083201714,0.0001949194,0.00027662795,0.0005613213,0.2012989,0.00027724513,0.69125026,0.000706131,0.0002247482,0.0044187787],"study_design_scores_gemma":[0.006435537,0.0012949842,0.1539749,0.0008883079,0.00016596663,0.000013175974,0.3334825,0.000107288615,0.45285702,0.0009598218,0.048484623,0.0013358678],"about_ca_topic_score_codex":0.2710066,"about_ca_topic_score_gemma":0.3250496,"teacher_disagreement_score":0.23839323,"about_ca_system_score_codex":0.005170926,"about_ca_system_score_gemma":0.00021270929,"threshold_uncertainty_score":0.99996257},"labels":[],"label_agreement":null},{"id":"W2920389846","doi":"","title":"The Role of Science in Contemporary Canadian Environmental Decision Making: The Example of Environmental Assessment","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Simon Fraser University; University of Calgary","funders":"","keywords":"Legislation; Environmental law; Context (archaeology); Work (physics); Political science; Uncertainty; Scientific evidence; Climate science; Cumulative effects; Inclusion (mineral); Public participation; Environmental ethics; Law; Climate change; Sociology; Social science; Epistemology; Engineering; Ecology; Geography; Mathematics","score_opus":0.0074261771187633914,"score_gpt":0.25330183974092635,"score_spread":0.24587566262216295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920389846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99041635,0.0008528416,0.00003046104,0.00010355822,0.00016021084,0.0003792228,0.000015052818,0.0000025310346,0.008039783],"genre_scores_gemma":[0.99865973,0.0009109962,0.00007124402,0.000058781126,0.000020469357,0.000006540655,0.0000022821262,0.00001813727,0.00025183603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99643975,0.0001425168,0.00051262847,0.00028525264,0.0010351008,0.0015847415],"domain_scores_gemma":[0.9989664,0.00016559113,0.00033786672,0.00038480552,0.0000021431988,0.00014319138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031245267,0.0001902378,0.00021589664,0.000091595306,0.0005788741,0.00004315807,0.0010509519,0.00006625026,0.00057674875],"category_scores_gemma":[0.000016140062,0.00012213849,0.00011364014,0.0002537893,0.0014291437,0.0004418002,0.00031594423,0.00092276226,0.000067759756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041191735,0.00015757325,0.92025954,8.543746e-7,0.000026004103,0.0000015671917,0.0006005927,0.00020309874,0.03731502,0.0028892423,0.000017710809,0.038487595],"study_design_scores_gemma":[0.00060015765,0.00035770595,0.9439144,0.000021542595,0.0000114578515,0.000045112094,0.01516734,0.0003379536,0.00095081975,0.034981877,0.0034203639,0.00019127771],"about_ca_topic_score_codex":0.016073337,"about_ca_topic_score_gemma":0.017745417,"teacher_disagreement_score":0.038296316,"about_ca_system_score_codex":0.0046759965,"about_ca_system_score_gemma":0.0009018755,"threshold_uncertainty_score":0.99914485},"labels":[],"label_agreement":null},{"id":"W2920570103","doi":"10.1289/isee.2013.o-2-22-04","title":"Baseline levels of selected environmental chemicals in Canadians: Results from Canadian Health Measures Survey","year":2013,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Canada","funders":"","keywords":"Biomonitoring; Environmental health; Respondent; Baseline (sea); Population; Exposure assessment; Medicine; Geography; Biology","score_opus":0.03829209816553284,"score_gpt":0.26349957712751837,"score_spread":0.22520747896198554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920570103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99262315,0.00004139839,0.000007940003,0.0008516139,0.00006513683,0.0004448462,0.003014474,0.000012609396,0.0029388035],"genre_scores_gemma":[0.99803025,0.0000691236,0.00021640529,0.0006895173,0.000021064965,0.000016194404,0.0006563383,0.000020002732,0.00028110808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973695,0.0002533173,0.0007356676,0.0004628616,0.00046037367,0.0007182665],"domain_scores_gemma":[0.9983742,0.00020691515,0.0002620298,0.00032126185,0.000011728361,0.0008238402],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072024635,0.000252697,0.0003696331,0.00007144641,0.000096942764,0.000043853335,0.000372064,0.00016064757,0.0063931337],"category_scores_gemma":[0.00029901124,0.0002590397,0.000040731084,0.00023541042,0.00024134708,0.00038046116,0.00006829681,0.00027036073,0.0006355039],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009291151,0.0007985792,0.72592294,0.00001233708,0.00009260518,0.000044386383,0.0062227678,0.007643464,0.18729699,0.00000501109,0.016733216,0.055134784],"study_design_scores_gemma":[0.00058741384,0.00004242622,0.99451387,0.000032850523,0.000003693259,7.5865546e-7,0.00027146147,0.000054699278,0.0038215236,0.00012393884,0.00029986203,0.0002474846],"about_ca_topic_score_codex":0.97820616,"about_ca_topic_score_gemma":0.9454036,"teacher_disagreement_score":0.26859093,"about_ca_system_score_codex":0.0011840168,"about_ca_system_score_gemma":0.0003576677,"threshold_uncertainty_score":0.9999862},"labels":[],"label_agreement":null},{"id":"W2920912398","doi":"10.1186/s12889-019-6534-6","title":"Evidence use in equity focused health impact assessment: a realist evaluation","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Canadian Institutes of Health Research; University of Ottawa; University of Toronto; University of Victoria; Fraser Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Biostatistics; Public health; Equity (law); Environmental health; Health equity; Epidemiology; Health impact assessment; Nursing; Pathology","score_opus":0.2411280090436416,"score_gpt":0.46826744300817813,"score_spread":0.22713943396453654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920912398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98797494,0.00013523916,0.00089312537,0.004680583,0.00020712441,0.0019222567,0.00003177378,0.000056874313,0.004098101],"genre_scores_gemma":[0.9942122,0.00021600908,0.0025985525,0.0024874436,0.000038040118,0.00007185093,0.00008474791,0.000026938014,0.000264204],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944782,0.0015523834,0.00068490056,0.00061057723,0.0015207672,0.0011531555],"domain_scores_gemma":[0.9979753,0.00024257874,0.00043040776,0.0005848367,0.000012247567,0.00075464987],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008442476,0.00025372615,0.0004332658,0.000106639105,0.0002306763,0.00023438531,0.00039590814,0.00009808137,0.0039664996],"category_scores_gemma":[0.00028965826,0.00022744639,0.00011292471,0.0006640096,0.000105489635,0.002371505,0.0004358047,0.0003289126,0.0004497557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011375757,0.00029692607,0.9546466,0.000037987502,0.000005916661,6.079688e-7,0.0007426375,0.00037487855,0.00008599308,0.00013330916,0.0015972152,0.042066544],"study_design_scores_gemma":[0.00087919825,0.0004378869,0.9916549,0.00008850619,0.0000024108583,0.00000228502,0.00021483302,0.005363551,0.0000016520943,0.00038825392,0.00076332997,0.00020324845],"about_ca_topic_score_codex":0.047809254,"about_ca_topic_score_gemma":0.014903635,"teacher_disagreement_score":0.041863296,"about_ca_system_score_codex":0.012222631,"about_ca_system_score_gemma":0.0018137057,"threshold_uncertainty_score":0.996944},"labels":[],"label_agreement":null},{"id":"W2922880564","doi":"10.5539/ibr.v12n4p98","title":"Governance and Auditing the Implementation of the Sustainable Development Goals (SDGs): Challenges of the Preparedness Phase","year":2019,"lang":"en","type":"article","venue":"International Business Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preparedness; Audit; Sustainable development; Corporate governance; Subject (documents); Set (abstract data type); Exploratory research; Process management; Order (exchange); Action (physics); Political science; Public relations; Qualitative research; Management science; Business; Computer science; Sociology; Accounting; Engineering; Library science","score_opus":0.034278360403413304,"score_gpt":0.3885744050090544,"score_spread":0.35429604460564107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922880564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990479,0.00007292412,0.0000075553594,0.0027849365,0.0001348731,0.0004566252,0.000012460979,0.0000021839214,0.006049437],"genre_scores_gemma":[0.9971241,0.00012991077,0.000024658597,0.000031153373,0.000022960405,0.000033664364,0.0000019863037,0.0000065061363,0.0026250929],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826133,0.0001266405,0.00020284415,0.00015799228,0.0010504172,0.00020078439],"domain_scores_gemma":[0.9994118,0.00012147769,0.00017240545,0.00020055911,0.000074879026,0.000018840792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007347135,0.00006986491,0.00007926462,0.000014933495,0.00021464845,0.00003601289,0.00062280265,0.000025513094,0.00046891713],"category_scores_gemma":[0.0000902571,0.00003700976,0.000028072665,0.000249339,0.00034174998,0.0003028246,0.0010818319,0.00011078878,0.000011087031],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008108485,0.00041357084,0.8950784,0.00014139949,0.00010164571,0.0000019595102,0.013658068,0.00027118763,0.04863088,0.0068317237,0.0006688081,0.03412125],"study_design_scores_gemma":[0.00040379676,0.000015453383,0.97468096,0.00003857959,0.0000026528203,0.0000012901553,0.008793297,0.000024292858,0.01202189,0.0005310619,0.0034416015,0.00004515109],"about_ca_topic_score_codex":0.001186109,"about_ca_topic_score_gemma":0.00024004611,"teacher_disagreement_score":0.07960251,"about_ca_system_score_codex":0.00034667994,"about_ca_system_score_gemma":0.00007018435,"threshold_uncertainty_score":0.5134314},"labels":[],"label_agreement":null},{"id":"W2923539449","doi":"10.7202/1057078ar","title":"Quarante ans de participation publique en environnement, aménagement du territoire et urbanisme au Québec : entre expression des conflits et gestion consensuelle","year":2019,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa; Université du Québec en Outaouais; Université de Montréal","funders":"","keywords":"Political science; Humanities; Town planning; Art; Urban planning","score_opus":0.007551423426192461,"score_gpt":0.23380378171182128,"score_spread":0.2262523582856288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923539449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9615833,0.0008408514,0.002228857,0.02847222,0.00049705966,0.0010823902,0.00008749736,0.000104146544,0.0051036417],"genre_scores_gemma":[0.9797524,0.0016581775,0.00074253825,0.0038044453,0.00014377516,0.00015595736,0.00008724072,0.00008401771,0.013571425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995014,0.0016313808,0.0006379274,0.00078814133,0.00070951204,0.0012190408],"domain_scores_gemma":[0.9978719,0.0005435355,0.0003724439,0.0005093606,0.000026321974,0.0006764886],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017497791,0.00060259405,0.0004659928,0.00017946391,0.0008014608,0.00019402416,0.00045433853,0.00059353275,0.0025569357],"category_scores_gemma":[0.00029364994,0.0006393938,0.0003035702,0.0003886939,0.004665549,0.0010743113,0.00027312417,0.00077284727,0.00057683396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011848818,0.0010875964,0.89092445,0.00016215476,0.00015944897,0.00005796511,0.04623157,0.0019006458,0.04128773,0.0041286717,0.004979249,0.008962029],"study_design_scores_gemma":[0.0022814441,0.0005037581,0.8895319,0.00037009927,0.00023068684,0.00003371632,0.006181302,0.0010565496,0.0036574865,0.00062355277,0.0947142,0.00081531727],"about_ca_topic_score_codex":0.44074368,"about_ca_topic_score_gemma":0.46224564,"teacher_disagreement_score":0.08973495,"about_ca_system_score_codex":0.008603462,"about_ca_system_score_gemma":0.0009902923,"threshold_uncertainty_score":0.9996057},"labels":[],"label_agreement":null},{"id":"W2941020088","doi":"10.17159/2310-3833/2019/vol49n1a4","title":"Applying the Occupational Justice Framework in Disability Policy Analysis in Namibia","year":2019,"lang":"en","type":"article","venue":"South African Journal of Occupational Therapy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Centre for Policy Alternatives","funders":"Inyuvesi Yakwazulu-Natali","keywords":"Convention on the Rights of Persons with Disabilities; Political science; Economic Justice; Policy analysis; Injustice; Medical model of disability; Economic growth; Human rights; Medicine; Public administration; Economics; Law; Psychiatry","score_opus":0.03697937927024951,"score_gpt":0.35430653788292976,"score_spread":0.31732715861268024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941020088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977778,0.000033360207,0.00056560093,0.00032626453,0.000101041674,0.0003644597,0.000024040957,0.0000032692415,0.0008041655],"genre_scores_gemma":[0.9983048,0.000022400083,0.0009755465,0.00048377586,0.00012789034,0.000029845132,0.00000666387,0.000009086637,0.000040028262],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798685,0.00024644693,0.0005330179,0.00018891152,0.00078944274,0.0002553327],"domain_scores_gemma":[0.99896646,0.000353138,0.00037618424,0.00019638626,0.000013232266,0.00009460007],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00090474554,0.00014744252,0.00027757394,0.00014936086,0.000093415074,0.000038007398,0.00037434578,0.00007148028,0.001620001],"category_scores_gemma":[0.00012294276,0.00010330958,0.00019225455,0.0015615089,0.00022239714,0.0002922437,0.00006221786,0.0003624822,0.000056577934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003510751,0.00016730436,0.96706504,0.0000018041234,0.000062588864,0.0000020068035,0.0027688886,0.027326569,0.0001261783,0.00022457275,0.000008036005,0.001895935],"study_design_scores_gemma":[0.00054333755,0.00007580565,0.9934299,0.000010516009,0.00002990824,0.0000015997908,0.0023914194,0.0005219127,0.0000112258485,0.0026173173,0.00025306488,0.00011400981],"about_ca_topic_score_codex":0.00037440483,"about_ca_topic_score_gemma":0.00011897556,"teacher_disagreement_score":0.026804656,"about_ca_system_score_codex":0.00089383364,"about_ca_system_score_gemma":0.00009267323,"threshold_uncertainty_score":0.9992927},"labels":[],"label_agreement":null},{"id":"W2944148276","doi":"10.4095/299768","title":"Anticipating demand for groundwater geoscience: groundwater risk information seeking behaviour among stakeholders in southern Ontario","year":2017,"lang":"en","type":"report","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Groundwater; Groundwater resources; Environmental science; Earth science; Water resource management; Geology; Aquifer; Geotechnical engineering","score_opus":0.05769407179759628,"score_gpt":0.300544134064245,"score_spread":0.24285006226664874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944148276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9612432,0.000004932051,0.0022806253,0.000014983207,0.00064844405,0.0011122862,0.000062477266,0.000036501086,0.03459652],"genre_scores_gemma":[0.9512602,0.000038832357,0.00075630384,0.000057716265,0.00008821593,0.00015550642,0.00026579184,0.0000417064,0.04733574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99647415,0.000073368166,0.00080532307,0.00052979426,0.0012576677,0.000859716],"domain_scores_gemma":[0.99830776,0.0000435541,0.000983049,0.00046266793,0.000020064283,0.00018289624],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019412965,0.00047712578,0.00051421556,0.000118366675,0.00086809683,0.000630443,0.00055657345,0.00044795344,0.0017270057],"category_scores_gemma":[0.00007130221,0.00039683058,0.0002211612,0.000071204,0.0004124257,0.002546075,0.00045806446,0.00060100947,0.00018852315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009099128,0.00011274737,0.98283154,0.000030161515,0.000021311833,0.000005850747,0.009720774,0.000111067595,0.000026312488,2.690224e-7,0.00045910224,0.006671769],"study_design_scores_gemma":[0.00059713423,0.000130052,0.99051374,0.00011071978,0.00010540477,0.0000049357423,0.0031153692,0.00040095986,0.000018875724,0.00011572878,0.004281184,0.00060587213],"about_ca_topic_score_codex":0.77180094,"about_ca_topic_score_gemma":0.58782995,"teacher_disagreement_score":0.183971,"about_ca_system_score_codex":0.0034611528,"about_ca_system_score_gemma":0.00018220303,"threshold_uncertainty_score":0.99984837},"labels":[],"label_agreement":null},{"id":"W2944711513","doi":"10.2139/ssrn.3342569","title":"A Crisis of Our Own Making: Prospects for Major Natural Resource Projects in Canada","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Timeline; Legislation; Business; Indigenous; Investment (military); Natural resource; Public administration; Finance; Economic policy; Economic growth; Political science; Economics; Law; Geography; Politics","score_opus":0.005739284331296404,"score_gpt":0.2432048728889546,"score_spread":0.2374655885576582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944711513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973368,0.00017267706,0.000030450583,0.0006479958,0.00015186716,0.00049283885,0.0000057828915,0.000004088259,0.0011574795],"genre_scores_gemma":[0.9979468,0.000043697542,0.00014215345,0.00020653418,0.000051443458,0.000012570099,0.000003026194,0.000019959318,0.001573816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975323,0.000051206094,0.00027609628,0.00021160263,0.00042914465,0.0014996299],"domain_scores_gemma":[0.99958026,0.000020277708,0.00020381379,0.00013003846,0.000004981581,0.00006062811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054953666,0.00014842841,0.00022029824,0.00003937886,0.00008328763,0.000017211813,0.0002857351,0.000045585002,0.00006829658],"category_scores_gemma":[0.000021914191,0.00012589523,0.00007935693,0.00018080667,0.000018627592,0.00019565715,0.00008554764,0.0007198047,0.000014092562],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023291593,0.00017524714,0.9826605,0.000029966377,0.00009642746,0.000008403818,0.00072131795,0.0003670645,0.0074666655,0.0010736625,0.0017278376,0.005440026],"study_design_scores_gemma":[0.009404932,0.0023513772,0.7876098,0.000211777,0.00013326107,0.00038589007,0.13366741,0.0010751601,0.0066861887,0.050186336,0.0066382797,0.0016495442],"about_ca_topic_score_codex":0.22724415,"about_ca_topic_score_gemma":0.78585285,"teacher_disagreement_score":0.5586087,"about_ca_system_score_codex":0.00647571,"about_ca_system_score_gemma":0.0011290399,"threshold_uncertainty_score":0.99733824},"labels":[],"label_agreement":null},{"id":"W2946075086","doi":"","title":"Human health and environmental risk assessments: politics or science?","year":2019,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Center for Faculty Development and Diversity, Brigham and Women's Hospital; Heartland Health Research Alliance; Ministry of Education, India; Cancer Care Ontario; Ministry of Natural Resources; China Scholarship Council; New York State Department of Health; Workplace Safety and Insurance Board; World Health Organization","keywords":"Politics; Human health; Environmental planning; Political science; Environmental health; Environmental ethics; Risk analysis (engineering); Environmental science; Medicine; Philosophy; Law","score_opus":0.01027467852112473,"score_gpt":0.2680218437591262,"score_spread":0.25774716523800145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946075086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9669296,0.00008773404,0.00006108831,0.00003565644,0.00055617664,0.0006351764,0.0002533507,0.000056586985,0.031384595],"genre_scores_gemma":[0.8282411,0.0006148116,0.0003697255,0.00015720772,0.00005915426,0.0000017003323,0.0012709935,0.0000577213,0.16922757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967649,0.00015445355,0.00032548272,0.0009399888,0.000977432,0.00083773857],"domain_scores_gemma":[0.99823487,0.000023789918,0.0005488966,0.00047115074,0.000005006464,0.0007162864],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024153164,0.0004910997,0.0004882251,0.00031658902,0.0014714984,0.00013756505,0.0006857641,0.00026995214,0.0036769311],"category_scores_gemma":[0.000009356277,0.00050719664,0.00013831789,0.00048615638,0.00078048033,0.0007962486,0.00044328105,0.00058002875,0.0002723333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073033565,0.005627024,0.80980045,0.0009675156,0.0014087099,0.0007263849,0.047631547,0.00020756279,0.023905272,0.004790465,0.014335959,0.08986879],"study_design_scores_gemma":[0.0061404724,0.0032883936,0.52962327,0.00048927753,0.0009264416,0.00004097625,0.33307368,0.00034396801,0.0011926201,0.00054262497,0.12037343,0.0039648484],"about_ca_topic_score_codex":0.0016019564,"about_ca_topic_score_gemma":0.0038730865,"teacher_disagreement_score":0.2854421,"about_ca_system_score_codex":0.0021676947,"about_ca_system_score_gemma":0.00020629482,"threshold_uncertainty_score":0.99982846},"labels":[],"label_agreement":null},{"id":"W2946299663","doi":"10.1080/09640568.2019.1579973","title":"Sources of uncertainties in environmental assessment: Lessons about uncertainty disclosure and communication from an oil sands extraction project in Northern Alberta","year":2019,"lang":"en","type":"article","venue":"Journal of Environmental Planning and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; University of Saskatchewan","funders":"Natural Resources Canada; Social Sciences and Humanities Research Council of Canada; Canadian Natural Resources Limited","keywords":"Oil sands; Extraction (chemistry); Environmental resource management; Environmental science; Environmental planning; Environmental impact assessment; Environmental protection; Political science; Geography; Archaeology; Law","score_opus":0.011257396192107635,"score_gpt":0.29152404787425473,"score_spread":0.2802666516821471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946299663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99683005,0.0005725736,0.00001081539,0.00013428552,0.000056494806,0.00021399923,0.000026746799,0.000003289418,0.0021517295],"genre_scores_gemma":[0.99613935,0.0027835856,0.00058381684,0.00005742761,0.0000159729,0.000010161249,0.000048431044,0.00001917532,0.0003421001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824405,0.00018595607,0.0005730537,0.00029714298,0.00044973637,0.00025007283],"domain_scores_gemma":[0.99912,0.00009801208,0.0004669197,0.00022160244,8.0878795e-7,0.00009266439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000446302,0.00023506714,0.0003624564,0.00013479087,0.00009241704,0.000044460357,0.0002246777,0.000094541,0.00017574104],"category_scores_gemma":[0.0000033575614,0.00021213075,0.000058457983,0.00008096659,0.00026359592,0.0007350748,0.0002958035,0.00030251528,0.000004945648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011284585,0.0005437277,0.9706074,0.000026519816,0.00005697864,0.000019490875,0.0038177038,0.0059316847,0.0046200543,0.000016212163,0.000011237236,0.014236156],"study_design_scores_gemma":[0.0015031978,0.00026803085,0.9797167,0.00020028476,0.000050365634,0.000014704906,0.0164076,0.0007368978,0.00007666671,0.00018837205,0.00062035787,0.00021681732],"about_ca_topic_score_codex":0.0021293317,"about_ca_topic_score_gemma":0.0014446755,"teacher_disagreement_score":0.014019338,"about_ca_system_score_codex":0.0004620194,"about_ca_system_score_gemma":0.0000061309797,"threshold_uncertainty_score":0.86504406},"labels":[],"label_agreement":null},{"id":"W2947203848","doi":"10.1080/14615517.2019.1601432","title":"Introducing SEA effectiveness","year":2019,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Computer science","score_opus":0.011915260972628813,"score_gpt":0.3704230304747605,"score_spread":0.3585077695021317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947203848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.965445,0.00002177022,0.00026861168,0.00008191939,0.00039583625,0.0006975505,0.000014377042,0.00006841598,0.033006534],"genre_scores_gemma":[0.9982377,0.000027380753,0.0011982936,0.00007317851,0.00010627152,0.00003835839,0.000034762983,0.000032336477,0.00025167924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813133,0.00022502216,0.00020239325,0.0004880122,0.00044774302,0.00050550996],"domain_scores_gemma":[0.9991886,0.00027079915,0.00009709629,0.00028224505,0.000004394007,0.00015683958],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006378451,0.0002964985,0.00031988125,0.00005525895,0.00016338745,0.00012997992,0.00018007564,0.00010465238,0.0022408795],"category_scores_gemma":[0.000020664582,0.00023458678,0.000111770285,0.0002621182,0.00013623644,0.0006616951,0.00030858032,0.00026652243,0.0003315683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057757345,0.0001252029,0.97331816,0.000022437149,0.0000511235,0.0000040034934,0.0003704434,0.0001548887,0.018419543,0.00008789042,0.00070774823,0.0066808304],"study_design_scores_gemma":[0.0010101876,0.00049804844,0.9942587,0.000021323887,0.000026218226,0.000015617685,0.0002644505,0.0010093702,0.0006910699,0.00015750824,0.0016968029,0.0003507242],"about_ca_topic_score_codex":0.0010517731,"about_ca_topic_score_gemma":0.000019442388,"teacher_disagreement_score":0.032792754,"about_ca_system_score_codex":0.0003945008,"about_ca_system_score_gemma":0.000053605418,"threshold_uncertainty_score":0.99867123},"labels":[],"label_agreement":null},{"id":"W2947256109","doi":"10.4000/books.pusl.25524","title":"Chapitre 2. Développement durable et évaluation de la durabilité/soutenabilité","year":2012,"lang":"fr","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Université du Québec à Montréal","funders":"","keywords":"Business","score_opus":0.032169343808893004,"score_gpt":0.2993562972121664,"score_spread":0.26718695340327336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947256109","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2637332,0.00048679052,0.0008292909,0.0073558385,0.0005434566,0.0012058845,0.00009192055,0.00009644063,0.72565717],"genre_scores_gemma":[0.7257345,0.0052298787,0.010202813,0.0015702453,0.00027082436,0.00009422197,0.0001215669,0.00014748577,0.25662848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995489,0.00064686546,0.00078211125,0.0008137844,0.0011777171,0.00109054],"domain_scores_gemma":[0.99790466,0.0004300918,0.0003608379,0.00063636864,0.000013895252,0.0006541387],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0030639342,0.0008095594,0.0005870698,0.000068796166,0.00045204032,0.00013854039,0.00045045908,0.0008198066,0.13763306],"category_scores_gemma":[0.00008290885,0.0007640517,0.00038710787,0.00007300452,0.0014983995,0.0007436018,0.00059729506,0.00074115617,0.009976052],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006404632,0.0015481188,0.48979047,0.0002086971,0.00035621907,0.00003521864,0.010549794,0.00094278407,0.027926154,0.31791824,0.0016757353,0.1489845],"study_design_scores_gemma":[0.0008570847,0.00024728224,0.82285005,0.00015195215,0.00029241445,0.000044099852,0.0005955289,0.00022615664,0.0021042563,0.04502772,0.12632114,0.0012823375],"about_ca_topic_score_codex":0.0020996975,"about_ca_topic_score_gemma":0.00030797633,"teacher_disagreement_score":0.46902868,"about_ca_system_score_codex":0.002883878,"about_ca_system_score_gemma":0.000113507005,"threshold_uncertainty_score":0.999481},"labels":[],"label_agreement":null},{"id":"W2951961415","doi":"10.14302/issn.2693-1176.ijgh-18-2523","title":"Evaluation of the Effects of Health Impact Assessment (Hia) Practice in Monteregie","year":2019,"lang":"en","type":"article","venue":"International Journal of Global Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université de Sherbrooke; University of Victoria; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"Canadian Institutes of Health Research","keywords":"Health impact assessment; Process (computing); Political science; Public relations; Public health; Psychology; Sociology; Medicine; Nursing; Computer science","score_opus":0.016592544603011707,"score_gpt":0.45065099396118596,"score_spread":0.4340584493581743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951961415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99057955,0.00042631826,0.000089698995,0.003711914,0.0010637046,0.00041064032,0.000013052376,0.0000013145341,0.003703832],"genre_scores_gemma":[0.9987137,0.00023373557,0.000405208,0.0005953151,0.00003022092,0.0000016276892,0.000001243641,0.0000044726844,0.000014521135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99589896,0.00080824574,0.000703869,0.000101554295,0.0023122411,0.00017512626],"domain_scores_gemma":[0.99789596,0.00013689775,0.0016586647,0.00012913163,0.00009292872,0.00008643045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033941015,0.000093672585,0.00026814372,0.000029610796,0.000026607362,0.0000109778475,0.00041122266,0.000033826163,0.00010855461],"category_scores_gemma":[0.0002534133,0.00006534594,0.00013809807,0.00016401408,0.00006389593,0.0004166873,0.00013300432,0.00016088059,0.0000074547866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007217719,0.00088507886,0.8950815,0.000028748542,0.00013863399,0.0000024963772,0.00073534215,0.004579708,0.00054523785,0.00022601757,0.00073868677,0.09696637],"study_design_scores_gemma":[0.0013904265,0.0007044707,0.99543,0.00023896371,0.000017177606,0.000024949706,0.0003690584,0.00037517448,0.00006686516,0.001182355,0.00015632671,0.000044210723],"about_ca_topic_score_codex":0.00402395,"about_ca_topic_score_gemma":0.00024978584,"teacher_disagreement_score":0.100348525,"about_ca_system_score_codex":0.0060296264,"about_ca_system_score_gemma":0.00073534064,"threshold_uncertainty_score":0.99778605},"labels":[],"label_agreement":null},{"id":"W2952659763","doi":"10.1002/ieam.4179","title":"Water Quality Monitoring to Support Cumulative Effects Assessment and Decision Making in the Mackenzie Valley, Northwest Territories, Canada","year":2019,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Saskatchewan","funders":"","keywords":"Water quality; Environmental monitoring; Environmental science; Cumulative effects; Water resource management; Environmental resource management; Environmental planning; Geography; Environmental protection; Environmental engineering; Ecology","score_opus":0.01190102539509116,"score_gpt":0.3078951990706629,"score_spread":0.29599417367557174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952659763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99330306,0.000020270601,0.00031087815,0.00029960825,0.0005003491,0.0017094277,0.00006125581,0.000022714918,0.0037724609],"genre_scores_gemma":[0.99470127,0.00019479543,0.0037195531,0.00069877866,0.000040055547,0.00020865854,0.00016546313,0.00003514468,0.00023629011],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99658746,0.00022098531,0.0005538028,0.00079050753,0.0011557254,0.0006915217],"domain_scores_gemma":[0.99909025,0.00017156718,0.000114902075,0.0004194574,0.0000024276324,0.00020138509],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072293566,0.0004899226,0.00040058306,0.0000768344,0.0002969893,0.00018303297,0.000407514,0.000093573064,0.0006400389],"category_scores_gemma":[0.0000025690972,0.00033453305,0.000060420738,0.00017242454,0.00014185708,0.00042413035,0.0009892103,0.00037470183,0.000050418817],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045477806,0.00027485655,0.95797783,0.000043984022,0.00007091011,0.0000911927,0.0008733357,0.00040236645,0.0021029876,0.00012349749,0.00023434272,0.03775919],"study_design_scores_gemma":[0.0010021569,0.00032215717,0.9878122,0.00009997743,0.000047768815,0.000005722481,0.004418874,0.00017491604,0.00031707957,0.00039119954,0.0049410816,0.00046682477],"about_ca_topic_score_codex":0.12659909,"about_ca_topic_score_gemma":0.11060887,"teacher_disagreement_score":0.037292365,"about_ca_system_score_codex":0.0025701136,"about_ca_system_score_gemma":0.000022781487,"threshold_uncertainty_score":0.99991065},"labels":[],"label_agreement":null},{"id":"W2954341494","doi":"10.1016/j.heliyon.2019.e01925","title":"The AKOBEN programme as a tool towards responsible gold mining in Ghana, business as usual or a commitment towards sustainable development","year":2019,"lang":"en","type":"article","venue":"Heliyon","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gold mining; Water quality; Recreation; Agriculture; Environmental quality; Environmental planning; Pollutant; Environmental science; Environmental resource management; Environmental impact assessment; Business; Environmental protection; Geography; Ecology","score_opus":0.020033530735955995,"score_gpt":0.28575848635686085,"score_spread":0.26572495562090487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954341494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96848655,0.00015964241,0.000010099812,0.0010964709,0.00017222673,0.0012154803,0.000002260799,0.000046673456,0.028810605],"genre_scores_gemma":[0.9107536,0.00017607839,0.0017756891,0.00068780023,0.000037019607,0.0002784381,0.000014032823,0.00003915108,0.08623821],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99711066,0.00016245592,0.00042247988,0.00044742008,0.00081282295,0.0010441332],"domain_scores_gemma":[0.9992263,0.00008947293,0.00012504979,0.00036885118,0.00001613426,0.00017419236],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010009325,0.00029612982,0.00027890113,0.00006138158,0.00032869366,0.0002051364,0.00046145834,0.00013391889,0.0016283528],"category_scores_gemma":[0.00016094577,0.00020430257,0.00005980426,0.0006559318,0.00015085371,0.0004216132,0.0007730887,0.00020249431,0.0014309733],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030940198,0.002790344,0.43901333,0.00062458817,0.00022347312,0.0009912617,0.036211353,0.00048033823,0.005598723,0.0020245383,0.002440438,0.5065076],"study_design_scores_gemma":[0.0022065928,0.00074567954,0.77700263,0.00025021422,0.000022323975,0.00002892095,0.037695456,0.000062961466,0.00488019,0.00031495484,0.17603089,0.00075918477],"about_ca_topic_score_codex":0.002673203,"about_ca_topic_score_gemma":0.0014049584,"teacher_disagreement_score":0.5057484,"about_ca_system_score_codex":0.0018355576,"about_ca_system_score_gemma":0.0004136321,"threshold_uncertainty_score":0.99934655},"labels":[],"label_agreement":null},{"id":"W2954517964","doi":"","title":"The Federal Environmental Assessment Process: A Guide and Critique","year":2008,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Environmental planning; Computer science; Political science; Environmental science","score_opus":0.009772508369514548,"score_gpt":0.27809338378038656,"score_spread":0.268320875410872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954517964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9418724,0.00017058018,0.000072349234,0.0008769203,0.00012138848,0.0003737667,0.000015748008,0.000054626824,0.056442186],"genre_scores_gemma":[0.98944163,0.0005785147,0.00065591716,0.0023584785,0.000087907196,0.000093394,0.000012773225,0.000031593903,0.0067397994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795467,0.00012361616,0.00032184567,0.00042957108,0.0006286804,0.0005416199],"domain_scores_gemma":[0.9991312,0.00010184439,0.0000962632,0.00030499682,0.0000023329012,0.0003633797],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028540226,0.00026734034,0.0001964192,0.000010162531,0.0018779145,0.00013249852,0.00032296707,0.00010151122,0.0015115202],"category_scores_gemma":[0.00002705797,0.0002034386,0.00008013669,0.000075091004,0.0010454751,0.0005989302,0.00031912318,0.00033437682,0.00045907655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022556855,0.00029579783,0.9829493,0.000007932739,0.000042207987,0.00007086062,0.0006139741,0.000051511368,0.0051550334,0.0010025775,0.007980521,0.0018077231],"study_design_scores_gemma":[0.0008101156,0.00019092126,0.8941338,0.000014663586,0.000018067369,0.000093118855,0.0009810348,0.00010608645,0.0012198996,0.0026776742,0.09927606,0.00047856127],"about_ca_topic_score_codex":0.00088697206,"about_ca_topic_score_gemma":0.00046983163,"teacher_disagreement_score":0.09129554,"about_ca_system_score_codex":0.00043994797,"about_ca_system_score_gemma":0.000025185233,"threshold_uncertainty_score":0.9994215},"labels":[],"label_agreement":null},{"id":"W2954617546","doi":"10.3917/re1.092.0045","title":"Un aperçu général des instruments de gestion des biens communs environnementaux","year":2018,"lang":"fr","type":"article","venue":"Annales des Mines - Responsabilité et environnement","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GDG Environnement","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.043025155746682545,"score_gpt":0.2969933583527174,"score_spread":0.25396820260603487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954617546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98270476,0.0033766332,0.0008239663,0.004154311,0.00057043665,0.0011349381,0.0004096027,0.00011747117,0.006707911],"genre_scores_gemma":[0.9593208,0.0073666116,0.017936511,0.0016003052,0.00039599588,0.00019865493,0.00016478605,0.00016638181,0.012849944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99152863,0.0022450094,0.0012445947,0.0013346311,0.0011843309,0.0024627976],"domain_scores_gemma":[0.9967089,0.0005224605,0.00039646483,0.0012806623,0.000035705718,0.0010557909],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0023200936,0.0011625964,0.00074492145,0.0001893684,0.0027790975,0.00027843154,0.0011745773,0.00055677694,0.024037376],"category_scores_gemma":[0.00038486058,0.0012393006,0.0004917953,0.0006255667,0.018396942,0.0016959328,0.0015993174,0.00061287894,0.0031389154],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047683725,0.0040791994,0.5474077,0.00020231154,0.00026947033,0.000046776397,0.016247252,0.0002932804,0.046908654,0.0006065254,0.0010932318,0.3823688],"study_design_scores_gemma":[0.0019580796,0.0029757328,0.865476,0.00048554334,0.0003248801,0.00012006915,0.0057012765,0.0005871219,0.015702948,0.008155557,0.09721131,0.0013014952],"about_ca_topic_score_codex":0.0053490605,"about_ca_topic_score_gemma":0.008009217,"teacher_disagreement_score":0.3810673,"about_ca_system_score_codex":0.0054553184,"about_ca_system_score_gemma":0.000097031945,"threshold_uncertainty_score":0.9990057},"labels":[],"label_agreement":null},{"id":"W2955592707","doi":"10.1080/03088839.2019.1627013","title":"Examining stakeholder participation and conflicts associated with large scale infrastructure projects: the case of Tema port expansion project, Ghana","year":2019,"lang":"en","type":"article","venue":"Maritime Policy & Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Aboriginal Peoples Health","keywords":"Port (circuit theory); Stakeholder; Stakeholder analysis; Stakeholder engagement; Politics; Business; Public relations; Process (computing); Inclusion (mineral); Scale (ratio); Environmental resource management; Political science; Sociology; Economics; Geography; Engineering","score_opus":0.02943539969191944,"score_gpt":0.28227710188325417,"score_spread":0.2528417021913347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955592707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701794,0.000007484969,0.00003254498,0.0001678008,0.00002347067,0.0011876184,0.000030691965,0.000025620853,0.028345415],"genre_scores_gemma":[0.99613607,0.000012124963,0.00018285748,0.00044298498,0.000019257552,0.000073892435,0.000023748458,0.000021144439,0.0030879024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986305,0.00010945531,0.0002387036,0.00030337984,0.00033601432,0.00038192354],"domain_scores_gemma":[0.99943984,0.00003656363,0.0001794365,0.00026841668,0.0000065421477,0.00006920899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003475377,0.0001857971,0.00019560588,0.000060852177,0.00017910403,0.00004740344,0.00012333569,0.000061778985,0.00033090997],"category_scores_gemma":[0.000015509728,0.00012930391,0.000025139543,0.0003203305,0.00016378103,0.00025169938,0.00037181875,0.0001115315,0.000018972867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007477557,0.0006068456,0.95710105,0.00016805506,0.000257155,0.00023225247,0.014444199,0.00039679764,0.0010586748,0.0006259569,0.0015590381,0.023475176],"study_design_scores_gemma":[0.0010827456,0.00023043941,0.98858905,0.000076027674,0.000090214715,0.000021021286,0.007798889,0.00082815747,0.00019233179,0.00013448035,0.00074497866,0.00021168787],"about_ca_topic_score_codex":0.0016848111,"about_ca_topic_score_gemma":0.0005204721,"teacher_disagreement_score":0.031487953,"about_ca_system_score_codex":0.0002107907,"about_ca_system_score_gemma":0.000010032048,"threshold_uncertainty_score":0.52728605},"labels":[],"label_agreement":null},{"id":"W2955943056","doi":"10.5751/es-10983-240234","title":"How to build a cross-disciplinary institute: the curious case of the South American Institute for Resilience and Sustainability Studies","year":2019,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross disciplinary; Sustainability; Resilience (materials science); Discipline; Sustainability science; Psychological resilience; Environmental resource management; Environmental ethics; Ecology; Political science; Geography; Sociology; Social sustainability; Social science; Environmental science; Biology; Computer science; Psychology; Data science","score_opus":0.012099023750452473,"score_gpt":0.3282082638148527,"score_spread":0.3161092400644002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955943056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99500304,0.000056361427,0.00005725264,0.0038418993,0.00017688202,0.0007338981,0.000018987064,0.000005943758,0.0001057252],"genre_scores_gemma":[0.9981544,0.0000521635,0.00029958689,0.00059894356,0.000018191007,0.00005016551,6.8413107e-7,0.000003988193,0.0008218988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99929464,0.000049816514,0.000109440916,0.00024751044,0.0000821245,0.00021646074],"domain_scores_gemma":[0.9995506,0.00010479406,0.000088993525,0.00019003963,0.000010427145,0.000055183435],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003236258,0.00010249375,0.00017173894,0.00000374813,0.0007311956,0.000023934377,0.00014588141,0.000053575972,0.000005158703],"category_scores_gemma":[0.0001032944,0.00005956025,0.00007252018,0.000114008704,0.0037111505,0.00021081736,0.0006476574,0.000112592345,0.000001270473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017662605,0.000047608835,0.9796334,0.000039094117,0.000033808432,0.0000035268342,0.018313132,0.0004516916,0.0001368595,0.00026234228,0.00028550994,0.0007753951],"study_design_scores_gemma":[0.00028116745,0.00021726693,0.9656628,0.0000040235986,0.000020150466,0.00001930635,0.03121449,0.00008349723,0.000043916225,0.0014743482,0.00089216244,0.00008690654],"about_ca_topic_score_codex":0.00015249118,"about_ca_topic_score_gemma":0.0010539335,"teacher_disagreement_score":0.013970603,"about_ca_system_score_codex":0.00017197705,"about_ca_system_score_gemma":0.000026311698,"threshold_uncertainty_score":0.9990002},"labels":[],"label_agreement":null},{"id":"W2957121315","doi":"10.1007/s00267-019-01183-6","title":"The Insignificance of Thresholds in Environmental Impact Assessment: an Illustrative Case Study in Canada: a Critique for Environmental Management","year":2019,"lang":"en","type":"letter","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Insignificance; Forest management; Nature Conservation; Environmental impact assessment; Environmental science; Environmental resource management; Environmental protection; Forestry; Ecology; Agroforestry; Geography; Psychology; Biology; Social psychology","score_opus":0.013119365378580165,"score_gpt":0.2879784710524393,"score_spread":0.2748591056738591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2957121315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97983086,0.00018630196,0.000043493095,0.003149006,0.0005281672,0.011637281,0.0014965076,0.00002455336,0.0031038574],"genre_scores_gemma":[0.9813801,0.0006818681,0.00039245049,0.010504228,0.000174519,0.0020260287,0.000979416,0.00023892273,0.0036224746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9908267,0.0008445736,0.001936046,0.0021565126,0.0022987116,0.0019374219],"domain_scores_gemma":[0.9967202,0.00035658822,0.00088037626,0.0017867123,0.0000013161106,0.0002547951],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0010650764,0.0015428159,0.0013203704,0.00027632277,0.00050252775,0.0001278343,0.0016340157,0.00048324987,0.0011776015],"category_scores_gemma":[0.000003615489,0.0013750829,0.00041942694,0.00029713855,0.00080191396,0.0007745519,0.0016061252,0.0018398156,0.00009529467],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030636814,0.005513634,0.9077749,0.00025535995,0.0010980652,0.020576691,0.0023368082,0.0057363855,0.0005827705,0.000015681811,0.033923488,0.021879848],"study_design_scores_gemma":[0.0061346916,0.0018951927,0.8905445,0.00013115951,0.00042230554,0.00020170116,0.057228588,0.0009715721,0.00006113704,0.0001778434,0.03997604,0.0022553022],"about_ca_topic_score_codex":0.14767334,"about_ca_topic_score_gemma":0.23885176,"teacher_disagreement_score":0.09117842,"about_ca_system_score_codex":0.01849829,"about_ca_system_score_gemma":0.000109205044,"threshold_uncertainty_score":0.9997355},"labels":[],"label_agreement":null},{"id":"W2958082824","doi":"10.1007/s00267-019-01182-7","title":"Response to Critique of “The Insignificance of Thresholds in Environmental Impact Assessment: An Illustrative Case Study in Canada”","year":2019,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Insignificance; Environmental impact assessment; Impact assessment; Positive economics; Nature Conservation; Environmental ethics; Environmental policy; Political science; Environmental resource management; Law and economics; Law; Sociology; Economics; Ecology; Psychology; Social psychology; Biology","score_opus":0.009140675477968844,"score_gpt":0.2875526170897937,"score_spread":0.27841194161182486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958082824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957571,0.00000959318,0.0000073654974,0.00008326842,0.000116016454,0.0027351417,0.00012190363,0.0000048876473,0.0011647153],"genre_scores_gemma":[0.9990738,0.000011934106,0.0002013135,0.00019249249,0.000005534041,0.000113338545,0.000010235323,0.000035926467,0.000355406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963716,0.0006449017,0.00077066035,0.00066111755,0.0010231632,0.0005285529],"domain_scores_gemma":[0.9986923,0.00007228676,0.00024989975,0.00078642333,7.623226e-7,0.00019836555],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073488586,0.00037931412,0.00046592223,0.00012002735,0.000076268756,0.000013529834,0.0005963768,0.00006696746,0.0017923614],"category_scores_gemma":[0.000004513679,0.0003297378,0.00010333175,0.00037859957,0.00022553148,0.0004108528,0.00086427445,0.00029194562,0.000042182102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022080194,0.0020268492,0.9477422,0.000010996987,0.00004012593,0.0005179102,0.003006035,0.01313904,0.03199476,0.0000055660003,0.00002613421,0.0012695364],"study_design_scores_gemma":[0.0015338671,0.00080898,0.95432913,0.000032154952,0.000020296333,0.000025512983,0.041549753,0.00019429611,0.0010950222,0.000025263755,0.000069207716,0.00031651012],"about_ca_topic_score_codex":0.34481975,"about_ca_topic_score_gemma":0.36302653,"teacher_disagreement_score":0.03854372,"about_ca_system_score_codex":0.0055949935,"about_ca_system_score_gemma":0.00006583989,"threshold_uncertainty_score":0.9999155},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.03882786572843658,"score_gpt":0.3912022356217585,"score_spread":0.35237436989332194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958384206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.955538,0.00065520033,0.00013754616,0.0028212722,0.0003527184,0.00062111183,0.000035126548,0.000019538475,0.039819486],"genre_scores_gemma":[0.9719798,0.019164305,0.00618126,0.00043870858,0.0006654483,0.000033262346,0.000014009854,0.000042308417,0.0014809265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99619377,0.0004053068,0.0006546424,0.00042611032,0.0016380827,0.0006821031],"domain_scores_gemma":[0.9983613,0.00007226546,0.00038165305,0.00030547348,0.000010391117,0.00086890487],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018882651,0.00038023994,0.00041901306,0.00033468977,0.00047219175,0.00018019773,0.00033395132,0.00011740638,0.00054575386],"category_scores_gemma":[0.000012204918,0.00030848608,0.0001525432,0.000367945,0.00059282465,0.0009775055,0.0011043454,0.0005887311,0.000035222787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026364074,0.005041691,0.676717,0.00010213029,0.001358397,0.00034080495,0.004472008,0.0001865765,0.0050862012,0.008112171,0.017126897,0.28119248],"study_design_scores_gemma":[0.0017504911,0.0011392744,0.80156845,0.00002826803,0.00010120798,0.000092451126,0.0038285062,0.00004420082,0.000025018226,0.0032090682,0.18792208,0.0002909895],"about_ca_topic_score_codex":0.00021803871,"about_ca_topic_score_gemma":0.000016577733,"teacher_disagreement_score":0.2809015,"about_ca_system_score_codex":0.0026003243,"about_ca_system_score_gemma":0.00005723057,"threshold_uncertainty_score":0.9999367},"labels":[],"label_agreement":null},{"id":"W2959086596","doi":"","title":"Encadrement législatif et réglementaire de la valorisation des résidus miniers hors site au Québec","year":2018,"lang":"fr","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Political science","score_opus":0.011635242244866617,"score_gpt":0.27189408530447917,"score_spread":0.26025884305961255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959086596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9147824,0.001151513,0.062007632,0.009163475,0.00046342908,0.0009759991,0.00017731728,0.00024078118,0.01103744],"genre_scores_gemma":[0.9522347,0.0008626867,0.035925608,0.0037172046,0.00045026475,0.00025784035,0.00006205449,0.00011560369,0.0063740765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995067,0.00095769635,0.00071258075,0.0007493396,0.0008706963,0.001642682],"domain_scores_gemma":[0.997766,0.00026778187,0.00039946023,0.0006994104,0.000024879542,0.00084246264],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002012018,0.0006610219,0.00044503997,0.00018435504,0.0012146827,0.00032320328,0.0006163695,0.00059730053,0.0024485071],"category_scores_gemma":[0.00020832935,0.00073602493,0.0002865549,0.0005037287,0.0025935941,0.0012635814,0.0006015944,0.00064617826,0.0006612141],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006488894,0.00083589356,0.8656273,0.000039015813,0.00014229507,0.00004726757,0.015418595,0.00094661856,0.031146716,0.0015770796,0.0075895735,0.07656476],"study_design_scores_gemma":[0.0008950824,0.00075904804,0.9426129,0.00019570408,0.00021552133,0.00007487486,0.0021787887,0.008461661,0.018742414,0.004056944,0.020939343,0.0008677569],"about_ca_topic_score_codex":0.7625834,"about_ca_topic_score_gemma":0.48208812,"teacher_disagreement_score":0.28049523,"about_ca_system_score_codex":0.01489514,"about_ca_system_score_gemma":0.00076186995,"threshold_uncertainty_score":0.9995091},"labels":[],"label_agreement":null},{"id":"W2959543599","doi":"10.1002/ieam.4183","title":"Evaluation of Lethal Fish Sampling and the Nonlethal Alternative Under the Canadian Metal and Diamond Mining Environmental Effects Monitoring Program","year":2019,"lang":"en","type":"review","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shared Health; University of Saskatchewan","funders":"","keywords":"Population; Fish <Actinopterygii>; Promulgation; Population dynamics of fisheries; Fishery; Environmental health; Toxicology; Environmental science; Biology; Medicine; Law; Political science","score_opus":0.06177066927960347,"score_gpt":0.3678408724462595,"score_spread":0.30607020316665606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959543599","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37495947,0.6031127,0.000060721803,0.00025913576,0.0009336763,0.013842165,0.00031191474,0.000049850183,0.0064703547],"genre_scores_gemma":[0.3366155,0.6612569,0.0006478257,0.00007136695,0.00006191754,0.00087264116,0.00016298487,0.00006853533,0.00024233806],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99527925,0.0010078532,0.00067964534,0.0008776222,0.0015355385,0.00062007457],"domain_scores_gemma":[0.9984048,0.00037530082,0.00051821186,0.00044208794,0.000003463366,0.00025611348],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021004025,0.00080679334,0.0010719224,0.00012495526,0.0006861921,0.00023696676,0.00044300492,0.00025881987,0.0002126129],"category_scores_gemma":[0.000008839558,0.00049726473,0.00024489957,0.00014199092,0.0016781833,0.0003332817,0.0010705896,0.0006393112,0.000020602873],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013480748,0.00020083418,0.004197613,0.00051649025,0.0012073218,0.000011321279,0.000560601,0.00008230508,0.000025798861,0.00011745143,0.000026294485,0.9930405],"study_design_scores_gemma":[0.015641894,0.0017585461,0.5693877,0.008193713,0.044037342,0.00025342815,0.02443872,0.0076468834,0.00015339209,0.0021015916,0.32111812,0.0052687274],"about_ca_topic_score_codex":0.007383602,"about_ca_topic_score_gemma":0.0015090996,"teacher_disagreement_score":0.98777175,"about_ca_system_score_codex":0.0023056767,"about_ca_system_score_gemma":0.000047579677,"threshold_uncertainty_score":0.9997479},"labels":[],"label_agreement":null},{"id":"W2962268396","doi":"10.1177/0739456x19859648","title":"Evaluating the Quality of Municipal Official Plans in the Ontario-Greater Golden Horseshoe Region, Canada","year":2019,"lang":"en","type":"article","venue":"Journal of Planning Education and Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Plan (archaeology); Readability; Quality (philosophy); Government (linguistics); Normative; Political science; Business; Public administration; Geography; Computer science; Law; Archaeology","score_opus":0.1915016067226458,"score_gpt":0.48552172353033507,"score_spread":0.29402011680768925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962268396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948304,0.00003714613,6.694336e-7,0.0012179571,0.0001608736,0.0001292683,0.0000010792181,3.5106663e-7,0.0036222183],"genre_scores_gemma":[0.998374,0.0000090871135,0.000032654025,0.00014826484,0.000057848847,0.0000021284238,0.0000012067792,0.0000027012961,0.0013721351],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981498,0.0005387971,0.00026505013,0.00007007466,0.00082756416,0.00014867331],"domain_scores_gemma":[0.9993763,0.00029117826,0.00015660578,0.00011199645,0.000019398556,0.00004453701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031868587,0.000047843252,0.00010054778,0.00003636217,0.0001318722,0.000028021956,0.00025650274,0.000030188943,0.00020018578],"category_scores_gemma":[0.000098894074,0.000025482432,0.00002253219,0.00013280072,0.00011325389,0.00010720098,0.0000616514,0.00041087082,0.00000291285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047674435,0.00008191219,0.9573341,0.000005613767,0.000007040958,0.000002056209,0.038494147,0.00046266094,0.00073934137,0.000014303461,0.0019828596,0.0008282837],"study_design_scores_gemma":[0.00016100475,0.00013588995,0.9738748,0.000038670118,0.0000035376033,0.000014936951,0.023835637,0.000038161153,0.000030188912,0.00008685268,0.0017482052,0.000032105785],"about_ca_topic_score_codex":0.6468879,"about_ca_topic_score_gemma":0.4425898,"teacher_disagreement_score":0.20429811,"about_ca_system_score_codex":0.00038832845,"about_ca_system_score_gemma":0.0003880378,"threshold_uncertainty_score":0.5675815},"labels":[],"label_agreement":null},{"id":"W2965579308","doi":"10.1093/heapro/daz052","title":"Health impact assessment and the sustainable development goals","year":2019,"lang":"en","type":"editorial","venue":"Health Promotion International","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Sustainable development; Environmental health; Psychology; Environmental planning; Political science; Medicine; Geography","score_opus":0.013856670234979116,"score_gpt":0.3851359162930735,"score_spread":0.37127924605809437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965579308","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016516097,0.0005737458,0.002622897,0.045892894,0.9039238,0.0069930227,0.00035865104,0.00016420167,0.022954665],"genre_scores_gemma":[0.26622924,0.0066524176,0.0062806276,0.0059657437,0.5414804,0.0016614886,0.008687159,0.00037441004,0.1626685],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959057,0.0004876258,0.0007138542,0.0005266514,0.0017067218,0.0006594553],"domain_scores_gemma":[0.9983704,0.00025848745,0.0008133316,0.00025246904,0.000034400386,0.0002709104],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027007407,0.00034151273,0.0005253504,0.000070858194,0.00065458316,0.0001873903,0.00045314056,0.00023612341,0.0022439547],"category_scores_gemma":[0.00009906072,0.00023804119,0.00011408029,0.00011220169,0.00025162232,0.00035001666,0.000637705,0.00074157905,0.00029886604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003993967,0.00026649307,0.00738884,0.000122249,0.0000960672,0.0000021840276,0.0014915599,0.000055418215,7.846097e-7,0.0003172154,0.9832663,0.006952939],"study_design_scores_gemma":[0.002144456,0.0003694852,0.0732294,0.00013013755,0.000008186532,0.0000038225903,0.00038735135,0.00020855093,0.0000010282545,0.00062967296,0.92259896,0.00028894946],"about_ca_topic_score_codex":0.003369123,"about_ca_topic_score_gemma":0.00015557927,"teacher_disagreement_score":0.36244342,"about_ca_system_score_codex":0.00882376,"about_ca_system_score_gemma":0.0012556824,"threshold_uncertainty_score":0.99866813},"labels":[],"label_agreement":null},{"id":"W2966320892","doi":"10.2139/ssrn.3122646","title":"The Paris to Projects Research Initiative","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Centre for Interdisciplinary Research in Rehabilitation; University of Waterloo","funders":"","keywords":"Political science; Library science; Public administration; Engineering; Engineering management; Engineering ethics; Computer science","score_opus":0.04173199292518915,"score_gpt":0.3651541787917579,"score_spread":0.32342218586656873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966320892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93372506,0.0001349194,0.00052954565,0.0037691519,0.00020832825,0.000332046,0.0000012196365,0.000015612493,0.061284143],"genre_scores_gemma":[0.99239993,0.0009112772,0.00007338819,0.0003640418,0.00036422664,0.00001683811,4.3581187e-7,0.000015005858,0.0058548814],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9961864,0.00029071738,0.00015999733,0.00018136651,0.0006959545,0.0024855803],"domain_scores_gemma":[0.9995034,0.00010078819,0.000055856282,0.00016193581,0.00001868182,0.00015938721],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003624327,0.00010170513,0.00008058119,0.00003199261,0.0017759419,0.00011325482,0.00044006965,0.000046857742,0.00031375245],"category_scores_gemma":[0.000107535976,0.00006561188,0.000046203615,0.00037837517,0.00048402167,0.00022775622,0.00027947663,0.0013417098,0.002204869],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066506217,0.00087809825,0.37088633,0.0000038430053,0.00052104617,0.000027914935,0.028734747,0.000044793047,0.01998656,0.06615895,0.08053616,0.4315565],"study_design_scores_gemma":[0.0010710914,0.0060302285,0.19974856,0.000029220735,0.000029807412,0.00019472244,0.05021838,0.00006297015,0.00414058,0.5616068,0.17622568,0.0006419235],"about_ca_topic_score_codex":0.00030054594,"about_ca_topic_score_gemma":0.00294063,"teacher_disagreement_score":0.49544787,"about_ca_system_score_codex":0.0025280358,"about_ca_system_score_gemma":0.00030357376,"threshold_uncertainty_score":0.99952364},"labels":[],"label_agreement":null},{"id":"W2967346322","doi":"10.1162/glep_a_00519","title":"Including Indigenous Knowledge Systems in Environmental Assessments: Restructuring the Process","year":2019,"lang":"en","type":"article","venue":"Global Environmental Politics","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Indigenous Peoples' Health","funders":"","keywords":"Indigenous; Distrust; Natural resource; Timeline; Traditional knowledge; Restructuring; Environmental resource management; Process (computing); Indigenous rights; Intervention (counseling); Environmental planning; Resource (disambiguation); Political science; Business; Law; Geography; Ecology; Economics","score_opus":0.012601022502596305,"score_gpt":0.29981055170877197,"score_spread":0.28720952920617565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967346322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97384465,0.000419687,0.000015439216,0.000040948224,0.0006060676,0.0012008013,0.00020960953,0.000050173752,0.02361264],"genre_scores_gemma":[0.99808586,0.00012324938,0.00006709228,0.0003196433,0.00012567792,0.000074023315,0.00007760741,0.000053305223,0.0010735596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961489,0.00023183801,0.00066747935,0.0007486532,0.00094824913,0.0012549127],"domain_scores_gemma":[0.9987609,0.00007105865,0.00023001673,0.00062143494,8.641073e-7,0.0003157636],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035867427,0.0005344712,0.00041714564,0.000045279994,0.0004492732,0.0001238276,0.0008396606,0.0002310487,0.0012968043],"category_scores_gemma":[0.000008384738,0.00045207006,0.00013756931,0.0002475991,0.00057625386,0.00064200134,0.0009792707,0.00047732188,0.002872104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017261622,0.000527698,0.98853356,0.000026444071,0.000040490617,0.000025933507,0.0014751871,0.004146611,0.0028827095,0.00023696595,0.000068659916,0.002018502],"study_design_scores_gemma":[0.0012074702,0.00020835135,0.9828118,0.000047784837,0.000041868665,0.00006653499,0.0075728013,0.0011693002,0.0004074687,0.0016951796,0.0040442664,0.00072714296],"about_ca_topic_score_codex":0.0009238966,"about_ca_topic_score_gemma":0.00005369143,"teacher_disagreement_score":0.024241209,"about_ca_system_score_codex":0.0051095225,"about_ca_system_score_gemma":0.00003259652,"threshold_uncertainty_score":0.9997931},"labels":[],"label_agreement":null},{"id":"W2969604827","doi":"10.3390/su11174545","title":"AHP-TOPSIS-Based Evaluation of the Relative Performance of Multiple Neighborhood Renewal Projects: A Case Study in Nanjing, China","year":2019,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Office for Philosophy and Social Sciences; Government of Jiangsu Province; Fundamental Research Funds for the Central Universities; Ministry of Education, India; Ministry of Education of the People's Republic of China","keywords":"TOPSIS; Analytic hierarchy process; Urbanization; China; Transport engineering; Sustainable development; Order (exchange); Environmental economics; Business; Computer science; Operations research; Engineering; Economics; Economic growth; Geography","score_opus":0.014069323545885077,"score_gpt":0.3145287692269475,"score_spread":0.3004594456810624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969604827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958546,0.00000572281,0.0000046382224,0.00005111864,0.000051740615,0.0027536342,0.000004735095,0.000005798965,0.0012679859],"genre_scores_gemma":[0.99979717,3.6582134e-7,0.000040661856,0.000008078719,0.000003910816,0.000064046864,0.00000135499,0.000007363804,0.000077048884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791527,0.00060363056,0.00033559185,0.00027210303,0.00066297315,0.00021042519],"domain_scores_gemma":[0.9991833,0.00008386856,0.00021987103,0.00043555736,0.000043665415,0.000033766126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017906378,0.0001243865,0.00019614933,0.000028635292,0.000085342115,0.0000050825256,0.00017699022,0.000056969406,0.00023789969],"category_scores_gemma":[0.00045375482,0.000090303016,0.000072559975,0.00039941008,0.0002260273,0.00027875093,0.00019731034,0.00014765495,0.000002859299],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057972564,0.0010601032,0.9819899,0.00004802215,0.000008196716,0.0000036862257,0.008724586,0.005844233,0.00025296098,0.000006342667,8.242133e-7,0.0020031272],"study_design_scores_gemma":[0.0014743529,0.0004298061,0.96675646,0.000014336423,0.00003040137,0.0000019935505,0.011352268,0.018233407,0.000850811,0.0007624001,0.0000010329679,0.00009275492],"about_ca_topic_score_codex":0.007833432,"about_ca_topic_score_gemma":0.0013972558,"teacher_disagreement_score":0.015233507,"about_ca_system_score_codex":0.0019249761,"about_ca_system_score_gemma":0.00018958023,"threshold_uncertainty_score":0.9987735},"labels":[],"label_agreement":null},{"id":"W2969612705","doi":"10.5751/es-11044-240316","title":"Measuring social-ecological resilience reveals opportunities for transforming environmental governance","year":2019,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Hakai Institute","keywords":"Resilience (materials science); Corporate governance; Environmental governance; Environmental resource management; Psychological resilience; Ecological systems theory; Ecology; Environmental planning; Business; Political science; Geography; Environmental science; Biology; Psychology","score_opus":0.035616460628503925,"score_gpt":0.2521644341432048,"score_spread":0.21654797351470084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969612705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903547,0.000034525652,0.00006107497,0.0005704018,0.00013172957,0.0004350727,0.00003612802,0.000022978169,0.008353344],"genre_scores_gemma":[0.992898,0.00032428632,0.0006240617,0.0012780738,0.00004418192,0.000060227398,0.000009812594,0.000012248964,0.004749119],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988624,0.00005354718,0.00019190727,0.0003199032,0.00017814012,0.00039413397],"domain_scores_gemma":[0.99962604,0.00011452052,0.00008922619,0.00008067873,0.0000012293303,0.00008829073],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037981244,0.0001547186,0.00022479189,0.000003943317,0.00053724303,0.0000179761,0.00014386795,0.00019898624,0.001522511],"category_scores_gemma":[0.000008580681,0.00014625958,0.00014534367,0.00003177848,0.00045949637,0.00029140533,0.00012982512,0.00015037021,0.00006981812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004334871,0.00032629538,0.9336761,0.00004468818,0.000073986725,0.000006040763,0.0058592753,0.000063154934,0.04498671,0.0014055216,0.004655013,0.008859824],"study_design_scores_gemma":[0.0005979401,0.00017538031,0.9884226,0.000004074468,0.000019409425,0.0000045987717,0.004066752,0.00014826212,0.00036842213,0.0010953726,0.004878406,0.0002187936],"about_ca_topic_score_codex":0.00000827799,"about_ca_topic_score_gemma":0.00001296157,"teacher_disagreement_score":0.05474645,"about_ca_system_score_codex":0.00030748014,"about_ca_system_score_gemma":0.000009183185,"threshold_uncertainty_score":0.99939024},"labels":[],"label_agreement":null},{"id":"W2970881684","doi":"10.35762/aer.2018.40.2.7","title":"Risk Management of Lead and Arsenic Poisoning in Children through Public Participation in Communities near Abandoned Tin Mine, Southern Thailand","year":2018,"lang":"en","type":"article","venue":"Applied Environmental Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Prince of Songkla University","keywords":"Environmental health; Public health; Community mobilization; Local community; Medicine; Socioeconomics; Business; Environmental protection; Geography; Political science; Nursing","score_opus":0.04065486990317859,"score_gpt":0.3334747553362317,"score_spread":0.29281988543305315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970881684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98922867,0.0000704392,0.0000204928,0.00004656719,0.000011432499,0.0006563146,0.00002785431,0.000009869753,0.009928388],"genre_scores_gemma":[0.9982497,0.0005956925,0.0007571308,0.000031431817,0.000015998547,0.000106231964,0.00004343239,0.000027108164,0.00017325416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771833,0.0002701105,0.00035361273,0.00032672787,0.0007020268,0.00062915846],"domain_scores_gemma":[0.9993989,0.00010093472,0.00010044917,0.00031111934,0.0000012877493,0.00008730425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009673851,0.0001882517,0.00022547737,0.00007583774,0.00034083237,0.000053617692,0.00029100172,0.00009805233,0.0008722364],"category_scores_gemma":[0.0000064744595,0.00018376773,0.000031590855,0.0002979277,0.001750506,0.00025654383,0.0007632887,0.0003853257,0.00043733921],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007025334,0.00044939786,0.9793606,0.000007260058,0.00002775008,0.0000022399893,0.00717357,0.00006626156,0.0022285911,0.00008446504,0.000015068391,0.010514537],"study_design_scores_gemma":[0.0014001769,0.00013621092,0.984593,0.00002278624,0.000009711001,0.0000012170963,0.011074007,0.0003487987,0.0011027186,0.0010635555,0.00007064422,0.0001771994],"about_ca_topic_score_codex":0.00499618,"about_ca_topic_score_gemma":0.0019398183,"teacher_disagreement_score":0.010337338,"about_ca_system_score_codex":0.00036210366,"about_ca_system_score_gemma":0.0000053380313,"threshold_uncertainty_score":0.9550377},"labels":[],"label_agreement":null},{"id":"W2971322789","doi":"10.1111/cag.12566","title":"Natural Hazards: Explanation and Integration, Second Edition by Burrell E. Montz, Graham A. Tobin, and Ronald R.  Hagelman III, ed., The Guilford Press, New York, 2017, 445 pp., paper $78.00 (ISBN 978‐1462529179).","year":2019,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Citation; Section (typography); Library science; Immigration; Refugee; History; Art history; Political science; Law; Computer science","score_opus":0.005602856966033132,"score_gpt":0.18496059040016807,"score_spread":0.17935773343413494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971322789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735468,0.014546781,0.000007781977,0.0025839782,0.0010794892,0.001034326,0.00041229726,0.00006105379,0.0067274966],"genre_scores_gemma":[0.9839011,0.007261533,0.000084892075,0.0018183746,0.00018232926,0.000084701904,0.00044914623,0.000048481586,0.006169436],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973273,0.000099273,0.00043180885,0.0007326258,0.0004317869,0.0009771746],"domain_scores_gemma":[0.99818254,0.00010056263,0.00020975873,0.00048244183,0.000024490237,0.0010002295],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025883343,0.0005306599,0.00036885103,0.00033379096,0.00091329974,0.00033058337,0.0004671198,0.00021007733,0.0013795845],"category_scores_gemma":[0.000029724291,0.00044476354,0.00014490105,0.0008585357,0.0014240091,0.0012302527,0.00013717763,0.0004192937,0.000028737484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038620994,0.000039551516,0.08288018,0.000024500509,0.00015039288,0.000012445647,0.001960593,0.000020713313,0.0013957568,0.000709891,0.89971024,0.013057137],"study_design_scores_gemma":[0.0011701337,0.000359427,0.40934953,0.00006773441,0.00010538186,0.000048526814,0.009578997,0.00016924168,0.00017180786,0.0019577765,0.57597417,0.0010472516],"about_ca_topic_score_codex":0.6571842,"about_ca_topic_score_gemma":0.9541558,"teacher_disagreement_score":0.32646936,"about_ca_system_score_codex":0.00023200197,"about_ca_system_score_gemma":0.000060108854,"threshold_uncertainty_score":0.9998004},"labels":[],"label_agreement":null},{"id":"W2976068527","doi":"10.1093/law/9780198790952.003.0039","title":"The Assessment of Environmental Impact","year":2019,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Normative; Divergence (linguistics); Environmental impact assessment; Environmental planning; Management science; Environmental risk assessment; Politics; Convergence (economics); Political science; Environmental resource management; Risk assessment; Computer science; Geography; Engineering; Environmental science; Economics; Economic growth; Law","score_opus":0.012142506125598675,"score_gpt":0.2316632581510968,"score_spread":0.21952075202549814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976068527","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0080003785,0.00003165442,0.000030175346,0.000010770871,0.0001426437,0.00051360845,0.00033224767,0.000021065242,0.99091744],"genre_scores_gemma":[0.10467649,0.0006765083,0.000107824206,0.000019891708,0.000026950898,5.9448865e-7,0.000031898642,0.0000418808,0.89441794],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832666,0.000050017916,0.00024176616,0.0003781576,0.00065101206,0.00035236572],"domain_scores_gemma":[0.9987624,0.000093740964,0.00040195568,0.0005823859,0.0000027801898,0.0001567046],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014581655,0.0003800406,0.00036433584,0.00003022677,0.00031967834,0.0000300255,0.0007106674,0.00027111682,0.0013270914],"category_scores_gemma":[0.0000013971757,0.00030675408,0.00038749608,0.0000063857433,0.0007392822,0.00013321091,0.000989237,0.00041244345,0.000018645089],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008014578,0.0008981516,0.09983579,0.00021114109,0.0045065023,0.00036339686,0.001843258,0.001846636,0.011407699,0.632329,0.030963711,0.21499328],"study_design_scores_gemma":[0.00041904725,0.0001976189,0.027937142,0.00002677302,0.00013345595,0.0000030624499,0.000057619312,0.00007050378,0.00006348215,0.00028219918,0.97045785,0.0003512535],"about_ca_topic_score_codex":0.0001017689,"about_ca_topic_score_gemma":0.000021838538,"teacher_disagreement_score":0.93949413,"about_ca_system_score_codex":0.0011774881,"about_ca_system_score_gemma":0.000046759873,"threshold_uncertainty_score":0.9999384},"labels":[],"label_agreement":null},{"id":"W2976893161","doi":"10.26686/vuwlr.v38i2.5518","title":"Deliberation and Legitimacy in Transnational Governance: The Case of Environmental Impact Assessments","year":2007,"lang":"en","type":"article","venue":"Victoria University of Wellington Law Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Deliberation; Legitimacy; Environmental governance; Deliberative democracy; Democracy; Political science; Transnational governance; Criticism; Corporate governance; Harm; Democratic legitimacy; Law and economics; Sociology; Public administration; Law; Economics; Management; Politics","score_opus":0.009568564324980777,"score_gpt":0.2713858767380855,"score_spread":0.26181731241310474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976893161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946091,0.00093328254,0.00035088928,0.0001850807,0.000051927727,0.00034412136,0.00005220299,0.000003888818,0.0034694923],"genre_scores_gemma":[0.9938922,0.0055663073,0.00039086668,0.000072814684,0.000009766679,2.2014572e-7,0.0000112034795,0.000005146956,0.000051487586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920094,0.00006658791,0.00021538857,0.00015047926,0.00022868466,0.00013791946],"domain_scores_gemma":[0.999577,0.00006948392,0.00017715702,0.00011260865,0.0000028457316,0.000060930717],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048453838,0.00010395955,0.00019169334,0.000010971209,0.00010756197,0.000004563345,0.00012577251,0.000044940913,0.0011456336],"category_scores_gemma":[0.0000026434616,0.00008900061,0.000078419536,0.000114460236,0.0003002093,0.00029511892,0.000060617807,0.00009701075,0.000005772496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063204014,0.003798267,0.6258272,0.0018487526,0.0004902421,0.0011856827,0.007658714,0.0017044342,0.049895886,0.1314431,0.0010568822,0.17445882],"study_design_scores_gemma":[0.0025268008,0.0004501487,0.9413149,0.0005721413,0.00027669835,0.00016100187,0.0007987317,0.00053314125,0.0013712735,0.0011851322,0.05023113,0.0005789199],"about_ca_topic_score_codex":0.0014687662,"about_ca_topic_score_gemma":0.0009812219,"teacher_disagreement_score":0.31548768,"about_ca_system_score_codex":0.00026443586,"about_ca_system_score_gemma":0.000008236521,"threshold_uncertainty_score":0.9997675},"labels":[],"label_agreement":null},{"id":"W2981637144","doi":"10.1080/14615517.2019.1677089","title":"Gearing up impact assessment as a vehicle for achieving the UN sustainable development goals","year":2019,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Manitoba","funders":"Edith Cowan University","keywords":"Sustainable development; Sustainability; Process management; Suite; Impact assessment; Key (lock); Environmental planning; Environmental impact assessment; Business; Environmental economics; Computer science; Political science; Economics; Environmental science; Public administration; Computer security","score_opus":0.015773736044987514,"score_gpt":0.38706959434140337,"score_spread":0.37129585829641587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981637144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98077315,0.00006217329,0.0006875542,0.00032988077,0.0003018183,0.0025768578,0.000016390422,0.000086082684,0.015166113],"genre_scores_gemma":[0.99356043,0.000040339866,0.0029807044,0.00021163777,0.00011613336,0.00032849397,0.000066184664,0.00007419862,0.002621882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963859,0.0002280623,0.0005242807,0.00068306667,0.0008514788,0.0013272689],"domain_scores_gemma":[0.99834794,0.00055964413,0.00030233242,0.00047110283,0.000022911163,0.00029607798],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015732979,0.00058433885,0.00052091334,0.00009707939,0.000991799,0.0005575226,0.00051556516,0.00017525749,0.0017005381],"category_scores_gemma":[0.000053548665,0.00038644735,0.00029307295,0.00040883134,0.00019411347,0.0010798799,0.0007705671,0.00046783284,0.00011662709],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017166183,0.00035878603,0.9625237,0.000068779154,0.0003661402,0.000011367017,0.004771549,0.00030816827,0.010456667,0.0006747217,0.0011266022,0.01916183],"study_design_scores_gemma":[0.002134528,0.0010158687,0.9791215,0.000033707758,0.00008133826,0.000022529533,0.0060550617,0.0017532238,0.0006876632,0.00040331134,0.008021831,0.00066943036],"about_ca_topic_score_codex":0.0016526439,"about_ca_topic_score_gemma":0.000027265714,"teacher_disagreement_score":0.0184924,"about_ca_system_score_codex":0.0014726577,"about_ca_system_score_gemma":0.00047223386,"threshold_uncertainty_score":0.99985874},"labels":[],"label_agreement":null},{"id":"W2987299426","doi":"10.1016/j.eiar.2019.106320","title":"Methodological pluralism in environmental impact prediction and significance evaluation: A case for standardization?","year":2019,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Standardization; Terminology; Predictability; Management science; Process (computing); Pluralism (philosophy); Discretion; Context (archaeology); Process management; Scrutiny; Computer science; Political science; Risk analysis (engineering); Business; Engineering; Geography; Mathematics","score_opus":0.06651358748007981,"score_gpt":0.4290182377034952,"score_spread":0.3625046502234154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987299426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98634803,0.004657436,0.00095068687,0.00022645686,0.0001730721,0.0059194504,0.0007282684,0.000039498747,0.00095709617],"genre_scores_gemma":[0.9855364,0.009585602,0.0027768232,0.00050572853,0.000059993214,0.000644758,0.0005831045,0.00006146309,0.0002461471],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99537796,0.00088677224,0.0008886815,0.0009813543,0.0011148016,0.0007504354],"domain_scores_gemma":[0.99832875,0.0003215172,0.00040691884,0.000537143,0.0000031866798,0.00040246954],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029442124,0.0006349484,0.0008940257,0.00007869649,0.00024803687,0.0000881399,0.0002488277,0.00020056021,0.019517738],"category_scores_gemma":[0.00005923157,0.0005154829,0.00039711027,0.00022865897,0.00031384907,0.0010676376,0.00032416172,0.00036939912,0.00018049974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006912648,0.00063385867,0.9542568,0.00014477609,0.00012347722,0.00006294855,0.00027432523,0.0024713397,0.013033974,0.000012655401,0.0008838045,0.028032945],"study_design_scores_gemma":[0.0027120372,0.001119217,0.9857789,0.00029195024,0.00027675365,0.0004488291,0.00033041465,0.005041197,0.00016184797,0.00028469705,0.002837538,0.00071657315],"about_ca_topic_score_codex":0.00017387421,"about_ca_topic_score_gemma":0.00001837952,"teacher_disagreement_score":0.031522177,"about_ca_system_score_codex":0.004503759,"about_ca_system_score_gemma":0.000052637333,"threshold_uncertainty_score":0.9997297},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.008497015636689214,"score_gpt":0.2889891104826483,"score_spread":0.2804920948459591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988566548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98689896,0.00010611301,0.00018150026,0.00032592914,0.00004812588,0.0008011223,0.000007310273,0.0000065125737,0.011624411],"genre_scores_gemma":[0.9890898,0.002739977,0.0011928509,0.00029236457,0.00005725079,0.00003823638,0.00000903421,0.00002248917,0.0065580267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998339,0.000092980204,0.00044228078,0.00029051153,0.00037532925,0.000459909],"domain_scores_gemma":[0.9993896,0.000059718463,0.00026612767,0.00010911883,0.0000019663037,0.00017345294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005536297,0.00023181218,0.00029955572,0.00017488157,0.00021923122,0.00010419038,0.00011826196,0.00005944607,0.00011865125],"category_scores_gemma":[0.000005310604,0.00021584256,0.00005548557,0.000091297334,0.0001708767,0.00069307996,0.0005224056,0.00019534926,0.0000054757525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022730604,0.0007257134,0.9510661,0.00049727946,0.00037239684,0.00011716475,0.0025400338,0.0031870478,0.0017171998,0.009808529,0.0006108739,0.029130388],"study_design_scores_gemma":[0.0028431776,0.00075151,0.9651011,0.000067217166,0.00012550397,0.000013532917,0.015547189,0.0010305413,0.00010648739,0.0021862795,0.011917092,0.00031036523],"about_ca_topic_score_codex":0.00007057364,"about_ca_topic_score_gemma":0.000011201495,"teacher_disagreement_score":0.028820023,"about_ca_system_score_codex":0.00055631954,"about_ca_system_score_gemma":0.000004663148,"threshold_uncertainty_score":0.8801805},"labels":[],"label_agreement":null},{"id":"W2989586924","doi":"10.1289/isesisee.2018.p03.3630","title":"Regional Priorization of Contaminants of Interest in Environmental Health Based on Human Biomonitoring Data","year":2018,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de Santé Publique du Québec","funders":"","keywords":"Biomonitoring; Context (archaeology); Environmental health; Percentile; Risk assessment; Prioritization; Population; Human health; Environmental science; Medicine; Computer science; Geography; Statistics; Mathematics; Environmental chemistry; Engineering; Chemistry","score_opus":0.19964773224745028,"score_gpt":0.3806739470105623,"score_spread":0.181026214763112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989586924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981686,0.000006245172,0.00007928773,0.00009929127,0.00009378348,0.00020348674,0.000068098125,0.0000067029823,0.0012745445],"genre_scores_gemma":[0.9994563,0.000020973246,0.00021767528,0.00008389814,0.000042167845,0.0000025297975,0.000119043536,0.000010720705,0.000046697754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867153,0.00006621349,0.00044510418,0.000309876,0.00027323727,0.00023406144],"domain_scores_gemma":[0.99908346,0.00004333717,0.00035574046,0.00041538867,0.0000035392131,0.00009855977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032239757,0.0001371817,0.00021351942,0.000056881585,0.00007326194,0.000010883352,0.00042542207,0.000067837864,0.000535722],"category_scores_gemma":[0.000021441836,0.00013600862,0.000025376463,0.00009548079,0.00047594818,0.00030153102,0.00019822507,0.000107119566,0.000058157682],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008168907,0.0012852966,0.689392,0.000040160026,0.000015452197,0.0000074545515,0.0015282934,0.0011130022,0.28418067,0.00014925009,0.00019915424,0.022007627],"study_design_scores_gemma":[0.00050049607,0.0003758439,0.9823396,0.00014396042,0.0000038847325,4.668551e-7,0.00028386296,0.00027692036,0.01568326,0.000113133094,0.00016331552,0.00011521993],"about_ca_topic_score_codex":0.0011828563,"about_ca_topic_score_gemma":0.000878504,"teacher_disagreement_score":0.29294768,"about_ca_system_score_codex":0.00022273054,"about_ca_system_score_gemma":0.000036810583,"threshold_uncertainty_score":0.586578},"labels":[],"label_agreement":null},{"id":"W2989629356","doi":"10.1289/isesisee.2018.p01.3010","title":"Quantifying Environmental Costs for Sustainable Pavement Management","year":2018,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Greenhouse gas; Environmental science; Criteria air contaminants; Environmental resource management; Pollutant; Environmental impact assessment; Environmental planning; Climate change; Air pollutants; Business; Natural resource economics; Air pollution","score_opus":0.034046504847837195,"score_gpt":0.2995386132703206,"score_spread":0.2654921084224834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989629356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.911901,0.00001528518,0.0008703622,0.00020818356,0.00018166099,0.0010484732,0.000019437932,0.000058480775,0.08569711],"genre_scores_gemma":[0.9868924,0.00005737854,0.0016796419,0.00050793437,0.000110709385,0.00013834186,0.00004499914,0.00003051566,0.010538076],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99783784,0.000034903922,0.00034539017,0.0005088961,0.00046387015,0.00080911117],"domain_scores_gemma":[0.99921936,0.00004377351,0.00015768243,0.00032828306,0.000008378254,0.00024253949],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036987016,0.0002723544,0.0001978277,0.000040065872,0.00050425134,0.00014275461,0.00037509695,0.00009570218,0.004057225],"category_scores_gemma":[0.0000138968035,0.00026903994,0.00009274096,0.000092054026,0.00041255282,0.0006459877,0.0003760563,0.000107607215,0.0018081954],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000989042,0.008260814,0.22268032,0.00058973534,0.0011321353,0.0009056052,0.011704034,0.00627452,0.2643046,0.04275036,0.09627436,0.34413448],"study_design_scores_gemma":[0.0017043063,0.0005884219,0.8696821,0.00005027023,0.0000845789,0.0000060471048,0.0077963616,0.00014420431,0.018932967,0.0029099672,0.09728223,0.0008185588],"about_ca_topic_score_codex":0.00021676761,"about_ca_topic_score_gemma":0.00010331087,"teacher_disagreement_score":0.6470018,"about_ca_system_score_codex":0.0007584367,"about_ca_system_score_gemma":0.000012021086,"threshold_uncertainty_score":0.99997616},"labels":[],"label_agreement":null},{"id":"W2989808813","doi":"10.17269/s41997-019-00269-2","title":"Implementation of the Health Equity Impact Assessment (HEIA) tool in a local public health setting: challenges, facilitators, and impacts","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Barrie Urology Group","funders":"","keywords":"Business; Equity (law); Health impact assessment; Health equity; Public health; Agency (philosophy); Population; Population health; Environmental health; Environmental planning; Environmental resource management; Medicine; Nursing; Geography; Political science","score_opus":0.06619999070829613,"score_gpt":0.3855389074848792,"score_spread":0.31933891677658305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989808813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92938757,0.0010432239,0.00021937143,0.06800794,0.00022685788,0.0006856581,0.00011757516,0.0000041783774,0.00030763046],"genre_scores_gemma":[0.9960263,0.0007378887,0.00024222852,0.0029081544,0.000032629636,0.000004251872,0.000010985795,0.000018610825,0.00001895767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99527836,0.001120078,0.0011261848,0.00026923546,0.000761114,0.0014450476],"domain_scores_gemma":[0.99606955,0.00007537681,0.001157976,0.00029419002,0.000023811384,0.0023790793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008271649,0.00022961736,0.0005727284,0.00021816346,0.00029769578,0.00010055362,0.00042261634,0.00008033007,0.000778637],"category_scores_gemma":[0.000085847554,0.00017667144,0.00013538437,0.00043297675,0.00026937574,0.00086517376,0.00015423023,0.0005111655,0.000008041033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000018858386,0.00005443124,0.7848466,0.000064329026,0.000025478264,0.000001984576,0.0065161046,0.000021556598,0.000012126536,0.00040944002,0.0010916529,0.20695437],"study_design_scores_gemma":[0.000855531,0.0011274088,0.9812515,0.00006490805,0.000001781167,0.00003385995,0.012077567,0.00004884159,0.0000018553494,0.00025719652,0.0041485033,0.00013104286],"about_ca_topic_score_codex":0.14994903,"about_ca_topic_score_gemma":0.26763827,"teacher_disagreement_score":0.20682333,"about_ca_system_score_codex":0.012086417,"about_ca_system_score_gemma":0.012760842,"threshold_uncertainty_score":0.9928359},"labels":[],"label_agreement":null},{"id":"W2990016774","doi":"10.1111/risa.13409","title":"People, Pipelines, and Probabilities: Clarifying Significance and Uncertainty in Environmental Impact Assessments","year":2019,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; National Science Foundation","keywords":"Casual; Construct (python library); Action (physics); Pipeline (software); Environmental impact assessment; Risk analysis (engineering); Actuarial science; Psychology; Environmental resource management; Economics; Computer science; Political science; Business; Law","score_opus":0.006153907944951992,"score_gpt":0.2700266410999765,"score_spread":0.26387273315502446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990016774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99854517,0.00013197999,0.00012270032,0.00003155192,0.000023195787,0.0003662505,0.00007158889,0.000015243404,0.0006923384],"genre_scores_gemma":[0.99815845,0.0008271818,0.00039858848,0.00005627059,0.000012860343,0.000022682625,0.000043577365,0.0000154349,0.00046493846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816465,0.00018073668,0.0003162259,0.0005665898,0.0003838047,0.00038801265],"domain_scores_gemma":[0.9992618,0.00012615754,0.00015913956,0.0002710717,0.0000013207375,0.00018053169],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043375537,0.00025215247,0.00043393538,0.00010789595,0.00014804064,0.00006882332,0.00013632808,0.00011225831,0.0021897135],"category_scores_gemma":[0.000017445644,0.00021700647,0.00013721648,0.00052315224,0.00018481821,0.00040898332,0.00023987364,0.00025421655,0.00009483179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019800993,0.00011976685,0.9824455,0.0000071366603,0.00015996212,0.000001937998,0.0009918219,0.011415892,0.0013177361,0.000003376145,0.000012420338,0.0035046446],"study_design_scores_gemma":[0.0004580546,0.00008375086,0.9743747,0.00000539702,0.00025156807,0.0000011382938,0.0016100154,0.022572178,0.000019537934,0.00029921028,0.00007176426,0.00025269308],"about_ca_topic_score_codex":0.010952019,"about_ca_topic_score_gemma":0.0029491866,"teacher_disagreement_score":0.011156287,"about_ca_system_score_codex":0.00058867334,"about_ca_system_score_gemma":0.000009609019,"threshold_uncertainty_score":0.99872243},"labels":[],"label_agreement":null},{"id":"W2990383342","doi":"","title":"Assessment for sustainable development: Theoretical framework and application to the mining sector","year":2012,"lang":"en","type":"book-chapter","venue":"Cambridge University Engineering Department Publications Database","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Process (computing); Sustainable development; Relation (database); Process management; Key (lock); Decision support system; Engineering; Management science; Computer science; Political science; Data mining","score_opus":0.008041329522246793,"score_gpt":0.2190360845137173,"score_spread":0.21099475499147052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990383342","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0067585604,0.00017903454,0.80235386,0.0017350368,0.0001725479,0.0043232534,0.0012980303,0.0002621342,0.18291752],"genre_scores_gemma":[0.36446005,0.0003276286,0.18197677,0.00089369895,0.0005628356,0.00051089627,0.009392483,0.0002451252,0.4416305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870014,0.000014175626,0.00017499487,0.00042101459,0.00027661814,0.00041303577],"domain_scores_gemma":[0.99888253,0.00016010912,0.0000968077,0.0005070913,0.00002280723,0.00033063942],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031217624,0.00027216278,0.00018011338,0.00010408644,0.000526433,0.000084019186,0.000373837,0.000136187,0.0002691719],"category_scores_gemma":[0.00004747184,0.00026465085,0.00005830271,0.00011489242,0.00014030066,0.00040269535,0.0006730258,0.0002105098,0.00009777379],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007786195,0.00006556207,0.00066493,0.000040068287,0.000076008735,0.000002646956,0.00012020262,0.0002519139,0.00006196164,0.98359346,0.013732268,0.001383182],"study_design_scores_gemma":[0.00015309275,0.00002627413,0.0083289035,0.000026006759,0.00010974006,0.0000028676434,0.00015183592,0.00075793645,0.00002504031,0.000089150526,0.9899752,0.0003539653],"about_ca_topic_score_codex":0.000010020801,"about_ca_topic_score_gemma":0.0000048473717,"teacher_disagreement_score":0.9835043,"about_ca_system_score_codex":0.0011343437,"about_ca_system_score_gemma":0.000046652814,"threshold_uncertainty_score":0.99998057},"labels":[],"label_agreement":null},{"id":"W2990433175","doi":"10.1016/j.evalprogplan.2019.101746","title":"Contribution analysis to analyze the effects of the health impact assessment at the local level: A case of urban revitalization","year":2019,"lang":"en","type":"article","venue":"Evaluation and Program Planning","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science; Valuation (finance); Welfare economics; Humanities; Geography; Business; Economics; Finance; Art","score_opus":0.025208579832251988,"score_gpt":0.420001052295941,"score_spread":0.394792472463689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990433175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959119,0.00023500722,0.0015754835,0.00040666474,0.00005225661,0.001634661,0.000013614623,0.0000057245197,0.00016467975],"genre_scores_gemma":[0.9995696,0.000010167609,0.000077516524,0.00018491369,0.000007894282,0.00004612398,0.000041854262,0.0000042064203,0.00005772683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845207,0.00053958874,0.00022532017,0.00014422959,0.0004917257,0.00014706669],"domain_scores_gemma":[0.99931234,0.00014946105,0.00025986394,0.00020290563,0.000018781957,0.00005664691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016068222,0.000090067944,0.00016638098,0.00002477121,0.00025964534,0.000024767427,0.00009342402,0.00003114916,0.00021303802],"category_scores_gemma":[0.0000743407,0.00004387,0.000100571415,0.0005826521,0.00012041,0.000081190214,0.000118869815,0.00006946703,0.0000045900356],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017501294,0.000066229586,0.93771327,0.00001466816,0.00016023795,6.25032e-7,0.002849354,0.014878801,0.0007575669,0.000024073302,0.00027182273,0.04324583],"study_design_scores_gemma":[0.000309624,0.00034546293,0.96939903,0.00003793369,0.00027390302,0.000005197814,0.0005739217,0.028526137,0.00031840842,0.000030796295,0.00012299826,0.000056592584],"about_ca_topic_score_codex":0.00082462776,"about_ca_topic_score_gemma":0.00023646944,"teacher_disagreement_score":0.043189235,"about_ca_system_score_codex":0.00038800848,"about_ca_system_score_gemma":0.000025820294,"threshold_uncertainty_score":0.23326169},"labels":[],"label_agreement":null},{"id":"W2990476015","doi":"10.1007/s11356-019-06933-x","title":"A toxicity-based analysis of Canada’s National Pollutant Release Inventory (NPRI): a case study in Nova Scotia","year":2019,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Pollutant; Environmental science; Government (linguistics); Ecotoxicity; Risk assessment; Business; Environmental protection; Environmental planning; Toxicity; Geography; Ecology; Chemistry","score_opus":0.035071145160992925,"score_gpt":0.3471635034391561,"score_spread":0.3120923582781632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990476015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958389,0.000017473936,0.0000028160603,0.0002776126,0.000053450804,0.0006126812,0.00006606556,0.0000042973293,0.0031267223],"genre_scores_gemma":[0.9993637,0.0000046973037,0.00003608777,0.00026280744,0.000008282852,0.00000875031,0.000004932285,0.0000076131582,0.00030312056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950954,0.00026884789,0.00034088065,0.00055689446,0.003128947,0.00060904137],"domain_scores_gemma":[0.9992705,0.0000614365,0.00009295521,0.00025591842,0.000009099558,0.00031006915],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031431136,0.00015240052,0.00024051387,0.0005006899,0.00033683775,0.000040339313,0.00032031946,0.000053248008,0.0033662745],"category_scores_gemma":[0.0000741731,0.0001440795,0.000048977716,0.0024031622,0.0013220205,0.00039604458,0.00042331102,0.00026528636,0.00006437214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032040847,0.0007094254,0.95215994,0.0000037108607,0.000031385578,0.00012420543,0.0009087545,0.0042355666,0.041181535,0.000016276397,0.000102513906,0.0004946393],"study_design_scores_gemma":[0.0006331713,0.0002604755,0.98165596,0.000006726732,0.000022068962,0.000014291436,0.0074193478,0.00829722,0.0013849044,0.00002376091,0.00011031061,0.00017174544],"about_ca_topic_score_codex":0.41714233,"about_ca_topic_score_gemma":0.5143612,"teacher_disagreement_score":0.09721885,"about_ca_system_score_codex":0.0035229982,"about_ca_system_score_gemma":0.0005112775,"threshold_uncertainty_score":0.99754477},"labels":[],"label_agreement":null},{"id":"W2991019364","doi":"10.25103/jestr.125.25","title":"A Quantitative Scenario Analysis Method for Ecological Safety Development Trends in Rare Earth Mining Areas","year":2019,"lang":"en","type":"article","venue":"Journal of Engineering Science and Technology Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Jiangxi University of Science and Technology","keywords":"Scenario analysis; Context (archaeology); Environmental science; Process (computing); Environmental resource management; Computer science; Geography; Business","score_opus":0.01692237705320972,"score_gpt":0.31792353554324887,"score_spread":0.30100115849003917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991019364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99010307,0.002778566,0.0056979475,0.0008838073,0.000069333284,0.000211407,0.0000014254285,0.000012002707,0.00024245557],"genre_scores_gemma":[0.80715674,0.0022811466,0.19020067,0.00020563226,0.000005927379,0.000012707662,0.0000012961909,0.0000066809876,0.00012917834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897,0.000016542763,0.0003565602,0.00017836071,0.00024867064,0.00022990082],"domain_scores_gemma":[0.9995895,0.00006531169,0.00017168038,0.00008559606,0.00001967467,0.00006821864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015844188,0.000100062425,0.00040239046,0.0004041559,0.000068449626,0.000013929177,0.00024397513,0.00005813251,0.00014208404],"category_scores_gemma":[0.00019772988,0.000074207375,0.000060203227,0.002245585,0.00013129268,0.00025068986,0.000111966976,0.00014531279,0.000004693481],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032343003,0.00027678875,0.6941591,0.00024624585,0.00027169715,0.00003575557,0.00066536677,0.011329984,0.015929556,0.00082405884,0.000103578655,0.27612555],"study_design_scores_gemma":[0.00072728086,0.000700019,0.9698475,0.0008327731,0.00024261532,0.00007471482,0.00039679388,0.0133991325,0.00057348545,0.000082911494,0.012749181,0.00037358108],"about_ca_topic_score_codex":0.0000020912762,"about_ca_topic_score_gemma":0.00001028538,"teacher_disagreement_score":0.27575198,"about_ca_system_score_codex":0.00019839898,"about_ca_system_score_gemma":0.000032207776,"threshold_uncertainty_score":0.3026089},"labels":[],"label_agreement":null},{"id":"W2991243918","doi":"10.1289/isesisee.2018.s02.01.32","title":"Using Health Impact Assessments to Assess Potential Health Impacts of Local Infrastructure Projects: A Case Study","year":2018,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Intrinsik (Canada)","funders":"","keywords":"Health impact assessment; Environmental planning; Business; Public health; Scope (computer science); Environmental health; Environmental impact assessment; Environmental resource management; Impact assessment; Political science; Geography; Environmental science; Medicine; Computer science; Nursing","score_opus":0.08175595832021451,"score_gpt":0.4272569084439033,"score_spread":0.34550095012368875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991243918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99120706,0.000011588003,0.006070204,0.0001391717,0.0002805428,0.0015583849,0.000091069094,0.00004519106,0.0005968008],"genre_scores_gemma":[0.9963415,0.000008995454,0.0028053022,0.00062859297,0.00011346369,0.00001616538,0.000014755507,0.000042129217,0.000029079449],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99607736,0.0003331892,0.0008996145,0.0006672453,0.0009746464,0.0010479225],"domain_scores_gemma":[0.99762374,0.00003694416,0.00073002576,0.0005335165,0.000048668466,0.0010270845],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00087469147,0.00046106087,0.0006732678,0.0001267889,0.0004890537,0.00014193276,0.00043479507,0.00013125644,0.0011488759],"category_scores_gemma":[0.000034068562,0.00040191182,0.00012604852,0.0004934487,0.00041633658,0.00075555756,0.00045223004,0.00035029335,0.00010467278],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006530042,0.008129979,0.62437755,0.00025991967,0.00069063745,0.0025433034,0.050936766,0.123544976,0.05320203,0.000023011982,0.0041664476,0.13147235],"study_design_scores_gemma":[0.0010897304,0.004456661,0.97065157,0.00010266173,0.000032036936,0.000490404,0.02118425,0.0005613773,0.00087390764,0.0000814908,0.000039147337,0.00043674372],"about_ca_topic_score_codex":0.056033112,"about_ca_topic_score_gemma":0.006126347,"teacher_disagreement_score":0.34627402,"about_ca_system_score_codex":0.0017601805,"about_ca_system_score_gemma":0.00076433964,"threshold_uncertainty_score":0.9998433},"labels":[],"label_agreement":null},{"id":"W2993402961","doi":"","title":"Environmental Pollution from Road Transport System in Ogbomosoland, Southwestern Nigeria","year":2016,"lang":"en","type":"article","venue":"Civil and environmental research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cadmium; Environmental science; Contamination; Environmental chemistry; Pollution; Heavy metals; Pollutant; Environmental engineering; Soil water; Atomic absorption spectroscopy; Zinc; Soil test; Soil contamination; Chemistry; Soil science","score_opus":0.020503645717126016,"score_gpt":0.2737152776621849,"score_spread":0.25321163194505886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993402961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942382,0.00020774406,0.00010130683,0.00016707653,0.000095537536,0.0004289491,0.00042222027,0.00003604378,0.0043028975],"genre_scores_gemma":[0.9976263,0.0007242704,0.00004124831,0.00007720673,0.00009521657,0.00007786883,0.00007676052,0.000048284044,0.0012328633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963423,0.0002982946,0.0004376372,0.0008370002,0.0011420117,0.00094276364],"domain_scores_gemma":[0.99900115,0.00009148477,0.000076245895,0.00039585447,6.2587407e-7,0.00043461885],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006757354,0.00033986347,0.00032856077,0.00009849218,0.00035130925,0.000039108916,0.00034218622,0.00022566754,0.00395307],"category_scores_gemma":[0.000008799681,0.00025924412,0.00009557979,0.00013904333,0.0010892659,0.0005751341,0.00046873686,0.00032886674,0.0018345796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091893206,0.00029418073,0.8211938,0.0000065113163,0.000017800316,0.00006345381,0.00093253277,0.000011883056,0.14488119,0.0000057603015,0.00005300103,0.03244797],"study_design_scores_gemma":[0.0014762221,0.00015188396,0.99064744,0.00007563794,0.00000997929,0.000012044948,0.0033023658,0.000060200487,0.0017677329,0.0002655714,0.001870036,0.00036091008],"about_ca_topic_score_codex":0.0016900668,"about_ca_topic_score_gemma":0.0012438865,"teacher_disagreement_score":0.16945359,"about_ca_system_score_codex":0.001687841,"about_ca_system_score_gemma":0.000009750053,"threshold_uncertainty_score":0.999986},"labels":[],"label_agreement":null},{"id":"W2994847231","doi":"10.20377/cgn-81","title":"Building Resilience in Trans-boundary Social-Ecological Systems: Adaptive Governance in the Lake Champlain Richelieu River Basin","year":2019,"lang":"en","type":"article","venue":"Complexity Governance & Networks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Corporate governance; Ecological resilience; Adaptive capacity; Structural basin; Adaptive management; Psychological resilience; Environmental resource management; Face (sociological concept); Boundary (topology); Ecological systems theory; Complex adaptive system; Politics; Disturbance (geology); Drainage basin; Geography; Environmental planning; Ecology; Environmental science; Sociology; Political science; Business; Climate change; Geology; Social science; Cartography; Law","score_opus":0.02153825655203533,"score_gpt":0.26253464740233123,"score_spread":0.2409963908502959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994847231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98314136,0.0004083048,0.0012416507,0.00067897054,0.00031244667,0.00094677805,0.00008068463,0.000030357642,0.013159471],"genre_scores_gemma":[0.997066,0.00032465026,0.0004311548,0.0010773654,0.00012996056,0.00007312232,0.00000971413,0.000022168586,0.00086584484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966764,0.00051498716,0.00048379248,0.00065300835,0.00082869135,0.00084312784],"domain_scores_gemma":[0.99903786,0.00025063226,0.0002820304,0.0003402157,0.0000049834757,0.000084301166],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009830063,0.00033956295,0.0004869271,0.0000113267915,0.00031308288,0.00009503552,0.0009403856,0.00022302604,0.002043866],"category_scores_gemma":[0.00002679103,0.00028201373,0.00012495591,0.00059726066,0.0008961265,0.0005474862,0.00024025331,0.0007728417,0.00021567206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003160712,0.00113537,0.8544908,0.000036207945,0.000027900154,0.0001558804,0.005557061,0.09243085,0.00019329652,0.02227068,0.0057166736,0.017669166],"study_design_scores_gemma":[0.0007686781,0.00010944817,0.964636,0.000085182626,0.0000062367676,0.000006718751,0.00040512442,0.018628726,0.000002285601,0.0012392851,0.013761777,0.00035049446],"about_ca_topic_score_codex":0.0026654517,"about_ca_topic_score_gemma":0.007990772,"teacher_disagreement_score":0.1101452,"about_ca_system_score_codex":0.0011335614,"about_ca_system_score_gemma":0.000021976437,"threshold_uncertainty_score":0.9999632},"labels":[],"label_agreement":null},{"id":"W2995103811","doi":"10.11575/sppp.v12i0.69534","title":"Energy and Environmental Policy Trends: Demystifying Bill C-69: The Project List","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental policy; Energy (signal processing); Political science; Computer science; Environmental science; Environmental resource management; Statistics; Mathematics","score_opus":0.14491454847199406,"score_gpt":0.5113814545456334,"score_spread":0.3664669060736394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995103811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9724939,0.001747247,0.000028304927,0.00038917866,0.00022001773,0.00035049877,0.00006220374,0.000019891582,0.024688782],"genre_scores_gemma":[0.9878029,0.006109488,0.00006345051,0.00089146267,0.00013692652,0.000034296507,0.000019896375,0.000048499252,0.0048930733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973264,0.00028060836,0.0005411055,0.0005062466,0.00082488655,0.0005207536],"domain_scores_gemma":[0.9986215,0.00016812929,0.00051385997,0.00044544623,0.000003852189,0.0002471851],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006339529,0.00036106785,0.0004868505,0.00027068323,0.00045652458,0.0007179809,0.0017840028,0.00011346215,0.022193449],"category_scores_gemma":[0.00003195435,0.00023562778,0.00016039387,0.0006829187,0.00049176876,0.0021657483,0.0022763223,0.0002729048,0.00006115476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049559465,0.00022267911,0.8237135,0.000009651824,0.00008441618,0.000008763124,0.00052651484,0.00008146734,0.10762238,0.000030140567,0.008923266,0.0587277],"study_design_scores_gemma":[0.0005240307,0.000027164251,0.95035595,0.0000626161,0.000044416687,0.000020440208,0.00074860384,0.00017279295,0.0056403414,0.0016383199,0.04032296,0.00044233998],"about_ca_topic_score_codex":0.014853373,"about_ca_topic_score_gemma":0.00023905677,"teacher_disagreement_score":0.12664251,"about_ca_system_score_codex":0.00043925454,"about_ca_system_score_gemma":0.00003306826,"threshold_uncertainty_score":0.9917068},"labels":[],"label_agreement":null},{"id":"W2995868427","doi":"10.1016/j.eiar.2019.106355","title":"Testing an ex-ante framework for the evaluation of impact assessment laws: Lessons from Canada and Brazil","year":2019,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Lawmaking; Legislature; Ex-ante; Scope (computer science); Parliament; Political science; Process (computing); Impact assessment; Public administration; Law; Environmental planning; Public economics; Law and economics; Economics; Computer science; Politics; Geography","score_opus":0.051365553848756816,"score_gpt":0.4261873528508737,"score_spread":0.37482179900211693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995868427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887202,0.004972724,0.00057174184,0.00052825414,0.00024234946,0.0033361218,0.0005606476,0.000021501224,0.0010464916],"genre_scores_gemma":[0.9887848,0.0038192829,0.005790689,0.00087298796,0.00008150779,0.00020226947,0.00031973206,0.00006972457,0.000059000355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952062,0.0005662014,0.0008012373,0.0007667615,0.0019632948,0.0006963341],"domain_scores_gemma":[0.99691385,0.0009834495,0.00073288975,0.0009556987,0.000013492003,0.00040061507],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020968155,0.0006099604,0.0008295327,0.000028428569,0.0003471119,0.000097029435,0.0005926057,0.00014060082,0.009631032],"category_scores_gemma":[0.00010683093,0.0004192651,0.00030424292,0.00023730673,0.00028656033,0.0008100552,0.00042251812,0.0004382587,0.000040208044],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016962289,0.00043390106,0.9106758,0.00011245877,0.00029902722,0.0000021673493,0.00014574498,0.0013563344,0.010151039,0.000045672004,0.0005356788,0.07622516],"study_design_scores_gemma":[0.0008531676,0.0005264416,0.98912996,0.0005334009,0.00068349816,0.000008350433,0.00036610223,0.0054822993,0.00015854705,0.0012745056,0.0004900287,0.000493669],"about_ca_topic_score_codex":0.17287098,"about_ca_topic_score_gemma":0.013717689,"teacher_disagreement_score":0.1591533,"about_ca_system_score_codex":0.0035801635,"about_ca_system_score_gemma":0.00035867863,"threshold_uncertainty_score":0.9998259},"labels":[],"label_agreement":null},{"id":"W2996993764","doi":"10.14198/ingeo2019.72.01","title":"Aportes y desafíos del Sistema de Evaluación de Impacto Ambiental (SEIA) a la conservación de la biodiversidad en Chile","year":2019,"lang":"es","type":"article","venue":"Investigaciones Geográficas","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Geography; Political science; Humanities; Art","score_opus":0.010651612342795522,"score_gpt":0.2941794643247578,"score_spread":0.28352785198196223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996993764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886493,0.00037606107,0.00004857628,0.0014002229,0.00022356251,0.00086294976,0.0003636092,0.00014261839,0.007933066],"genre_scores_gemma":[0.9945949,0.0005508581,0.0020556045,0.0015790857,0.00014508191,0.000058617086,0.00007301775,0.00008714124,0.0008557384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942476,0.0017359824,0.0006177777,0.0008957593,0.0009730111,0.0015298552],"domain_scores_gemma":[0.99689955,0.0007582844,0.00038820918,0.0006747533,0.00001547684,0.00126375],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019705584,0.00074282,0.00066663657,0.00015209874,0.0005583929,0.00047701207,0.0008748484,0.0007809661,0.003288192],"category_scores_gemma":[0.00025114647,0.00076688523,0.0004368822,0.0004298112,0.0019032598,0.0007358079,0.0007635735,0.00078373763,0.0035597123],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079369056,0.00072681607,0.9034603,0.00013824899,0.00017651699,0.00018443732,0.0043667164,0.00051289145,0.0877051,0.0003832631,0.0010964478,0.0011698473],"study_design_scores_gemma":[0.0013846597,0.00039989056,0.9715,0.00027424007,0.00030723144,0.00040908958,0.0028972002,0.0012636028,0.011134813,0.0011880506,0.0083310325,0.0009102041],"about_ca_topic_score_codex":0.0039066505,"about_ca_topic_score_gemma":0.00007363881,"teacher_disagreement_score":0.07657028,"about_ca_system_score_codex":0.0018595201,"about_ca_system_score_gemma":0.00034581308,"threshold_uncertainty_score":0.9994782},"labels":[],"label_agreement":null},{"id":"W2997055417","doi":"","title":"Collaborative watershed-based decision-making: Understanding land use-related risk to drinking water sources","year":2011,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Watershed; Environmental planning; Land use; Environmental resource management; Water resource management; Environmental science; Geography; Computer science; Engineering","score_opus":0.01698952727590257,"score_gpt":0.23646689063097853,"score_spread":0.21947736335507595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997055417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99351335,0.00001531892,0.0008257577,0.000077340905,0.00022521937,0.0004197223,0.000034417804,0.000035322777,0.004853579],"genre_scores_gemma":[0.99538237,0.000052757026,0.00074569375,0.000041249372,0.00001515992,5.80694e-7,0.0001276339,0.00002995582,0.0036046074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843067,0.00016562335,0.00019223818,0.00036078735,0.0004971978,0.0003534723],"domain_scores_gemma":[0.99911445,0.00015718192,0.00028677666,0.0003077173,0.000015989011,0.00011785401],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027980827,0.00026839258,0.00032048003,0.00010768897,0.00081139,0.000050194667,0.00060035574,0.00023862088,0.002531816],"category_scores_gemma":[0.000023406968,0.00020587054,0.00016658427,0.00030872453,0.0002306891,0.00033803913,0.0002440449,0.0002950596,0.0004137492],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034331349,0.0004982843,0.6979551,0.0000751973,0.0009630848,0.00012073694,0.19543818,0.0136615,0.07921273,0.0001623939,0.0038603197,0.0046193865],"study_design_scores_gemma":[0.0009738214,0.0002735645,0.93309045,0.00024306863,0.00056551804,0.0000012017748,0.0554949,0.0002627451,0.0017850347,0.0051362184,0.0014548767,0.0007185936],"about_ca_topic_score_codex":0.0032618688,"about_ca_topic_score_gemma":0.0070259846,"teacher_disagreement_score":0.2351354,"about_ca_system_score_codex":0.00049311144,"about_ca_system_score_gemma":0.000021248077,"threshold_uncertainty_score":0.99838},"labels":[],"label_agreement":null},{"id":"W2998559681","doi":"10.25035/irj.06.01.02","title":"Urbanization and Population Growth: Projected Impacts of Growth on Ecological Resources in Ontario1","year":2019,"lang":"en","type":"article","venue":"International ResearchScape Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Urbanization; Population growth; Geography; Population; Ecology; Natural resource economics; Economic geography; Environmental science; Economics; Demography; Biology; Sociology","score_opus":0.012118548362196254,"score_gpt":0.29635006228195204,"score_spread":0.28423151391975576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998559681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98906106,0.000007833754,0.0000060338657,0.0005886421,0.0001078878,0.00016772702,0.000004321964,0.00000481035,0.010051662],"genre_scores_gemma":[0.99923366,0.00008799412,0.00014949996,0.00008955229,0.000046752495,0.0000026845787,0.000010905114,0.000007984872,0.00037094354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984143,0.00012827378,0.0002614938,0.00015760605,0.0008391879,0.00019916076],"domain_scores_gemma":[0.9995711,0.00010976658,0.00013338751,0.000053330074,0.000026180622,0.00010625668],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051267224,0.000086559514,0.00011730389,0.0001490813,0.00006139594,0.000063904845,0.00020238869,0.00006679663,0.0025903059],"category_scores_gemma":[0.00034090914,0.00006963675,0.000034799075,0.00016889213,0.00007199088,0.0004184409,0.00014972442,0.00030862945,0.000074010335],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012270069,0.00019830476,0.99119043,0.0000037940276,0.000012473802,0.00000922666,0.00037864002,0.000083540894,0.0067931795,0.0002698053,0.00019020062,0.0007476737],"study_design_scores_gemma":[0.0005869073,0.00031067978,0.9950478,0.00003704288,0.0000019306406,0.00001655644,0.00010810133,0.00042182833,0.00039797116,0.0029285015,0.00007399893,0.00006868828],"about_ca_topic_score_codex":0.0016500461,"about_ca_topic_score_gemma":0.00057793583,"teacher_disagreement_score":0.010172602,"about_ca_system_score_codex":0.0006244099,"about_ca_system_score_gemma":0.000015872944,"threshold_uncertainty_score":0.9983215},"labels":[],"label_agreement":null},{"id":"W2999099692","doi":"10.3390/su12020631","title":"Sustainability Ranking of Desalination Plants Using Mamdani Fuzzy Logic Inference Systems","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Desalination; Sustainability; Water desalination; Ranking (information retrieval); Adaptability; Flexibility (engineering); Fuzzy logic; Fuzzy inference system; Engineering; Adaptive neuro fuzzy inference system; Environmental economics; Computer science; Fuzzy control system; Mathematics; Artificial intelligence; Ecology; Economics","score_opus":0.02994246417186682,"score_gpt":0.31772485818678237,"score_spread":0.28778239401491557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999099692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99205196,0.000037075934,0.005060932,0.0006705197,0.00009437864,0.00094678276,0.000018908042,0.000055201912,0.0010642305],"genre_scores_gemma":[0.9994567,0.000006058117,0.00029871677,0.00010971783,0.000039608156,0.000018473253,0.000009904926,0.00001465943,0.000046182104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976778,0.00033993134,0.00049408583,0.0004759806,0.00054464507,0.00046754183],"domain_scores_gemma":[0.99901897,0.000118994925,0.0002489209,0.0003106878,0.000089285255,0.0002131636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007034242,0.00022138548,0.0003489659,0.000025209041,0.00020640035,0.00004159948,0.00030705042,0.0001323264,0.00019723098],"category_scores_gemma":[0.0011590215,0.00020987364,0.00010154493,0.0003343343,0.00049231714,0.0004930357,0.0004102191,0.00019658142,0.000011761692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010030811,0.00028135465,0.9648277,0.00045080768,0.000017921995,0.000015961316,0.0032330735,0.023785364,0.0024960015,0.0018185481,0.00003225209,0.0029407083],"study_design_scores_gemma":[0.0009641344,0.00039751758,0.8951152,0.000026268617,0.000055291835,0.0000042298307,0.016415065,0.016439911,0.0015221963,0.06800539,0.00044253952,0.0006122386],"about_ca_topic_score_codex":0.0024196247,"about_ca_topic_score_gemma":0.000018883346,"teacher_disagreement_score":0.06971248,"about_ca_system_score_codex":0.0033292316,"about_ca_system_score_gemma":0.0001553886,"threshold_uncertainty_score":0.87058246},"labels":[],"label_agreement":null},{"id":"W2999306705","doi":"","title":"Looking Up, Down, and Sideways: Reconceiving Cumulative Effects Assessment as a Mindset","year":2016,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mindset; Context (archaeology); Citizen journalism; Cumulative effects; Public relations; Psychology; Engineering ethics; Political science; Sociology; Environmental ethics; Epistemology; Engineering; Law; History","score_opus":0.010980146177208078,"score_gpt":0.277042927188674,"score_spread":0.26606278101146597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999306705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95053744,0.00006015414,0.00026276664,0.00043274605,0.00030915826,0.00039949446,0.000014847454,0.000062238614,0.04792115],"genre_scores_gemma":[0.9922794,0.00006358532,0.0011335934,0.0011043749,0.00010464503,0.000055347715,0.000004936487,0.000031999625,0.005222129],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791527,0.00018495448,0.0002913401,0.0005543429,0.0005097415,0.00054433005],"domain_scores_gemma":[0.99879867,0.00031922193,0.00015752988,0.00030540288,0.000005071049,0.0004141141],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037032212,0.00029372098,0.0002935313,0.00002514697,0.00038048418,0.000112888934,0.0002326717,0.00012937495,0.0035836138],"category_scores_gemma":[0.00009559687,0.00021614126,0.00008638714,0.00011721065,0.00040970862,0.0009530812,0.0004074406,0.0002073286,0.0013093277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057181165,0.0002663632,0.7560374,0.00004555411,0.00015129647,0.000100691424,0.0016142149,0.000037757258,0.17029428,0.0037827324,0.0029033488,0.06470917],"study_design_scores_gemma":[0.0032758752,0.0006087197,0.9263726,0.00044984606,0.000093613264,0.000034327833,0.000636162,0.00008566153,0.026890913,0.018232217,0.022183312,0.0011367626],"about_ca_topic_score_codex":0.0016224812,"about_ca_topic_score_gemma":0.0005578939,"teacher_disagreement_score":0.17033519,"about_ca_system_score_codex":0.0006343096,"about_ca_system_score_gemma":0.000020090018,"threshold_uncertainty_score":0.99946827},"labels":[],"label_agreement":null},{"id":"W2999380544","doi":"10.1061/9780784482650.015","title":"A Methodology for Climate Risk Assessments for First Nations Communities","year":2019,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Context (archaeology); Environmental resource management; Climate change; Asset (computer security); Mohawk; Environmental planning; Risk management; Business; Corporation; Asset management; Political science; Geography; Computer science; Environmental science; Library science; Finance; Computer security","score_opus":0.08046836287592245,"score_gpt":0.39068479332501893,"score_spread":0.31021643044909647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999380544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90787387,0.00000750134,0.03786581,0.00025360298,0.0003470413,0.0016145929,0.00029967603,0.000056171837,0.051681742],"genre_scores_gemma":[0.91714853,0.000113113696,0.07873893,0.00034576425,0.000024112007,0.00033033156,0.00008715906,0.000020274887,0.003191774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909,0.000104666855,0.0001775793,0.00015644167,0.0001355144,0.0003357794],"domain_scores_gemma":[0.9982801,0.001344816,0.000103366874,0.00020377952,0.000004792957,0.00006315553],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056438573,0.00012253874,0.00017503799,0.000029137473,0.00063153886,0.000031898166,0.00022032607,0.0000729157,0.0028937159],"category_scores_gemma":[0.000046077355,0.00010816105,0.000110648405,0.0000747045,0.00009989127,0.00025523952,0.00018991707,0.000072056275,0.00029898132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007463941,0.00029475044,0.9849291,0.00006681675,0.00008081278,1.1449226e-7,0.0013950038,0.00083255186,0.0012721077,0.0058839316,0.0020002425,0.003169954],"study_design_scores_gemma":[0.0061601405,0.002095048,0.75362444,0.000041792733,0.00024713905,0.0000041376484,0.017681567,0.016181173,0.0026618666,0.027491925,0.17265183,0.0011589237],"about_ca_topic_score_codex":0.00075110095,"about_ca_topic_score_gemma":0.0035593987,"teacher_disagreement_score":0.23130462,"about_ca_system_score_codex":0.00017855929,"about_ca_system_score_gemma":0.000005103412,"threshold_uncertainty_score":0.9980178},"labels":[],"label_agreement":null},{"id":"W3002972897","doi":"10.1139/cjes-2019-0119","title":"Using geographic information systems to make transparent and weighted decisions on pit development: incorporation of interactive economic, environmental, and social factors","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"World Wildlife Fund Canada; Simon Fraser University; University of Toronto","funders":"","keywords":"Geographic information system; Population; Environmental resource management; Analytic hierarchy process; Natural resource; Geography; Environmental planning; Environmental science; Operations research; Engineering; Ecology; Cartography","score_opus":0.050370642093844585,"score_gpt":0.2579942792469466,"score_spread":0.20762363715310203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002972897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990707,0.00001528399,0.00022826383,0.00022005504,0.00008339886,0.00011596854,0.000036456477,0.0000010976446,0.00022877763],"genre_scores_gemma":[0.99925566,0.000010888578,0.0005392343,0.00017231336,0.0000138464175,6.219801e-7,0.0000028871223,0.0000025650763,0.0000019732868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992192,0.00003637721,0.0002970873,0.000095665564,0.00020906507,0.00014260413],"domain_scores_gemma":[0.9993434,0.000036034322,0.00023164245,0.00002308206,0.0000031097281,0.00036272127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018417226,0.0000884496,0.00014128993,0.00012649552,0.0003270882,0.00008795304,0.00010743108,0.000032692315,0.00016292809],"category_scores_gemma":[0.000010139177,0.00007484881,0.000024306486,0.00007759993,0.000286216,0.0006587531,0.000022797674,0.00007178867,0.0000113295455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019016017,0.000014445672,0.97572714,0.000005089458,0.000022968246,0.0000027691492,0.0152132595,0.0022779847,0.002782514,0.00011683408,0.000017343069,0.0038006525],"study_design_scores_gemma":[0.0001897736,0.00029841586,0.98991925,0.000033409564,0.000011361406,0.0000049397763,0.005865395,0.00092113717,0.0010920345,0.000052453564,0.0014824253,0.00012938245],"about_ca_topic_score_codex":0.0011682529,"about_ca_topic_score_gemma":0.0030424625,"teacher_disagreement_score":0.014192148,"about_ca_system_score_codex":0.00005870942,"about_ca_system_score_gemma":0.00008687277,"threshold_uncertainty_score":0.30522457},"labels":[],"label_agreement":null},{"id":"W3004233575","doi":"10.1016/j.marpolbul.2019.110613","title":"The tip of the iceberg: Three case studies of spill risk assessments used in environmental impact statements","year":2020,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Environmental impact statement; Grey literature; Work (physics); Environmental impact assessment; Environmental planning; The arctic; Risk assessment; Environmental resource management; Offshore drilling; Risk analysis (engineering); Submarine pipeline; Risk management; Environmental science; Business; Engineering; Computer science; Oceanography; Geology; Ecology; Political science; MEDLINE","score_opus":0.02729413386940933,"score_gpt":0.3287389315715099,"score_spread":0.3014447977021006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004233575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99690735,0.00005949059,0.000031298645,0.0014007486,0.000096637414,0.00050037156,0.00012431083,0.00000887657,0.0008709168],"genre_scores_gemma":[0.9991714,0.00023940053,0.00014576514,0.00017889988,0.000021725433,0.000020190852,0.000006497209,0.00001726519,0.00019885878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800116,0.00028245818,0.00054760935,0.00026393548,0.0005718451,0.0003330229],"domain_scores_gemma":[0.9990324,0.00010326749,0.00045858964,0.00029688756,0.000003218107,0.000105635896],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004899789,0.00022075119,0.00028158794,0.00001850104,0.00028144947,0.000015103797,0.00033995,0.000055168122,0.0018023325],"category_scores_gemma":[0.00008327586,0.00013414904,0.00016181235,0.0002127572,0.00060322764,0.00009318119,0.0010844866,0.00022628954,0.00009521755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007902611,0.00018847246,0.9887377,0.000009549831,0.0001030166,0.000024433652,0.00065563206,0.001006484,0.0033498085,0.000015195199,0.0006079063,0.0052227853],"study_design_scores_gemma":[0.0011015675,0.00027531257,0.9931557,0.000011493773,0.00005135893,0.000013922036,0.001431922,0.0003537712,0.0015829101,0.0003776906,0.001484136,0.00016019732],"about_ca_topic_score_codex":0.003277056,"about_ca_topic_score_gemma":0.00097337406,"teacher_disagreement_score":0.005062588,"about_ca_system_score_codex":0.00050225784,"about_ca_system_score_gemma":0.000012198325,"threshold_uncertainty_score":0.99911016},"labels":[],"label_agreement":null},{"id":"W3006331155","doi":"10.1139/facets-2019-0039","title":"Indigenous knowledge and federal environmental assessments in Canada: applying past lessons to the 2019 impact assessment act","year":2020,"lang":"en","type":"article","venue":"FACETS","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Raincoast Conservation Foundation; University of Guelph; University of Victoria","funders":"","keywords":"Indigenous; Government (linguistics); Traditional knowledge; Political science; Resource (disambiguation); Indigenous rights; Public relations; Environmental impact assessment; Environmental ethics; Sociology; Public administration; Law; Ecology","score_opus":0.019551430775951593,"score_gpt":0.30902027181241876,"score_spread":0.28946884103646714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006331155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99402004,0.00010892304,0.00011267828,0.0019822496,0.00012273461,0.001030493,0.0001501995,0.000017283435,0.0024553658],"genre_scores_gemma":[0.9976132,0.0000802339,0.00027216773,0.001566231,0.000072757735,0.00009251048,0.00004967202,0.000032641976,0.00022058794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977863,0.00015674997,0.00030064548,0.0005084708,0.0005597349,0.0006881302],"domain_scores_gemma":[0.9990993,0.000055854103,0.00009673495,0.00022310324,0.0000011763452,0.0005238276],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020527876,0.00032924282,0.0003062455,0.000019935951,0.00040888495,0.00009858369,0.00040161092,0.00006883099,0.00078691135],"category_scores_gemma":[0.0000066270595,0.00025327897,0.00006267936,0.00020821008,0.00008248611,0.00027653886,0.00070986326,0.00037822797,0.0002934016],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015773629,0.0001309698,0.96118724,0.0000039539536,0.000032542535,0.000019102075,0.0028421036,0.0011334767,0.0057082386,0.0000018403869,0.004728569,0.024196167],"study_design_scores_gemma":[0.0004978425,0.00015714571,0.99086344,0.000009109807,0.000011442212,0.0000053390468,0.001223707,0.0005219059,0.00017223485,0.0000131476345,0.0062189875,0.00030571414],"about_ca_topic_score_codex":0.3401867,"about_ca_topic_score_gemma":0.3621744,"teacher_disagreement_score":0.029676162,"about_ca_system_score_codex":0.0034488768,"about_ca_system_score_gemma":0.0002136845,"threshold_uncertainty_score":0.99999195},"labels":[],"label_agreement":null},{"id":"W3007301750","doi":"10.5751/es-11368-250117","title":"A comparison of sustainability objectives: how well does the Canadian Fisheries Research Network framework compare with fisheries, forestry, and aquaculture certification schemes?","year":2020,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sustainability; Certification; Aquaculture; Fisheries management; Business; Fishery; Fisheries science; Environmental resource management; Fisheries Research; Fisheries law; Fishing; Fish <Actinopterygii>; Ecology; Environmental science; Economics; Management","score_opus":0.03320410097718745,"score_gpt":0.3140678480295334,"score_spread":0.28086374705234596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007301750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9749177,0.00005720818,0.00004948175,0.02354923,0.000024424697,0.00040250053,0.000010585163,0.000009420282,0.0009794526],"genre_scores_gemma":[0.9984583,0.00005562295,0.00071107224,0.00054147805,0.00004167974,0.000033020224,0.000012189264,0.0000065369095,0.0001400457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998912,0.00019243192,0.00011021166,0.00025472676,0.00017887843,0.00035175178],"domain_scores_gemma":[0.9994407,0.00017960407,0.00006824897,0.0001208489,0.000019872403,0.00017069626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031718754,0.000109262466,0.00018903137,0.0000033515694,0.0010624502,0.00006487819,0.0001377078,0.00016963981,0.00020194343],"category_scores_gemma":[0.00007553342,0.000066460074,0.000032691478,0.00018960929,0.0021701462,0.0001529385,0.00015486169,0.00046181248,0.0000017836195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002323025,0.000031841988,0.9747045,0.00002750009,0.00003057878,6.01562e-7,0.016756458,0.000044885513,0.00001446771,0.00028610183,0.007916955,0.0001628449],"study_design_scores_gemma":[0.000118888274,0.00016083605,0.9337618,0.0000047628973,0.000013528139,5.358503e-7,0.050466925,0.00038738857,0.00004967447,0.0022005697,0.012750901,0.00008421689],"about_ca_topic_score_codex":0.008775422,"about_ca_topic_score_gemma":0.1260181,"teacher_disagreement_score":0.11724268,"about_ca_system_score_codex":0.00025812254,"about_ca_system_score_gemma":0.00006508668,"threshold_uncertainty_score":0.9978252},"labels":[],"label_agreement":null},{"id":"W3007667872","doi":"10.7717/peerj.8171","title":"Holistic Environmental Approaches and Aichi Biodiversity Targets: accomplishments and perspectives for marine ecosystems","year":2020,"lang":"en","type":"article","venue":"PeerJ","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Fisheries and Oceans Canada; Université du Québec à Rimouski","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Institut Nordique De Recherche En Environnement Et En Santé Au Travail","keywords":"Biodiversity; Ecosystem; Environmental resource management; Marine ecosystem; Environmental planning; Geography; Ecology; Environmental science; Biology","score_opus":0.0656336930985387,"score_gpt":0.24390885642447752,"score_spread":0.17827516332593882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007667872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959087,0.00016535092,0.00021302942,0.001354172,0.000044591307,0.00044220354,0.00022668677,0.000028034068,0.0016172256],"genre_scores_gemma":[0.9982967,0.0000883594,0.0010047627,0.00030106536,0.00005342381,0.000018582936,0.00006351847,0.000009731145,0.00016389415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990302,0.000029378216,0.000116917516,0.00039873822,0.00019246845,0.00023233549],"domain_scores_gemma":[0.9995923,0.000032100546,0.00005878364,0.00008232771,8.0824753e-7,0.00023366093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000084270105,0.00016735987,0.00018771665,0.000011610129,0.00026160534,0.000053764616,0.00011480087,0.00005152858,0.0005645268],"category_scores_gemma":[0.000018227289,0.00016074463,0.0000435623,0.000037797385,0.0002561492,0.00026653448,0.0005147357,0.00007945721,0.00007785347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059283928,0.00017872905,0.98184115,0.000037521404,0.000055827717,0.0000038454737,0.005848476,0.000020285972,0.004024214,0.000062396895,0.001816731,0.006051544],"study_design_scores_gemma":[0.0010289074,0.00020860069,0.98286235,0.0000030509889,0.00005750824,0.0000049959062,0.008206054,0.0016378213,0.00031369863,0.00035329562,0.005021433,0.00030227276],"about_ca_topic_score_codex":0.00016383895,"about_ca_topic_score_gemma":0.000022694949,"teacher_disagreement_score":0.0057492713,"about_ca_system_score_codex":0.0001406061,"about_ca_system_score_gemma":0.0000019749077,"threshold_uncertainty_score":0.6554976},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3008501154","doi":"10.2196/17138","title":"Investigating Health Impacts of Natural Resource Extraction Projects in Burkina Faso, Ghana, Mozambique, and Tanzania: Protocol for a Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Direktion für Entwicklung und Zusammenarbeit; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Population health; Focus group; Natural resource; Social determinants of health; Tanzania; Health policy; Public health; Health promotion; Corporate governance; Community health; Environmental resource management; Business; Population; Environmental health; Economic growth; Environmental planning; Geography; Political science; Medicine; Nursing; Economics; Marketing","score_opus":0.22163940266992324,"score_gpt":0.5843624897083521,"score_spread":0.3627230870384289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008501154","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11048563,0.0000010381042,0.00008495689,0.0007942398,0.0000023782743,0.8883093,0.000006303987,0.000028409484,0.0002877451],"genre_scores_gemma":[0.12676397,9.906713e-8,0.007431684,0.0001651346,0.00003814915,0.8655103,0.0000028561385,0.000030279309,0.000057538295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951503,0.0020691326,0.000578961,0.000581845,0.0008862362,0.00073352345],"domain_scores_gemma":[0.9987023,0.0003307018,0.0002916241,0.00023501986,0.00002117724,0.00041918203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004097808,0.00022153817,0.00039690812,0.00009947576,0.00030031585,0.00009242236,0.00031946425,0.00010311309,0.00006243115],"category_scores_gemma":[0.000620476,0.00019175335,0.000054263455,0.0007934455,0.0003438995,0.00048032438,0.00055954535,0.000705995,0.0000055648834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017462006,0.004997137,0.56314397,0.003239082,0.000054168348,0.000021391512,0.04292369,0.000054160868,0.24247205,0.00006048567,0.009658795,0.13162889],"study_design_scores_gemma":[0.012986686,0.018591585,0.877012,0.0016998654,0.000004235587,0.0000068206614,0.023946326,0.0029728315,0.036533054,0.00086347095,0.024701325,0.00068176526],"about_ca_topic_score_codex":0.0010884323,"about_ca_topic_score_gemma":0.00040921912,"teacher_disagreement_score":0.31386808,"about_ca_system_score_codex":0.0005271996,"about_ca_system_score_gemma":0.000116505296,"threshold_uncertainty_score":0.78194743},"labels":[],"label_agreement":null},{"id":"W3009705508","doi":"","title":"Adapting to Climate Change at the Local Level: Maintaining Climate Action in Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Action (physics); Geography; Environmental resource management; Climatology; Environmental science; Geology; Oceanography","score_opus":0.05123640505669688,"score_gpt":0.2795646328477421,"score_spread":0.2283282277910452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009705508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96421885,0.0000061093256,0.0000062443974,0.00055900903,0.00033302658,0.00027471624,0.0000107028,0.000025506055,0.034565818],"genre_scores_gemma":[0.9974828,0.000011946757,0.0003191954,0.0017308855,0.00013200959,0.000031198593,0.000010666505,0.000025548174,0.00025575532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978682,0.00007705403,0.00034193046,0.00036256108,0.0004921915,0.00085809134],"domain_scores_gemma":[0.9993169,0.00010498332,0.0001671907,0.00020427571,0.0000050447516,0.00020163112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083086756,0.00020661336,0.00016346925,0.00002273645,0.0006064137,0.000047950176,0.00023611994,0.00007695926,0.00026428836],"category_scores_gemma":[0.000049756913,0.0001738933,0.000036413883,0.00014415335,0.00014884063,0.000246682,0.0005230851,0.00028595285,0.00046575515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004263314,0.00003680608,0.9807149,0.0000051920547,0.000006386269,0.000037181268,0.0031623587,0.003666729,0.0014860139,0.000004366967,0.00051227637,0.010325111],"study_design_scores_gemma":[0.0001853033,0.000071798255,0.99194115,0.00008205523,0.000008521327,0.000007525646,0.0026773128,0.00018723894,0.0008746669,0.000015407913,0.0037264326,0.00022260495],"about_ca_topic_score_codex":0.9949303,"about_ca_topic_score_gemma":0.99985534,"teacher_disagreement_score":0.03431006,"about_ca_system_score_codex":0.0030683784,"about_ca_system_score_gemma":0.000042534888,"threshold_uncertainty_score":0.80237025},"labels":[],"label_agreement":null},{"id":"W3011649291","doi":"10.21083/ruralreview.v2i1.6067","title":"Management of Rural Onsite Wastewater Systems for Protecting Natural Environment and Human Health","year":2018,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Environmental planning; Business; Legislation; Human health; Wastewater; Rural area; Management system; Environmental resource management; Risk analysis (engineering); Engineering; Operations management; Waste management; Environmental science; Environmental health; Law; Political science; Medicine","score_opus":0.022276334297327702,"score_gpt":0.31164080413945683,"score_spread":0.2893644698421291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011649291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916505,0.005288322,0.000025583644,0.0005133761,0.000112438574,0.0016242937,0.000006682214,0.000023045048,0.0007557463],"genre_scores_gemma":[0.99146444,0.0019642448,0.0019094521,0.00044657852,0.00009832031,0.00013421393,0.00008128561,0.000023867693,0.0038775916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981737,0.00007568807,0.00061230536,0.00022999836,0.00034369036,0.00056463364],"domain_scores_gemma":[0.99928457,0.00002322791,0.00031734395,0.00016221529,0.0000051832517,0.00020746155],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005643569,0.00032577137,0.0004968477,0.000050723305,0.00071122404,0.000054422188,0.00015700127,0.00005621723,0.00010293116],"category_scores_gemma":[0.0000052024857,0.0002575054,0.0000645377,0.000094365736,0.0002275492,0.00024794284,0.00027765718,0.00017765963,0.000030575233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002440198,0.0003560859,0.7031759,0.0086688595,0.000867857,0.000021403739,0.049791902,0.00005366053,0.007089181,0.0020449539,0.0061184047,0.22156776],"study_design_scores_gemma":[0.0015416043,0.0006031812,0.8946104,0.009274268,0.00011676584,0.00005984225,0.0043674577,0.00002833615,0.00077397353,0.00025151545,0.08737986,0.0009927703],"about_ca_topic_score_codex":0.012577449,"about_ca_topic_score_gemma":0.0006890557,"teacher_disagreement_score":0.22057499,"about_ca_system_score_codex":0.00078771106,"about_ca_system_score_gemma":0.000035559882,"threshold_uncertainty_score":0.9999877},"labels":[],"label_agreement":null},{"id":"W3011896494","doi":"10.1111/csp2.166","title":"Extirpation despite regulation? Environmental assessment and caribou","year":2020,"lang":"en","type":"article","venue":"Conservation Science and Practice","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Legislature; Public involvement; Uncertainty; State (computer science); Environmental planning; Environmental resource management; Political science; Environmental protection; Business; Geography; Environmental science; Law; Public relations","score_opus":0.0419856080821797,"score_gpt":0.340599296635015,"score_spread":0.29861368855283527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011896494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97126806,0.000031672716,0.001600922,0.018785115,0.000052569474,0.00023416158,0.0000070120527,0.0000238612,0.007996646],"genre_scores_gemma":[0.98427,0.0001327042,0.0048325406,0.010641908,0.000028185903,0.000010444017,0.0000093134195,0.00000600974,0.00006890702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985481,0.00010124125,0.00017081488,0.00035877377,0.0006443449,0.00017672557],"domain_scores_gemma":[0.99931157,0.00020076986,0.00014408886,0.00010612951,0.000011630585,0.0002258178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008932886,0.000105152336,0.00008798995,0.00002159796,0.0005521261,0.00017424552,0.0001102702,0.00003843646,0.00041280573],"category_scores_gemma":[0.00037913534,0.00010232202,0.000011121636,0.00030791434,0.00075507537,0.0029087458,0.00022769877,0.000100855716,0.000058137237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053488366,0.00009789524,0.72848934,0.0000073841625,0.00000887896,0.000004876714,0.004714936,0.00006421533,0.22503917,0.0008547132,0.001447825,0.039217263],"study_design_scores_gemma":[0.00025706462,0.000096342425,0.96754533,0.0000025666077,0.00002115304,0.000012553883,0.0010287808,0.005520595,0.0004996806,0.00026881133,0.024606753,0.0001403728],"about_ca_topic_score_codex":0.00016812254,"about_ca_topic_score_gemma":0.000007858088,"teacher_disagreement_score":0.23905598,"about_ca_system_score_codex":0.00020398857,"about_ca_system_score_gemma":0.00004221594,"threshold_uncertainty_score":0.45199335},"labels":[],"label_agreement":null},{"id":"W3012080886","doi":"","title":"Cooperative Environmental Assessments:Their Increasing Role in Oil and Gas Projects","year":2001,"lang":"en","type":"article","venue":"Dalhousie law journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fossil fuel; Environmental law; Environmental planning; Business; Environmental science; Natural resource economics; Petroleum engineering; Environmental protection; Political science; Economics; Engineering; Law; Waste management","score_opus":0.012464701645400759,"score_gpt":0.26039234058547894,"score_spread":0.2479276389400782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012080886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9433869,0.00011421888,0.000022757371,0.00023010946,0.00008963603,0.000081277496,0.000012106722,0.000017608221,0.05604537],"genre_scores_gemma":[0.9965671,0.001474536,0.00064213463,0.00058730587,0.0001061039,0.0000110931405,0.000011282559,0.000031512787,0.00056897505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981085,0.0002758411,0.00033729436,0.00031686603,0.00042271754,0.0005387704],"domain_scores_gemma":[0.99937785,0.000054821176,0.00014044096,0.00014135748,0.0000020216428,0.00028349293],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005333332,0.00026481308,0.0002565763,0.000043476575,0.00060150697,0.00017176471,0.00020532416,0.00010184984,0.0015397818],"category_scores_gemma":[0.00001155199,0.00022682949,0.000057718964,0.00014643505,0.0003757513,0.00093398633,0.00029213575,0.0004696374,0.0001064253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014310761,0.0007438717,0.8023922,0.000004237591,0.000047461745,0.0003364656,0.0037220973,0.00023541284,0.05232245,0.00011655011,0.000074835574,0.13986132],"study_design_scores_gemma":[0.004748492,0.0008137534,0.92703646,0.00013961915,0.00006086264,0.0032277221,0.014510024,0.001886923,0.0025530204,0.003345775,0.04037467,0.001302664],"about_ca_topic_score_codex":0.001460182,"about_ca_topic_score_gemma":0.0015539589,"teacher_disagreement_score":0.13855864,"about_ca_system_score_codex":0.00057014206,"about_ca_system_score_gemma":0.000013232091,"threshold_uncertainty_score":0.99937296},"labels":[],"label_agreement":null},{"id":"W3012108224","doi":"10.21083/ruralreview.v3i1.6005","title":"Exploring Attitudes Towards Water Collaboration for Source Water Protection Between First Nations and Ontario Municipalities","year":2019,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Work (physics); Indigenous; Political science; Environmental planning; Variety (cybernetics); Water security; Public administration; Environmental resource management; Business; Public relations; Geography; Water resources; Engineering; Ecology; Economics","score_opus":0.07201033628985189,"score_gpt":0.3043058022764814,"score_spread":0.23229546598662953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012108224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965902,0.00023123328,0.000014660943,0.0011510317,0.000085538086,0.0010676814,0.000004040591,0.000027235457,0.0008283692],"genre_scores_gemma":[0.98189723,0.00050408265,0.00043058186,0.00025927823,0.00006961311,0.00028165936,0.00020799621,0.000016485234,0.016333072],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881506,0.00003060898,0.00032267842,0.0002028993,0.00023461273,0.0003941456],"domain_scores_gemma":[0.999684,0.000028285902,0.000063326814,0.00009818296,0.000008901908,0.00011729961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002801855,0.0002310573,0.0002987018,0.000059815084,0.0006564043,0.000112079564,0.00009555292,0.000058654827,0.00036534754],"category_scores_gemma":[0.000012767871,0.00015406033,0.000042587177,0.00007492278,0.000059990274,0.0008044586,0.00015662509,0.00013866383,0.00009479966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032328953,0.000033695538,0.8602956,0.00067279104,0.00009518952,7.384385e-7,0.123243056,0.000075133044,0.0010350976,0.000056984853,0.00015908443,0.0143002905],"study_design_scores_gemma":[0.0004461762,0.000104947045,0.7636892,0.0010152784,0.000047989866,0.000004391112,0.0013804006,0.000003824035,0.002131315,0.00008174988,0.23069757,0.00039713783],"about_ca_topic_score_codex":0.15926531,"about_ca_topic_score_gemma":0.264172,"teacher_disagreement_score":0.23053849,"about_ca_system_score_codex":0.0011789383,"about_ca_system_score_gemma":0.00006608177,"threshold_uncertainty_score":0.8463332},"labels":[],"label_agreement":null},{"id":"W3013806421","doi":"10.1002/9781119434016.ch5","title":"Sustainable Impact Assessment","year":2020,"lang":"en","type":"other","venue":"Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Sustainability; Stakeholder; Environmental impact assessment; Impact assessment; Business; Environmental planning; Process (computing); Social impact assessment; Corporate governance; Environmental resource management; Sustainable development; Stakeholder engagement; Environmental economics; Process management; Computer science; Economics; Political science; Geography","score_opus":0.005793099856524594,"score_gpt":0.3071277314540808,"score_spread":0.3013346315975562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013806421","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033804672,0.00006746675,0.00023380523,0.00093440386,0.00012986916,0.0016185394,0.00004945133,0.00036573323,0.99322027],"genre_scores_gemma":[0.16566846,0.00003195174,0.00053150544,0.000269129,0.00020999524,0.00009658355,0.000084502164,0.00043215282,0.8326757],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971171,0.00021087231,0.00028990392,0.00077980047,0.0006668277,0.00093546906],"domain_scores_gemma":[0.99859357,0.00003190335,0.00023085342,0.00066041836,0.000013112629,0.0004701707],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030837633,0.00052937743,0.0005417664,0.000057275738,0.00016811454,0.00008182268,0.0004986578,0.00036016793,0.08792145],"category_scores_gemma":[0.00015920712,0.00046145445,0.00031495377,0.00037116845,0.0004777447,0.00018511446,0.00096671993,0.00049593917,0.00073771033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014023269,0.00029754674,0.16057335,0.00019191572,0.00007889416,0.00014205238,0.00029727636,0.000041071184,0.000013337484,0.0004893323,0.83552104,0.0023401733],"study_design_scores_gemma":[0.00038859347,0.00024004825,0.16778709,0.000011244548,0.000059436665,0.0000020976015,0.0013969541,0.0000357403,0.0000063073917,0.007341014,0.82207423,0.00065722346],"about_ca_topic_score_codex":0.015017893,"about_ca_topic_score_gemma":0.0001791077,"teacher_disagreement_score":0.162288,"about_ca_system_score_codex":0.0081799105,"about_ca_system_score_gemma":0.00030462557,"threshold_uncertainty_score":0.9997837},"labels":[],"label_agreement":null},{"id":"W3015809402","doi":"10.5864/d2020-002","title":"Health impact assessment—insights from the experience of Québec","year":2020,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Health impact assessment; Institutionalisation; Context (archaeology); Political science; Public health; Public administration; Impact assessment; Environmental planning; Perspective (graphical); Urban planning; Public policy; Economic growth; Geography; Regional science; Medicine; Engineering; Economics; Nursing; Law","score_opus":0.03308384365192772,"score_gpt":0.3708324796953167,"score_spread":0.33774863604338895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015809402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77673656,0.15503918,0.00040435785,0.06231273,0.00019324396,0.0029493882,0.00033017015,0.000077644734,0.0019567234],"genre_scores_gemma":[0.89055246,0.062459424,0.0005699682,0.04609147,0.00007342547,0.00005490435,0.00010425762,0.00003365918,0.000060430586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966465,0.00054075854,0.00090309675,0.000543686,0.00084535114,0.0005205546],"domain_scores_gemma":[0.99798834,0.0001254113,0.000676988,0.0005061558,9.3404725e-7,0.00070217],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028707302,0.00035315435,0.00078020646,0.000007900159,0.00042298168,0.000016367332,0.00063143217,0.000051058596,0.008084814],"category_scores_gemma":[0.00002132194,0.00023605528,0.0002751288,0.00023293085,0.00049327133,0.00031699787,0.00044574207,0.00033657273,0.00069175445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033672186,0.0007932849,0.77675474,0.00057488447,0.0001065787,0.000008281599,0.018581428,0.000088838235,0.0019594403,0.000032342192,0.049219932,0.15184659],"study_design_scores_gemma":[0.0004444262,0.0006478486,0.9205036,0.0005505832,0.000025714273,0.0000040053824,0.0010645146,0.00010542521,0.00007449306,0.000048714595,0.07619922,0.00033144976],"about_ca_topic_score_codex":0.0423105,"about_ca_topic_score_gemma":0.0014582163,"teacher_disagreement_score":0.15151514,"about_ca_system_score_codex":0.0015383029,"about_ca_system_score_gemma":0.00015410918,"threshold_uncertainty_score":0.99282193},"labels":[],"label_agreement":null},{"id":"W3016074064","doi":"","title":"Communicating Climate Change Science to Stakeholders for Assessments of Impact and Adaptation: Experiences at the Municipal Level in Canada","year":2004,"lang":"en","type":"article","venue":"AGUFM","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Climate change adaptation; Adaptation (eye); Environmental planning; Environmental resource management; Political science; Geography; Environmental science; Psychology; Geology","score_opus":0.20778391960342307,"score_gpt":0.3722042061968679,"score_spread":0.16442028659344482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016074064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99854046,0.000039997292,0.00001958768,0.00027844732,0.000043509106,0.00038840383,0.0000359128,0.0000024846856,0.0006511748],"genre_scores_gemma":[0.9981171,0.000035681256,0.0014025688,0.00030293275,0.000005630385,0.0001126449,0.0000032249045,0.0000057025327,0.000014520926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989806,0.000026538515,0.00017849593,0.00016558796,0.00033482976,0.00031397067],"domain_scores_gemma":[0.99953717,0.00006292807,0.000090434834,0.00020435583,0.0000035463784,0.000101547485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036347585,0.00009050404,0.00010960875,0.000018571662,0.00034280625,0.000020036467,0.00034370946,0.00001511393,0.000067614135],"category_scores_gemma":[0.000023328106,0.00006608894,0.000019491024,0.00023286234,0.00037043056,0.00029961008,0.00042438015,0.000051328665,0.0000023575142],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007438586,0.00017831234,0.7499098,0.000019363686,0.00001709993,0.0000043596488,0.1602211,0.023176337,0.019355532,0.00011902475,0.000033961805,0.046890706],"study_design_scores_gemma":[0.0005162996,0.00016844105,0.92111224,0.00003535369,0.000005460828,0.000001838693,0.073874705,0.0023025663,0.0016611675,0.00008472736,0.00008699433,0.0001502084],"about_ca_topic_score_codex":0.82417095,"about_ca_topic_score_gemma":0.89836377,"teacher_disagreement_score":0.1712024,"about_ca_system_score_codex":0.0014278102,"about_ca_system_score_gemma":0.00008675059,"threshold_uncertainty_score":0.3733674},"labels":[],"label_agreement":null},{"id":"W3016191548","doi":"","title":"Building the System: Follow-up, monitoring & adaptive management","year":2020,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Political science; Research council; Sociology; Environmental planning; Public administration; Environmental resource management; Library science; Engineering ethics; Engineering; Geography; Social science; Computer science; Environmental science","score_opus":0.027147029688920327,"score_gpt":0.2615998988507304,"score_spread":0.23445286916181005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016191548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7814877,0.000021680773,0.008112441,0.0010448137,0.00044378286,0.0004494062,0.0000022558884,0.0001426421,0.20829526],"genre_scores_gemma":[0.99330676,0.000011291045,0.0046168636,0.00038782042,0.000107553744,0.000024143274,3.7554824e-7,0.000012513338,0.0015326879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990161,0.00004085687,0.00012851438,0.00021807979,0.00035750208,0.00023895904],"domain_scores_gemma":[0.9996798,0.00001817483,0.000042208165,0.00012880254,9.138018e-7,0.0001300971],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010105066,0.00011900619,0.00009532744,0.00000513868,0.00028274045,0.000042445008,0.00028521914,0.000027237626,0.0004679357],"category_scores_gemma":[0.000002964891,0.00007921226,0.00006357618,0.00014563308,0.00007238255,0.00018280785,0.00041191568,0.000092588256,0.0008471162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024387441,0.00029774592,0.6796582,0.00015151718,0.00074758,0.0002308734,0.015177362,0.00744384,0.08743807,0.04765628,0.018199962,0.14275472],"study_design_scores_gemma":[0.0024076172,0.00042060076,0.8908151,0.00011416037,0.00027166275,0.000009761466,0.05571866,0.008411548,0.019426728,0.00093487697,0.020276578,0.0011927364],"about_ca_topic_score_codex":0.00020315745,"about_ca_topic_score_gemma":0.0000031615727,"teacher_disagreement_score":0.21181902,"about_ca_system_score_codex":0.00026274574,"about_ca_system_score_gemma":0.0000012289963,"threshold_uncertainty_score":0.99993086},"labels":[],"label_agreement":null},{"id":"W3018853292","doi":"10.1002/eap.2146","title":"Using Indigenous and Western knowledge systems for environmental risk assessment","year":2020,"lang":"en","type":"article","venue":"Ecological Applications","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Indigenous; Ecology; Traditional knowledge; Geography; Risk assessment; Environmental resource management; Environmental protection; Environmental science; Biology; Computer science","score_opus":0.04374448591244377,"score_gpt":0.3259746543695334,"score_spread":0.2822301684570896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018853292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95519286,0.00013155935,0.04020792,0.0001672791,0.000035115685,0.0017292689,0.00016481018,0.00005209849,0.0023190957],"genre_scores_gemma":[0.9947682,0.00014154498,0.003836149,0.0002744259,0.00010195467,0.0006307538,0.00003322641,0.000014912803,0.00019880397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989618,0.000063712956,0.00021907873,0.00036628288,0.00012764795,0.00026149562],"domain_scores_gemma":[0.9994171,0.0001024502,0.000115532224,0.00011340072,0.0000014744377,0.000250019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013151571,0.00014717403,0.00017943802,0.000008450529,0.0005056128,0.00005193925,0.00016488193,0.000096982716,0.0002860239],"category_scores_gemma":[0.000007948582,0.00012861476,0.00005168419,0.000078224046,0.00019800557,0.00012408712,0.00025756683,0.0001312174,0.00021104446],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008385749,0.00073316,0.9816788,0.0000161233,0.00003284813,0.0000010950515,0.0009165675,0.0013351999,0.0072314553,0.00010383402,0.00017006975,0.00777245],"study_design_scores_gemma":[0.00049963384,0.00031349456,0.94427586,0.000001977479,0.00006832654,0.0000041418925,0.0005214354,0.009084226,0.00005003937,0.00041144033,0.04449395,0.00027550422],"about_ca_topic_score_codex":0.000028521245,"about_ca_topic_score_gemma":0.0000075596367,"teacher_disagreement_score":0.044323884,"about_ca_system_score_codex":0.00029822494,"about_ca_system_score_gemma":0.000008418204,"threshold_uncertainty_score":0.5244758},"labels":[],"label_agreement":null},{"id":"W3023349548","doi":"10.2196/17323","title":"Intersectoral Cooperation in 12 European Case Studies Aiming for Better Health, Environmental Sustainability, and Health Equity: Protocol for a Qualitative Evaluation","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Focus group; Thematic analysis; Sustainability; Public relations; Qualitative research; Equity (law); Business; Qualitative property; Knowledge management; Process management; Marketing; Political science; Sociology; Computer science","score_opus":0.7009257225120702,"score_gpt":0.7085606286676062,"score_spread":0.00763490615553597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023349548","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014743838,0.000001747078,0.0004658928,0.0102240965,0.000003263123,0.9744008,0.000045380573,0.000018250845,0.0000967404],"genre_scores_gemma":[0.123087086,3.3835877e-7,0.00090499374,0.0009247428,0.00006538404,0.87492394,0.000021795924,0.00002830196,0.000043385462],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9952357,0.0022893043,0.0005287632,0.0005754707,0.0006754376,0.0006953195],"domain_scores_gemma":[0.9991308,0.0002230041,0.0001696057,0.00015405109,0.000028283577,0.0002942981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008679357,0.00019295729,0.00029478752,0.000055578697,0.00062513835,0.000115454226,0.00016604892,0.000045545956,0.00013703239],"category_scores_gemma":[0.00029422142,0.00017457512,0.00005295797,0.00015235976,0.0004412303,0.00050061604,0.0006824991,0.0002713254,0.000012624588],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027694725,0.0025150173,0.04764811,0.00645691,0.00008948185,0.00008312784,0.36600873,0.00032863225,0.0035205348,0.00020288696,0.026272703,0.5441044],"study_design_scores_gemma":[0.07395037,0.08458011,0.10732765,0.0038278224,0.000022586137,0.000095432035,0.47180447,0.028663268,0.0016614184,0.025178809,0.19979846,0.0030895905],"about_ca_topic_score_codex":0.00021004937,"about_ca_topic_score_gemma":0.0005769777,"teacher_disagreement_score":0.5410148,"about_ca_system_score_codex":0.003450163,"about_ca_system_score_gemma":0.00013421339,"threshold_uncertainty_score":0.90220565},"labels":[],"label_agreement":null},{"id":"W3024735470","doi":"","title":"A Canadian first for Chinook facility.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chinook wind; Architecture; Architectural engineering; Engineering; Business; Civil engineering; Environmental resource management; Operations management; Geography; Environmental science; Archaeology; Fishery; Fish <Actinopterygii>","score_opus":0.02208813353597455,"score_gpt":0.2359664806470563,"score_spread":0.21387834711108175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024735470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8771445,0.000007099697,0.000041788626,0.0036645758,0.00027626753,0.0011071531,0.0001615887,0.000018969791,0.11757804],"genre_scores_gemma":[0.99025303,0.000005463241,0.00007354432,0.00033125517,0.000040764353,0.0008579444,0.000009686741,0.000005860341,0.008422466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918824,0.000006934292,0.00007700493,0.00017386761,0.00012026045,0.00043371427],"domain_scores_gemma":[0.9992935,0.000011837823,0.000047820544,0.00029139317,9.694097e-7,0.0003544907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001583408,0.00008246346,0.00008046786,0.0000099973695,0.00093613635,0.000104378,0.00032896665,0.000047103553,0.00051606813],"category_scores_gemma":[0.00006543041,0.00007696688,0.000053627024,0.000013340044,0.00013044217,0.00027352545,0.00010330253,0.000045952176,0.00026593704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004979321,0.00002752784,0.89373624,0.0000031197555,0.000009310664,0.0000022431784,0.00013618631,0.000009036759,0.000010415547,0.000025780222,0.0050843847,0.10095076],"study_design_scores_gemma":[0.00018483316,0.0000060063835,0.8784822,5.0985153e-7,0.0000048509596,4.3516118e-7,0.000015889536,0.000011069828,0.00006265252,0.00045346114,0.12068853,0.00008955175],"about_ca_topic_score_codex":0.15744613,"about_ca_topic_score_gemma":0.42093408,"teacher_disagreement_score":0.26348794,"about_ca_system_score_codex":0.000566747,"about_ca_system_score_gemma":0.0000073604174,"threshold_uncertainty_score":0.8481645},"labels":[],"label_agreement":null},{"id":"W3025811644","doi":"10.18584/iipj.2020.11.2.10713","title":"Development of an UNDRIP Compliance Assessment Tool: How a Performance Framework Could Improve State Compliance","year":2020,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Declaration; Indigenous; Human rights; Compliance (psychology); Corporate governance; Government (linguistics); Political science; Business; Psychology; Law; Social psychology","score_opus":0.05758105973932185,"score_gpt":0.35717223355337635,"score_spread":0.2995911738140545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025811644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870751,0.000011152443,0.007923668,0.0015393277,0.00030614925,0.00023281177,0.0000661572,0.000025433597,0.0028201959],"genre_scores_gemma":[0.94957644,0.000076671095,0.047931816,0.0016698117,0.00036042868,0.000011717715,0.000017762293,0.00002790519,0.00032744434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975945,0.000059765884,0.00051878026,0.00029385297,0.0010482428,0.0004848896],"domain_scores_gemma":[0.9988758,0.000038002025,0.0005223873,0.00016026967,0.000038369155,0.0003651538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028561184,0.00024452503,0.0002625176,0.000057173675,0.00047623497,0.00018735621,0.00085859053,0.000084454834,0.0005814232],"category_scores_gemma":[0.000043614695,0.00023287753,0.00008811312,0.00019942473,0.00020210909,0.00083009794,0.0002713122,0.00057249214,0.00012863206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033313385,0.0019195699,0.4926076,0.00011512863,0.0006527607,0.00012378347,0.071613014,0.006496415,0.107715555,0.0006487857,0.0005284564,0.31724578],"study_design_scores_gemma":[0.0013357186,0.00077887176,0.95666295,0.00019714877,0.000023185332,0.00012920923,0.0014024504,0.0060323146,0.01455935,0.002461479,0.015611259,0.00080603064],"about_ca_topic_score_codex":0.00010238847,"about_ca_topic_score_gemma":0.000027161199,"teacher_disagreement_score":0.4640554,"about_ca_system_score_codex":0.0012464329,"about_ca_system_score_gemma":0.0002586058,"threshold_uncertainty_score":0.949647},"labels":[],"label_agreement":null},{"id":"W3026702012","doi":"","title":"Introduction to EIA follow-up","year":2012,"lang":"en","type":"article","venue":"Murdoch Research Repository (Murdoch University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; European union; Government (linguistics); Environmental planning; Political science; European community; Process (computing); State (computer science); Impact assessment; Action (physics); Environmental policy; Public administration; Environmental impact statement; Business; Environmental protection; Environmental resource management; Geography; International trade; Law; Economics; Computer science","score_opus":0.03242354400252557,"score_gpt":0.29787905679951393,"score_spread":0.26545551279698837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026702012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82830507,0.000023194132,0.00017776243,0.0009050053,0.0009504252,0.0004156191,0.0000040777404,0.00007016291,0.16914867],"genre_scores_gemma":[0.8405542,0.00002045827,0.0003973119,0.000070239505,0.0010894843,0.000005759078,0.000008535085,0.00002445458,0.1578296],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99629456,0.0005370435,0.00019217568,0.0005508753,0.0012384744,0.0011868614],"domain_scores_gemma":[0.9983348,0.000082585524,0.000059674247,0.00056436507,0.00003422379,0.00092434406],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00087157846,0.00021984718,0.00020519299,0.00027687082,0.0011063603,0.00009605768,0.00061351294,0.00014500842,0.0022695882],"category_scores_gemma":[0.000087595035,0.00023451341,0.00012186497,0.0013050532,0.00041691383,0.0012564944,0.0008928164,0.0004999232,0.0038954623],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041311514,0.0010152372,0.41419715,0.000027575994,0.00012671843,0.00019056619,0.004744675,0.00019899539,0.36109486,0.0029182553,0.20760015,0.00747271],"study_design_scores_gemma":[0.00068068487,0.0003054159,0.2148298,0.000014015642,0.000030187455,0.000029662582,0.0026983656,0.000027102265,0.024368593,0.000077883145,0.75649273,0.00044555773],"about_ca_topic_score_codex":0.0013945544,"about_ca_topic_score_gemma":0.00007276625,"teacher_disagreement_score":0.5488926,"about_ca_system_score_codex":0.0021290537,"about_ca_system_score_gemma":0.000036417056,"threshold_uncertainty_score":0.99864244},"labels":[],"label_agreement":null},{"id":"W3027694720","doi":"10.1111/risa.13505","title":"Toward a Commonly Shared Public Policy Perspective for Analyzing Risk Coping Strategies","year":2020,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Lee Kuan Yew School of Public Policy, National University of Singapore; Government of Jiangsu Province; Erasmus Universiteit Rotterdam; National University of Singapore","keywords":"Coping (psychology); Risk analysis (engineering); Management science; Conceptual framework; Public policy; Perspective (graphical); Risk management; Psychology; Knowledge management; Computer science; Sociology; Political science; Business; Engineering; Social science; Artificial intelligence","score_opus":0.03532318846674287,"score_gpt":0.31572031333869705,"score_spread":0.2803971248719542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027694720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9096641,0.00020285122,0.07547396,0.0061808173,0.000028174056,0.0004341043,0.00056893437,0.0001267156,0.0073203677],"genre_scores_gemma":[0.996843,0.0003012394,0.0021476063,0.00039882326,0.00012965748,0.000029603798,0.000060479666,0.000019320294,0.000070259695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832535,0.00016632436,0.00027227637,0.0004713195,0.00033361564,0.00043109123],"domain_scores_gemma":[0.9990854,0.000097396754,0.00027715572,0.0002094808,0.000014192199,0.0003163628],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002321462,0.00021546034,0.0004085405,0.00012068411,0.0005045843,0.00026142702,0.00033679497,0.000077397504,0.0010881529],"category_scores_gemma":[0.00021348892,0.00020153406,0.00050208176,0.0017332655,0.00016555868,0.00065257854,0.00021577343,0.00020427225,0.00014301848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024874877,0.000094528245,0.9741109,0.0000065364734,0.0015819683,0.0000029549576,0.010905988,0.009019745,0.00031822757,0.0007233306,0.0004840059,0.0027269262],"study_design_scores_gemma":[0.000973841,0.00023520736,0.9201182,0.000005016303,0.0032835943,5.6023856e-7,0.030261246,0.03491719,0.00014170459,0.007163544,0.0021948116,0.000705094],"about_ca_topic_score_codex":0.01564835,"about_ca_topic_score_gemma":0.0016438215,"teacher_disagreement_score":0.08717893,"about_ca_system_score_codex":0.0008384705,"about_ca_system_score_gemma":0.000059035432,"threshold_uncertainty_score":0.999825},"labels":[],"label_agreement":null},{"id":"W3027934181","doi":"10.3390/ijerph17103633","title":"Community Health Impacts of the Trident Copper Mine Project in Northwestern Zambia: Results from Repeated Cross-Sectional Surveys","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"First Quantum Minerals (Canada)","funders":"","keywords":"Environmental health; Health impact assessment; Underweight; Cross-sectional study; Malaria; Psychological intervention; Medicine; Geography; Health indicator; Public health; Population; Nursing","score_opus":0.13669086307019676,"score_gpt":0.43197422761963267,"score_spread":0.29528336454943593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027934181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884824,0.00014125087,0.0000148660065,0.009939514,0.0001677607,0.00032149826,0.00073826197,0.00000343572,0.00019099511],"genre_scores_gemma":[0.9977375,0.0008716138,0.0000749642,0.0010226219,0.00011059304,0.000003327885,0.000098157194,0.0000135740165,0.00006762154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99372417,0.0024528443,0.0011241119,0.00024074898,0.0019785918,0.00047952545],"domain_scores_gemma":[0.998149,0.0003695013,0.0007006303,0.00019596938,0.000026308173,0.0005586336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065182894,0.00014924805,0.00029966552,0.000114925795,0.00028977988,0.00011310139,0.00078845414,0.000073635376,0.00024703328],"category_scores_gemma":[0.00047842506,0.000112895636,0.00010022468,0.0002775809,0.00066481536,0.00055168994,0.0007482183,0.0010470889,0.000012202557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024091815,0.00092787965,0.98886365,0.0000074751715,0.00004931616,0.000010301098,0.003347049,0.000042699303,0.0011969636,0.0000018198574,0.00058067887,0.0047312654],"study_design_scores_gemma":[0.0020038304,0.00090299605,0.99432826,0.000039885632,8.8217274e-7,0.000019648365,0.0015110328,0.000049253853,0.00011052187,0.000088522065,0.00087005284,0.000075100776],"about_ca_topic_score_codex":0.05762602,"about_ca_topic_score_gemma":0.010216659,"teacher_disagreement_score":0.04740936,"about_ca_system_score_codex":0.0017779879,"about_ca_system_score_gemma":0.00031815792,"threshold_uncertainty_score":0.94864935},"labels":[],"label_agreement":null},{"id":"W3028976108","doi":"10.1017/s000842392000027x","title":"Throughput Legitimacy and the Duty to Consult: The Limits of the Law to Produce Quality Interactions in British Columbia's EA Process","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Legitimacy; Indigenous; Transparency (behavior); Negotiation; Law; Duty; Political science; Accountability; Perspective (graphical); Computer science; Politics; Ecology","score_opus":0.034619569003383574,"score_gpt":0.33434644896559595,"score_spread":0.29972687996221237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028976108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9431839,0.00000932645,0.0000125813685,0.053174127,0.00011623684,0.00031063257,0.000024800194,0.0000012223147,0.0031671878],"genre_scores_gemma":[0.9879052,0.000001056078,0.00005366998,0.011905133,0.0000496817,0.000005382778,6.708503e-8,0.000003604889,0.000076176446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849236,0.00013771486,0.00030101245,0.00017064733,0.00042956296,0.00046869862],"domain_scores_gemma":[0.99858785,0.00014633953,0.000089741254,0.00013340295,0.000029909872,0.0010127351],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00090856664,0.000060322076,0.00014957212,0.000010934109,0.00050287746,0.00026062495,0.00071806693,0.00001546486,0.00016068923],"category_scores_gemma":[0.0015024802,0.000042922755,0.000042767908,0.0005941375,0.0032090002,0.0003409216,0.00012386519,0.00024286745,0.0000092707105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032023217,0.000103210004,0.92884904,0.00002037054,0.000015604623,0.000030087695,0.020100383,0.00037609687,0.003083848,0.04182576,0.0022224507,0.003341102],"study_design_scores_gemma":[0.00022729878,0.000047989663,0.9934656,0.000036356665,0.0000073746714,0.00003677858,0.002917669,0.00002543523,0.0004024916,0.0018159328,0.0009481703,0.00006888288],"about_ca_topic_score_codex":0.44234085,"about_ca_topic_score_gemma":0.77403736,"teacher_disagreement_score":0.3316965,"about_ca_system_score_codex":0.0003668462,"about_ca_system_score_gemma":0.00034496482,"threshold_uncertainty_score":0.9995037},"labels":[],"label_agreement":null},{"id":"W3034849197","doi":"","title":"Exigences relatives à la qualification du personnel [ressource électronique] / Centre d'expertise en analyse environnementale du Québec","year":2009,"lang":"fr","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Computer science","score_opus":0.008633214879735398,"score_gpt":0.25482442662965027,"score_spread":0.24619121174991487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034849197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9267328,0.0021402743,0.0014889712,0.028934756,0.00018409723,0.00049028924,0.000048696296,0.000099725636,0.0398804],"genre_scores_gemma":[0.95808214,0.0028760482,0.0011047977,0.000934972,0.00025227587,0.000015137926,0.00004490035,0.000034483248,0.036655273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962227,0.0009795866,0.0005533137,0.000760268,0.0006784286,0.0008057107],"domain_scores_gemma":[0.9986815,0.00021982593,0.00028249438,0.00038310006,0.000006531962,0.00042654757],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00058859837,0.000511636,0.000388572,0.000062056846,0.0008822845,0.00015859475,0.0005007574,0.00030857106,0.023575068],"category_scores_gemma":[0.000073979114,0.0004842719,0.00027485465,0.0002751881,0.0011361107,0.0011170882,0.00017286457,0.00037299152,0.002169036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011048712,0.0043562995,0.5931545,0.00002794215,0.00026672537,0.00006956254,0.20978622,0.0010335996,0.07096821,0.0034761133,0.012160946,0.10458939],"study_design_scores_gemma":[0.0011857161,0.0005976045,0.8403383,0.000094104056,0.00025601042,0.00003662416,0.08846815,0.0056245225,0.010411148,0.00062566303,0.051105823,0.001256326],"about_ca_topic_score_codex":0.057191696,"about_ca_topic_score_gemma":0.010673047,"teacher_disagreement_score":0.2471838,"about_ca_system_score_codex":0.0025785225,"about_ca_system_score_gemma":0.00007307318,"threshold_uncertainty_score":0.99976087},"labels":[],"label_agreement":null},{"id":"W3035335957","doi":"10.1017/9781108675321.014","title":"Human Rights Impact Assessment: Trade Agreements and Indigenous Rights","year":2020,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Human rights; Indigenous; Political science; International human rights law; Impact assessment; Indigenous rights; Reservation of rights; International trade; Business; Right to property; Law","score_opus":0.015926974164399345,"score_gpt":0.23693775192408079,"score_spread":0.22101077775968145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035335957","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07303295,0.000022440427,0.00002288899,0.000012167912,0.00009366364,0.00070888794,0.00033699552,0.00008891217,0.9256811],"genre_scores_gemma":[0.2818628,0.00001578605,0.00009227698,0.00008174119,0.000092683855,0.0000012775749,0.00013558294,0.000047551246,0.7176703],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977004,0.00007311049,0.00027623898,0.0007970785,0.00065978826,0.0004933992],"domain_scores_gemma":[0.99863505,0.000023277713,0.00031943637,0.00040715435,0.000004666291,0.0006103932],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008126529,0.00064595015,0.0005716705,0.000074447125,0.001076561,0.00008997053,0.00056265993,0.00041698944,0.00021122511],"category_scores_gemma":[6.811188e-7,0.00064211636,0.00027536982,0.000015031939,0.0006241768,0.0002834885,0.00081763556,0.0006649994,0.000075751166],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041808668,0.0009850633,0.009796262,0.0004223488,0.005144475,0.008651772,0.00766146,0.00006629856,0.008343046,0.7754048,0.17694743,0.0061589396],"study_design_scores_gemma":[0.002538399,0.00080796384,0.043257203,0.0001535964,0.0008313461,0.00003853709,0.00007093103,0.00004157405,0.00040805244,0.00067287724,0.9490846,0.0020949563],"about_ca_topic_score_codex":0.0034645994,"about_ca_topic_score_gemma":0.00006730035,"teacher_disagreement_score":0.77473193,"about_ca_system_score_codex":0.0012697383,"about_ca_system_score_gemma":0.000023661656,"threshold_uncertainty_score":0.99960303},"labels":[],"label_agreement":null},{"id":"W3036143499","doi":"","title":"New Brunswick Centre - Centre Projects Grant Report","year":2008,"lang":"en","type":"article","venue":"JRASC","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Public administration; Library science; Computer science","score_opus":0.017028988370697194,"score_gpt":0.24504879967559837,"score_spread":0.22801981130490118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036143499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9382486,0.000024884643,0.00008683171,0.0008378548,0.0002672173,0.00027135824,0.000002389047,0.000076459044,0.06018442],"genre_scores_gemma":[0.9143612,0.0000612945,0.0017603157,0.00040257577,0.00015229182,0.000001442772,0.000023818504,0.000024598112,0.08321248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845433,0.00003756493,0.00022785796,0.00034753443,0.0005061869,0.0004264937],"domain_scores_gemma":[0.9992976,0.000014425746,0.00010320138,0.00028576382,0.0000023058665,0.0002966584],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008352259,0.0001773561,0.00016651126,0.000015890857,0.00023737458,0.000018236971,0.00018230328,0.000082491846,0.006127095],"category_scores_gemma":[0.000022422122,0.00015610179,0.000098094046,0.000165436,0.00012777782,0.00026821904,0.00017091961,0.00013348769,0.002344631],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009666191,0.0001540741,0.92861265,0.0000031119812,0.000015482638,0.0006373494,0.0020121227,0.000021159487,0.0017645768,0.000036027464,0.06400102,0.0027327721],"study_design_scores_gemma":[0.00053819356,0.000037388916,0.91751546,0.000010714764,0.000016859016,0.00018728693,0.00039451028,0.000022032045,0.0022026242,0.00017185329,0.07860855,0.00029450958],"about_ca_topic_score_codex":0.0075928024,"about_ca_topic_score_gemma":0.0013218671,"teacher_disagreement_score":0.023887401,"about_ca_system_score_codex":0.00027171188,"about_ca_system_score_gemma":0.000075077056,"threshold_uncertainty_score":0.99901575},"labels":[],"label_agreement":null},{"id":"W3037005733","doi":"10.11575/prism/37943","title":"Beyond participation and distribution: a scoping review to advance a comprehensive justice framework for impact assessment","year":2020,"lang":"en","type":"review","venue":"PRISM (University of Calgary)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic Justice; Distribution (mathematics); Political science; Sociology; Management science; Economics; Law","score_opus":0.03415376594946433,"score_gpt":0.36615636572481075,"score_spread":0.3320025997753464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037005733","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007479524,0.73579216,0.26098365,0.0002277907,0.000065241446,0.0024592746,0.000030153198,0.000018149169,0.00034876342],"genre_scores_gemma":[0.000017996137,0.9429078,0.056609694,0.00019736102,0.000016075646,0.000016106076,0.0001718436,0.000015818461,0.000047312773],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867994,0.000116728595,0.00025681555,0.0004020235,0.0002854502,0.0002590616],"domain_scores_gemma":[0.9989133,0.00020935069,0.0003616591,0.00019978985,0.0000101221585,0.00030581033],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011138762,0.00026566477,0.0010462864,0.0000196598,0.00023791756,0.000014762394,0.00023567211,0.0001446285,0.00030299684],"category_scores_gemma":[0.000061343606,0.00027594322,0.00028258484,0.00023075339,0.00014616676,0.00021820448,0.00040714722,0.00022074491,0.000044259326],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011008553,0.000058749836,0.00005640588,0.020488558,0.00007021053,0.00000863021,0.00018474525,0.000001062483,0.0000013655673,0.00018249277,0.000829331,0.97810745],"study_design_scores_gemma":[0.0005266771,0.00066191953,0.004671529,0.12364433,0.0043090405,0.00000637993,0.00008264334,0.0005098758,7.627311e-7,0.00090012397,0.86376506,0.0009216583],"about_ca_topic_score_codex":0.00007125423,"about_ca_topic_score_gemma":0.0000038462736,"teacher_disagreement_score":0.9771858,"about_ca_system_score_codex":0.0005450952,"about_ca_system_score_gemma":0.00007057698,"threshold_uncertainty_score":0.9999693},"labels":[],"label_agreement":null},{"id":"W3038239545","doi":"10.53910/26531313-e200471424-426217","title":"Urban sustainability and public awareness: The role of the National Round Table on the Environment and the Economy in Canada","year":2004,"lang":"en","type":"article","venue":"Ekistics and the new habitat","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public administration; Treasury; Political science; Government (linguistics); Commission; Politics; Public service; Sustainability; Decentralization; Management; Economics; Law","score_opus":0.0061198107361123836,"score_gpt":0.20284122497657028,"score_spread":0.1967214142404579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038239545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662102,0.00030561376,0.000020354852,0.026389077,0.00004191,0.00056336523,0.000018959614,0.0000015661183,0.0064489874],"genre_scores_gemma":[0.9984638,0.0000941361,0.0000080730915,0.001141517,0.000024332428,0.00002814054,0.0000012072032,0.0000057796005,0.00023300556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903446,0.00016190842,0.00016738047,0.00015963212,0.00028259243,0.00019402395],"domain_scores_gemma":[0.9991315,0.0005259984,0.00009083516,0.00019122256,0.000004177818,0.00005624442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061806996,0.00011746379,0.00012634258,0.000005500413,0.00052901736,0.00007902794,0.00025560654,0.000024782139,0.00004675156],"category_scores_gemma":[0.0001188138,0.00004520531,0.000026508607,0.00006822071,0.0013658274,0.00008073762,0.0003166922,0.0001586918,0.0000013827641],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007662613,0.00011276451,0.7825526,0.000009166463,0.00005014271,7.682674e-7,0.0031706244,0.0023514733,0.000035159777,0.2086711,0.000924706,0.0020448763],"study_design_scores_gemma":[0.0018937937,0.00003164795,0.6086554,0.000007969097,0.000026376221,0.0000030022788,0.0060435347,0.0011610293,0.00006399376,0.36406106,0.01792818,0.00012399441],"about_ca_topic_score_codex":0.33426574,"about_ca_topic_score_gemma":0.2081968,"teacher_disagreement_score":0.17389719,"about_ca_system_score_codex":0.00065574155,"about_ca_system_score_gemma":0.00017868394,"threshold_uncertainty_score":0.8062515},"labels":[],"label_agreement":null},{"id":"W3040203377","doi":"10.53910/26531313-e200471424-426215","title":"Cities are successful because they are civic: The 2004 C.A. Doxiadis Lecture","year":2004,"lang":"en","type":"article","venue":"Ekistics and the new habitat","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Honor; Theme (computing); Presentation (obstetrics); Czech; Human settlement; Library science; History; Art history; Cartography; Sociology; Humanities; Art; Geography; Medicine; Philosophy; Archaeology; Computer science","score_opus":0.0069720103890121045,"score_gpt":0.22793791667210628,"score_spread":0.22096590628309418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040203377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9568722,0.0011846884,0.001175172,0.020081382,0.00045297196,0.0005650289,0.0000798074,0.000052791638,0.019535938],"genre_scores_gemma":[0.9955551,0.00029901453,0.00013617026,0.002020329,0.00017589322,0.000012277249,0.00000552541,0.000020160585,0.0017755434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988705,0.00007196491,0.00016552606,0.00022154495,0.00035342886,0.00031707145],"domain_scores_gemma":[0.99929243,0.00014324895,0.00013296281,0.00028339788,0.000004112231,0.00014384696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019579983,0.00020844408,0.00019778745,0.000010949681,0.0006263314,0.00015267207,0.0003355062,0.00007243794,0.00027443498],"category_scores_gemma":[0.00006430732,0.00010725658,0.00008206542,0.00009248905,0.0007350467,0.00012359145,0.00025257148,0.00023534826,0.00015582572],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004137972,0.0006591009,0.8473232,0.000078544894,0.00046203923,0.00014550843,0.040914513,0.021076288,0.0011591897,0.03030676,0.044910666,0.012550407],"study_design_scores_gemma":[0.003859502,0.00012871072,0.563239,0.000101837686,0.00018529948,0.00003215044,0.005496051,0.00010615135,0.00037258593,0.40207043,0.023807855,0.00060043746],"about_ca_topic_score_codex":0.0024376092,"about_ca_topic_score_gemma":0.0068870853,"teacher_disagreement_score":0.37176368,"about_ca_system_score_codex":0.00015070592,"about_ca_system_score_gemma":0.000014672451,"threshold_uncertainty_score":0.48172984},"labels":[],"label_agreement":null},{"id":"W3040223387","doi":"10.14430/arctic70471","title":"Analysis of Impact Assessment Practice and Mitigation for Shipping Activity in the Eastern Canadian Arctic","year":2020,"lang":"en","type":"article","venue":"ARCTIC","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; University of Saskatchewan","funders":"Polar Knowledge Canada","keywords":"Tourism; Arctic; Scope (computer science); Environmental resource management; Environmental planning; Business; Resource (disambiguation); Climate change; The arctic; BARGE; Environmental impact assessment; Impact assessment; Economic impact analysis; Environmental science; Geography; Computer science; Engineering; Oceanography; Civil engineering; Ecology","score_opus":0.023022027433333276,"score_gpt":0.32564828524281464,"score_spread":0.3026262578094814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040223387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939782,0.000008533918,0.00021922,0.0046504987,0.000013184843,0.0003025753,0.000015858812,0.0000028500845,0.0008090671],"genre_scores_gemma":[0.9982726,0.000010385486,0.00035798503,0.0013022678,0.000012421993,0.000019049838,0.0000125346905,0.0000056377394,0.0000071414433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991459,0.00014259301,0.0001283459,0.00017313659,0.00021317313,0.00019680525],"domain_scores_gemma":[0.99938804,0.00026408632,0.00009786322,0.00010393046,0.000005126835,0.00014097599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036783362,0.000087460365,0.00014923271,0.000043471253,0.000091494316,0.00003391116,0.000112086884,0.000032620243,0.000116043266],"category_scores_gemma":[0.00015578319,0.000067889974,0.000075065735,0.00043948158,0.000080251404,0.00036430097,0.00003915925,0.000104991625,0.0000053437784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013599382,0.00005238012,0.9924568,0.00001236713,0.00012248708,0.0000021768103,0.0031967165,0.0011301752,0.001008108,0.000021394982,0.0000055546498,0.0019782651],"study_design_scores_gemma":[0.0001819095,0.000115807554,0.9783926,0.000006038433,0.0002785767,8.7157963e-7,0.0011152143,0.019636143,0.000024231536,0.000111699876,0.000064279884,0.00007265287],"about_ca_topic_score_codex":0.23556376,"about_ca_topic_score_gemma":0.108707376,"teacher_disagreement_score":0.12685637,"about_ca_system_score_codex":0.0004657269,"about_ca_system_score_gemma":0.000029361234,"threshold_uncertainty_score":0.9075564},"labels":[],"label_agreement":null},{"id":"W3043787386","doi":"10.1007/s10661-020-08500-1","title":"Aquatic ecological risk assessment frameworks in Canada: a case study using a single framework in South Baymouth, Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Rosstech Signals (Canada); Dillon Consulting; Dalhousie University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Water quality; Aquatic ecosystem; Risk assessment; Remedial action; Sediment; Environmental resource management; Wetland; Ecological assessment; Environmental planning; Contamination; Ecology; Environmental remediation; Environmental protection","score_opus":0.023199782577186343,"score_gpt":0.26948923899419797,"score_spread":0.2462894564170116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043787386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99812305,0.000035592573,0.0001490488,0.00012604808,0.00036183468,0.0008690696,0.000032482014,0.000019797028,0.0002831019],"genre_scores_gemma":[0.9945462,0.00001657912,0.0049591144,0.00023388065,0.0000948155,0.00008269317,0.0000062492445,0.00004160779,0.000018911116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962556,0.0003948029,0.00072102516,0.0009069527,0.00091020763,0.00081146334],"domain_scores_gemma":[0.9986813,0.00020407891,0.0002677179,0.0002912954,0.0000010678767,0.000554506],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003143892,0.00051142,0.00058353797,0.000040453957,0.00034658617,0.00009235942,0.0002641141,0.0002043029,0.0006090236],"category_scores_gemma":[0.000027603866,0.0005145215,0.000056759058,0.0002490368,0.00012045586,0.000279348,0.0006349867,0.002035437,0.0000048197926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000136554145,0.00070133083,0.98075294,0.0000055778523,0.000036785885,0.0029213703,0.0058328947,0.007924235,0.00032500515,6.8213325e-7,0.000009367471,0.0014761357],"study_design_scores_gemma":[0.00097286416,0.0003908606,0.9264115,0.000043828953,0.000053720632,0.000037000576,0.06641908,0.0050402065,0.000029951509,0.00003679543,0.00004560108,0.0005186104],"about_ca_topic_score_codex":0.99874675,"about_ca_topic_score_gemma":0.998146,"teacher_disagreement_score":0.060586184,"about_ca_system_score_codex":0.025744082,"about_ca_system_score_gemma":0.0007706312,"threshold_uncertainty_score":0.99973065},"labels":[],"label_agreement":null},{"id":"W3048750428","doi":"","title":"Examining policy implementation gaps in source water protection in Newfoundland and Labrador","year":2019,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Environmental planning; Government (linguistics); Business; Geography; Categorization; Environmental resource management; Political science; Computer science; Environmental science","score_opus":0.025155617489053848,"score_gpt":0.28953877591142013,"score_spread":0.26438315842236626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048750428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95907587,0.0000067185824,0.000007704744,0.000057296424,0.0015928744,0.001243654,0.000011595777,0.000031898668,0.037972372],"genre_scores_gemma":[0.92538476,0.000103960236,0.000025928535,0.000005630658,0.0007607607,0.0000017197635,0.00018282913,0.00003548498,0.073498935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99613464,0.0009999286,0.00028062423,0.0008525555,0.0009327265,0.00079955586],"domain_scores_gemma":[0.9991932,0.00009420774,0.00015261983,0.00029391013,0.000032479053,0.00023359309],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007692251,0.00033536306,0.00042561485,0.0011991399,0.0006543416,0.00013600988,0.00052508095,0.0005102199,0.00027774659],"category_scores_gemma":[0.000036525864,0.00037760465,0.00008371996,0.0011226423,0.00025656846,0.0010885418,0.000539951,0.0010260129,0.00010408766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012453946,0.00117765,0.5230164,0.00058935356,0.00026959134,0.0029677928,0.04993182,0.0011777284,0.37667271,0.0006940261,0.00081501936,0.03023398],"study_design_scores_gemma":[0.022387087,0.0022705793,0.6836248,0.00051764003,0.0002066403,0.000032472977,0.17111807,0.00034770244,0.018384146,0.00038991572,0.09814538,0.002575577],"about_ca_topic_score_codex":0.16739172,"about_ca_topic_score_gemma":0.051964935,"teacher_disagreement_score":0.35828856,"about_ca_system_score_codex":0.0068188594,"about_ca_system_score_gemma":0.00025231089,"threshold_uncertainty_score":0.99986756},"labels":[],"label_agreement":null},{"id":"W307499960","doi":"","title":"The Community Engagement Process: A Governance Approach in Adaptation to Coastal Erosion and Flooding in Atlantic Canada/Le Processus D'engagement Communautaire : Une Demarche De Gouvernance En Adaptation Aux Problemes D'erosion Cotiere et D'inondation Au Nouveau Brunswick","year":2008,"lang":"fr","type":"article","venue":"Canadian Journal of Regional Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Climate change adaptation; Geography; Political science; Flooding (psychology); Environmental planning; Environmental resource management; Process (computing); Climate change; Sociology; Business; Psychology; Computer science; Environmental science","score_opus":0.04925317884371547,"score_gpt":0.27174720190725193,"score_spread":0.22249402306353647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W307499960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846951,0.0004587716,0.0017955475,0.011997512,0.00017797425,0.0006125515,0.000017200764,0.0000029916207,0.00024235672],"genre_scores_gemma":[0.9961675,0.0010227779,0.0021799717,0.0004211186,0.000031743824,0.000021601174,0.00000946352,0.000015409832,0.0001304448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962721,0.001000329,0.0005938741,0.00028229257,0.0010726078,0.0007787815],"domain_scores_gemma":[0.99831456,0.00028232005,0.0005061679,0.00017856222,0.00007716956,0.00064124784],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00433242,0.00024072615,0.0002525347,0.000115065326,0.0027214177,0.00013416285,0.0008100227,0.00008519417,0.000008748213],"category_scores_gemma":[0.00040301096,0.00022017286,0.00003700574,0.0010908204,0.0012556752,0.0013524799,0.00017769837,0.0010234343,0.0000013785477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00008135988,0.00026121235,0.6904164,0.0001199251,0.000011771827,0.00006347221,0.13271302,0.1623852,0.0010125024,0.0015460235,0.00034184023,0.011047291],"study_design_scores_gemma":[0.00066488347,0.00021741253,0.9374253,0.00066746643,0.000010882282,0.00009573243,0.041622557,0.0175367,0.00007803904,0.00046002684,0.0009882239,0.00023276299],"about_ca_topic_score_codex":0.96615887,"about_ca_topic_score_gemma":0.99626213,"teacher_disagreement_score":0.24700892,"about_ca_system_score_codex":0.006631236,"about_ca_system_score_gemma":0.015469993,"threshold_uncertainty_score":0.9985769},"labels":[],"label_agreement":null},{"id":"W3080778268","doi":"","title":"Environmental Scan of Withdrawal Management Centres in Ontario","year":2020,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Environmental planning; Environmental resource management; Environmental science","score_opus":0.009982383803717198,"score_gpt":0.18701240788619658,"score_spread":0.1770300240824794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080778268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98579013,0.00001334615,0.00004725255,0.00065367715,0.000023151353,0.00018516913,0.000010576395,0.000006583741,0.013270108],"genre_scores_gemma":[0.998631,0.00004338689,0.00036886806,0.00009700707,0.0000061052438,1.343813e-7,0.000005935769,0.000005508856,0.00084206945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991957,0.00004763835,0.00011103497,0.00016894635,0.0003010283,0.00017567542],"domain_scores_gemma":[0.99964553,0.000013602375,0.00010521046,0.00015044473,6.549563e-7,0.00008453003],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008395068,0.000096574564,0.0001538607,0.00001827693,0.00008617996,0.0000033278695,0.0003988812,0.00003522598,0.0037893567],"category_scores_gemma":[0.0000011647642,0.00009302081,0.00007878188,0.00012177766,0.00038618548,0.00016714892,0.00049415225,0.00011649829,0.00012881291],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015907352,0.00021540697,0.9314537,0.000012436126,0.000050917613,0.000029900066,0.011092044,0.000698087,0.053088985,0.000107433494,0.00051053794,0.0025814632],"study_design_scores_gemma":[0.0005992321,0.0000883665,0.988893,0.000006575608,0.0000348737,5.928487e-7,0.0074434523,0.000078536475,0.00029816473,0.00008377778,0.0023814845,0.000091955975],"about_ca_topic_score_codex":0.047111344,"about_ca_topic_score_gemma":0.025029447,"teacher_disagreement_score":0.05743927,"about_ca_system_score_codex":0.00046536778,"about_ca_system_score_gemma":0.000007842625,"threshold_uncertainty_score":0.99712133},"labels":[],"label_agreement":null},{"id":"W3081465064","doi":"","title":"Fluoration de l'eau : analyse des bénéfices et des risques pour la santé avis scientifique / Institut national de santé publique du Québec ; [comité de rédaction, Michel Levy... et al. ; responsables de la rédaction, Michel Levy, France Corbeil ; coordination scientifique, Johanne Laguë]","year":2007,"lang":"fr","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Philosophy; Humanities","score_opus":0.014054495595872575,"score_gpt":0.32720815276396714,"score_spread":0.31315365716809457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081465064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78782916,0.0010290559,0.18462466,0.010441207,0.0003062452,0.00048522404,0.00013608324,0.0001671571,0.014981212],"genre_scores_gemma":[0.93168527,0.0017364364,0.038006045,0.00622436,0.00018228593,0.00008850639,0.00010961058,0.000078845835,0.021888664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922624,0.0032703504,0.000922129,0.0010432163,0.0011494954,0.0013523843],"domain_scores_gemma":[0.9961671,0.0018932011,0.00056988327,0.0003544313,0.00033227153,0.0006831008],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.017482331,0.0006432653,0.0004549382,0.0005386758,0.0018584599,0.0013161126,0.0006435801,0.0006305632,0.001232445],"category_scores_gemma":[0.0027336038,0.00070301985,0.00028039524,0.00149629,0.0033661532,0.00464802,0.00026904774,0.0008275082,0.00013971454],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019781812,0.0017908991,0.49101767,0.0001421117,0.00017475453,0.000049837738,0.010889265,0.008148114,0.40955842,0.0018292553,0.067040205,0.009161649],"study_design_scores_gemma":[0.0010481714,0.00008197869,0.7968417,0.00028291717,0.00013194539,0.00022383648,0.0032245659,0.01164899,0.120929815,0.009177699,0.055642582,0.0007658155],"about_ca_topic_score_codex":0.13952056,"about_ca_topic_score_gemma":0.1449986,"teacher_disagreement_score":0.305824,"about_ca_system_score_codex":0.011912231,"about_ca_system_score_gemma":0.00330652,"threshold_uncertainty_score":0.99972063},"labels":[],"label_agreement":null},{"id":"W3081848846","doi":"10.33612/diss.132283048","title":"Civil Society and Project Development in Russia: The status and potential of Social Impact Assessment","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Civil society; Political science; Subject (documents); Social change; Environmental planning; Geography; Law; Politics; Library science","score_opus":0.01003012001241756,"score_gpt":0.3110909107511485,"score_spread":0.30106079073873093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081848846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815347,0.00005787088,0.000014631591,0.00011870282,0.00006674819,0.0005573015,0.000016006035,0.000011414714,0.017622598],"genre_scores_gemma":[0.99739116,0.00036672546,0.0008073285,0.000085914646,0.000027552232,0.000041122246,0.00020973668,0.000024293318,0.0010461755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827516,0.00008087235,0.00036093165,0.00035425066,0.0005301957,0.00039860408],"domain_scores_gemma":[0.999569,0.000025383331,0.00021703204,0.00007922255,0.0000033234696,0.00010604651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020136857,0.00029095428,0.00034839034,0.000023306184,0.00024450137,0.0000580902,0.00013398513,0.00019970024,0.00062595203],"category_scores_gemma":[0.0000059199842,0.00019642824,0.000110910405,0.00016513672,0.0001939962,0.00016009682,0.00020575778,0.00034780658,0.000005303231],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026678492,0.00089408486,0.77116156,0.00045588182,0.000716917,0.000019237092,0.14035712,0.00004250862,0.025772352,0.00033481937,0.005042169,0.05493658],"study_design_scores_gemma":[0.00046687145,0.00008026723,0.9879744,0.000016806958,0.00004335797,8.540257e-7,0.009776865,0.00011539686,0.00026880615,0.000101440564,0.00092547067,0.00022948698],"about_ca_topic_score_codex":0.0012258939,"about_ca_topic_score_gemma":0.0014372864,"teacher_disagreement_score":0.21681282,"about_ca_system_score_codex":0.0005304807,"about_ca_system_score_gemma":0.0001653454,"threshold_uncertainty_score":0.80101115},"labels":[],"label_agreement":null},{"id":"W3082638761","doi":"","title":"Experiences with collaborative climate impacts assessments for regional governments in southwestern British Columbia","year":2016,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Climate change; Environmental planning; Environmental resource management; Political science; Regional science; Environmental science; Oceanography; Geology","score_opus":0.013597561071951585,"score_gpt":0.27243208285349674,"score_spread":0.25883452178154515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082638761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923618,0.000017001637,0.00001555004,0.00010180991,0.00011211635,0.00059556414,0.00010116156,0.000038176782,0.006656834],"genre_scores_gemma":[0.9970746,0.000058702975,0.0013345104,0.00025675568,0.000047294645,0.00023616369,0.000015168503,0.000035694236,0.0009411043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975134,0.00007218982,0.00041357445,0.00053962815,0.00071550434,0.00074566185],"domain_scores_gemma":[0.99902934,0.00019965015,0.0003401864,0.0001772042,0.0000126217055,0.00024100127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004296457,0.00021138877,0.00026674822,0.000015420324,0.0002919924,0.00028604484,0.00026853103,0.00011053411,0.00012788406],"category_scores_gemma":[0.00007067703,0.000207186,0.000054152093,0.00017393802,0.00029258424,0.0007813111,0.00014372321,0.00009933889,0.00007807785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006420426,0.00024158966,0.99195236,0.00001033953,0.000020997548,0.0000393326,0.0017389766,0.000055707205,0.0022346354,5.8759724e-7,0.0007959591,0.0028453253],"study_design_scores_gemma":[0.0017861614,0.00035826358,0.9883423,0.00036249863,0.000014358372,0.000010734631,0.0077790166,0.000010257306,0.00026277872,0.00006662552,0.0006456647,0.00036137286],"about_ca_topic_score_codex":0.045325432,"about_ca_topic_score_gemma":0.32144096,"teacher_disagreement_score":0.27611554,"about_ca_system_score_codex":0.0006629921,"about_ca_system_score_gemma":0.000038301547,"threshold_uncertainty_score":0.96103185},"labels":[],"label_agreement":null},{"id":"W3082656253","doi":"10.3390/su12177099","title":"Mind the Gap: Management System Standards Addressing the Gap for Ontario’s Municipal Drinking Water, Wastewater and Stormwater Ecosystem of Regulations","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Mitacs","keywords":"Stormwater; Business; Environmental planning; Wastewater; Water industry; Transparency (behavior); Audit; Environmental resource management; Environmental science; Environmental engineering; Water supply; Accounting; Surface runoff","score_opus":0.03485104120746391,"score_gpt":0.2903248220175177,"score_spread":0.2554737808100538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082656253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949581,0.000015028806,0.0004074613,0.0019434479,0.00007194376,0.0014244373,0.000032884782,0.000014217406,0.0011324898],"genre_scores_gemma":[0.9989274,0.0000013411125,0.00020027268,0.00005809435,0.000032048483,0.00009233893,0.00000936196,0.000013424968,0.0006657118],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836314,0.00019147483,0.00033141958,0.00030232844,0.000441152,0.00037046423],"domain_scores_gemma":[0.9993814,0.000056877834,0.00009650368,0.00034691987,0.000027773143,0.00009052212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010605428,0.00016318577,0.0002021659,0.000011124523,0.00060608,0.00007696012,0.00027839487,0.000052843352,0.00020418531],"category_scores_gemma":[0.000022055057,0.00008310856,0.00009225652,0.00006407309,0.00030385997,0.0001971838,0.0005479849,0.00011820585,0.000003487826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070940115,0.00038288368,0.6263677,0.0029067586,0.0004534337,0.000028786202,0.33339605,0.010893129,0.0043731537,0.0021090582,0.0008952416,0.017484438],"study_design_scores_gemma":[0.0036047704,0.0007640429,0.6039287,0.00025575445,0.00066185376,0.000015299482,0.24888368,0.007752255,0.013206518,0.0066560702,0.11316753,0.0011035358],"about_ca_topic_score_codex":0.002807348,"about_ca_topic_score_gemma":0.005337579,"teacher_disagreement_score":0.112272285,"about_ca_system_score_codex":0.002304236,"about_ca_system_score_gemma":0.000028178898,"threshold_uncertainty_score":0.60254973},"labels":[],"label_agreement":null},{"id":"W3083898328","doi":"10.30892/gtg.31317-540","title":"ENVIRONMENTAL MANAGEMENT IN THE ACCOMMODATION SECTOR: A CASE STUDY OF BED AND BREAKFAST ESTABLISHMENTS IN PORT ST JOHNS, EASTERN CAPE PROVINCE, SOUTH AFRICA","year":2020,"lang":"en","type":"article","venue":"GeoJournal of Tourism and Geosites","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cape; Accommodation; Port (circuit theory); Tourism; Geography; Archaeology; Engineering","score_opus":0.013904719382905082,"score_gpt":0.2276293837644705,"score_spread":0.21372466438156543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083898328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99876696,0.00008647854,0.000006350942,0.00013274138,0.000014347956,0.0004905684,0.00002931832,0.0000026107364,0.0004706467],"genre_scores_gemma":[0.9996751,0.00007452877,0.000093278264,0.00008599229,0.000019161702,0.000009557213,0.000005514192,0.000007708948,0.000029182964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987081,0.000118618045,0.00036758385,0.00022145244,0.0003830264,0.00020116077],"domain_scores_gemma":[0.9995641,0.000021433705,0.00020825051,0.00011016701,0.0000011812607,0.000094871386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028125933,0.00014885682,0.00021453228,0.00006242647,0.000083249106,0.000039617353,0.00015832286,0.000038374623,0.000113924754],"category_scores_gemma":[0.0000037594593,0.00011451162,0.000025915,0.00013844404,0.000103101505,0.00034691996,0.00030288348,0.00016364202,0.000002390464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004087616,0.0006815599,0.97121036,0.000018418135,0.000028445102,0.00077487243,0.021906095,0.000076614044,0.00031743306,6.367045e-7,0.000053154556,0.004891547],"study_design_scores_gemma":[0.0016811783,0.00048088867,0.935962,0.00002042873,0.00005446592,0.000086808854,0.06103949,0.0003627787,0.000038910537,0.000027469325,0.000111002926,0.00013454002],"about_ca_topic_score_codex":0.0014463819,"about_ca_topic_score_gemma":0.00051986024,"teacher_disagreement_score":0.039133392,"about_ca_system_score_codex":0.000048890168,"about_ca_system_score_gemma":0.000003656017,"threshold_uncertainty_score":0.46696484},"labels":[],"label_agreement":null},{"id":"W3084110010","doi":"10.3390/ijerph17186558","title":"A Comparative Analysis of Health Impact Assessment Implementation Models in the Regions of Montérégie (Québec, Canada) and Nouvelle-Aquitaine (France)","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de Santé Publique du Québec","funders":"","keywords":"Operationalization; Regional science; Political science; Politics; Political action; Public administration; Public relations; Geography","score_opus":0.11185579894505986,"score_gpt":0.4522880585504119,"score_spread":0.340432259605352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084110010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96827394,0.00050639827,0.0004839777,0.030096097,0.000024125442,0.00025832246,0.00016779146,8.317265e-7,0.00018853857],"genre_scores_gemma":[0.99693406,0.0018136331,0.00019065343,0.0009879278,0.000020371031,0.000005102868,0.000033106822,0.000004719489,0.000010414651],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964959,0.00056748604,0.0007665892,0.00017222266,0.0016583842,0.0003393905],"domain_scores_gemma":[0.9987033,0.0002463024,0.00057928596,0.00009281286,0.00002035058,0.0003579686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020095068,0.000115886774,0.0004291751,0.00018029992,0.00012941506,0.000032678232,0.0003581767,0.000025561527,0.00035676474],"category_scores_gemma":[0.000027299953,0.00008437422,0.000078511235,0.00039873237,0.00036296478,0.00038692966,0.00019472337,0.0003043846,3.6076844e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087992565,0.0009334191,0.9445567,0.000019485346,0.0007306208,0.000013431054,0.02138593,0.002095698,0.0007867644,0.0002443969,0.002016759,0.027128765],"study_design_scores_gemma":[0.0006835698,0.0009885171,0.97349036,0.0000125730885,0.000012805637,0.0000061126225,0.021820229,0.0019915367,0.000015929725,0.00022071818,0.00069512596,0.00006255247],"about_ca_topic_score_codex":0.40528637,"about_ca_topic_score_gemma":0.25529432,"teacher_disagreement_score":0.14999206,"about_ca_system_score_codex":0.0014821077,"about_ca_system_score_gemma":0.0008042366,"threshold_uncertainty_score":0.75829464},"labels":[],"label_agreement":null},{"id":"W3084385406","doi":"10.1038/s43017-020-0088-0","title":"Burning embers: towards more transparent and robust climate-change risk assessments","year":2020,"lang":"en","type":"review","venue":"Nature Reviews Earth & Environment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Agence Nationale de la Recherche; University of Cambridge; Natural Environment Research Council; Sight Research UK","keywords":"Climate change; Credibility; Expert elicitation; Environmental resource management; Environmental science; Political science; Geography; Geology; Meteorology","score_opus":0.08484418068033041,"score_gpt":0.36738801886481276,"score_spread":0.28254383818448237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084385406","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000827858,0.9924374,0.00013887942,0.00011674786,0.0003441817,0.0041587194,0.00043220192,0.000075454416,0.002213612],"genre_scores_gemma":[0.00008184697,0.99306566,0.004316285,0.000587964,0.00039080816,0.0007766054,0.00037628194,0.00018390968,0.00022062109],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99314755,0.0010049281,0.0015190778,0.0018516426,0.0013330756,0.0011437519],"domain_scores_gemma":[0.99679416,0.00009543591,0.0013568373,0.00089855614,0.0000022713937,0.00085275667],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000999459,0.0015970906,0.0035762151,0.00008643497,0.00049627636,0.00014850529,0.00076515885,0.0012431152,0.0034541958],"category_scores_gemma":[0.00004534792,0.0012468544,0.001112457,0.0003523382,0.00042241518,0.0005485055,0.0010785275,0.003045952,0.0021628144],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000658216,0.00017946206,0.001057115,0.002518957,0.00014260248,0.0000597656,0.00029727528,0.000025000452,0.0000015032758,0.000006474651,0.00032434062,0.99538094],"study_design_scores_gemma":[0.00033856364,0.00019891515,0.0038418393,0.0040674405,0.001820134,0.000034839413,0.000056061093,0.00005045209,0.0000010431892,0.000011969627,0.9884257,0.0011530658],"about_ca_topic_score_codex":0.00009216915,"about_ca_topic_score_gemma":0.00002017083,"teacher_disagreement_score":0.9942278,"about_ca_system_score_codex":0.0008887287,"about_ca_system_score_gemma":0.000026392006,"threshold_uncertainty_score":0.9996777},"labels":[],"label_agreement":null},{"id":"W3087018802","doi":"10.11575/prism/38186","title":"Climate Change in the Canadian Impact Assessment Process","year":2020,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Process (computing); Climatology; Environmental science; Environmental resource management; Geography; Environmental planning; Computer science; Geology; Oceanography","score_opus":0.047354870019873485,"score_gpt":0.40733062238472423,"score_spread":0.35997575236485074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087018802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6637174,0.000010666976,4.976356e-8,0.00038340111,0.00010185867,0.0011020268,0.000070914175,6.765572e-7,0.33461303],"genre_scores_gemma":[0.9974072,0.000041328814,0.00012101606,0.00045206983,0.00006375799,0.00022263265,0.0010756162,0.000026755286,0.0005896306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828035,0.00010566765,0.00023263087,0.00039974556,0.0004933132,0.00048827167],"domain_scores_gemma":[0.9993742,0.000016715401,0.0001518144,0.0002109278,0.0000026736432,0.0002436327],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003729419,0.00026863365,0.00025799664,0.00003724342,0.0003096301,0.00039096345,0.0010649452,0.00019132027,0.017000992],"category_scores_gemma":[0.000008370932,0.00019383134,0.000075624244,0.0002821379,0.000046953104,0.00047233468,0.00011286329,0.00044242927,0.0014967393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006999712,0.00039126305,0.655194,0.000039514754,0.000050550145,0.00026981116,0.08372965,0.000041689622,0.0002380651,0.000019458234,0.0008269691,0.25912902],"study_design_scores_gemma":[0.00022922718,0.00010322726,0.989881,0.000060412458,0.000032709806,0.0000020163948,0.0043117628,0.00008102448,0.00007113752,0.000073650386,0.0048499857,0.00030386492],"about_ca_topic_score_codex":0.2098858,"about_ca_topic_score_gemma":0.83756036,"teacher_disagreement_score":0.6276745,"about_ca_system_score_codex":0.0010872745,"about_ca_system_score_gemma":0.00015206094,"threshold_uncertainty_score":0.9992807},"labels":[],"label_agreement":null},{"id":"W3089036784","doi":"10.1080/14615517.2020.1820848","title":"Leveraging impact assessment for satisfactory project outcomes: benefits of early planning and participatory decision-making","year":2020,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Timeline; Transparency (behavior); Stakeholder engagement; Impact assessment; Process management; Stakeholder; Business; Citizen journalism; Process (computing); Project sponsorship; Project stakeholder; Project planning; Environmental planning; Social impact assessment; Environmental resource management; Project management; Project charter; Public relations; Computer science; Political science; Public administration; Management; Economics","score_opus":0.0854557402074166,"score_gpt":0.4534847357742922,"score_spread":0.3680289955668756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089036784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930213,0.00015099825,0.0041519874,0.00010863756,0.00014589069,0.0013314626,0.00013515215,0.00006765589,0.0008868934],"genre_scores_gemma":[0.987958,0.000037499423,0.011516346,0.0001814086,0.00009284001,0.000118832104,0.000025798709,0.0000620602,0.0000072262183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970395,0.00016612248,0.00063498697,0.0006552978,0.0007462991,0.00075780693],"domain_scores_gemma":[0.9979622,0.0010561745,0.00040353747,0.00024201546,0.000016648084,0.0003194603],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065087323,0.00054797647,0.0007487982,0.000114245086,0.00035000214,0.00020425225,0.00024685188,0.00016429038,0.00017848497],"category_scores_gemma":[0.0001312035,0.00042595892,0.00025942017,0.0003014044,0.0002571546,0.000885676,0.0004194237,0.00034712377,0.0000029558857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019423553,0.00013181409,0.96648526,0.0000536467,0.00020597473,0.000005153136,0.007901781,0.00054729346,0.0016172478,0.00003387978,0.00047218395,0.022351505],"study_design_scores_gemma":[0.0015509352,0.0016073583,0.99017256,0.00011017142,0.00012077961,0.0000062499935,0.0017164702,0.0038819308,0.00007350188,0.00015631189,0.00010608821,0.00049763144],"about_ca_topic_score_codex":0.0006538076,"about_ca_topic_score_gemma":0.000016648524,"teacher_disagreement_score":0.023687286,"about_ca_system_score_codex":0.0003717822,"about_ca_system_score_gemma":0.00022772017,"threshold_uncertainty_score":0.9998192},"labels":[],"label_agreement":null},{"id":"W3092835118","doi":"10.3390/ijerph17207556","title":"The Elaboration of an Intersectoral Partnership to Perform Health Impact Assessment in Urban Planning: The Experience of Quebec City (Canada)","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; St. Michael's Hospital; Université Laval","funders":"Mitacs","keywords":"General partnership; Health impact assessment; Psychological intervention; Process (computing); Political science; Urban planning; Elaboration; Environmental planning; Institution; Business; Process management; Public relations; Geography; Public health; Medicine; Nursing; Engineering; Computer science; Civil engineering; Humanities","score_opus":0.10729438525500265,"score_gpt":0.45003810121704285,"score_spread":0.34274371596204023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092835118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751763,0.00012094372,0.000058669997,0.024158599,0.00006902043,0.00023648472,0.000032133445,0.0000011444992,0.00014670225],"genre_scores_gemma":[0.9986317,0.00019798162,0.00010095511,0.00094597886,0.00007906825,0.000006228824,0.000008728218,0.0000072520415,0.000022084152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965056,0.00049169525,0.0006377388,0.00016091469,0.0018011737,0.00040284128],"domain_scores_gemma":[0.9986066,0.00019813022,0.0004074009,0.00012320327,0.000020353451,0.0006443173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023405745,0.000108158994,0.00020589413,0.00006199759,0.00021163022,0.00007640292,0.0006501951,0.000028579141,0.0002731771],"category_scores_gemma":[0.00014046828,0.0000677948,0.00004376667,0.00020972975,0.00044987304,0.0005006758,0.00026594728,0.00044841162,0.0000010330366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022819095,0.00044003298,0.94589657,0.000007045848,0.00003994236,0.000008136953,0.020332118,0.00022254938,0.0014683221,0.00010772345,0.0013898041,0.029859586],"study_design_scores_gemma":[0.00036566792,0.0016446052,0.97275984,0.000024883693,6.7725614e-7,0.000005168634,0.021391284,0.00039984443,0.0001458176,0.00006472254,0.003139072,0.00005841614],"about_ca_topic_score_codex":0.11208468,"about_ca_topic_score_gemma":0.09152337,"teacher_disagreement_score":0.02980117,"about_ca_system_score_codex":0.0022942268,"about_ca_system_score_gemma":0.00081309414,"threshold_uncertainty_score":0.92505395},"labels":[],"label_agreement":null},{"id":"W3099516100","doi":"","title":"A critical evaluation of the public consultation process in sustainable urban development : A Case Study of the Public Consultation on the Urban, Economic and Social Development Plan (PDUES) for areas surrounding the Turcot interchange in Montreal, Canada.","year":2020,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Urban planning; Sustainable development; Process (computing); Development plan; Environmental planning; Public participation; Public consultation; Business; Economic growth; Political science; Public administration; Geography; Engineering; Civil engineering; Economics","score_opus":0.05791600643115249,"score_gpt":0.302521498138483,"score_spread":0.2446054917073305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3099516100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98099226,0.000020131723,0.0000459987,0.016178856,0.00007018914,0.0024233672,0.00009882878,0.000011056625,0.00015930613],"genre_scores_gemma":[0.9988421,0.0000016817598,0.00006975044,0.00020089097,0.000009643969,0.00075134885,0.00009252817,0.000008530273,0.000023477282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981162,0.0002009726,0.00058465294,0.00031851098,0.0005035143,0.00027614017],"domain_scores_gemma":[0.9989413,0.00019048799,0.00041144408,0.00026927266,0.00013952673,0.000047959806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012778628,0.0001624191,0.00020066742,0.00011469699,0.0004931842,0.00005689352,0.0005612111,0.00008457151,0.000029254288],"category_scores_gemma":[0.0022996548,0.000100682235,0.00002170598,0.0006618902,0.0005583979,0.00048533376,0.00043979753,0.00022352343,7.738174e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019105208,0.002141927,0.8722228,0.00031897347,0.00018550488,0.000013658434,0.07814769,0.00074011786,0.00033458977,0.023789529,0.004284648,0.017629515],"study_design_scores_gemma":[0.0066007245,0.00026654123,0.63832885,0.00015547316,0.00016250364,0.00002324131,0.31647748,0.01806835,0.0042622145,0.00045059877,0.014585893,0.00061814906],"about_ca_topic_score_codex":0.022530062,"about_ca_topic_score_gemma":0.34652576,"teacher_disagreement_score":0.32399568,"about_ca_system_score_codex":0.0010140806,"about_ca_system_score_gemma":0.0007244482,"threshold_uncertainty_score":0.983979},"labels":[],"label_agreement":null},{"id":"W30997202","doi":"10.21991/c9jm2w","title":"THE AGENDA FOR CONSTITUTIONAL REFORM","year":2011,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Political science; Public administration; Law and economics; Sociology","score_opus":0.03551807080612919,"score_gpt":0.270103260699384,"score_spread":0.23458518989325483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W30997202","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010129253,0.00042298937,0.22994483,0.0038444463,0.004421175,0.002117961,0.0007603717,0.0002787112,0.74808025],"genre_scores_gemma":[0.99121976,0.000082555795,0.0045246854,0.0017547463,0.0001237737,0.0003694838,0.00013684192,0.000013511732,0.0017746418],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711066,0.000052807663,0.000616301,0.00056242873,0.0006232444,0.0010345419],"domain_scores_gemma":[0.9988201,0.0001779508,0.00022870174,0.00042191616,0.000050641316,0.00030064755],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00047585525,0.00039749118,0.00027675283,0.000054695207,0.0041320855,0.00009785868,0.0006289534,0.00020026829,0.0018095587],"category_scores_gemma":[0.00019413933,0.00029857742,0.00033397003,0.0002578883,0.021664813,0.0008859955,0.00039301306,0.0002606143,0.001134492],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113669186,0.00017486708,0.02659671,0.0000046560053,0.000079837184,0.000009599948,0.000071766124,0.0001051701,0.00033797667,0.9575321,0.012897449,0.0020761772],"study_design_scores_gemma":[0.0026299383,0.0002467248,0.014968779,0.000060254843,0.00012350632,0.0003069539,0.002787668,0.0005095617,0.0018542868,0.12503399,0.85042834,0.0010500144],"about_ca_topic_score_codex":0.00025579278,"about_ca_topic_score_gemma":0.0002351589,"teacher_disagreement_score":0.9810905,"about_ca_system_score_codex":0.001177681,"about_ca_system_score_gemma":0.00038427173,"threshold_uncertainty_score":0.99994665},"labels":[],"label_agreement":null},{"id":"W3100258077","doi":"","title":"Le rôle de l'État au regard de l'acceptabilité sociale de grands projets à fort impact socio-environnemental : repères pour examiner les interventions du gouvernement du Québec","year":2020,"lang":"fr","type":"article","venue":"Archipelago (University of Quebec in Montreal)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.014634994257025457,"score_gpt":0.2354783931554746,"score_spread":0.22084339889844914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100258077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9758984,0.0002259026,0.00292039,0.01653349,0.0000652288,0.00055308023,0.00018094973,0.00003538707,0.003587156],"genre_scores_gemma":[0.99407023,0.00037926907,0.0017233137,0.00016309757,0.00012355259,0.000005897127,0.0000481193,0.00003647115,0.003450029],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99706185,0.0006093995,0.0004193343,0.0005526098,0.00042339045,0.00093339063],"domain_scores_gemma":[0.99868834,0.00017157156,0.00033333286,0.00026482562,0.000010529876,0.0005314246],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006590663,0.0003741779,0.0005092283,0.00007997875,0.000766411,0.000041371142,0.00066118187,0.00023624187,0.0028373324],"category_scores_gemma":[0.00008667228,0.0004653224,0.00071763614,0.00020859137,0.0014968286,0.0006958902,0.0007473128,0.00042792477,0.00009392613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020034122,0.0015298213,0.8016444,0.00013166342,0.00018989171,0.0001300041,0.106965154,0.0012261764,0.0033288673,0.00026692243,0.0023597213,0.082027055],"study_design_scores_gemma":[0.0021303636,0.00036118826,0.85123014,0.00010941348,0.00016620042,0.000009793903,0.1410494,0.0017967589,0.00014154112,0.0022133824,0.00043703517,0.00035474775],"about_ca_topic_score_codex":0.97578293,"about_ca_topic_score_gemma":0.98633176,"teacher_disagreement_score":0.0816723,"about_ca_system_score_codex":0.006117199,"about_ca_system_score_gemma":0.001111066,"threshold_uncertainty_score":0.9997798},"labels":[],"label_agreement":null},{"id":"W3100563657","doi":"","title":"Synthesis Report: Implementing a Regional, Indigenous-Led and Sustainability-Informed Impact Assessment in Ontario’s Ring of Fire","year":2020,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of Waterloo; York University","funders":"Strong","keywords":"Geography; Indigenous; Sustainability; Variety (cybernetics); Political science; Environmental planning; Business; Natural resource economics; Economic growth; Ecology; Economics","score_opus":0.01649074283361774,"score_gpt":0.2954167199528752,"score_spread":0.2789259771192575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100563657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931556,0.00002751301,0.000023385763,0.0004975335,0.0000239772,0.0005656702,0.000008459213,0.00002636374,0.0056714723],"genre_scores_gemma":[0.99850404,0.000023491848,0.0008394241,0.00031966655,0.000024767567,0.00005874523,0.000017203769,0.0000209735,0.00019167172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769706,0.000097061085,0.0006484328,0.00043811408,0.0005192085,0.00060015754],"domain_scores_gemma":[0.99888986,0.00013408209,0.0003177353,0.00027450727,0.000010305481,0.00037348986],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000567655,0.00025199825,0.0004087423,0.000027666434,0.0002477528,0.00006746524,0.00023209937,0.00009730759,0.0021623787],"category_scores_gemma":[0.00017105977,0.000235915,0.00013106308,0.00021563296,0.00022032359,0.00064531766,0.00046324998,0.00037594052,0.000017580433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033011995,0.00012943432,0.9928107,0.000049132243,0.000041628966,0.000086286585,0.0041790423,0.0002266733,0.00097470527,0.00008138661,0.00009369981,0.0012942699],"study_design_scores_gemma":[0.00054064934,0.00015739599,0.9925025,0.00003974581,0.000029161121,0.000015929065,0.0028311955,0.00014063089,0.0005172128,0.0005613608,0.0023940692,0.00027013695],"about_ca_topic_score_codex":0.23430274,"about_ca_topic_score_gemma":0.15292202,"teacher_disagreement_score":0.08138073,"about_ca_system_score_codex":0.0025172518,"about_ca_system_score_gemma":0.00028424122,"threshold_uncertainty_score":0.9987498},"labels":[],"label_agreement":null},{"id":"W3101997439","doi":"10.5864/d2020-021","title":"PHIs in the investigation of environmental drivers of elevated blood lead","year":2020,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control","funders":"","keywords":"Lead (geology); Environmental health; Public health; Psychological intervention; Interview; Public health interventions; Psychology; Medicine; Political science; Nursing; Biology","score_opus":0.03137641660888768,"score_gpt":0.291595755986684,"score_spread":0.26021933937779634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101997439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98331106,0.010891575,0.000011208122,0.0037218942,0.000033675406,0.0013046076,0.00011037554,0.000011281395,0.00060431834],"genre_scores_gemma":[0.9522118,0.03733366,0.00028895264,0.009983931,0.00001903583,0.000032217875,0.00008268368,0.00002072872,0.000027006403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971506,0.00046678662,0.0008723449,0.00036828645,0.00078037695,0.00036159146],"domain_scores_gemma":[0.99887764,0.000063039726,0.0005439947,0.00030571286,4.271864e-7,0.0002091814],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059782906,0.00025286706,0.00053441146,0.000022823895,0.000095360476,0.0000042207594,0.00044968192,0.00006885086,0.0023605123],"category_scores_gemma":[0.000016763437,0.0002044541,0.00015277126,0.00028858945,0.0006102692,0.00023643521,0.0001988586,0.00026084832,0.00022676939],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003448339,0.0010117033,0.8623618,0.0014938182,0.000055066495,0.000014839231,0.008276064,0.000058085912,0.096060514,0.000034218796,0.0022564195,0.02834302],"study_design_scores_gemma":[0.001350905,0.0010153336,0.98345995,0.00071617065,0.00011925251,0.000012644973,0.0016408256,0.000071372146,0.005735886,0.00012777049,0.0053402735,0.00040964223],"about_ca_topic_score_codex":0.00013940316,"about_ca_topic_score_gemma":0.000013251015,"teacher_disagreement_score":0.12109815,"about_ca_system_score_codex":0.00028133462,"about_ca_system_score_gemma":0.000016744465,"threshold_uncertainty_score":0.9985515},"labels":[],"label_agreement":null},{"id":"W3105883841","doi":"10.1016/j.eiar.2020.106504","title":"The time is now to improve the treatment of biodiversity in Canadian environmental impact statements","year":2020,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Biodiversity; Environmental resource management; Environmental impact assessment; Environmental impact statement; Environmental planning; Business; Geography; Environmental science; Ecology; Biology","score_opus":0.015025817879861797,"score_gpt":0.32755817086814576,"score_spread":0.31253235298828397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105883841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824981,0.0036473353,0.00000807459,0.007550191,0.00011294197,0.0035093601,0.0015094379,0.000020628775,0.001143912],"genre_scores_gemma":[0.9564385,0.037819203,0.000090705704,0.004733678,0.000049949966,0.00014250445,0.00019416724,0.000044413617,0.0004868843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955896,0.0003788336,0.0008767777,0.00076096284,0.0010771843,0.0013166108],"domain_scores_gemma":[0.99731755,0.00012630902,0.00038782723,0.00079667213,0.0000019138615,0.0013697143],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00059935934,0.0007360482,0.00078500586,0.000055107485,0.0006081635,0.00009689877,0.0009554681,0.00011636756,0.014103883],"category_scores_gemma":[0.000014973151,0.00043405182,0.00062823796,0.00040801917,0.00051336107,0.0005774296,0.00041897388,0.00029421758,0.0043142056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006658732,0.0009353034,0.94383883,0.000034999674,0.00029057302,0.00003070403,0.0017058449,0.00020998559,0.012120363,0.0000011998895,0.015688073,0.025077553],"study_design_scores_gemma":[0.0010539936,0.0023943027,0.8993836,0.00008051683,0.00018086926,0.000005443283,0.0002924426,0.00030286575,0.00084306084,0.000016559225,0.09486076,0.0005855746],"about_ca_topic_score_codex":0.032495853,"about_ca_topic_score_gemma":0.0041018836,"teacher_disagreement_score":0.079172686,"about_ca_system_score_codex":0.0075783706,"about_ca_system_score_gemma":0.000115922136,"threshold_uncertainty_score":0.9998111},"labels":[],"label_agreement":null},{"id":"W3107937505","doi":"10.5382/sp.12.07","title":"The Rise of Sustainability","year":2005,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainability; Environmental science; Business; Biology; Ecology","score_opus":0.007877331202639297,"score_gpt":0.2540534129466298,"score_spread":0.2461760817439905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107937505","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001916086,0.00010497133,0.000013065348,0.00044297628,0.000056441328,0.00029057992,0.000009002057,0.000013965611,0.9971529],"genre_scores_gemma":[0.073587775,0.00026174044,0.00007884723,0.00006017996,0.000048873404,0.0000049780406,0.0000023118835,0.000018584615,0.9259367],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989745,0.00001591609,0.0002459832,0.00019035446,0.00037883426,0.0001944116],"domain_scores_gemma":[0.9993691,0.00006146053,0.00014553205,0.00034207653,0.000004684029,0.00007718896],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020580275,0.00017176478,0.00017039418,0.0000073086094,0.00015657634,0.000013294355,0.00028194024,0.00014161787,0.01302144],"category_scores_gemma":[0.000013833918,0.00010926899,0.00013758622,0.00001253343,0.0008129247,0.00007637341,0.00032410392,0.00017214745,0.00048628048],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000886191,0.00034255994,0.034246393,0.00005990117,0.00023270496,0.000017127644,0.00085065945,0.00025459914,0.00025181635,0.21168824,0.06299742,0.68896997],"study_design_scores_gemma":[0.00009383915,0.00005156593,0.009283038,0.0000049887603,0.000025582232,7.279985e-7,0.000088873334,0.000010947173,0.00006118051,0.056626413,0.93357253,0.00018028627],"about_ca_topic_score_codex":0.00017048574,"about_ca_topic_score_gemma":0.00021365166,"teacher_disagreement_score":0.87057513,"about_ca_system_score_codex":0.0006253242,"about_ca_system_score_gemma":0.000015555159,"threshold_uncertainty_score":0.98788077},"labels":[],"label_agreement":null},{"id":"W3108951632","doi":"10.2166/wqrj.2020.124","title":"Value of a made-in-Ontario management system standard for municipal wastewater and stormwater utilities","year":2020,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Ministère de l’Environnement, de la Protection de la nature et des Parcs","keywords":"Stormwater; Business; Environmental planning; Accountability; Wastewater; Government (linguistics); Local government; Value (mathematics); Stormwater management; Environmental resource management; Environmental science; Public administration; Environmental engineering; Political science; Computer science","score_opus":0.1258219919186114,"score_gpt":0.3809543909468489,"score_spread":0.2551323990282375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108951632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99625164,0.000019255827,0.00009777942,0.00094639714,0.000056584664,0.0004428669,0.000020019204,0.000006881388,0.002158561],"genre_scores_gemma":[0.99713045,0.000020397956,0.0010867902,0.00006475838,0.00003969396,0.000024509876,0.0000052351747,0.000013841981,0.001614323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971318,0.0005389455,0.00048672582,0.0002447125,0.0009658502,0.0006319223],"domain_scores_gemma":[0.999452,0.0000507033,0.00005646778,0.00013974178,0.000013533447,0.00028758458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032167449,0.00013405272,0.0002870401,0.000056092624,0.00025586062,0.000103500366,0.00028145174,0.000061582294,0.0006737311],"category_scores_gemma":[0.0000133763315,0.00008944243,0.00009934822,0.000061841856,0.00034427978,0.00031240936,0.0005438128,0.0004340847,0.000033666107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028382896,0.00034715337,0.73768634,0.0011319945,0.0003344405,0.00016800528,0.16379724,0.00043619017,0.0877545,0.0013876462,0.0012100852,0.002908091],"study_design_scores_gemma":[0.009512608,0.0032029012,0.6945915,0.00045655388,0.00009693476,0.000077800716,0.13391314,0.00066512194,0.104262814,0.009346977,0.042864174,0.0010094453],"about_ca_topic_score_codex":0.0101024285,"about_ca_topic_score_gemma":0.0025517487,"teacher_disagreement_score":0.043094832,"about_ca_system_score_codex":0.0009271014,"about_ca_system_score_gemma":0.000015943368,"threshold_uncertainty_score":0.9964894},"labels":[],"label_agreement":null},{"id":"W3121174489","doi":"10.1186/s13021-020-00164-1","title":"Cumulative effects of natural and anthropogenic disturbances on the forest carbon balance in the oil sands region of Alberta, Canada; a pilot study (1985–2012)","year":2021,"lang":"en","type":"article","venue":"Carbon Balance and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; Natural Resources Canada; Canadian Forest Service","funders":"Natural Resources Canada; Alberta-Pacific Forest Industries","keywords":"Environmental science; Disturbance (geology); Taiga; Oil sands; Carbon sink; Logging; Cumulative effects; Climate change; Productivity; Forestry; Environmental protection; Geography; Ecology","score_opus":0.008775383686227966,"score_gpt":0.2347880265695584,"score_spread":0.22601264288333045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121174489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912809,0.00065517495,5.102955e-7,0.00043510206,0.00011322328,0.00034336813,0.0000014304015,0.0000021072544,0.007168146],"genre_scores_gemma":[0.9980489,0.0009152884,0.000003571082,0.00025075636,0.000013208467,0.000046799658,0.0000024322512,0.000006391808,0.0007126621],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890655,0.00014284845,0.00017201227,0.00024563124,0.00034595968,0.00018699985],"domain_scores_gemma":[0.99945843,0.00017293962,0.000108069486,0.00022733804,0.0000032289215,0.000030002722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013372816,0.00014397176,0.0002022688,0.000012863987,0.00007172715,0.000012244074,0.00014748138,0.000015923793,0.0000049244168],"category_scores_gemma":[0.000015802503,0.00008863671,0.00001911528,0.00016988555,0.00022594594,0.00005521057,0.00016624035,0.000099144636,1.5896292e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006381396,0.0004226702,0.99482113,0.00010576278,0.00006982593,0.000077734716,0.0022384315,0.000069975795,0.0004956112,0.0002594432,0.00016452427,0.0012110947],"study_design_scores_gemma":[0.00066709507,0.000355868,0.9952374,0.00008079303,0.000042662592,0.000001661707,0.0025819747,0.00036647776,0.0002994677,0.00014127413,0.00011778311,0.00010750873],"about_ca_topic_score_codex":0.14285502,"about_ca_topic_score_gemma":0.31682613,"teacher_disagreement_score":0.17397113,"about_ca_system_score_codex":0.0001036648,"about_ca_system_score_gemma":0.0000087669305,"threshold_uncertainty_score":0.8628528},"labels":[],"label_agreement":null},{"id":"W3121256389","doi":"","title":"Polyjural and Polycentric Sustainability Assessment: A Once-in-a-Generation Law Reform Opportunity","year":2016,"lang":"en","type":"article","venue":"Knowledge@SchulichLaw","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Government (linguistics); Interdependence; Legitimacy; Political science; Politics; Indigenous; Public administration; Business; Economics; Law","score_opus":0.018779792094719597,"score_gpt":0.3071742919266834,"score_spread":0.2883944998319638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121256389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.824679,0.00007989987,0.000114588074,0.0015202614,0.00020102398,0.00043374635,0.0000136637345,0.000053495973,0.1729043],"genre_scores_gemma":[0.9946088,0.000092264905,0.00020910944,0.0002988631,0.00012748422,0.00004962196,0.000013566237,0.000024325655,0.004575955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978918,0.00021276431,0.00039667625,0.00053782086,0.0003337015,0.00062722457],"domain_scores_gemma":[0.9989988,0.000060930663,0.00011458701,0.00036318295,0.000014913893,0.00044754133],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005435167,0.00028316112,0.00028333173,0.000052121202,0.00033150622,0.000061185616,0.00023508171,0.00015424246,0.0016696176],"category_scores_gemma":[0.000058660058,0.00020502666,0.00007710428,0.00029921907,0.00059613376,0.0009392967,0.00042736196,0.00018829752,0.0002186624],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007749502,0.0016668648,0.764091,0.000051450872,0.000045135985,0.000047651763,0.0021391872,0.0000067398437,0.033292178,0.037771646,0.0011900988,0.15962054],"study_design_scores_gemma":[0.002294668,0.00030521545,0.9553758,0.000039688148,0.000034622015,0.000015202716,0.0007258346,0.00039749136,0.0030970431,0.0062856767,0.030699557,0.00072922057],"about_ca_topic_score_codex":0.0026965109,"about_ca_topic_score_gemma":0.0048138923,"teacher_disagreement_score":0.19128476,"about_ca_system_score_codex":0.0033761077,"about_ca_system_score_gemma":0.00008192187,"threshold_uncertainty_score":0.999243},"labels":[],"label_agreement":null},{"id":"W3121684193","doi":"","title":"The Evolution of Federal EA in Canada: One Step Forward, Two Steps Back?","year":2013,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Process (computing); Computer science; Operations research; Engineering","score_opus":0.008463322464458578,"score_gpt":0.2236466440875461,"score_spread":0.2151833216230875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121684193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9636309,0.000087898195,0.000046276105,0.00042418565,0.00015765648,0.00039824564,0.000011678521,0.0000075640664,0.0352356],"genre_scores_gemma":[0.9966808,0.00002258132,0.00036116588,0.00031858872,0.000039479193,0.00003670034,0.0000048756233,0.000013747157,0.0025220916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984169,0.0001072591,0.00031371185,0.00021352108,0.00051692117,0.00043167744],"domain_scores_gemma":[0.9993678,0.000060001163,0.000114881754,0.00026122833,0.0000058601054,0.0001902663],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001954492,0.00014311273,0.00018175332,0.000010020485,0.00024380103,0.000055104836,0.00030852348,0.00004664724,0.0032070251],"category_scores_gemma":[0.000019484562,0.00011381793,0.00005111533,0.00014188189,0.00020066241,0.00045762816,0.00020435356,0.00019660674,0.0008834432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017916778,0.00013383223,0.9819922,0.000008355936,0.000026675933,0.000002688617,0.000098120676,0.0005543018,0.0064628366,0.0015473084,0.005180292,0.0039755157],"study_design_scores_gemma":[0.00071811705,0.00005584186,0.9908953,0.00002011052,0.0000070696174,0.0000010998668,0.0010776881,0.00041106035,0.0006895222,0.0017969535,0.0041310405,0.00019622571],"about_ca_topic_score_codex":0.9834052,"about_ca_topic_score_gemma":0.9831062,"teacher_disagreement_score":0.03304987,"about_ca_system_score_codex":0.003064526,"about_ca_system_score_gemma":0.000109703346,"threshold_uncertainty_score":0.9998945},"labels":[],"label_agreement":null},{"id":"W3121740343","doi":"","title":"A (Pre)cautionary Tale about the Kearl Oil Sands Decision: The Significance of Pembina Institute for Appropriate Development et Al V. Canada [Attorney-General] for the Future of Environmental Assessment","year":2009,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precautionary principle; Context (archaeology); Environmental impact assessment; Environmental planning; Environmental law; Impact assessment; Mandate; Environmental resource management; Political science; Law; Environmental science; Geography","score_opus":0.009943404303312984,"score_gpt":0.2675462650070914,"score_spread":0.2576028607037784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121740343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97346646,0.00041601705,0.008453854,0.012016938,0.0007072698,0.0017362486,0.0003665352,0.000014183196,0.0028224906],"genre_scores_gemma":[0.9860296,0.00031004418,0.0073492336,0.0041728197,0.000081350074,0.00030132543,0.00006277148,0.00001625972,0.0016765427],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978882,0.00007515586,0.0005003055,0.0003371329,0.00083092216,0.00036827283],"domain_scores_gemma":[0.99893486,0.00027601927,0.00027767915,0.00041240227,0.000007719698,0.00009134303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007086556,0.0002588396,0.00025071405,0.0000119877695,0.0007025903,0.000031083142,0.000697885,0.00005764623,0.00035338575],"category_scores_gemma":[0.000011909978,0.00013084525,0.00015605598,0.000119948774,0.00043671287,0.00021015298,0.00019410002,0.000169259,0.0000025368806],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080773607,0.0023437154,0.050126128,0.00006623948,0.00057290745,0.0000057103466,0.0053799413,0.02210454,0.06691637,0.007897391,0.10072316,0.7430562],"study_design_scores_gemma":[0.0009318651,0.0001784112,0.7319955,0.000015010635,0.000050565017,0.0000037266873,0.0013910845,0.001018854,0.002756254,0.00062942365,0.26078814,0.00024113183],"about_ca_topic_score_codex":0.010611153,"about_ca_topic_score_gemma":0.032562565,"teacher_disagreement_score":0.742815,"about_ca_system_score_codex":0.0005786585,"about_ca_system_score_gemma":0.00024322465,"threshold_uncertainty_score":0.9959773},"labels":[],"label_agreement":null},{"id":"W3121928039","doi":"","title":"The Role of EA in Achieving a Sustainable Energy Future in Canada: A Case Study of the Lower Churchill Panel Review","year":2013,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Energy (signal processing); Panel discussion; Environmental impact assessment; Energy policy; Process (computing); Political science; Engineering; Business; Geography; Renewable energy; Computer science; Law","score_opus":0.006046032238326644,"score_gpt":0.214607887982272,"score_spread":0.20856185574394537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121928039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932821,0.0018657504,1.3521846e-7,0.0003929346,0.00006096227,0.0006424983,0.0000030632898,0.0000025412098,0.0037500386],"genre_scores_gemma":[0.99830204,0.00048414845,0.000006413967,0.00050802605,0.000020187379,0.000084495325,6.128155e-7,0.000011025229,0.00058305135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984441,0.00023362748,0.00037872067,0.00018956875,0.00039204818,0.0003619525],"domain_scores_gemma":[0.99928707,0.000058417103,0.00016173857,0.00039451645,0.000006606277,0.000091671776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003117061,0.00014073518,0.00024452966,0.000010653264,0.00017522591,0.000016679995,0.0003938762,0.00003750454,0.00043386334],"category_scores_gemma":[0.000032713695,0.00008514048,0.00005141423,0.0003159372,0.000113392576,0.00022679953,0.00039394625,0.0002223308,0.0000065055333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012873058,0.0008533246,0.9871279,0.00007565333,0.00002706617,0.00022035025,0.0013726347,0.00040442537,0.000990978,0.00051911,0.00072120765,0.0076745055],"study_design_scores_gemma":[0.000749003,0.0001782678,0.91833496,0.00023338731,0.000028232284,0.000034976267,0.06351785,0.000062717,0.00023476168,0.0005727164,0.015788559,0.0002645595],"about_ca_topic_score_codex":0.98302287,"about_ca_topic_score_gemma":0.9745836,"teacher_disagreement_score":0.06879291,"about_ca_system_score_codex":0.00073794153,"about_ca_system_score_gemma":0.0000865134,"threshold_uncertainty_score":0.47504994},"labels":[],"label_agreement":null},{"id":"W3122284428","doi":"10.2139/ssrn.2674021","title":"Policy Design and Nodal Governance: A Comparative Analysis of Determinants of Environmental Policy Change in a South African City","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Toronto; Trinity College","funders":"","keywords":"Corporate governance; NODAL; Environmental policy; Political science; Environmental planning; Geography; Economics; Biology; Finance","score_opus":0.0364511669675551,"score_gpt":0.31912287430359315,"score_spread":0.2826717073360381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122284428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988399,0.000205236,0.0002340139,0.00007256345,0.000012884313,0.00019240034,0.000041101586,0.0000027746382,0.0003991189],"genre_scores_gemma":[0.9990106,0.00061442354,0.00017023955,0.00004249088,0.000046181405,0.0000076036304,0.0000019380511,0.000008489479,0.00009800095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774265,0.00018842485,0.00038379844,0.000203121,0.0004748894,0.0010071152],"domain_scores_gemma":[0.9992236,0.000031596053,0.0004350239,0.00012500802,0.000003148782,0.00018162845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009006479,0.00017596777,0.0004789802,0.0001886695,0.00006244832,0.000011027977,0.00022310391,0.00006703064,0.00006218719],"category_scores_gemma":[0.000029331444,0.00015796481,0.00010716023,0.0007342447,0.0003562555,0.00030270842,0.00016242689,0.00040370526,0.000004818904],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013506266,0.00029194145,0.9741262,0.0000018845806,0.00020154334,0.0000032222883,0.015661228,0.00039504922,0.0012996516,0.0004089555,0.000001432244,0.0074738106],"study_design_scores_gemma":[0.0009544507,0.00056097144,0.9842351,0.000009374701,0.00013576791,0.000018511857,0.007404363,0.0012579137,0.00040960248,0.0048369044,0.000007554618,0.00016945801],"about_ca_topic_score_codex":0.0050146426,"about_ca_topic_score_gemma":0.0031309943,"teacher_disagreement_score":0.010108909,"about_ca_system_score_codex":0.0024918702,"about_ca_system_score_gemma":0.00029659137,"threshold_uncertainty_score":0.7580673},"labels":[],"label_agreement":null},{"id":"W3122475839","doi":"10.32920/22223377","title":"Resourceful impacts: Harm and valuation of the sacred","year":2023,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Harm; Valuation (finance); Adjudication; Prosperity; Damages; Context (archaeology); Technocracy; Environmental ethics; Sociology; Political science; Business; Law; Geography; Finance; Archaeology; Philosophy","score_opus":0.02877782366842706,"score_gpt":0.2876707212227402,"score_spread":0.2588928975543131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122475839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848294,0.000007043889,0.000015326608,0.00036972508,0.00003663795,0.00010985408,0.00000392014,0.00001894029,0.014609101],"genre_scores_gemma":[0.9964465,0.000040409494,0.00006176749,0.00018434558,0.000008693058,0.0000029305208,0.0000017189689,0.0000045509223,0.003249114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994388,0.000037985727,0.00008868274,0.00008598055,0.00023614122,0.00011239782],"domain_scores_gemma":[0.9997879,0.00002425204,0.000039261915,0.00010569655,8.0649096e-7,0.000042083793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019484271,0.00004830735,0.000053019736,0.000008712507,0.00008902977,0.000008924127,0.000084991814,0.000025045187,0.0007609598],"category_scores_gemma":[0.000025079693,0.000030150508,0.000025763993,0.0001860518,0.00013815862,0.00008920244,0.0001966038,0.000035701174,0.00015347273],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006420768,0.000038951133,0.87454146,0.000005682946,0.000010695549,4.792681e-7,0.0020850364,0.00016386465,0.1090387,0.00008465619,0.0065981424,0.007425896],"study_design_scores_gemma":[0.00013979456,0.000022391048,0.9901013,0.000003524179,0.000005542964,4.588453e-7,0.00055377476,0.0003932166,0.005303081,0.0013176823,0.0021168382,0.00004243712],"about_ca_topic_score_codex":0.000309453,"about_ca_topic_score_gemma":0.000036722064,"teacher_disagreement_score":0.11555979,"about_ca_system_score_codex":0.000050611907,"about_ca_system_score_gemma":0.0000023815835,"threshold_uncertainty_score":0.83319765},"labels":[],"label_agreement":null},{"id":"W3122488089","doi":"","title":"Moving Theory into Practice: Human Rights Impact Assessments of Intellectual Property Rights in Trade Agreements","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Intellectual property; Human rights; Impact assessment; Political science; Scholarship; Public economics; Right to health; Law and economics; Economic growth; Business; Public administration; Economics; Law","score_opus":0.00823255114714491,"score_gpt":0.30866497181165864,"score_spread":0.30043242066451376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122488089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780794,0.00006136508,0.0022185838,0.00012653835,0.00010614407,0.00028829728,0.0000014926405,0.000016081382,0.019102134],"genre_scores_gemma":[0.9981785,0.000069548485,0.00038040566,0.000076868855,0.00009237003,0.000008232999,0.0000066647785,0.00002263779,0.0011647618],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9956144,0.0008016052,0.0006157489,0.0003496007,0.00080610864,0.001812521],"domain_scores_gemma":[0.9989306,0.0001996458,0.00041737425,0.00025143195,0.000008150053,0.00019283433],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033628077,0.00031888383,0.0003696275,0.000121250974,0.0005628131,0.00005966441,0.00055123784,0.00013413659,0.0009628237],"category_scores_gemma":[0.00010514358,0.00020355717,0.00017812393,0.0002868519,0.00025607576,0.0010718686,0.0001851747,0.0015517167,0.000088195666],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023160006,0.013702179,0.45199284,0.0000849731,0.0031266543,0.000109734894,0.030880343,0.002884229,0.17199735,0.122233406,0.0021984624,0.19847381],"study_design_scores_gemma":[0.004251641,0.004659316,0.092911996,0.00014057227,0.00019433288,0.000248464,0.003376382,0.00063074665,0.0038218808,0.8800604,0.008645592,0.0010587019],"about_ca_topic_score_codex":0.00490953,"about_ca_topic_score_gemma":0.005083642,"teacher_disagreement_score":0.757827,"about_ca_system_score_codex":0.004285094,"about_ca_system_score_gemma":0.00015145098,"threshold_uncertainty_score":0.9999504},"labels":[],"label_agreement":null},{"id":"W3122950324","doi":"","title":"Safe Drinking Water Policy for Canada - Turning Hindsight into Foresight","year":2011,"lang":"en","type":"article","venue":"C.D. Howe Institute Commentary","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Competence (human resources); Hindsight bias; Business; Environmental planning; Water quality; Economics; Geography; Computer science; Psychology","score_opus":0.01932744987082677,"score_gpt":0.24652401660872791,"score_spread":0.22719656673790115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122950324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95657146,0.00004149937,0.0013724198,0.007783538,0.0012685871,0.0007217823,0.000029981591,0.000058229212,0.032152507],"genre_scores_gemma":[0.98047334,0.000028228877,0.0047089797,0.013509653,0.00028245602,0.00007818709,0.00018409723,0.000034917102,0.0007001358],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825865,0.0000414113,0.00030967745,0.00036003144,0.00035524074,0.0006749846],"domain_scores_gemma":[0.99930936,0.000027394326,0.0000822943,0.00030350324,0.000004563873,0.0002728778],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001663532,0.00028629857,0.00023188542,0.000048266294,0.0007693443,0.000038362028,0.0004999019,0.00008097448,0.0016869837],"category_scores_gemma":[0.000012208135,0.00022831686,0.00009688529,0.00010835721,0.00026238602,0.00078316487,0.00052164576,0.00017987088,0.000075486096],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031594653,0.0009639825,0.60431296,0.000095974036,0.0004359826,0.0002746156,0.026276719,0.00046974295,0.040939044,0.0019315426,0.27121067,0.052772805],"study_design_scores_gemma":[0.0013682363,0.00018751984,0.06419456,0.000044341345,0.00006170617,0.000011860244,0.0006592937,0.00009365732,0.05493966,0.0047849473,0.8728885,0.00076569733],"about_ca_topic_score_codex":0.5718183,"about_ca_topic_score_gemma":0.4801738,"teacher_disagreement_score":0.60167783,"about_ca_system_score_codex":0.001792599,"about_ca_system_score_gemma":0.000059938695,"threshold_uncertainty_score":0.9992256},"labels":[],"label_agreement":null},{"id":"W3123156197","doi":"10.60082/2817-5069.2998","title":"Process and Reconciliation: Integrating the Duty to Consult with Environmental Assessment","year":2016,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"Duty; Operationalization; Principal (computer security); Process (computing); Government (linguistics); Order (exchange); Political science; Management science; Process management; Computer science; Law; Business; Epistemology; Engineering; Computer security","score_opus":0.008135702229238527,"score_gpt":0.258408038477737,"score_spread":0.2502723362484985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123156197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87875724,0.000024025085,0.0012940848,0.0043035084,0.00010547505,0.00030855244,0.000019190267,0.000018358904,0.115169555],"genre_scores_gemma":[0.9965524,0.00005383848,0.0018255683,0.000965684,0.000083623054,0.000022807804,0.0000014265161,0.000018118042,0.00047655342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854636,0.000106412655,0.0002430635,0.00024989643,0.000528647,0.00032561994],"domain_scores_gemma":[0.99932677,0.00008253317,0.00015604208,0.00015310371,0.0000047192425,0.0002768301],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004223223,0.0001875213,0.00014878405,0.000011763397,0.0008160098,0.000117295225,0.00022725569,0.000049825172,0.0021649126],"category_scores_gemma":[0.000014926929,0.00008947355,0.000036944577,0.00006507683,0.0003915431,0.0005199625,0.00013625601,0.00023001355,0.00012191371],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012469833,0.0003447099,0.8292945,0.000007827647,0.00013041728,0.00006214842,0.0030926564,0.00012777842,0.04027003,0.008824244,0.00074142,0.11697957],"study_design_scores_gemma":[0.003808593,0.0015311872,0.9474033,0.00027145728,0.00012970135,0.0011445404,0.00974353,0.0001406369,0.00638338,0.019037632,0.0093048,0.001101224],"about_ca_topic_score_codex":0.0006793818,"about_ca_topic_score_gemma":0.0049169417,"teacher_disagreement_score":0.118108824,"about_ca_system_score_codex":0.0004591479,"about_ca_system_score_gemma":0.000015769785,"threshold_uncertainty_score":0.9987472},"labels":[],"label_agreement":null},{"id":"W3123338612","doi":"10.22329/wyaj.v29i0.4485","title":"Assessing Stakeholder Participation in Sub-Arctic Co-Management: Administrative Rulemaking and Private Agreements","year":2011,"lang":"en","type":"article","venue":"Windsor Yearbook of Access to Justice","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Fisheries Joint Management Committee","keywords":"Rulemaking; Agency (philosophy); Negotiation; Corporate governance; Political science; Stakeholder; Public administration; Citizen journalism; Democracy; Sociology; Business; Humanities; Management; Public relations; Law; Politics; Economics; Social science; Philosophy","score_opus":0.16611613317726218,"score_gpt":0.39197966032717413,"score_spread":0.22586352714991195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123338612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9640267,0.000009567582,0.00028981583,0.000027346578,0.000055135148,0.00043442042,0.000005144415,0.000012119604,0.035139732],"genre_scores_gemma":[0.9978496,0.000017330107,0.0017495167,0.00021782001,0.000016964186,0.000035196932,0.0000046778646,0.000015967838,0.00009291431],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866664,0.00007454008,0.00030931438,0.00029781988,0.00034493918,0.00030676174],"domain_scores_gemma":[0.99950284,0.00003692047,0.0001609837,0.00016438379,0.0000049584273,0.00012989134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025259264,0.00015281198,0.00017506235,0.000072375224,0.00011279344,0.00011927105,0.00023902256,0.000050507053,0.0006672406],"category_scores_gemma":[0.000028721468,0.00015512365,0.000022465521,0.00020897837,0.00017608088,0.0012615592,0.00031016563,0.00010151148,0.00008477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006713559,0.00046527997,0.9791455,0.00015105908,0.000041528892,0.000034989083,0.0053834193,0.00011081014,0.006266045,0.00017311808,0.00005519354,0.008105894],"study_design_scores_gemma":[0.0003990125,0.000087984954,0.9921044,0.00010869755,0.000086973654,6.231979e-7,0.0008900899,0.000053867785,0.005726229,0.0002889476,0.00008140852,0.00017174972],"about_ca_topic_score_codex":0.00025901702,"about_ca_topic_score_gemma":0.00008326564,"teacher_disagreement_score":0.03504682,"about_ca_system_score_codex":0.00015466215,"about_ca_system_score_gemma":0.0000075384855,"threshold_uncertainty_score":0.7305817},"labels":[],"label_agreement":null},{"id":"W3124014061","doi":"","title":"Challenges and Opportunities of a Forthcoming Strategic Assessment of the Implications of International Climate Change Mitigation Commitments for Individual Undertakings in Canada","year":2018,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Climate change; Sustainability; Strategic environmental assessment; Legislation; Impact assessment; Business; Environmental planning; Environmental resource management; Suite; Political science; Environmental impact assessment; Public administration; Economics; Geography","score_opus":0.10116695479831217,"score_gpt":0.3198616005470348,"score_spread":0.2186946457487226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124014061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98994213,0.000056298813,0.0000072056223,0.00071872654,0.00007194308,0.0003259548,0.00019512599,0.0000018438762,0.0086807795],"genre_scores_gemma":[0.999054,0.0002781001,0.0003763308,0.000183656,0.000016884569,0.000055265704,0.000020310823,0.0000059584686,0.00000949313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992212,0.000037522437,0.00025357498,0.000114430135,0.00024195477,0.00013128918],"domain_scores_gemma":[0.9995273,0.000045061734,0.00025206042,0.000119953824,0.000011208467,0.000044415123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018947016,0.00007554034,0.0001282878,0.000016958806,0.000072797,0.0000068817126,0.00019318637,0.000029778947,0.000071525166],"category_scores_gemma":[0.000005427589,0.000064126805,0.000027849794,0.000038547027,0.00023488162,0.00018950528,0.0001607041,0.000049750088,1.8893029e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009381472,0.00012321767,0.9447445,0.000050575552,0.000041530282,2.0029606e-7,0.0010555373,0.00001128542,0.0022605348,0.044722978,0.000015454978,0.0069648027],"study_design_scores_gemma":[0.00034006068,0.00006798392,0.991706,0.000057105844,0.000014704343,5.624858e-7,0.002512686,0.00011060982,0.0009806601,0.004027138,0.00012267508,0.000059815782],"about_ca_topic_score_codex":0.15214087,"about_ca_topic_score_gemma":0.67284364,"teacher_disagreement_score":0.5207028,"about_ca_system_score_codex":0.00023708546,"about_ca_system_score_gemma":0.000053261083,"threshold_uncertainty_score":0.8535051},"labels":[],"label_agreement":null},{"id":"W3125126210","doi":"","title":"Fulfilling the Promise: Basic Components of Next Generation Environmental Assessment","year":2016,"lang":"en","type":"article","venue":"Knowledge@SchulichLaw","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Engineering ethics; Key (lock); Political science; Sociology; Environmental ethics; Engineering; Computer science; History; Philosophy; Computer security","score_opus":0.042721612443069074,"score_gpt":0.28193267996457905,"score_spread":0.23921106752150997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125126210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97467184,0.00012971897,0.0006371236,0.00048263057,0.00038102092,0.00055029255,0.000034373163,0.000035425113,0.023077587],"genre_scores_gemma":[0.9955844,0.00014560654,0.0005703408,0.00013087915,0.00021645759,0.000069246904,0.000032206306,0.000036067213,0.0032147756],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9978464,0.00023202364,0.00046484196,0.00044583206,0.0005638214,0.00044705943],"domain_scores_gemma":[0.99898946,0.00011782302,0.00022988625,0.00047631026,0.0000049652535,0.00018157375],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044522746,0.00029178188,0.0002738217,0.000030183399,0.00039445484,0.000045605553,0.00047968255,0.00011248745,0.0046905796],"category_scores_gemma":[0.000017560444,0.00017430817,0.00015451088,0.00014925314,0.00061419874,0.00055409595,0.00043566863,0.00015657357,0.0015165949],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014106784,0.0005566042,0.08939478,0.0000072994108,0.00004757695,0.0000020440239,0.00059437874,0.000032290303,0.87517554,0.00023911019,0.001774018,0.03216227],"study_design_scores_gemma":[0.002439463,0.00035387208,0.8586775,0.000088565444,0.0001203053,0.000012795857,0.0004529937,0.0025125302,0.073651895,0.0007198855,0.060171977,0.0007981864],"about_ca_topic_score_codex":0.00007167319,"about_ca_topic_score_gemma":0.000066982306,"teacher_disagreement_score":0.8015236,"about_ca_system_score_codex":0.0006326475,"about_ca_system_score_gemma":0.000018625624,"threshold_uncertainty_score":0.99926084},"labels":[],"label_agreement":null},{"id":"W3125351386","doi":"","title":"Sustainable Governance Indicators","year":2014,"lang":"en","type":"article","venue":"CSLS Research Reports","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Government (linguistics); Commons; Quality (philosophy); House of Commons; Business; Sustainable development; Political science; Politics; Law; Finance","score_opus":0.01917461687869956,"score_gpt":0.3448338257878763,"score_spread":0.32565920890917677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125351386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65525305,0.000022434098,0.000041141913,0.00024696608,0.000064059066,0.00020811168,4.9691977e-7,0.000026975715,0.34413677],"genre_scores_gemma":[0.955012,0.000038493614,0.00014947708,0.00010850189,0.00007362024,0.00004185932,0.000003017223,0.000017972454,0.044555016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966554,0.00019842658,0.00022582024,0.00038674357,0.0017349557,0.00079863245],"domain_scores_gemma":[0.9990567,0.00007792967,0.00010258489,0.00045251293,0.000014153772,0.00029613258],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028824126,0.00010998804,0.000132333,0.000042826174,0.00044355556,0.00007760961,0.00023084538,0.000078861696,0.0032619208],"category_scores_gemma":[0.0007034947,0.00009763061,0.00005101234,0.00053917547,0.00049719604,0.00036331927,0.0006074323,0.000311732,0.0006724353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012062419,0.0003029879,0.8790064,0.000024784113,0.000015907293,0.0008409264,0.0006746831,0.00007759419,0.0049618203,0.003658843,0.07534377,0.03508021],"study_design_scores_gemma":[0.00011485368,0.00011189201,0.5537274,0.000008466613,0.0000026876303,0.000028899869,0.00037788923,0.00003338534,0.0029817706,0.011076831,0.4313621,0.00017385384],"about_ca_topic_score_codex":0.001561686,"about_ca_topic_score_gemma":0.000044648223,"teacher_disagreement_score":0.3560183,"about_ca_system_score_codex":0.0009151684,"about_ca_system_score_gemma":0.00003486826,"threshold_uncertainty_score":0.99764925},"labels":[],"label_agreement":null},{"id":"W3125420071","doi":"","title":"The 3 Bs of Impact Assessment of Technology Transfer Programs: Rationale, Technique, and a Case Example from the Canada Centre for Remote Sensing","year":2002,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Government (linguistics); Business; Data collection; Process (computing); Order (exchange); Private sector; Impact assessment; Public sector; Qualitative property; Public relations; Marketing; Computer science; Finance; Political science; Public administration; Economics; Economic growth","score_opus":0.010648163046806177,"score_gpt":0.25341725213656285,"score_spread":0.24276908908975667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125420071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98507094,0.00046621403,0.012202354,0.0014489525,0.000027524733,0.00060369587,0.000023523451,0.000005363735,0.00015143835],"genre_scores_gemma":[0.9978504,0.00071953645,0.0012053555,0.000029971283,0.000023199129,0.0000022926697,0.0000037531038,0.00001051937,0.00015494865],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985982,0.0000692289,0.00025669212,0.00012356351,0.00025764847,0.0006946243],"domain_scores_gemma":[0.99954844,0.00013506482,0.00012164672,0.00013478646,0.000011638212,0.000048430622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055937556,0.000113574,0.0001445952,0.000013473447,0.00038976964,0.000019464787,0.00015018707,0.000053976473,0.000056852856],"category_scores_gemma":[0.00001552522,0.000066206245,0.00006887226,0.00012956392,0.00023458169,0.00007643519,0.000039349485,0.0004323674,1.8966247e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007375228,0.00019958252,0.091149576,0.000009469211,0.00058147556,0.000038384427,0.0013629245,0.00012590914,0.02014669,0.0033023248,0.0005110085,0.8824989],"study_design_scores_gemma":[0.015274699,0.007322,0.17539962,0.00046555378,0.0015020091,0.02060256,0.13379528,0.04067127,0.02243911,0.5480617,0.03162043,0.002845771],"about_ca_topic_score_codex":0.19411387,"about_ca_topic_score_gemma":0.6270574,"teacher_disagreement_score":0.87965316,"about_ca_system_score_codex":0.0010310244,"about_ca_system_score_gemma":0.0002964775,"threshold_uncertainty_score":0.8112526},"labels":[],"label_agreement":null},{"id":"W3125557444","doi":"","title":"Governing Information: A Three Dimensional Analysis of Environmental Assessment","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Balsillie School of International Affairs; University of Waterloo","funders":"","keywords":"Corporate governance; Politics; Value (mathematics); Political science; Public administration; Positive economics; Regional science; Sociology; Economics; Law; Management; Statistics; Mathematics","score_opus":0.005378141598177771,"score_gpt":0.24330203595957225,"score_spread":0.2379238943613945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125557444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991173,0.00019035094,0.004203466,0.00007391073,0.0001261019,0.00009795035,0.000029832605,0.000009892274,0.0040954486],"genre_scores_gemma":[0.9988885,0.0001892549,0.00046342838,0.00012568773,0.000064497806,0.0000043960736,0.000038116144,0.00000975315,0.00021637345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707454,0.0000684435,0.0004017374,0.000105970386,0.0008277743,0.0015215203],"domain_scores_gemma":[0.9992845,0.000035684043,0.00034618782,0.00015021054,0.0000025940874,0.0001808096],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011951094,0.00016968948,0.00025310673,0.0000952378,0.00024537637,0.000024447201,0.00022225203,0.000069836344,0.0032165383],"category_scores_gemma":[0.000009748221,0.00014815084,0.00024156416,0.00033239662,0.00013631782,0.0014747627,0.00018674762,0.0007222297,0.00023040941],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015631724,0.00024881028,0.98121077,0.0000011002288,0.0007985863,3.5653002e-7,0.00029602624,0.001369124,0.0018259027,0.0015891716,0.00004529186,0.012599225],"study_design_scores_gemma":[0.00037334714,0.00013268193,0.994023,0.0000028071495,0.00046961568,0.000029666407,0.0010629308,0.00076825224,0.000053452695,0.0017980183,0.0011000517,0.0001861248],"about_ca_topic_score_codex":0.00015503904,"about_ca_topic_score_gemma":0.00022614886,"teacher_disagreement_score":0.012812277,"about_ca_system_score_codex":0.0027343219,"about_ca_system_score_gemma":0.00009713436,"threshold_uncertainty_score":0.9976947},"labels":[],"label_agreement":null},{"id":"W3125922298","doi":"","title":"The Lower Churchill Panel Review: Sustainability Assessment Under Legislative Constraints","year":2014,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Hydroelectricity; Legislature; Social sustainability; Environmental resource management; Economics; Environmental planning; Engineering; Political science; Environmental science","score_opus":0.014061697853504657,"score_gpt":0.2860895368388033,"score_spread":0.27202783898529864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125922298","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26854032,0.0008439798,0.0026266817,0.014431426,0.00093592214,0.002393263,0.00004085882,0.00017429925,0.7100133],"genre_scores_gemma":[0.9876405,0.0005787327,0.0003525265,0.006339707,0.000108506065,0.00008176317,0.0000135878945,0.000026041309,0.0048586205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99724513,0.0004989495,0.0004072074,0.00048881315,0.0007087516,0.00065113057],"domain_scores_gemma":[0.9985172,0.0002690897,0.00018306969,0.0006588914,0.000019382393,0.00035232928],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013134929,0.00029366606,0.00030685216,0.000008499261,0.00085581694,0.00011765666,0.00050621876,0.000097741,0.0041615893],"category_scores_gemma":[0.00018578184,0.00020577287,0.00017208484,0.00016294028,0.0016827165,0.0004343137,0.0004016493,0.00045264396,0.0008151684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015902077,0.0040661874,0.42787695,0.00048470014,0.0005598234,0.00006767664,0.0014730789,0.0016444058,0.0039258213,0.2879031,0.10047985,0.17135939],"study_design_scores_gemma":[0.00087453244,0.00035271692,0.50727,0.0001473759,0.000076937526,0.000008901953,0.0007114088,0.000136666,0.00012211608,0.037905462,0.45170775,0.000686148],"about_ca_topic_score_codex":0.0009129501,"about_ca_topic_score_gemma":0.0005561559,"teacher_disagreement_score":0.7191002,"about_ca_system_score_codex":0.0010560488,"about_ca_system_score_gemma":0.00005048937,"threshold_uncertainty_score":0.9999628},"labels":[],"label_agreement":null},{"id":"W3127799415","doi":"10.15273/pnsis.v51i1.10741","title":"Discerning Experts. The Practices of Scientific Assessment for Environmental Policy","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Environmental planning; Management science; Environmental resource management; Political science; Psychology; Environmental science; Engineering","score_opus":0.03425349344206673,"score_gpt":0.33598797378712514,"score_spread":0.3017344803450584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127799415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98663455,0.000030279625,0.000054124972,0.0011198496,0.0012579336,0.00040381183,0.00002855429,0.000006041764,0.010464857],"genre_scores_gemma":[0.9926628,0.000018958855,0.005435959,0.000088335735,0.000045500597,0.000013064507,0.0000018536348,0.000009791878,0.001723725],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99754035,0.000010639653,0.0004157118,0.00043015473,0.0012400175,0.0003631092],"domain_scores_gemma":[0.9984541,0.00005627631,0.0010818035,0.00027329233,0.000041001258,0.00009354226],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011021065,0.00015765218,0.0002199974,0.00006835806,0.00080827816,0.00011335674,0.0014043892,0.00004303593,0.00014278725],"category_scores_gemma":[0.0005558506,0.000100487574,0.00014604014,0.0011102876,0.009370357,0.0015617121,0.0011591765,0.000119060795,0.000003081737],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011049395,0.0002544247,0.07996389,0.000039275943,0.000014581279,1.5050213e-7,0.0015062328,0.00012539428,0.9124749,0.0015576809,0.00033520107,0.0037172288],"study_design_scores_gemma":[0.00040613502,0.00010342114,0.24315882,0.0001173175,0.000051313975,0.000010376102,0.0068379287,0.0003730122,0.74197215,0.0010229927,0.0057461546,0.00020039798],"about_ca_topic_score_codex":0.00025358354,"about_ca_topic_score_gemma":0.000049680617,"teacher_disagreement_score":0.17050275,"about_ca_system_score_codex":0.00034127082,"about_ca_system_score_gemma":0.0002306581,"threshold_uncertainty_score":0.9933256},"labels":[],"label_agreement":null},{"id":"W3130739856","doi":"","title":"What is the Political Face of an Environmental Impact Statement","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Politics; Face (sociological concept); Statement (logic); Political science; Business; Law and economics; Economics; Sociology; Law; Social science","score_opus":0.005861593891636187,"score_gpt":0.29047088070039934,"score_spread":0.28460928680876313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130739856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99732345,0.00009664758,0.00013088464,0.0014989502,0.00024821737,0.0001762986,0.000015413101,0.0000079530855,0.00050218496],"genre_scores_gemma":[0.99775076,0.00090881425,0.00006470223,0.00046816177,0.00011092747,0.000004282397,0.0000069880502,0.000022482433,0.000662873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99664605,0.00011875631,0.00033319468,0.00021434567,0.000644617,0.0020430135],"domain_scores_gemma":[0.9992068,0.000034083954,0.00017805799,0.00029473222,0.000002046586,0.00028430397],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010254547,0.00020383125,0.00016886882,0.000022141176,0.00030229302,0.000099591525,0.0005078803,0.00008583364,0.0029427395],"category_scores_gemma":[0.000007608232,0.00013090007,0.00017437761,0.00007340178,0.00045307577,0.0011039743,0.00016186286,0.0015349984,0.00017348274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019435065,0.0024755935,0.5080311,0.0000051909374,0.00059197244,0.000014799708,0.005901341,0.00027430308,0.33953947,0.020168645,0.00044376194,0.12235949],"study_design_scores_gemma":[0.0025359546,0.003446308,0.5926856,0.00001934035,0.0001950615,0.0009039755,0.0852853,0.0006381077,0.024775071,0.28442487,0.0040631765,0.0010272204],"about_ca_topic_score_codex":0.00043416428,"about_ca_topic_score_gemma":0.0006878028,"teacher_disagreement_score":0.3147644,"about_ca_system_score_codex":0.0014197952,"about_ca_system_score_gemma":0.00014673496,"threshold_uncertainty_score":0.99796873},"labels":[],"label_agreement":null},{"id":"W3131143226","doi":"","title":"Toward a Commonly Shared Public Policy Perspective for Analyzing Risk Coping Strategies","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Coping (psychology); Management science; Risk analysis (engineering); Conceptual framework; Public policy; Perspective (graphical); Psychology; Knowledge management; Political science; Computer science; Business; Sociology; Engineering; Social science; Artificial intelligence","score_opus":0.02749414025746249,"score_gpt":0.3037550804903835,"score_spread":0.276260940232921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131143226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86044854,0.0012727344,0.09223711,0.03406542,0.0001278337,0.00071810506,0.0000730382,0.000118783864,0.010938408],"genre_scores_gemma":[0.9973213,0.0011219556,0.00040919153,0.00058674417,0.00037980065,0.000011987517,0.0000071486247,0.00002749537,0.00013437808],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99722415,0.000112269,0.00024331854,0.0002726823,0.0003072582,0.0018403156],"domain_scores_gemma":[0.99935824,0.000046314264,0.00022187537,0.00009258813,0.000013604843,0.0002673852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055855955,0.00019489176,0.00022193683,0.000044884688,0.000573964,0.00025952293,0.00038680545,0.00006980331,0.00022605812],"category_scores_gemma":[0.00014207744,0.00017890036,0.00018987486,0.00030947584,0.00013056693,0.00092954695,0.00013987077,0.0010622194,0.00007021022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004707969,0.0006841369,0.4608167,0.000040794625,0.0018042662,0.000022532455,0.04689799,0.0028592087,0.010210913,0.41576737,0.0019606706,0.058464628],"study_design_scores_gemma":[0.0036364398,0.0023838652,0.06321857,0.000024042309,0.00020337077,0.00012859923,0.14291638,0.0015109945,0.00019901643,0.77952135,0.005172354,0.0010849866],"about_ca_topic_score_codex":0.0013033297,"about_ca_topic_score_gemma":0.000970666,"teacher_disagreement_score":0.39759815,"about_ca_system_score_codex":0.004957911,"about_ca_system_score_gemma":0.0010678562,"threshold_uncertainty_score":0.9988619},"labels":[],"label_agreement":null},{"id":"W3133515232","doi":"10.1002/bse.2698","title":"<scp>The Arctic Environmental Responsibility Index</scp>: A method to rank heterogenous extractive industry companies for governance purposes","year":2021,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"Norges Forskningsråd","keywords":"Arctic; Index (typography); Ranking (information retrieval); Business; Corporate governance; Corporate social responsibility; Petroleum industry; The arctic; Rank (graph theory); Accounting; Environmental science; Environmental engineering; Finance; Political science; Ecology; Mathematics; Oceanography","score_opus":0.018834157699196337,"score_gpt":0.2747578298552815,"score_spread":0.2559236721560852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133515232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879144,0.00075293396,0.0059468113,0.0020026925,0.00013515964,0.0015445317,0.00015328899,0.000023242106,0.0015269782],"genre_scores_gemma":[0.9938309,0.00032611398,0.001277073,0.0010195692,0.000085074316,0.00037726483,0.000025853782,0.000039772793,0.0030183769],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970578,0.00057824503,0.0004188742,0.0007406054,0.0006034694,0.0006010336],"domain_scores_gemma":[0.9980235,0.00092968217,0.00022930704,0.00059622683,0.000005583047,0.00021567593],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009198314,0.00041792702,0.00042703378,0.000014742916,0.00088994624,0.00014704463,0.0004016448,0.00023139597,0.00044549702],"category_scores_gemma":[0.00013231434,0.00028067324,0.00015162137,0.00019455512,0.0010674414,0.00031716752,0.00062734383,0.00048834976,0.00011126675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003928204,0.008235704,0.48989406,0.00032910812,0.00198119,0.00034059427,0.020492628,0.19023502,0.1403271,0.012035078,0.0025425176,0.12965877],"study_design_scores_gemma":[0.0022498695,0.00012674154,0.96535504,0.000023691431,0.00014290617,0.00007108343,0.0027537076,0.00046930238,0.003774185,0.006156328,0.018627906,0.00024926284],"about_ca_topic_score_codex":0.00039299467,"about_ca_topic_score_gemma":0.00008325061,"teacher_disagreement_score":0.47546095,"about_ca_system_score_codex":0.00048265615,"about_ca_system_score_gemma":0.000032654516,"threshold_uncertainty_score":0.99996454},"labels":[],"label_agreement":null},{"id":"W3133915350","doi":"","title":"Economic Value of Water Quality Improvements in Ontario","year":2021,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Water quality; Quality (philosophy); Economics; Environmental science; Mathematics; Statistics; Philosophy","score_opus":0.006695483275594663,"score_gpt":0.19025547455548167,"score_spread":0.183559991279887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133915350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96179897,0.0000070956635,0.000004714197,0.000052047577,0.00017782004,0.00020024441,0.000102372054,0.00001594611,0.03764082],"genre_scores_gemma":[0.85369474,0.000042059783,0.0006304268,0.000018782222,0.0000066867224,3.8331983e-8,0.0010435587,0.000015352081,0.14454836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866194,0.00012528815,0.00022521797,0.00042866074,0.00027637728,0.00028252916],"domain_scores_gemma":[0.99927545,0.000023882432,0.00028404038,0.00028830842,0.000004259529,0.00012403901],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000958353,0.00023528203,0.00050929416,0.0001244141,0.00011941959,0.000009334737,0.0005711653,0.00031313888,0.019007726],"category_scores_gemma":[8.8515543e-7,0.00029940053,0.0002508424,0.000117136515,0.00020408691,0.0012660645,0.000499533,0.00032637297,0.00010354484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051023974,0.00055511453,0.8677212,0.000145721,0.00020149664,0.00013118624,0.11589902,0.00026946765,0.012924504,0.00005808603,0.00036844492,0.00121552],"study_design_scores_gemma":[0.001114248,0.000080355014,0.76264626,0.00008008032,0.000079404854,3.084131e-7,0.2250317,0.000008632977,0.008105828,0.00026521186,0.0022162094,0.00037173156],"about_ca_topic_score_codex":0.47907016,"about_ca_topic_score_gemma":0.71081394,"teacher_disagreement_score":0.23174381,"about_ca_system_score_codex":0.0009521219,"about_ca_system_score_gemma":0.00026008426,"threshold_uncertainty_score":0.9999458},"labels":[],"label_agreement":null},{"id":"W3134068984","doi":"10.25316/ir-15444","title":"An exploration of factors contributing to smooth and efficient development approvals processes on Vancouver Island","year":2021,"lang":"en","type":"dissertation","venue":"VIURRSpace (Vancouver Island University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental planning; Engineering","score_opus":0.013693701312437023,"score_gpt":0.2392346581161322,"score_spread":0.22554095680369518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134068984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9479841,0.000025570342,0.0014068428,0.000015956184,0.0006183225,0.0006523838,0.00010681312,0.00003699473,0.049153004],"genre_scores_gemma":[0.9675022,0.000062461906,0.00035310714,0.000045709006,0.0000331593,0.000004594135,0.00007166389,0.00003769467,0.031889457],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980049,0.000090874186,0.00023502887,0.00063164835,0.0006007158,0.00043679602],"domain_scores_gemma":[0.9991137,0.00006963765,0.00031127644,0.00022939009,0.0000455335,0.0002304555],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014725515,0.00039443758,0.00044731906,0.00018145517,0.0003968955,0.000049560826,0.00023420525,0.00023349129,0.00023739254],"category_scores_gemma":[0.000049877202,0.0003813681,0.000062156636,0.00054838194,0.0000710656,0.0005280184,0.00013551507,0.00020550856,0.000013001831],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059850058,0.015890718,0.08450414,0.004666675,0.0021812476,0.0008275586,0.50355715,0.12323712,0.054074146,0.00044998602,0.16194256,0.042683717],"study_design_scores_gemma":[0.008993509,0.0029970843,0.08587568,0.002501578,0.00096354634,0.0000018082567,0.45916995,0.0005040448,0.14770067,0.00017979267,0.28505105,0.0060612825],"about_ca_topic_score_codex":0.000302066,"about_ca_topic_score_gemma":0.021674542,"teacher_disagreement_score":0.12310849,"about_ca_system_score_codex":0.0005175033,"about_ca_system_score_gemma":0.00012656282,"threshold_uncertainty_score":0.9998638},"labels":[],"label_agreement":null},{"id":"W3134374751","doi":"10.54656/zcah2325","title":"Establishing a Municipal Climate Network in Atlantic Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Community Engagement and Scholarship","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Business; Resource (disambiguation); Climate change; Environmental planning; Political science; Public relations; Environmental resource management; Geography","score_opus":0.059472317168081566,"score_gpt":0.28876670298259566,"score_spread":0.22929438581451408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134374751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99473965,0.00019393639,0.0000058635,0.00032276893,0.00015730948,0.000045173812,0.0000013745768,0.0000026604782,0.0045312904],"genre_scores_gemma":[0.998234,0.0004503123,0.00046786878,0.0007344787,0.000047923444,8.144297e-7,0.0000046430523,0.000007804548,0.00005217346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729306,0.0016287755,0.00033953294,0.00005607856,0.00038789187,0.00029464587],"domain_scores_gemma":[0.9991641,0.00034596346,0.00016668807,0.00017509036,0.000009214432,0.00013893486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034998208,0.000105350715,0.00020701918,0.000022289545,0.00051051384,0.00011463208,0.0002920188,0.000043522843,0.00034147955],"category_scores_gemma":[0.00024162036,0.000099006116,0.000041589934,0.00019834426,0.000056520166,0.00063657697,0.0005748359,0.0015500687,0.0000027040287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018135828,0.000119625125,0.9941617,0.000010695514,0.000018338882,0.000117426214,0.0018628769,0.00067768956,0.00050997594,0.00004375661,0.00054688455,0.0019128597],"study_design_scores_gemma":[0.00052341673,0.000054506323,0.9894201,0.0000744715,0.00002107596,0.000028785205,0.004607759,0.000027886816,0.000065571025,0.0007936617,0.0042723804,0.00011036859],"about_ca_topic_score_codex":0.06481453,"about_ca_topic_score_gemma":0.527379,"teacher_disagreement_score":0.46256447,"about_ca_system_score_codex":0.00035227288,"about_ca_system_score_gemma":0.000051556435,"threshold_uncertainty_score":0.9414129},"labels":[],"label_agreement":null},{"id":"W3135428436","doi":"10.3390/su13052520","title":"A Systemic Approach for Sustainability Implementation Planning at the Local Level by SDG Target Prioritization: The Case of Quebec City","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Université du Québec à Chicoutimi","keywords":"Jurisdiction; Sustainability; Business; Prioritization; Sustainable development; Legislation; Identification (biology); Service (business); Environmental planning; Process management; Political science; Geography; Marketing","score_opus":0.017516162943857893,"score_gpt":0.3223172128161503,"score_spread":0.3048010498722924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135428436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92771804,0.00017743996,0.0680449,0.001384015,0.00005315652,0.0020771946,0.00021424,0.00002002866,0.0003109702],"genre_scores_gemma":[0.99746495,0.0000024377507,0.00034489683,0.00011966947,0.000028739198,0.00028601263,0.00018155847,0.000014557994,0.0015571517],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9977789,0.0005186466,0.00045574715,0.00047043455,0.00032242265,0.00045383952],"domain_scores_gemma":[0.99873626,0.0002756825,0.00020398997,0.000539994,0.00014929302,0.00009475556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013950404,0.0001980091,0.00023831309,0.000009514956,0.00087687426,0.00005006186,0.00023809532,0.00009595487,0.00039564617],"category_scores_gemma":[0.0003628906,0.00013474515,0.00014963213,0.00029677048,0.0009225269,0.0002481834,0.0004802659,0.00015466544,0.0000011527205],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014437648,0.0006638979,0.9488721,0.00076326943,0.00007991789,0.00007073082,0.011754203,0.008574827,0.0007574799,0.0013012921,0.004806081,0.02221182],"study_design_scores_gemma":[0.0024721208,0.00028267715,0.41768914,0.000016254986,0.0002128072,0.00037645214,0.51186526,0.0055023725,0.010884794,0.04629013,0.0035877153,0.0008203058],"about_ca_topic_score_codex":0.0143039385,"about_ca_topic_score_gemma":0.0035942765,"teacher_disagreement_score":0.53118294,"about_ca_system_score_codex":0.006471154,"about_ca_system_score_gemma":0.00031478037,"threshold_uncertainty_score":0.9973428},"labels":[],"label_agreement":null},{"id":"W3136993168","doi":"10.31436/japcm.v10i1.386","title":"PUBLIC PARTICIPATION ASSESSMENT FOR ENVIRONMENTAL IMPACT ASSESSMENT IN MALAYSIA, CANADA AND NEW ZEALAND","year":2020,"lang":"en","type":"article","venue":"Journal of Architecture Planning and Construction Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Public participation; Environmental planning; Impact assessment; Geography; Environmental resource management; Political science; Environmental science; Public administration","score_opus":0.01904420618769531,"score_gpt":0.27714694225155323,"score_spread":0.2581027360638579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136993168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98871124,0.000045979974,0.0077559818,0.0026352198,0.00009060826,0.00024298098,0.000008988051,0.000004712011,0.0005042909],"genre_scores_gemma":[0.98373055,0.00003658263,0.015684031,0.00038795726,0.000075106494,0.0000066296543,0.000007801971,0.000009400427,0.00006194291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885553,0.000058189045,0.00033951673,0.00018488761,0.0003355936,0.0002262564],"domain_scores_gemma":[0.9993454,0.000042342424,0.00024475667,0.00005445942,0.0000022508561,0.00031077117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018465448,0.0001534199,0.00021195534,0.00005470849,0.00009761633,0.00006345362,0.00008241857,0.000035406072,0.00011409671],"category_scores_gemma":[0.00000736759,0.00012834775,0.00004541195,0.000082759376,0.00007920997,0.00018215555,0.0000964079,0.00021737067,3.545232e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051703886,0.000034291836,0.9037111,0.0000136939825,0.00007951675,0.00002209074,0.0005536566,0.008933577,0.0005236456,0.000034785102,0.0006827693,0.085359216],"study_design_scores_gemma":[0.0013436342,0.00033113238,0.99166334,0.00002300677,0.000052549505,0.000038073063,0.0007494727,0.001423245,0.00002501498,0.000595799,0.0036105698,0.00014417231],"about_ca_topic_score_codex":0.0028381073,"about_ca_topic_score_gemma":0.0016640687,"teacher_disagreement_score":0.08795228,"about_ca_system_score_codex":0.00036707957,"about_ca_system_score_gemma":0.00005191429,"threshold_uncertainty_score":0.52338696},"labels":[],"label_agreement":null},{"id":"W3137713597","doi":"","title":"NIRB’s Inchoate Incorporation of Inuit Qaujimajatuqangit in Recommendation-Making Under Nunavut’s Impacts Assessment Regime","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Statute; Baseline (sea); Environmental planning; Political science; Environmental resource management; Public administration; Geography; Law; Environmental science","score_opus":0.007850811914911009,"score_gpt":0.2787482688837166,"score_spread":0.2708974569688056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137713597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98903644,0.000041726064,0.0009992152,0.0006594187,0.00017577161,0.00028467493,0.000004338618,0.000012487343,0.008785949],"genre_scores_gemma":[0.99804735,0.00040579218,0.00032748017,0.00020809342,0.000048982733,0.000005595813,0.000014301889,0.000024967205,0.0009174149],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997372,0.00016837091,0.0004981424,0.00025241906,0.00045917978,0.0012499023],"domain_scores_gemma":[0.9991783,0.0000509309,0.00049726653,0.00017596182,0.000009330834,0.000088201625],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016251901,0.00019710277,0.0002602851,0.00011381309,0.00011208146,0.000048761714,0.0002666682,0.0001097859,0.0020739196],"category_scores_gemma":[0.000019263827,0.00018469106,0.00009561463,0.00033716013,0.00007238138,0.0009010109,0.00015432369,0.0011055638,0.00014012212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006434564,0.0003848107,0.948978,0.000009541107,0.00009484,0.0000031865886,0.001062235,0.002513459,0.021128759,0.0064752027,0.00011145748,0.019174127],"study_design_scores_gemma":[0.0016869076,0.0007053595,0.7975571,0.00009870017,0.00003433961,0.000073246076,0.005005222,0.0007969981,0.0005259251,0.19274257,0.00031543532,0.00045817226],"about_ca_topic_score_codex":0.0005504392,"about_ca_topic_score_gemma":0.007186743,"teacher_disagreement_score":0.18626738,"about_ca_system_score_codex":0.006700236,"about_ca_system_score_gemma":0.0005106281,"threshold_uncertainty_score":0.9988383},"labels":[],"label_agreement":null},{"id":"W3138646212","doi":"10.1139/facets-2020-0049","title":"Perspectives from landscape ecology can improve environmental impact assessment","year":2021,"lang":"en","type":"article","venue":"FACETS","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; World Wildlife Fund","keywords":"Context (archaeology); Environmental resource management; Landscape ecology; Process (computing); Environmental impact assessment; Environmental planning; Resource (disambiguation); Impact assessment; Natural resource; Nature Conservation; Natural (archaeology); Landscape assessment; Cumulative effects; Ecology; Geography; Computer science; Habitat; Environmental science; Landscape design; Political science","score_opus":0.005738864504611191,"score_gpt":0.27018110300375614,"score_spread":0.26444223849914494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138646212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821917,0.00011642545,0.000035696252,0.00052453397,0.0002674252,0.00018697487,0.00036953136,0.0000409783,0.016266737],"genre_scores_gemma":[0.99552184,0.000115985466,0.0010265808,0.00034364552,0.00011714133,0.00002583514,0.00023926212,0.000029488903,0.002580241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814767,0.0001410112,0.00021487357,0.0005790863,0.00041600177,0.0005013552],"domain_scores_gemma":[0.99922717,0.000055574583,0.00009846173,0.00034843918,0.0000023307903,0.00026801022],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009356568,0.00027140585,0.0002779769,0.00001847578,0.00022539128,0.000064015505,0.00021450783,0.00013955806,0.041020352],"category_scores_gemma":[0.000013812794,0.00024794997,0.00017020528,0.000095522846,0.00020339487,0.00023019155,0.00044026304,0.00026958727,0.00088611525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008631993,0.00045988907,0.83430576,9.739105e-7,0.000089480374,0.00005983852,0.0019698662,0.00011794463,0.15898739,0.000010889802,0.0019487727,0.0020405776],"study_design_scores_gemma":[0.00068639463,0.00014388103,0.98802423,0.0000029318062,0.00003394752,0.000008492482,0.003966834,0.00017071885,0.0050041033,0.0005614127,0.0010946539,0.000302385],"about_ca_topic_score_codex":0.0005947834,"about_ca_topic_score_gemma":0.00039020588,"teacher_disagreement_score":0.1539833,"about_ca_system_score_codex":0.0011625234,"about_ca_system_score_gemma":0.000045238663,"threshold_uncertainty_score":0.99999726},"labels":[],"label_agreement":null},{"id":"W3146773129","doi":"","title":"Applying GRI Sustainability Reporting in the Water Sector: Evidences from an Italian Company","year":2017,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accounting; Sustainability reporting; Operationalization; Sustainability; Business; Integrated reporting; Credibility; Process (computing); Corporate governance; Process management; Finance; Computer science","score_opus":0.05066753571913735,"score_gpt":0.3746505845457542,"score_spread":0.3239830488266168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3146773129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99266785,0.0000036030863,0.00025268376,0.0057574576,0.00041215532,0.00014502782,0.0000025763832,0.0000029905011,0.0007556637],"genre_scores_gemma":[0.99925613,0.000007726979,0.00016828804,0.00019641152,0.00031311024,0.0000104601295,0.000016313154,0.000004725186,0.000026823664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983064,0.00008356163,0.0006905873,0.00013028987,0.0006641924,0.00012498588],"domain_scores_gemma":[0.9984509,0.000038729548,0.0012097642,0.00018616993,0.00006845682,0.000046014782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001036747,0.000090254674,0.00013030527,0.000026263851,0.0002448918,0.00044613087,0.0007121865,0.00004189717,0.00034295686],"category_scores_gemma":[0.00035476813,0.000051133546,0.00005411702,0.000029109819,0.00016006133,0.0019089674,0.00008771917,0.00013602184,0.0000082222095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006120027,0.00022344806,0.98588413,0.000002801185,0.000016332157,0.00018248553,0.0012651228,0.00045562795,0.00397686,0.00003567863,0.000040585663,0.0078557255],"study_design_scores_gemma":[0.00021257286,0.000052918218,0.9904659,0.000026879692,0.000009515624,0.00004834002,0.0016198214,0.00018637041,0.0012372581,0.0054178867,0.00064621074,0.00007635023],"about_ca_topic_score_codex":0.0016607825,"about_ca_topic_score_gemma":0.0010852807,"teacher_disagreement_score":0.0077793756,"about_ca_system_score_codex":0.00031102856,"about_ca_system_score_gemma":0.00004220977,"threshold_uncertainty_score":0.43020502},"labels":[],"label_agreement":null},{"id":"W3149102811","doi":"10.1017/cbo9780511494611","title":"The International Law of Environmental Impact Assessment","year":2008,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Environmental law; Environmental impact assessment; Law; Political science; Environmental planning; Environmental science","score_opus":0.011466781431282684,"score_gpt":0.22707287297242726,"score_spread":0.21560609154114457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149102811","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00967524,0.000037205715,0.000020647809,0.000015875756,0.00027792464,0.00035031317,0.0005588805,0.000026068994,0.9890379],"genre_scores_gemma":[0.06249295,0.00051547046,0.00007045113,0.00006517242,0.00008040249,0.0000015361312,0.00011908703,0.000034444005,0.9366205],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809176,0.00008081342,0.0002601244,0.0003847019,0.00084071746,0.00034188209],"domain_scores_gemma":[0.99887687,0.00009702485,0.00037100198,0.00046759343,0.0000049810787,0.00018251094],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013227371,0.00034985642,0.00031168043,0.00002865118,0.00049701193,0.000037671452,0.0010742518,0.00023057345,0.00010188438],"category_scores_gemma":[0.0000026242462,0.00029899713,0.00036722774,0.000010147372,0.0015014333,0.00017287844,0.0011937551,0.00043425502,0.000050613886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040288473,0.0006556771,0.007321594,0.000040228006,0.001947201,0.0005820126,0.00060685654,0.00018043787,0.0074504423,0.27975792,0.69262224,0.00843252],"study_design_scores_gemma":[0.0005691192,0.000114543254,0.013854981,0.000024776098,0.000097545395,0.000017645592,0.00007669577,0.000054998447,0.0003457219,0.000014585941,0.9844598,0.00036956227],"about_ca_topic_score_codex":0.0005476493,"about_ca_topic_score_gemma":0.000011421231,"teacher_disagreement_score":0.2918376,"about_ca_system_score_codex":0.0029188953,"about_ca_system_score_gemma":0.000081869846,"threshold_uncertainty_score":0.99994624},"labels":[],"label_agreement":null},{"id":"W3152216351","doi":"10.1080/13549839.2021.1904857","title":"Action research to improve water quality in Canada<b>’</b>s Rideau Canal: how do local groups reshape environmental governance?","year":2021,"lang":"en","type":"article","venue":"Local Environment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; Queen's University; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Grassroots; Corporate governance; Recreation; Environmental planning; Environmental governance; Action (physics); Water quality; Project commissioning; Quality (philosophy); Environmental resource management; Public relations; Business; Political science; Sociology; Publishing; Geography; Environmental science; Ecology","score_opus":0.027754795535042145,"score_gpt":0.29860054367356054,"score_spread":0.2708457481385184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152216351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99100584,0.00011174803,0.0017829307,0.0035103401,0.0003563597,0.0006343503,0.00014780885,0.000019001693,0.0024316092],"genre_scores_gemma":[0.9949981,0.00029480024,0.00027037633,0.0011566123,0.00010937195,0.00016346062,0.00009251974,0.000066240835,0.0028485456],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9933173,0.0006704703,0.00061540323,0.0012967306,0.002526134,0.0015739453],"domain_scores_gemma":[0.9981998,0.00011548059,0.00010593003,0.0008032371,0.0000034123634,0.0007720953],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010118017,0.00047201454,0.0004977969,0.00004574856,0.00036931745,0.00008992425,0.00050518033,0.00020384855,0.008591336],"category_scores_gemma":[0.000029890174,0.00042901098,0.00013418504,0.00024568872,0.0006383142,0.00043673185,0.0013941205,0.00084581744,0.001316193],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044556265,0.001968316,0.27698508,0.00006422546,0.00013446821,0.0012697396,0.0030813012,0.03146675,0.3970565,0.0002619036,0.006884047,0.28038213],"study_design_scores_gemma":[0.001815772,0.00032868044,0.7780795,0.000040416482,0.000030118472,0.000024569483,0.019296933,0.00081650465,0.11317632,0.0005555981,0.08459176,0.0012437959],"about_ca_topic_score_codex":0.6422791,"about_ca_topic_score_gemma":0.779127,"teacher_disagreement_score":0.50109446,"about_ca_system_score_codex":0.021763412,"about_ca_system_score_gemma":0.00016201625,"threshold_uncertainty_score":0.9998162},"labels":[],"label_agreement":null},{"id":"W3154708647","doi":"10.1080/26395916.2021.1901783","title":"Advancing a toolkit of diverse futures approaches for global environmental assessments","year":2021,"lang":"en","type":"article","venue":"Ecosystems and People","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Vetenskapsrådet; Svenska Forskningsrådet Formas; National Research Foundation","keywords":"Futures contract; Toolbox; Leverage (statistics); Sustainability; Context (archaeology); Order (exchange); Computer science; Action (physics); Process management; Management science; Risk analysis (engineering); Business; Engineering","score_opus":0.0159494496044183,"score_gpt":0.26247565880562035,"score_spread":0.24652620920120205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154708647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994293,0.0001950456,0.00079649355,0.00005238748,0.0002166412,0.00027682318,0.00025174182,0.000010567965,0.003907309],"genre_scores_gemma":[0.9976338,0.00007168969,0.0015167735,0.000052320807,0.00006318996,0.00003316404,0.000071961804,0.000010214991,0.00054688577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896216,0.00004963396,0.00021571886,0.0002852534,0.00023041808,0.00025683877],"domain_scores_gemma":[0.9995853,0.000036187077,0.00011058231,0.00014569632,0.0000016329305,0.000120618715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014855976,0.00014208078,0.00024037682,0.000007286665,0.00019167077,0.000029389756,0.00009053104,0.0000682037,0.00068380486],"category_scores_gemma":[0.000009299879,0.00013490413,0.00008652865,0.000073667004,0.000052075153,0.00023060093,0.0002182419,0.00004610997,0.000017554337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023902168,0.00029061924,0.9783023,0.000081274535,0.000058726113,0.0000050059225,0.00084969826,0.00016542673,0.0068774708,0.0002839912,0.0010293382,0.012032267],"study_design_scores_gemma":[0.0013104645,0.00026049695,0.9685709,0.000034375727,0.000074780226,0.000032172476,0.011664418,0.0021493405,0.001957992,0.0008587008,0.01269756,0.00038878215],"about_ca_topic_score_codex":0.0003379286,"about_ca_topic_score_gemma":0.0024757674,"teacher_disagreement_score":0.011668222,"about_ca_system_score_codex":0.00020471099,"about_ca_system_score_gemma":0.000011676384,"threshold_uncertainty_score":0.7487184},"labels":[],"label_agreement":null},{"id":"W3155264774","doi":"10.6000/2292-2598.2021.09.01.10","title":"Opinions on Qualifications of Surveyors of Care for Children with Disabilities in Japan","year":2021,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Christian ministry; Grievance; Medical education; Scale (ratio); Psychology; Nursing; Medicine; Quality (philosophy); Family medicine; Political science; Geography","score_opus":0.039082125595979796,"score_gpt":0.3200780183143031,"score_spread":0.2809958927183233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155264774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99888504,0.00014972442,0.000017044129,0.00023606299,0.000026898339,0.00030427173,0.00022761255,0.0000013952663,0.00015193743],"genre_scores_gemma":[0.9990164,0.0005627276,0.00029397456,0.000012292385,0.000012325264,0.000045197674,0.000033771656,0.0000071675327,0.000016120359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989542,0.00013597222,0.0004314747,0.00015680901,0.000200182,0.00012139576],"domain_scores_gemma":[0.99833304,0.0012489799,0.00016691975,0.00015056864,0.000022649854,0.00007785543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015337433,0.00012472026,0.00035544895,0.000021892953,0.000060444945,0.00000923281,0.000073736366,0.000039417177,0.00036311618],"category_scores_gemma":[0.0003802682,0.000084953565,0.00014322944,0.00013227129,0.00048640688,0.000089720874,0.000032887983,0.000055123073,0.0000011906569],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097686265,0.0029905601,0.97766525,0.000020523854,0.00009250448,2.4426896e-7,0.011758158,0.00029409555,0.00007204324,0.000060081606,0.00004438203,0.0069044805],"study_design_scores_gemma":[0.0007966668,0.0029602551,0.9685423,0.00006436586,0.000058414822,0.0000033937351,0.016108671,0.000004146335,0.011160195,0.0001611233,0.00006024798,0.000080238206],"about_ca_topic_score_codex":0.0005836266,"about_ca_topic_score_gemma":0.0019226284,"teacher_disagreement_score":0.0110881515,"about_ca_system_score_codex":0.00041323167,"about_ca_system_score_gemma":0.000028343104,"threshold_uncertainty_score":0.39758676},"labels":[],"label_agreement":null},{"id":"W3158831903","doi":"10.5931/djim.v16i1.10885","title":"Canada’s Integrated Management Approach to Plastic Products: Defining the Problem and the Jurisdiction","year":2021,"lang":"en","type":"article","venue":"Dalhousie Journal of Interdisciplinary Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Jurisdiction; Order (exchange); Government (linguistics); Business; Plastic waste; Federal jurisdiction; Public administration; Environmental planning; Law; Political science; Engineering; Environmental science; Waste management","score_opus":0.005870336915843102,"score_gpt":0.22880322788987367,"score_spread":0.22293289097403057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158831903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5270231,0.0006803439,0.011597481,0.033405814,0.0016778178,0.0023145939,0.000032246327,0.000039889605,0.4232287],"genre_scores_gemma":[0.9892073,0.00011208645,0.0062454008,0.00093006017,0.000068063346,0.00003998516,0.000008133805,0.000021039788,0.0033679246],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99812543,0.0001835993,0.0004839754,0.00026764564,0.0006610246,0.00027833998],"domain_scores_gemma":[0.99929756,0.00006566815,0.0002430006,0.00025939316,0.00001967417,0.00011472102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007624886,0.00019884571,0.00023256049,0.000044721095,0.00046468197,0.00011521414,0.00042902213,0.000025493084,0.000073438125],"category_scores_gemma":[0.000012851537,0.00010846907,0.000070989336,0.00036905063,0.0002193641,0.0001916165,0.002110239,0.00026956393,0.000017770626],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035254552,0.004008636,0.016008994,0.0010445843,0.005766263,0.002764829,0.06337941,0.0856645,0.0006774554,0.042767614,0.5255791,0.24881317],"study_design_scores_gemma":[0.0102935415,0.0010648761,0.5221507,0.0010741636,0.002258066,0.00148257,0.17749994,0.0037349702,0.00060536445,0.008230088,0.26991513,0.0016905875],"about_ca_topic_score_codex":0.0027109361,"about_ca_topic_score_gemma":0.0072782077,"teacher_disagreement_score":0.5061417,"about_ca_system_score_codex":0.0005707894,"about_ca_system_score_gemma":0.00004378882,"threshold_uncertainty_score":0.442324},"labels":[],"label_agreement":null},{"id":"W3159550464","doi":"10.51549/joral.2020.12.2.001","title":"The Opportunities and Barriers in Considering Cumulative Effects for Landscape Assessments","year":2018,"lang":"en","type":"article","venue":"Journal of East Asian Landscape Studies","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cumulative effects; Credibility; Stakeholder; Salience (neuroscience); Context (archaeology); Variety (cybernetics); Process (computing); Environmental resource management; Management science; Bridge (graph theory); Computer science; Environmental planning; Process management; Knowledge management; Political science; Geography; Business; Engineering; Public relations; Environmental science; Medicine","score_opus":0.0418797529115382,"score_gpt":0.33711471406035426,"score_spread":0.2952349611488161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159550464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875731,0.00097337,0.000072028015,0.0017827047,0.0004521084,0.0002503677,0.000005611458,0.0000055445953,0.008885208],"genre_scores_gemma":[0.99850017,0.00046106483,0.00046333534,0.000120652214,0.00015406474,0.000010699465,4.6203735e-7,0.000010877229,0.000278663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898726,0.00008619082,0.00030490838,0.0001143261,0.00025019987,0.00025711113],"domain_scores_gemma":[0.99931383,0.00021905241,0.00024542288,0.00007175269,0.000022002178,0.00012796692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054069713,0.00014131983,0.0002704098,0.000041867024,0.00041164138,0.00005143487,0.00011737536,0.000036465004,0.000043058197],"category_scores_gemma":[0.00019158723,0.000088119545,0.000060875213,0.000074605676,0.00046509854,0.00024467404,0.00013974313,0.00011189832,0.0000031660932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023554375,0.000059657916,0.952434,0.000039183054,0.00040006734,0.00004797297,0.0155816935,0.000028046843,0.0003902699,0.0001830302,0.0042193215,0.026381236],"study_design_scores_gemma":[0.0041567776,0.002085175,0.77162164,0.00029007185,0.00016058893,0.000079005535,0.20300238,0.00051963906,0.00029358707,0.005227221,0.012122081,0.00044182668],"about_ca_topic_score_codex":0.000003975565,"about_ca_topic_score_gemma":0.00016343995,"teacher_disagreement_score":0.1874207,"about_ca_system_score_codex":0.000080009166,"about_ca_system_score_gemma":0.000019596924,"threshold_uncertainty_score":0.35934108},"labels":[],"label_agreement":null},{"id":"W3161594906","doi":"10.1007/s11625-021-00969-0","title":"Scenario planning tools for mitigating industrial impacts on First Nations subsistence economies in British Columbia, Canada","year":2021,"lang":"en","type":"article","venue":"Sustainability Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Assembly of First Nations; University of Saskatchewan","funders":"Ministry of Forests, Lands and Natural Resource Operations","keywords":"Subsistence agriculture; Government (linguistics); Sustainable development; Environmental resource management; Pipeline (software); Environmental planning; Business; Economy; Geography; Economics; Political science; Engineering; Archaeology; Agriculture","score_opus":0.020334624923235036,"score_gpt":0.2665984144718596,"score_spread":0.24626378954862457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161594906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947743,0.00000911396,0.000010450707,0.0008918612,0.00020337228,0.0006134141,0.000048253674,0.000013130101,0.0034360925],"genre_scores_gemma":[0.99886537,0.0000028832726,0.0002448972,0.0002516441,0.000033954806,0.000074715965,0.000009790767,0.0000075637645,0.0005091676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978927,0.000054398257,0.00031000262,0.0005779453,0.0004808043,0.0006841509],"domain_scores_gemma":[0.99877435,0.00061178824,0.00009974674,0.00024267953,0.00004280239,0.00022862563],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007899887,0.00010651748,0.00018101202,0.000027277256,0.0015922767,0.0007781779,0.0003618652,0.00006399068,0.00024592553],"category_scores_gemma":[0.0061832615,0.00016749273,0.00004819846,0.00079244643,0.00077850453,0.001158302,0.00025876547,0.00018534466,0.0000026698754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037792151,0.00009219402,0.9919979,0.00002087588,0.0000020221487,0.00003225159,0.00053216674,0.0037392986,0.000094023104,0.000024803589,0.0002069405,0.003253769],"study_design_scores_gemma":[0.0004193139,0.00006711552,0.98294485,0.000059808553,0.0000033935316,0.000005266586,0.013484894,0.00031871707,0.00034092,0.0006667819,0.0014689779,0.00021997116],"about_ca_topic_score_codex":0.8191486,"about_ca_topic_score_gemma":0.9945951,"teacher_disagreement_score":0.17544651,"about_ca_system_score_codex":0.007523806,"about_ca_system_score_gemma":0.0016929196,"threshold_uncertainty_score":0.9997075},"labels":[],"label_agreement":null},{"id":"W3161662807","doi":"","title":"Chapter 20: Science and Indigenous Knowledge as the Evidentiary Basis for Impact Assessment","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Indigenous; Transparency (behavior); Traditional knowledge; Government (linguistics); Rigour; Political science; Duty; Engineering ethics; Law; Engineering; Epistemology","score_opus":0.013313070865879762,"score_gpt":0.3132800996591315,"score_spread":0.29996702879325177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161662807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907592,0.00073737314,0.0012174038,0.0030586617,0.000092908616,0.00042876342,0.0000054614566,0.000015066253,0.0036851824],"genre_scores_gemma":[0.9972648,0.0012758657,0.000101579375,0.0008171336,0.00015492206,0.000014750783,0.0000010910957,0.000019471883,0.000350369],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99725914,0.00005526832,0.00020441678,0.00028801078,0.000571757,0.0016213985],"domain_scores_gemma":[0.9993663,0.000064911466,0.0001286054,0.00012623286,0.000016468051,0.00029749476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019843245,0.00017989505,0.00015672055,0.00003092506,0.0011933271,0.00017671491,0.0005136117,0.00004345475,0.0003819966],"category_scores_gemma":[0.00008115406,0.00011798952,0.00011222573,0.0002378448,0.00048813267,0.0006193553,0.00027356722,0.00074522296,0.00010450118],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000338919,0.00082401035,0.39868355,0.000032727152,0.00081914495,0.000019841022,0.04002503,0.00045028774,0.100168556,0.026663743,0.0012975456,0.43067664],"study_design_scores_gemma":[0.0037248991,0.008350897,0.7709264,0.00006372466,0.0004857768,0.0011733562,0.025340807,0.002927535,0.003083727,0.16428526,0.01786696,0.0017706272],"about_ca_topic_score_codex":0.00018730208,"about_ca_topic_score_gemma":0.0002160712,"teacher_disagreement_score":0.42890602,"about_ca_system_score_codex":0.0023507038,"about_ca_system_score_gemma":0.0008174674,"threshold_uncertainty_score":0.91782284},"labels":[],"label_agreement":null},{"id":"W3164192716","doi":"10.3390/w13111454","title":"Exploring the Use of a Sanitation Safety Plan Framework to Identify Key Hazards in First Nations Wastewater Systems","year":2021,"lang":"en","type":"article","venue":"Water","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Sanitation; Hazardous waste; Risk assessment; Environmental planning; Business; Checklist; Risk management; Hazard; Risk analysis (engineering); Environmental resource management; Engineering; Environmental health; Environmental science; Environmental engineering; Waste management; Computer security; Computer science; Medicine; Finance","score_opus":0.0814583478828293,"score_gpt":0.290856423501099,"score_spread":0.20939807561826973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164192716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979034,0.0000044484973,0.00024821036,0.00078476616,0.0002862149,0.0001888641,0.000016276059,0.000007978764,0.00055982877],"genre_scores_gemma":[0.9986107,0.000024737532,0.0005263477,0.000114477414,0.000029953824,0.00005706843,0.000021630636,0.000010239349,0.00060484104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908274,0.00008513984,0.00021268179,0.00015294546,0.0002709581,0.000195531],"domain_scores_gemma":[0.999649,0.000094778276,0.000025931235,0.00017648426,0.0000042663046,0.00004955516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014488575,0.00008158742,0.00010083604,0.000029899142,0.0001681507,0.000075868105,0.00010533975,0.00003512809,0.0004102612],"category_scores_gemma":[0.000049355192,0.000052114752,0.000034830584,0.00016410646,0.00004550347,0.00048726838,0.00018509587,0.00009027278,0.000315452],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008650362,0.0005113631,0.57336044,0.00010694513,0.00009228956,0.0000711384,0.122813776,0.13366203,0.16580713,0.0007259059,0.0012738163,0.0014886451],"study_design_scores_gemma":[0.00023114537,0.000037569658,0.94021493,0.00016899823,0.000016412889,0.0000042062143,0.0032543845,0.00023618148,0.033038087,0.00023258646,0.022360874,0.0002046385],"about_ca_topic_score_codex":0.0009628066,"about_ca_topic_score_gemma":0.0015361892,"teacher_disagreement_score":0.36685446,"about_ca_system_score_codex":0.00018836073,"about_ca_system_score_gemma":0.0000033424963,"threshold_uncertainty_score":0.44920722},"labels":[],"label_agreement":null},{"id":"W3169448711","doi":"","title":"Exemple de coopération franco-québécoises : la réalisation d’un cours sur la pollution marine dans le cadre de l’agence universitaire francophone","year":2009,"lang":"fr","type":"article","venue":"Persée (Ministère de lEnseignement supérieur et de la Recherche)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Forestry; Political science; Geography; Art","score_opus":0.025238009021953473,"score_gpt":0.2933602885029973,"score_spread":0.26812227948104383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169448711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9143435,0.0003887351,0.020476114,0.009838108,0.00018099057,0.00052611623,0.00014299079,0.00012463686,0.053978834],"genre_scores_gemma":[0.97502387,0.002602974,0.008834958,0.0023552487,0.00016699365,0.00003423076,0.00015361758,0.0000693753,0.010758724],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9920622,0.0049958583,0.00048377423,0.00068838,0.0006586595,0.0011110953],"domain_scores_gemma":[0.99779373,0.00094697514,0.00029238797,0.0004189194,0.000029851008,0.0005181615],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004263796,0.00056611194,0.0004323772,0.00009092906,0.0007617941,0.00022497441,0.0004905482,0.0011305999,0.002116049],"category_scores_gemma":[0.00041476268,0.0007054882,0.00024703602,0.00054818875,0.0008157866,0.0009481574,0.00019516503,0.0011918189,0.00010141834],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000472371,0.0038312557,0.1444212,0.00018982352,0.00025662337,0.00094730774,0.3972638,0.007345787,0.34131563,0.0037721563,0.01875762,0.08142642],"study_design_scores_gemma":[0.0027624543,0.0008023274,0.83399,0.0002114554,0.0002685269,0.00032140262,0.052721962,0.0033574768,0.015636737,0.005974924,0.08282283,0.0011299367],"about_ca_topic_score_codex":0.062365208,"about_ca_topic_score_gemma":0.0080739325,"teacher_disagreement_score":0.68956876,"about_ca_system_score_codex":0.00557607,"about_ca_system_score_gemma":0.0011527839,"threshold_uncertainty_score":0.9995396},"labels":[],"label_agreement":null},{"id":"W3169543806","doi":"10.4337/9781783474028.00028","title":"Cumulative effects assessment and management in Alberta","year":2021,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cumulative effects; Legislature; Management system; Function (biology); Environmental planning; Government (linguistics); Environmental resource management; Scale (ratio); Key (lock); Business; Engineering; Operations management; Computer science; Geography; Environmental science; Cartography; Computer security","score_opus":0.014517418103536014,"score_gpt":0.26648167946222756,"score_spread":0.25196426135869154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169543806","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006077893,0.00007218613,0.0000350516,0.00035200166,0.00041816325,0.000758071,0.000010061077,0.00003764762,0.99223894],"genre_scores_gemma":[0.06881791,0.00019675784,0.0021640847,0.0010784197,0.00015179551,0.0000812239,0.000114531176,0.00012414646,0.9272711],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997293,0.00009043746,0.00042685884,0.0008397853,0.0008401197,0.00050983013],"domain_scores_gemma":[0.99887675,0.00018976396,0.00022963347,0.00043632192,0.0000061566716,0.0002613768],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042222565,0.0005201588,0.00053057825,0.000114154194,0.00017316954,0.0006877889,0.00038745557,0.00041798354,0.0010011599],"category_scores_gemma":[0.000027085267,0.00053237577,0.00013683698,0.00003904156,0.00024927498,0.0007222422,0.0014469605,0.00084209617,0.00011612364],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007961795,0.0005445922,0.04957986,0.00097541366,0.0016656154,0.0026394746,0.007086714,0.0001814861,0.00042664882,0.4097875,0.04865807,0.478375],"study_design_scores_gemma":[0.0030389794,0.00027671608,0.20369594,0.0014710751,0.00037229527,0.000030355155,0.00031710276,0.00021108668,0.00012197688,0.071844175,0.7159016,0.0027187134],"about_ca_topic_score_codex":0.0013752399,"about_ca_topic_score_gemma":0.002117239,"teacher_disagreement_score":0.66724354,"about_ca_system_score_codex":0.0012276382,"about_ca_system_score_gemma":0.00003059235,"threshold_uncertainty_score":0.9999121},"labels":[],"label_agreement":null},{"id":"W3169634618","doi":"","title":"L'évaluation de l'efficacité des outils et pratiques du cadre de gouvernance et de surveillance des investissements (CGSI)","year":2021,"lang":"fr","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.032103293284831316,"score_gpt":0.31947828261967187,"score_spread":0.28737498933484057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169634618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95696443,0.0012252814,0.01884681,0.0027404123,0.00021344949,0.00028400743,0.00008358533,0.00006563561,0.01957641],"genre_scores_gemma":[0.9128159,0.00857718,0.052570168,0.004530333,0.00009156839,0.000041323943,0.000045472803,0.000046525307,0.021281488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957508,0.0017401163,0.00042240325,0.0005228746,0.00057219295,0.000991643],"domain_scores_gemma":[0.99876475,0.0002560012,0.00018692417,0.00029476333,0.000026210433,0.0004713672],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020551381,0.00037007724,0.00031237354,0.000022649761,0.00045256905,0.00026089366,0.00030546018,0.00026099297,0.0041476586],"category_scores_gemma":[0.0005897033,0.0004039698,0.00012764015,0.00027658,0.00090284634,0.0010212966,0.00033530375,0.0003446148,0.0002594255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000118292755,0.00056668086,0.9088269,0.00006142073,0.000060256123,0.00008399986,0.009229097,0.00289735,0.05046941,0.0011034749,0.0022476688,0.024441916],"study_design_scores_gemma":[0.0005310084,0.0001251707,0.9493343,0.00016802129,0.00003819615,0.000068061185,0.0015658392,0.0022231445,0.034506794,0.00803064,0.002992226,0.0004165941],"about_ca_topic_score_codex":0.012021282,"about_ca_topic_score_gemma":0.026042134,"teacher_disagreement_score":0.044148467,"about_ca_system_score_codex":0.0033695654,"about_ca_system_score_gemma":0.0005176221,"threshold_uncertainty_score":0.9998412},"labels":[],"label_agreement":null},{"id":"W3172306608","doi":"","title":"Environmental performance auditing in Australia, Canada and India","year":2017,"lang":"en","type":"article","venue":"ANU Open Research (Australian National University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Audit; Geography; Environmental resource management; Business; Environmental planning; Environmental science; Environmental protection; Accounting","score_opus":0.09193822898954579,"score_gpt":0.3529672404325512,"score_spread":0.2610290114430054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172306608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9493031,6.241291e-7,1.5749164e-7,0.00055659126,0.000028889626,0.00025065037,0.000052741245,0.000002261487,0.049804997],"genre_scores_gemma":[0.9365518,0.000033809953,0.000092319584,0.00004034346,0.000019541021,0.0000020267844,0.000016443146,0.000005764752,0.06323796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982885,0.00010030702,0.000107310196,0.00030829688,0.00078397954,0.00041159362],"domain_scores_gemma":[0.9994929,0.00005100566,0.00007647713,0.00017300638,0.000005799146,0.0002008321],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005669517,0.000104529536,0.0001063189,0.00006248095,0.0009220534,0.00019877304,0.00092582457,0.000062159284,0.0019188591],"category_scores_gemma":[0.00004012087,0.00011949858,0.000015567966,0.00012828663,0.0005471799,0.0014550354,0.0012500682,0.0003207748,0.000116021045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022634507,0.000061098595,0.9932039,0.0000036864235,0.00000915108,0.000100618505,0.00012220515,0.000037046015,0.0008065225,0.00022285023,0.0037835531,0.0016267701],"study_design_scores_gemma":[0.000514625,0.00003723307,0.97893226,0.000014304877,0.0000019164268,0.0000030762326,0.00047152344,0.000022221811,0.00046369532,0.00028061002,0.019120185,0.00013834074],"about_ca_topic_score_codex":0.64069617,"about_ca_topic_score_gemma":0.35600355,"teacher_disagreement_score":0.2846926,"about_ca_system_score_codex":0.0016572269,"about_ca_system_score_gemma":0.00009927866,"threshold_uncertainty_score":0.9989935},"labels":[],"label_agreement":null},{"id":"W3173771185","doi":"10.3917/spub.211.0065","title":"Enjeux de la pratique en évaluation d’impact sur la santé : observations sur l’expérimentation de cette démarche au Québec","year":2021,"lang":"fr","type":"article","venue":"Santé Publique","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Santé Montérégie; Institut National de Santé Publique du Québec","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.02403938952608201,"score_gpt":0.34352123069150814,"score_spread":0.3194818411654261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173771185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96777683,0.0011436774,0.006163698,0.011693492,0.00026885603,0.00048350616,0.00015428006,0.00006934527,0.012246302],"genre_scores_gemma":[0.98463696,0.0018038581,0.005525084,0.0017510111,0.00036966056,0.00011407978,0.0002534932,0.000069543465,0.005476302],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9921697,0.005090825,0.0005484041,0.0005660265,0.00069089636,0.00093417446],"domain_scores_gemma":[0.9968329,0.0019500871,0.0002714276,0.00042487646,0.000057720077,0.00046296063],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034274624,0.0004263455,0.0003530778,0.00007721768,0.0004257031,0.0004659135,0.0003731213,0.00058640394,0.0045910785],"category_scores_gemma":[0.0018694997,0.00046520273,0.00026442314,0.0005739905,0.00046415348,0.0024363752,0.0003125952,0.0007511474,0.00016550017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000032515705,0.0012507583,0.739122,0.00008674718,0.00020010868,0.000093491246,0.027637642,0.0035511635,0.15783115,0.0013973514,0.009132405,0.059664723],"study_design_scores_gemma":[0.0007657595,0.00012637187,0.9606474,0.00011787967,0.00010950249,0.00008912056,0.0018384575,0.0019342991,0.017526282,0.003446392,0.012945739,0.0004528058],"about_ca_topic_score_codex":0.19751032,"about_ca_topic_score_gemma":0.08215733,"teacher_disagreement_score":0.22152545,"about_ca_system_score_codex":0.012626411,"about_ca_system_score_gemma":0.007449234,"threshold_uncertainty_score":0.99977994},"labels":[],"label_agreement":null},{"id":"W3174451438","doi":"10.4267/dechets-sciences-techniques.2258","title":"Les travaux du projet BNQ 21000 : des mécanismes pour opérationnaliser le développement durable au sein des entreprises et autres organisations du Québec","year":2013,"lang":"en","type":"article","venue":"Environnement Ingénierie & Développement","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centrale des Syndicats du Québec","funders":"","keywords":"Slogan; Context (archaeology); Political science; Management; Humanities; Sociology; Law; Economics; Art; Geography","score_opus":0.03331823599496461,"score_gpt":0.27183921444168363,"score_spread":0.23852097844671902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174451438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94699365,0.000064707536,0.007647731,0.029340912,0.00014376418,0.001505015,0.000028858663,0.00017338883,0.014101994],"genre_scores_gemma":[0.9757062,0.0008255442,0.013773371,0.0013474777,0.000148695,0.00086489116,0.0001414289,0.00010514361,0.0070872568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99556625,0.00035601264,0.0009496924,0.0009242832,0.001051611,0.0011521478],"domain_scores_gemma":[0.998419,0.0001173709,0.0003797256,0.0005581563,0.000032872347,0.0004928738],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007006575,0.0007297982,0.00046173122,0.00011173028,0.0022746008,0.0003510048,0.0006458632,0.0001569699,0.05631306],"category_scores_gemma":[0.00009632508,0.0006900345,0.00019290252,0.00033743828,0.0010594961,0.0012708692,0.0007950076,0.0002657529,0.001879638],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022987644,0.001721248,0.9095873,0.00003990868,0.00019858689,0.000015133456,0.020853402,0.0012578311,0.026438817,0.00054341793,0.0151795745,0.024141744],"study_design_scores_gemma":[0.0015386655,0.00026592592,0.9166183,0.00007084014,0.00009869562,0.000012743277,0.012636654,0.00020356542,0.015896428,0.0028099553,0.048900917,0.0009473176],"about_ca_topic_score_codex":0.066628404,"about_ca_topic_score_gemma":0.020504786,"teacher_disagreement_score":0.054433424,"about_ca_system_score_codex":0.0045862123,"about_ca_system_score_gemma":0.00038526254,"threshold_uncertainty_score":0.9995551},"labels":[],"label_agreement":null},{"id":"W3176584519","doi":"10.25314/a0601979-cf5e-474a-921a-acbff698ed6e","title":"The Canadian Bikeway Comfort and Safety (Can-BICS) Classification System: A Common Naming Convention for Cycling Infrastructure, Supplement 1 Index and Datasets","year":2019,"lang":"en","type":"article","venue":"Open MIND","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cycling; Codebook; Index (typography); Convention; Computer science; Engineering; Database; Geography; World Wide Web; Artificial intelligence; Political science; Forestry","score_opus":0.020657727280819577,"score_gpt":0.30080310988176867,"score_spread":0.2801453826009491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176584519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915299,0.000014714771,0.00006705698,0.00037529215,0.00013353239,0.0014887603,0.0007622903,0.0000012975927,0.005627161],"genre_scores_gemma":[0.9983668,0.000022114958,0.00060914014,0.000061047496,0.000012733479,0.000029317469,0.0006303483,0.000008978132,0.00025957398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991094,0.00004545349,0.0002083604,0.00024196898,0.0001602683,0.00023456209],"domain_scores_gemma":[0.99949086,0.0000573645,0.000115584575,0.00018384338,0.0000022451907,0.00015009238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045690892,0.000107060565,0.00012482681,0.000016377335,0.0007263449,0.00027638872,0.00021458416,0.00006230218,0.00035574046],"category_scores_gemma":[0.000005826098,0.00008499282,0.000016324102,0.00004772397,0.0001237043,0.00026041782,0.00023605967,0.00008064477,0.000024887608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059399455,0.000021465905,0.91354114,0.000022659475,0.000035931465,0.0000010757043,0.0006659861,0.00006902335,0.0019115683,0.00040255283,0.0007110302,0.08255818],"study_design_scores_gemma":[0.0012362592,0.0000933449,0.85994476,0.000049627284,0.00003878018,0.000008280783,0.004329275,0.007319911,0.00036225686,0.0002342801,0.12614505,0.00023815449],"about_ca_topic_score_codex":0.03263887,"about_ca_topic_score_gemma":0.22071381,"teacher_disagreement_score":0.18807495,"about_ca_system_score_codex":0.0005275576,"about_ca_system_score_gemma":0.000026442776,"threshold_uncertainty_score":0.97380286},"labels":[],"label_agreement":null},{"id":"W3178300912","doi":"10.1016/j.envsci.2021.07.001","title":"How does the environmental state “see” endangered marine animals?","year":2021,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Endangered species; Wildlife; Legislation; Context (archaeology); Wildlife conservation; Environmental planning; Geography; Environmental resource management; Wildlife management; Ecology; Fishery; Political science; Biology; Habitat; Environmental science; Law","score_opus":0.007116410192483312,"score_gpt":0.2472402591978156,"score_spread":0.24012384900533226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178300912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98394614,0.00008742176,0.000040462422,0.004823901,0.00028725053,0.00043317536,0.00016404988,0.00006340717,0.010154215],"genre_scores_gemma":[0.9803569,0.0005119135,0.0005542793,0.0016234968,0.00025787775,0.00005621663,0.000045726094,0.000054953605,0.016538657],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9948751,0.000192417,0.00039532577,0.0011605088,0.0019203156,0.0014563603],"domain_scores_gemma":[0.9980805,0.00007208628,0.00023408039,0.00096757285,0.0000018999605,0.000643873],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00054927863,0.00054227124,0.0003391171,0.00008457927,0.0016073887,0.0005271145,0.0012600891,0.00010430534,0.009481428],"category_scores_gemma":[0.0000708221,0.00036829527,0.00022681509,0.00073202717,0.004717941,0.0013636386,0.0031714297,0.0004141251,0.0016441561],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014453692,0.0004133739,0.35067025,0.000002932355,0.00002627646,0.00007250441,0.0018670326,0.000051484316,0.60268295,0.000103884784,0.0003010763,0.043793783],"study_design_scores_gemma":[0.00048545966,0.00008456614,0.8622682,0.0000048288707,0.000025318726,0.000080246995,0.002191377,0.00008701355,0.10559528,0.0014944224,0.027137091,0.000546167],"about_ca_topic_score_codex":0.000516683,"about_ca_topic_score_gemma":0.00016109619,"teacher_disagreement_score":0.511598,"about_ca_system_score_codex":0.0025706422,"about_ca_system_score_gemma":0.00008266993,"threshold_uncertainty_score":0.9998769},"labels":[],"label_agreement":null},{"id":"W31809434","doi":"10.29173/alr323","title":"The Canadian Environmental Assessment Act and Global Climate Change: Rethinking Significance","year":2009,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Government of Canada","keywords":"Greenhouse gas; Context (archaeology); Climate change; Government (linguistics); Process (computing); Environmental planning; Environmental resource management; Business; Political science; Public economics; Economics; Environmental science; Computer science; Geography; Ecology","score_opus":0.018660696459376742,"score_gpt":0.2979440051249811,"score_spread":0.27928330866560436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W31809434","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18667957,0.037395697,0.0000045186684,0.054154564,0.0005522951,0.0043712785,0.000094645264,0.00007070773,0.7166767],"genre_scores_gemma":[0.94336504,0.039636295,0.00014667574,0.016586514,0.00004835481,0.00005194836,0.00001632328,0.000010888659,0.00013795463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823755,0.00014052515,0.00027028206,0.00035359737,0.0003902708,0.0006078034],"domain_scores_gemma":[0.9991197,0.0000699887,0.00012074194,0.0003261285,0.0000011339638,0.00036229924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045361265,0.00023527975,0.00024155664,0.000004362863,0.0011779238,0.00011746076,0.00030870957,0.00007578081,0.00051782967],"category_scores_gemma":[0.00001280014,0.00017055565,0.000080171354,0.00011035255,0.00034824284,0.00036270422,0.00013811153,0.00018896873,0.00028367204],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012850465,0.0002237731,0.5211589,0.00014886245,0.00006555378,0.000046777463,0.0006502642,0.0000035246326,0.0002664206,0.0976857,0.0029794143,0.37675798],"study_design_scores_gemma":[0.00018651938,0.00011756885,0.7807796,0.00032646814,0.00007668504,0.000022810043,0.000022666605,0.00003151417,0.000009880186,0.0030419582,0.2150133,0.0003710436],"about_ca_topic_score_codex":0.13426818,"about_ca_topic_score_gemma":0.42331594,"teacher_disagreement_score":0.7566855,"about_ca_system_score_codex":0.0010165551,"about_ca_system_score_gemma":0.000017858807,"threshold_uncertainty_score":0.9059756},"labels":[],"label_agreement":null},{"id":"W3184831802","doi":"10.20381/ruor-26653","title":"A Matter of Trust: The Role of Communities in Energy Decision-Making, Case Study: Wuskwatim Hydroelectric Facility, Nisichawayasihk Cree Nation, Manitoba","year":2016,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Electricity Association; Canadian Association of Petroleum Producers; University of Ottawa; Natural Resources Canada; Canadian Natural Resources Limited; Max Bell Foundation; Imperial Oil Limited; Government of Alberta; Sid W. Richardson Foundation","keywords":"Hydroelectricity; Political science; Environmental planning; Business; Geography; Engineering","score_opus":0.02907092644672304,"score_gpt":0.2906104281826315,"score_spread":0.26153950173590845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184831802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98971456,0.000013934058,0.00021268186,0.00014485775,0.0000107931655,0.00023742368,0.000044089258,0.0000040595796,0.009617603],"genre_scores_gemma":[0.99935055,0.000047762755,0.000116781535,0.000010259758,0.0000040480118,0.0000014002052,0.0000018012513,0.000005409188,0.0004619758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798787,0.0005340833,0.00019315508,0.0001574438,0.0008515861,0.00027586578],"domain_scores_gemma":[0.9987907,0.00060560985,0.00012183586,0.0003902229,0.000032286327,0.00005937422],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010048139,0.000093439055,0.00019488212,0.00020456927,0.00028836806,0.000008556772,0.0006836271,0.000059351216,0.0023211676],"category_scores_gemma":[0.000046231315,0.000072064264,0.00006453671,0.00050406327,0.00092604477,0.0003047968,0.0007456565,0.00015421264,0.000041556967],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016080054,0.00052123965,0.9532124,0.000005763932,0.000025720748,0.000057879344,0.0059966864,0.00004273151,0.0012245859,0.0001667238,0.0002963988,0.038433816],"study_design_scores_gemma":[0.0009440218,0.000519823,0.82854533,0.000049420083,0.000015655376,0.000020703315,0.16146573,0.00041193355,0.00056191935,0.0048834337,0.002442239,0.0001397796],"about_ca_topic_score_codex":0.033789687,"about_ca_topic_score_gemma":0.07169317,"teacher_disagreement_score":0.15546906,"about_ca_system_score_codex":0.00031981655,"about_ca_system_score_gemma":0.000023404178,"threshold_uncertainty_score":0.9985908},"labels":[],"label_agreement":null},{"id":"W3185427297","doi":"10.7916/thejgh.v2i2.5020","title":"Challenges of Building Health Impact Assessment Capacity in Developing Countries: a Review","year":2020,"lang":"en","type":"review","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Simon Fraser University","funders":"","keywords":"Capacity building; Grey literature; Health impact assessment; Training (meteorology); Political science; Medical education; MEDLINE; Public health; Medicine; Geography; Nursing","score_opus":0.15515420446077838,"score_gpt":0.4368257269822159,"score_spread":0.2816715225214375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185427297","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001391917,0.9907812,0.0001454934,0.0012509858,0.00006714733,0.0014121255,0.0000373308,0.000026439719,0.006265395],"genre_scores_gemma":[0.000054534845,0.9949046,0.003865538,0.00097629515,0.000027387116,0.000085793174,0.000020657473,0.000043314227,0.000021878282],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996502,0.00047656384,0.0012296599,0.00059585075,0.0006573605,0.00053860433],"domain_scores_gemma":[0.99844104,0.0001345439,0.0008391927,0.0003314357,0.0000036789702,0.00025009052],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001055341,0.0005492502,0.0028929291,0.00006482975,0.00007735121,0.000017698796,0.0004894218,0.00017743453,0.0010912624],"category_scores_gemma":[0.000033913264,0.00041295105,0.00046702867,0.00047136386,0.00015053357,0.00023471934,0.00045703896,0.00044232403,0.00009339562],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[8.625193e-7,0.000093290524,0.0004563732,0.04737375,0.00009772048,0.00000907526,0.0002501723,0.0000019625395,2.5895457e-7,0.0009578407,0.00078411406,0.9499746],"study_design_scores_gemma":[0.000111595,0.000118696116,0.0017072378,0.051866494,0.0000895027,0.000011789007,0.000040262526,0.0000034935154,3.6210963e-7,0.00007653483,0.94554675,0.00042726152],"about_ca_topic_score_codex":0.0011578919,"about_ca_topic_score_gemma":0.000269894,"teacher_disagreement_score":0.9495473,"about_ca_system_score_codex":0.0046965037,"about_ca_system_score_gemma":0.00040225283,"threshold_uncertainty_score":0.9998322},"labels":[],"label_agreement":null},{"id":"W3187137511","doi":"","title":"Impact Assessment, Sustainability, and Climate Change: Lessons from Lower Churchill","year":2021,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Sustainability; Environmental law; Environmental resource management; Environmental planning; Political science; Environmental ethics; Environmental science; Law; Geology; Philosophy; Oceanography; Ecology","score_opus":0.01779134315640975,"score_gpt":0.3231759226221346,"score_spread":0.3053845794657249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187137511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746743,0.0001768017,0.000030874766,0.001943911,0.00022110263,0.0003233866,0.00018793713,0.00006311332,0.022378605],"genre_scores_gemma":[0.9966085,0.00034834899,0.0007538172,0.0013863442,0.00018849238,0.000052384155,0.00009464811,0.00003710275,0.0005303906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977095,0.00019922572,0.0002672137,0.0006517804,0.00046805656,0.00070422486],"domain_scores_gemma":[0.99877554,0.00008148641,0.00010308878,0.00050620147,0.000013739693,0.0005199211],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002637646,0.00030632704,0.00032419665,0.000016727281,0.0004435425,0.00021372671,0.0002320453,0.00014689536,0.008979942],"category_scores_gemma":[0.000048232738,0.0002815483,0.00015394522,0.00020164347,0.00037546438,0.0008708635,0.00092346966,0.00036456756,0.00035101705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002096955,0.00046962412,0.98674494,0.000013109063,0.00005081652,0.00011577526,0.00033993434,0.000028093546,0.0038851616,0.0017697251,0.00047912783,0.00608275],"study_design_scores_gemma":[0.0006188077,0.00011120553,0.9862667,0.000020004778,0.00004152017,0.000008376431,0.00043774984,0.000067294895,0.00029028812,0.0067486046,0.0050363005,0.00035318208],"about_ca_topic_score_codex":0.0083816685,"about_ca_topic_score_gemma":0.0025614668,"teacher_disagreement_score":0.021934202,"about_ca_system_score_codex":0.0008724456,"about_ca_system_score_gemma":0.000043375207,"threshold_uncertainty_score":0.99996364},"labels":[],"label_agreement":null},{"id":"W3188307615","doi":"10.22215/etd/2019-13664","title":"Providing Science Advice: An Ethnography of the Council of Canadian Academies’ Boundary Work of Recontextualizing Expert-Produced Scientific Knowledge for Canadian Government Policy-Makers","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"Royal Society","keywords":"Boundary object; Rhetorical question; Boundary-work; Ethnography; Government (linguistics); Discipline; Public relations; Work (physics); Political science; Sociology; Knowledge management; Engineering; Social science; Computer science; Negotiation","score_opus":0.05299892088761511,"score_gpt":0.31904358848068326,"score_spread":0.26604466759306816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188307615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92401695,0.000246453,8.953284e-7,0.00017869042,0.0012808038,0.0015440243,0.0003461499,0.000009567813,0.07237644],"genre_scores_gemma":[0.98599553,0.000031153908,0.0002972452,0.0001480844,0.000046183348,0.000060095343,0.00006927076,0.0000414338,0.013311008],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9959201,0.00008112212,0.0006764722,0.0007192179,0.0017721311,0.0008309404],"domain_scores_gemma":[0.99787176,0.000069354646,0.0006573449,0.00070674584,0.00011390247,0.00058091246],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019075131,0.00034242935,0.00046903268,0.00042068344,0.0010334054,0.00008669042,0.0013572117,0.00032433498,0.00024125562],"category_scores_gemma":[0.00033993708,0.0002849009,0.00024217207,0.0027256778,0.0016920144,0.0005640268,0.00012263015,0.0002902363,0.000008433073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00023744725,0.00052476226,0.1671676,0.00079778524,0.00025257294,8.999924e-7,0.29758835,0.000191996,0.4863304,0.0012678618,0.011271134,0.03436919],"study_design_scores_gemma":[0.0017166493,0.0006636498,0.3418985,0.001879308,0.00025956202,0.0000019132901,0.18889451,0.0003363068,0.36028358,0.0005660507,0.101370454,0.0021295217],"about_ca_topic_score_codex":0.84780985,"about_ca_topic_score_gemma":0.9606378,"teacher_disagreement_score":0.1747309,"about_ca_system_score_codex":0.010835218,"about_ca_system_score_gemma":0.012203222,"threshold_uncertainty_score":0.9999603},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"other","about_ca_system":true,"about_ca_topic":true,"confidence":"high"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":true,"about_ca_topic":true,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3191272019","doi":"10.1016/j.jenvman.2021.113444","title":"Assessing the potential for collaborative governance to support cumulative effects assessment in the Indigenous Cree territory of Eeyou Istchee, Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Collaborative governance; Government (linguistics); Livelihood; Indigenous; Environmental planning; Distrust; Wildlife; Corporate governance; Environmental resource management; Environmental governance; Population; Business; Geography; Political science; Ecology; Sociology; Economics","score_opus":0.007749818944514055,"score_gpt":0.27996755565557163,"score_spread":0.2722177367110576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191272019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99229985,0.00013562605,0.0010341728,0.0011549656,0.00046879193,0.0011245669,0.000076503566,0.0000020136342,0.0037034792],"genre_scores_gemma":[0.99497086,0.00013136728,0.0029196064,0.001317507,0.00008318715,0.000054262535,0.000011524371,0.000020308838,0.00049140584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970972,0.00030836146,0.00066057756,0.0002615729,0.0012883272,0.0003839441],"domain_scores_gemma":[0.9987826,0.00019584515,0.00061197544,0.0002897661,0.000007789037,0.000112024296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007987075,0.00023960501,0.00034386708,0.000029499126,0.0002539909,0.000082752784,0.0005846976,0.000049888476,0.00027539785],"category_scores_gemma":[0.000020354495,0.00016445271,0.00014544696,0.00023643042,0.0001731958,0.00041439786,0.00037096097,0.0002755255,0.000005154875],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006188202,0.010342942,0.52738374,0.0005520552,0.0023964904,0.0053965794,0.031175941,0.0837547,0.12324281,0.0009902106,0.042869855,0.17127585],"study_design_scores_gemma":[0.0010951153,0.00046936356,0.9727155,0.000054716336,0.00012937299,0.00002454709,0.015444088,0.000056391553,0.001886972,0.000255134,0.0076680505,0.00020072891],"about_ca_topic_score_codex":0.0039398763,"about_ca_topic_score_gemma":0.010570778,"teacher_disagreement_score":0.44533178,"about_ca_system_score_codex":0.0019603723,"about_ca_system_score_gemma":0.00012611577,"threshold_uncertainty_score":0.6706187},"labels":[],"label_agreement":null},{"id":"W3193274218","doi":"10.1016/j.jenvman.2021.113467","title":"Using news coverage and community-based impact assessments to understand and track social effects using the perspectives of affected people and decisionmakers","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Dalhousie University","keywords":"Social impact assessment; Politics; Socioeconomic status; Political science; Environmental planning; Impact assessment; Perspective (graphical); Environmental impact assessment; Public relations; Sociology; Geography; Public administration; Computer science","score_opus":0.02909109735922087,"score_gpt":0.3363484014202912,"score_spread":0.3072573040610703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193274218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99546206,0.00022557257,0.0035711003,0.00012189211,0.000052138734,0.0003404786,0.000018965882,0.0000028364411,0.0002049766],"genre_scores_gemma":[0.9951759,0.00037085405,0.0041601914,0.0002228768,0.000020583679,0.000001282505,0.0000023152686,0.000020835027,0.000025184112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998154,0.0005150108,0.0003348434,0.00020617938,0.00054485345,0.00024510644],"domain_scores_gemma":[0.9991664,0.00018646818,0.0002996874,0.00016253462,0.0000036988129,0.00018115577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048944756,0.00023003638,0.0003550601,0.00006779404,0.00056893367,0.00008917825,0.00014168682,0.000059339625,0.00012369505],"category_scores_gemma":[0.00001633746,0.00017875587,0.000106734115,0.00017119624,0.000338126,0.00032022837,0.000521177,0.00029458967,9.80277e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056994794,0.003277735,0.54225963,0.00027632836,0.0011782224,0.00023376287,0.03469015,0.0097489385,0.37879264,0.000051202576,0.00018410756,0.028737308],"study_design_scores_gemma":[0.001907932,0.0005947719,0.94269955,0.000080875674,0.00029732156,0.00006130127,0.052065823,0.0005631582,0.001127325,0.00034352017,0.00003500471,0.00022342011],"about_ca_topic_score_codex":0.0001324132,"about_ca_topic_score_gemma":0.000045460692,"teacher_disagreement_score":0.4004399,"about_ca_system_score_codex":0.00072259636,"about_ca_system_score_gemma":0.0000115293005,"threshold_uncertainty_score":0.72894526},"labels":[],"label_agreement":null},{"id":"W3195521061","doi":"","title":"The Heart of the Paris Rulebook: Communicating NDCs and Accounting for Their Implementation","year":2019,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Accounting; Process (computing); Key (lock); Architecture; Focus (optics); Business; Process management; Computer science; Political science; Computer security; Geography","score_opus":0.013445623149824025,"score_gpt":0.2830079296998975,"score_spread":0.2695623065500735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195521061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931873,0.00008730455,0.000013287892,0.00071232265,0.00009234685,0.0005779232,0.000016989985,0.000009451638,0.0053030574],"genre_scores_gemma":[0.998271,0.000043484706,0.00050412735,0.0006744551,0.000023574163,0.000034986162,0.0000048035968,0.000012214126,0.00043137075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915427,0.00008678269,0.00020949007,0.00013581655,0.00019136586,0.00022229215],"domain_scores_gemma":[0.99923825,0.00020863039,0.00015115917,0.00035216263,0.000004148184,0.000045653203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005044588,0.00009733867,0.00011156453,0.000003599956,0.00063776545,0.00006776963,0.0003103092,0.000037545018,0.00024732837],"category_scores_gemma":[0.00001587502,0.00005791155,0.00006687344,0.00005380834,0.00022632978,0.00022775546,0.00042108368,0.00012318755,0.000036083806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000955255,0.000027684937,0.9556334,0.000010802506,0.000021268994,2.2401272e-8,0.0007219001,0.000024780917,0.036051773,0.001732316,0.00074529566,0.0050212154],"study_design_scores_gemma":[0.0008207295,0.000096767275,0.89793974,0.00003389343,0.000026347256,0.0000018712357,0.005636838,0.00030673537,0.017669942,0.004008369,0.0732446,0.00021415636],"about_ca_topic_score_codex":0.001645933,"about_ca_topic_score_gemma":0.0009619618,"teacher_disagreement_score":0.072499305,"about_ca_system_score_codex":0.00008518796,"about_ca_system_score_gemma":0.0000072336256,"threshold_uncertainty_score":0.49052408},"labels":[],"label_agreement":null},{"id":"W3197145199","doi":"","title":"Sustainable impact assessment of the EU-Canada trade agreement. Environmental assessment in the EU and social and environmental assessment in third countries","year":2011,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Impact assessment; Social impact assessment; European union; Business; Sustainable development; Environmental protection; International trade; Environmental planning; Political science; Environmental resource management; Natural resource economics; Environmental science; Economics","score_opus":0.03990868746694196,"score_gpt":0.28947590358131764,"score_spread":0.24956721611437568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197145199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945192,0.00004957702,0.000012357148,0.0026535334,0.000027428496,0.0010003358,0.0000517882,0.0000035506846,0.0016822626],"genre_scores_gemma":[0.9990922,0.0004396567,0.00013956358,0.00017658516,0.0000144154565,0.000011795074,0.000015467245,0.000015473946,0.00009483943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958112,0.0010331009,0.00034386126,0.0004302616,0.0016487109,0.00073285727],"domain_scores_gemma":[0.99900764,0.00024560853,0.00021198782,0.00041740408,0.0000037668015,0.000113592105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019659325,0.00027617908,0.00034752584,0.000085286774,0.0007349293,0.000041174262,0.00088521815,0.00010641451,0.00076500553],"category_scores_gemma":[0.0000066267685,0.0001891815,0.00010589488,0.00023629826,0.0021666763,0.00053165876,0.0013212535,0.00080416416,0.0000034342536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064179796,0.0006952586,0.93415666,0.000053879445,0.000070565366,0.00006033909,0.06134491,0.000054146753,0.0017732416,0.00052454567,0.0007215908,0.0004806707],"study_design_scores_gemma":[0.00085207564,0.00020029444,0.7973081,0.000021039827,0.000026623338,0.0000042488073,0.19929792,0.00021494928,0.00011822241,0.00018927836,0.0016134874,0.00015376361],"about_ca_topic_score_codex":0.02627012,"about_ca_topic_score_gemma":0.0072800824,"teacher_disagreement_score":0.13795301,"about_ca_system_score_codex":0.0025286619,"about_ca_system_score_gemma":0.0001983843,"threshold_uncertainty_score":0.98021406},"labels":[],"label_agreement":null},{"id":"W3197380658","doi":"10.32920/ryerson.14647338.v1","title":"Environmental policy creation : examining the Ontario municipal approach","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Legislature; Environmental policy; Environmental planning; Content analysis; Political science; Regional science; Business; Environmental resource management; Public administration; Geography; Environmental science; Sociology; Social science","score_opus":0.03443627997439941,"score_gpt":0.2789610106396615,"score_spread":0.2445247306652621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197380658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78874516,0.000037706195,0.00033062347,0.00014936383,0.00016865095,0.0004249102,0.000013174172,0.000038166858,0.21009226],"genre_scores_gemma":[0.9747011,0.000091857895,0.002774789,0.0007334846,0.00019464457,0.00011694217,0.0003341984,0.000041632895,0.021011367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973927,0.00021812718,0.00037554593,0.00072871504,0.0007773868,0.0005075064],"domain_scores_gemma":[0.9987312,0.000048420326,0.00020694203,0.0008313789,0.0000011198646,0.000180942],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032287085,0.00043867476,0.0003376877,0.00003441057,0.00042325747,0.00024613744,0.00072642433,0.0003371624,0.01226476],"category_scores_gemma":[0.000015054341,0.0003299011,0.00019457335,0.00011058048,0.00049716816,0.00024738547,0.0039828042,0.0009588564,0.00024330117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027626127,0.001581912,0.8549755,0.00003107539,0.0003420946,0.00003188411,0.07984787,0.021546874,0.0054540383,0.00012334317,0.0010982146,0.034939513],"study_design_scores_gemma":[0.0002703288,0.000048486134,0.9843986,0.00001901539,0.00008470901,0.000013204379,0.009722457,0.00095596793,0.00028824233,0.00034002218,0.0033192022,0.0005397657],"about_ca_topic_score_codex":0.19603018,"about_ca_topic_score_gemma":0.036223017,"teacher_disagreement_score":0.1890809,"about_ca_system_score_codex":0.0033771025,"about_ca_system_score_gemma":0.000079903555,"threshold_uncertainty_score":0.9999153},"labels":[],"label_agreement":null},{"id":"W3199828344","doi":"10.3917/rips1.069.0113","title":"Participation publique et gestion des ressources naturelles : quel potentiel d’influence pour les participants ?","year":2021,"lang":"fr","type":"article","venue":"Revue internationale de psychosociologie et de gestion des comportements organisationnels","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec); École Nationale d'Administration Publique; Université du Québec en Abitibi-Témiscamingue; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.09771387829017755,"score_gpt":0.3606780726531353,"score_spread":0.2629641943629577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199828344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94303524,0.0016001759,0.015842346,0.035016384,0.0007061568,0.00039289246,0.00013538542,0.00012535734,0.0031460621],"genre_scores_gemma":[0.972687,0.0072130943,0.009405365,0.0020535772,0.00019342828,0.00013671488,0.0003255257,0.000060389066,0.0079249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952176,0.0016677097,0.00089805183,0.00074918143,0.00061890297,0.0008485318],"domain_scores_gemma":[0.9977422,0.0007482689,0.00060038216,0.00034898164,0.0002057803,0.00035443378],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017651896,0.00043296407,0.00035572334,0.00010390673,0.00067748583,0.00032619786,0.000465729,0.00058723503,0.0049559977],"category_scores_gemma":[0.0022504518,0.0005088123,0.00018757064,0.00032129357,0.0008641341,0.001485908,0.00022842213,0.0007714774,0.00040302085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039613515,0.0015361801,0.8576047,0.00013258854,0.0002653542,0.00007067355,0.010102173,0.055468008,0.0414204,0.004641719,0.0017577233,0.02696086],"study_design_scores_gemma":[0.0007875574,0.00010838712,0.9299639,0.0007070792,0.00012237059,0.000067223744,0.0018487722,0.0032361879,0.0062197964,0.054009393,0.002474789,0.0004545307],"about_ca_topic_score_codex":0.0018730337,"about_ca_topic_score_gemma":0.001081313,"teacher_disagreement_score":0.072359204,"about_ca_system_score_codex":0.00357524,"about_ca_system_score_gemma":0.00025168515,"threshold_uncertainty_score":0.99973637},"labels":[],"label_agreement":null},{"id":"W320234165","doi":"","title":"Regulatory Compliance on Multistate and Multimodal Projects: Bridging the Gaps Between States and Among NEPA Co-leads","year":2007,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"National Environmental Policy Act; Environmental impact statement; Metropolitan area; Environmental planning; Public administration; Administration (probate law); Federal funds; Business; Transit (satellite); Transport engineering; Environmental resource management; Environmental impact assessment; Engineering; Political science; Public transport; Geography; Law; Environmental science","score_opus":0.016615045432182216,"score_gpt":0.2548805911214346,"score_spread":0.23826554568925234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W320234165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99134773,0.000054692002,0.00007537609,0.00025133145,0.00003349358,0.0004188446,0.0007336886,0.000105586085,0.0069792345],"genre_scores_gemma":[0.99800783,0.00003823502,0.00032560932,0.00063635554,0.00009178181,0.00000957544,0.00020414806,0.000053660027,0.0006328239],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807024,0.000083055114,0.00033888672,0.00048019065,0.0004557576,0.00057187845],"domain_scores_gemma":[0.99897116,0.0002618818,0.00014043438,0.00025563373,0.0000025005238,0.0003683628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039131692,0.000313718,0.00023427632,0.0000436128,0.00045529605,0.0006774983,0.00027688715,0.000114338,0.00013980524],"category_scores_gemma":[0.000045986188,0.00023839863,0.000059222446,0.00018100547,0.0009299391,0.0025043774,0.00037240196,0.00046363645,0.00035844243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044761546,0.000065179804,0.9793308,0.000015691465,0.00001766131,0.00001858028,0.00018665558,0.000012572499,0.00028355938,0.000018136623,0.00036808863,0.01963834],"study_design_scores_gemma":[0.00048546828,0.000101183374,0.9896501,0.00006061948,0.000011645099,0.000004502788,0.00021213625,0.00018186402,0.0025098384,0.00061958254,0.0058395835,0.00032353005],"about_ca_topic_score_codex":0.000059118902,"about_ca_topic_score_gemma":0.000011302923,"teacher_disagreement_score":0.01931481,"about_ca_system_score_codex":0.000102296945,"about_ca_system_score_gemma":0.000008214396,"threshold_uncertainty_score":0.9721614},"labels":[],"label_agreement":null},{"id":"W3204018219","doi":"10.7202/1081841ar","title":"Les enjeux juridictionnels de la future Agence canadienne de l’eau","year":2021,"lang":"fr","type":"article","venue":"Revue générale de droit","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.011691815341391238,"score_gpt":0.25147172418219804,"score_spread":0.2397799088408068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204018219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.944013,0.0026699016,0.0016550062,0.006529569,0.00078045233,0.00015305074,0.00015207828,0.000043099575,0.044003833],"genre_scores_gemma":[0.9684782,0.0057998393,0.0055655492,0.0007900709,0.0011391405,0.000025756768,0.000032125063,0.000048102105,0.018121243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997347,0.00042396007,0.0002812587,0.00047034907,0.00021157868,0.0012658497],"domain_scores_gemma":[0.9986151,0.00011846275,0.00011985449,0.00036119434,0.000010710086,0.0007747022],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006087506,0.0002265944,0.00027870946,0.00002957647,0.00043674852,0.00012201016,0.00034276018,0.0004291553,0.009139279],"category_scores_gemma":[0.00010449259,0.00036286446,0.00020181133,0.0003192238,0.00044911134,0.00032807168,0.000198566,0.00055262196,0.00047512076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032778662,0.0013445531,0.6350039,0.0005007828,0.0002555115,0.004915755,0.022094311,0.008277384,0.118370086,0.029693704,0.009500944,0.17001025],"study_design_scores_gemma":[0.00047736158,0.000096061034,0.8955458,0.00025942107,0.00016592456,0.001187291,0.005371282,0.0016190747,0.008523874,0.036121618,0.05000914,0.00062316837],"about_ca_topic_score_codex":0.02655053,"about_ca_topic_score_gemma":0.013569184,"teacher_disagreement_score":0.26054186,"about_ca_system_score_codex":0.0054053646,"about_ca_system_score_gemma":0.0002477582,"threshold_uncertainty_score":0.99988234},"labels":[],"label_agreement":null},{"id":"W3205224058","doi":"10.1680/cm.65147.169","title":"Engineering Meets Public Participation on the Coast in Surrey, British Columbia, Canada","year":2020,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Surrey Place Centre","funders":"","keywords":"Political science","score_opus":0.01808107794896083,"score_gpt":0.20815739168820008,"score_spread":0.19007631373923925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205224058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880269,0.0000022902434,0.000014115221,0.004777312,0.000050387018,0.00012728864,0.0000073539904,0.000014406831,0.0069799284],"genre_scores_gemma":[0.99663675,0.000004207859,0.00002144285,0.0029248216,0.000017640434,0.00001841198,0.0000048093557,0.0000070669366,0.00036483275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923956,0.00003261717,0.00011204886,0.00013630235,0.00026753958,0.0002119141],"domain_scores_gemma":[0.9997416,0.00004367073,0.000021229209,0.000064392196,8.753201e-7,0.00012824156],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000087364504,0.000051263898,0.00006828355,0.0000021813657,0.000080661,0.0001116328,0.000121523924,0.00002118026,0.0049728616],"category_scores_gemma":[0.00006169702,0.00005924557,0.000015237724,0.00014128133,0.00002874027,0.00012649091,0.00008342511,0.00009086463,0.00006650944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.2280695e-7,0.000044648765,0.98498523,0.0000016034395,0.000003943055,0.000012528126,0.00015712039,0.00047978514,0.00051197497,0.000024631516,0.011249819,0.002527878],"study_design_scores_gemma":[0.00010912913,0.00002064754,0.9899997,0.000003662791,0.0000014522975,4.1055532e-7,0.00017016519,0.0013483799,0.00007408547,0.000009709765,0.008178813,0.00008384612],"about_ca_topic_score_codex":0.9273255,"about_ca_topic_score_gemma":0.99405515,"teacher_disagreement_score":0.06672962,"about_ca_system_score_codex":0.00029456965,"about_ca_system_score_gemma":0.000017660666,"threshold_uncertainty_score":0.99593675},"labels":[],"label_agreement":null},{"id":"W3208879215","doi":"","title":"Public participation and management of natural resources: what potential influence for participants?","year":2021,"lang":"fr","type":"article","venue":"Revue internationale de psychosociologie et de gestion des comportements organisationnels","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Openness to experience; Transparency (behavior); Documentation; Public relations; Public participation; Process (computing); Citizen journalism; Public sector; Set (abstract data type); Political science; Natural resource; Knowledge management; Business; Psychology; Computer science; Social psychology","score_opus":0.1082707579628134,"score_gpt":0.35450575790895433,"score_spread":0.24623499994614095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208879215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676902,0.0021872488,0.015578956,0.012778019,0.00081709976,0.00050031644,0.000071219554,0.00002956161,0.00034735998],"genre_scores_gemma":[0.97276276,0.011953277,0.011455571,0.00068044406,0.00010099703,0.00013835449,0.00014935856,0.000025461264,0.0027337521],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976766,0.00039177245,0.00063428044,0.00044728734,0.00034345328,0.0005066232],"domain_scores_gemma":[0.9988113,0.00027157986,0.00041621734,0.0002064945,0.00010418092,0.00019020333],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088705093,0.00022100758,0.00024268728,0.000051475963,0.00023636766,0.00023158279,0.00024288571,0.00018240485,0.0011303201],"category_scores_gemma":[0.00027791216,0.00026406383,0.00010613208,0.00016352764,0.0005124123,0.0013292427,0.00020781948,0.0001867774,0.00004344345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009194013,0.0018300967,0.8122751,0.00084478647,0.00091508176,0.00006002422,0.010433343,0.01900042,0.036547948,0.012987511,0.0006227844,0.10439095],"study_design_scores_gemma":[0.0010679889,0.000111078414,0.9631924,0.00067572703,0.0001567642,0.000026265236,0.0028020327,0.0050114733,0.002155925,0.022826817,0.0017187407,0.00025475965],"about_ca_topic_score_codex":0.00011401728,"about_ca_topic_score_gemma":0.00006916032,"teacher_disagreement_score":0.1509173,"about_ca_system_score_codex":0.0013229274,"about_ca_system_score_gemma":0.00006112401,"threshold_uncertainty_score":0.99998116},"labels":[],"label_agreement":null},{"id":"W3209669081","doi":"","title":"The Price of Gold: An Analysis of the Financial Costs of LEED Certification and the Role of LEED in Meeting Dalhousie’s Sustainability Objectives","year":2016,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Certification; Sustainability; Economics; Business; Accounting; Management","score_opus":0.004446003939000261,"score_gpt":0.2422050774421641,"score_spread":0.23775907350316383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209669081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965981,0.00003308292,0.00009604306,0.00027806,0.000009670528,0.00031389302,0.0000075302432,0.000001997177,0.002661604],"genre_scores_gemma":[0.9997946,0.0000345354,0.00002932213,0.0000106770685,0.0000028269103,0.000008694827,5.4170886e-7,0.0000032037353,0.000115604016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878836,0.0003240828,0.0003475203,0.00014078034,0.00027353188,0.00012570481],"domain_scores_gemma":[0.998996,0.000337702,0.00033571498,0.00029031455,0.000018002404,0.000022227081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094995345,0.000072914474,0.00021059383,0.000024895286,0.00007105983,0.000004657913,0.00025738453,0.000041482355,0.00003566915],"category_scores_gemma":[0.0003046696,0.000030499927,0.000083927946,0.00043002004,0.0011794737,0.00014428217,0.0001845652,0.000043471886,1.8548835e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010560767,0.00016439917,0.8917224,0.0000051130655,0.000047073863,2.0681602e-8,0.0042011044,0.00025723723,0.09005614,0.002122757,8.294282e-7,0.011317329],"study_design_scores_gemma":[0.00030398497,0.000034693057,0.9576073,0.000006785554,0.000076078366,4.0044743e-8,0.0064027263,0.00071233796,0.031668067,0.0031436593,0.000006512216,0.000037793452],"about_ca_topic_score_codex":0.0078150295,"about_ca_topic_score_gemma":0.004240082,"teacher_disagreement_score":0.06588494,"about_ca_system_score_codex":0.00017806426,"about_ca_system_score_gemma":0.000018589779,"threshold_uncertainty_score":0.998792},"labels":[],"label_agreement":null},{"id":"W3209786379","doi":"","title":"La restauration de la rivière Petitcodiac (1968–2016): Une analyse basée sur l'Approche des courants multiples","year":2019,"lang":"fr","type":"article","venue":"Journal of New Brunswick Studies / Revue d’études sur le Nouveau-Brunswick","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Government (linguistics); Bridge (graph theory); Politics; Political science; Humanities; Archaeology; Sociology; Geography; Art; Law; Philosophy","score_opus":0.04796648076519074,"score_gpt":0.29066995306185545,"score_spread":0.2427034722966647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209786379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97212684,0.0145779755,0.0003989571,0.006114605,0.0015196417,0.0007571801,0.0000320378,0.00005193478,0.004420806],"genre_scores_gemma":[0.9424847,0.034005266,0.0076971347,0.0004041734,0.0010455144,0.000005924069,0.000017122165,0.0001612909,0.014178891],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99230313,0.0017301515,0.0021372729,0.0008893333,0.0014407054,0.001499411],"domain_scores_gemma":[0.9938473,0.0020926264,0.002143716,0.0007256213,0.00024149308,0.0009492162],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033644768,0.0010825766,0.001964991,0.0002853807,0.0007734895,0.00034314411,0.0011334149,0.0007603623,0.00044936955],"category_scores_gemma":[0.0011083087,0.0010201918,0.0009847772,0.0010589452,0.0020074781,0.0024644914,0.0006693071,0.0017209649,0.00041677413],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005544382,0.0031065268,0.87731045,0.0009864777,0.0024317144,0.0006770696,0.04529887,0.011103088,0.02032361,0.00090878503,0.018103316,0.019195642],"study_design_scores_gemma":[0.0056602433,0.0010722241,0.8835877,0.0022433607,0.0007990216,0.0006528434,0.03506153,0.0006995374,0.0014950425,0.00065987004,0.0668125,0.0012560975],"about_ca_topic_score_codex":0.059101686,"about_ca_topic_score_gemma":0.087683775,"teacher_disagreement_score":0.04870918,"about_ca_system_score_codex":0.0031791609,"about_ca_system_score_gemma":0.0035306285,"threshold_uncertainty_score":0.99922484},"labels":[],"label_agreement":null},{"id":"W3209835022","doi":"","title":"Achieving Next Generation Environmental Impact Assessment Follow-up and Monitoring","year":2017,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Environmental planning","score_opus":0.028009221422074862,"score_gpt":0.2666408418108249,"score_spread":0.23863162038875008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209835022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909468,0.00011874588,0.000030787847,0.000056501198,0.00060994056,0.0003113035,0.000035609355,0.000022262522,0.007867991],"genre_scores_gemma":[0.99205494,0.0009560505,0.0006999336,0.000005366555,0.00012385137,0.0000011075219,0.0003199249,0.00003498179,0.0058038305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984019,0.000080257465,0.00013891683,0.00047291687,0.0005798455,0.00032618453],"domain_scores_gemma":[0.9989491,0.000021830725,0.00046819128,0.00036674784,0.0000039944766,0.0001901423],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017220217,0.00034274603,0.0003837631,0.000067636065,0.0009464882,0.000108747,0.0004055733,0.000283742,0.00033126568],"category_scores_gemma":[0.000007634963,0.00041323004,0.00020082662,0.000045071465,0.00020900088,0.00097246835,0.00023814497,0.00032883606,0.00008794911],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004451628,0.00010264702,0.8514544,0.000029687579,0.000113599024,0.000021120213,0.00097019423,0.00004627424,0.13187775,0.0000033801105,0.0005595119,0.014776966],"study_design_scores_gemma":[0.00058702205,0.00014232237,0.9856714,0.000066241,0.0001604691,0.0000024321134,0.011505697,0.00021366419,0.0006954932,0.000014316834,0.00057760166,0.00036334246],"about_ca_topic_score_codex":0.0044537797,"about_ca_topic_score_gemma":0.034655508,"teacher_disagreement_score":0.13421705,"about_ca_system_score_codex":0.0010043302,"about_ca_system_score_gemma":0.000027282991,"threshold_uncertainty_score":0.999832},"labels":[],"label_agreement":null},{"id":"W3211028867","doi":"10.1787/65b1a07e-en","title":"Sustainability impact assessments of free trade agreements","year":2021,"lang":"en","type":"paratext","venue":"OECD trade policy working papers","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Global Affairs Canada; European Commission; University College London","keywords":"Sustainability; Negotiation; Stakeholder; Business; Planetary boundaries; International trade; Public economics; Economics; Political science; Public relations","score_opus":0.020141702054822633,"score_gpt":0.34410275420582687,"score_spread":0.32396105215100424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211028867","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05617826,0.00050453277,0.000019016596,0.003917303,0.0013724595,0.0013032454,0.0007082548,0.000063130756,0.93593377],"genre_scores_gemma":[0.9646071,0.0007263437,0.00030773002,0.0008826298,0.00055423233,0.00006761222,0.00052993954,0.00014715001,0.032177232],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945748,0.00045332158,0.0009520601,0.001083392,0.0015286893,0.0014077261],"domain_scores_gemma":[0.99720657,0.00015836812,0.00073965616,0.0013344529,0.000003970832,0.000556958],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003677043,0.00095859903,0.0011849467,0.00016911133,0.00033893838,0.00012971474,0.0013571116,0.0006725382,0.022827076],"category_scores_gemma":[0.000078724945,0.0009164856,0.00088979135,0.0006321129,0.00074085314,0.0002101576,0.0009170492,0.0009597043,0.00056199584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025781395,0.004310605,0.21716788,0.0009345328,0.002914788,0.00018152536,0.00534064,0.005925694,0.02049826,0.00020282791,0.550028,0.19223739],"study_design_scores_gemma":[0.0024568504,0.00055413466,0.46539763,0.0003956252,0.00038473352,0.00001648908,0.0014271308,0.000031908665,0.0016629664,0.00073706784,0.52490777,0.002027701],"about_ca_topic_score_codex":0.0036667602,"about_ca_topic_score_gemma":0.00018389389,"teacher_disagreement_score":0.90842885,"about_ca_system_score_codex":0.0052887453,"about_ca_system_score_gemma":0.00047049706,"threshold_uncertainty_score":0.99932855},"labels":[],"label_agreement":null},{"id":"W3211513293","doi":"10.3389/frsc.2021.746537","title":"Using Qualitative Indicators in Infrastructure Assessment Using the Functionality–Resiliency–Sustainability Framework","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Water Network","keywords":"Sustainability; Stormwater; Computer science; Consistency (knowledge bases); Qualitative research; Risk analysis (engineering); Transparency (behavior); Management science; Process management; Environmental resource management; Business; Engineering; Environmental science; Surface runoff; Sociology","score_opus":0.01495285114905677,"score_gpt":0.33791041258149274,"score_spread":0.322957561432436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211513293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654758,0.00025440948,0.029535571,0.0003660368,0.00039717436,0.00048126717,0.000011156978,0.000017441644,0.0034611304],"genre_scores_gemma":[0.9762822,0.000031299496,0.021493,0.00031664647,0.000049059614,0.000042312997,0.000010907172,0.00002298243,0.0017515844],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9966416,0.0009360929,0.0004687092,0.0004904601,0.000650376,0.00081280596],"domain_scores_gemma":[0.9991407,0.00018047125,0.0001736281,0.0003693937,0.000031582946,0.00010423451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011361536,0.00027032522,0.00035680685,0.00019952211,0.00049591286,0.00011508747,0.00031426127,0.00020811328,0.00070043956],"category_scores_gemma":[0.00040413244,0.00023669936,0.00009745048,0.0018269852,0.0009771609,0.00070727675,0.00054616225,0.0006728874,0.0000011995568],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023546481,0.00013213762,0.9318472,0.00006506808,0.000023277218,0.00009591738,0.024597107,0.036710802,0.00003237648,0.00549976,0.0004911335,0.0004816592],"study_design_scores_gemma":[0.00022285085,0.00001748594,0.37012297,0.00001986851,0.00001279101,0.0000030600047,0.469413,0.0013222661,0.000034677963,0.15765223,0.0009786787,0.00020012706],"about_ca_topic_score_codex":0.0017123916,"about_ca_topic_score_gemma":0.00007788371,"teacher_disagreement_score":0.56172425,"about_ca_system_score_codex":0.008162396,"about_ca_system_score_gemma":0.00044715594,"threshold_uncertainty_score":0.9956451},"labels":[],"label_agreement":null},{"id":"W3214412674","doi":"","title":"Assessing Environmental Impact Within Canada’s Gwich’in Settlement Region","year":2021,"lang":"en","type":"article","venue":"Modern Sciences Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cumulative effects; Geography; Human settlement; Disturbance (geology); Settlement (finance); Environmental resource management; Cultural landscape; Natural (archaeology); Spatial ecology; Physical geography; Environmental science; Ecology; Archaeology; Computer science; Geology","score_opus":0.02965623422364282,"score_gpt":0.312544795790639,"score_spread":0.28288856156699616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214412674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99267524,0.00013796044,0.00072808284,0.00083076453,0.00034538298,0.00007483959,0.000008970774,0.000006720804,0.0051920554],"genre_scores_gemma":[0.9977129,0.00005502115,0.0010571076,0.0005885938,0.00007086634,0.0000024230203,0.0000058500823,0.000012163916,0.00049505656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971889,0.00019812683,0.000407036,0.0003886181,0.0012140468,0.00060322235],"domain_scores_gemma":[0.99928397,0.000036665955,0.0002142877,0.00015751325,0.0000027183087,0.00030482205],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000691269,0.00020501079,0.00020205005,0.00004249502,0.0006867884,0.00037344263,0.00036471058,0.00005528427,0.0019935474],"category_scores_gemma":[0.000024902636,0.00016907474,0.00009337067,0.0002508586,0.00033397786,0.001326815,0.0002497657,0.00035779167,0.000030609765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051357856,0.00015402524,0.95463765,0.0000012860847,0.000012247989,0.00054272043,0.00094340346,0.022175213,0.013362626,0.000006159224,0.001027164,0.0071323644],"study_design_scores_gemma":[0.00050706253,0.000090636444,0.9834859,0.0000324386,0.000012804469,0.0006824702,0.0025757474,0.007932675,0.0020173464,0.0018507735,0.00047247735,0.00033967828],"about_ca_topic_score_codex":0.0255387,"about_ca_topic_score_gemma":0.106500186,"teacher_disagreement_score":0.08096148,"about_ca_system_score_codex":0.0027061694,"about_ca_system_score_gemma":0.00047086529,"threshold_uncertainty_score":0.9989188},"labels":[],"label_agreement":null},{"id":"W3215652239","doi":"10.32920/ryerson.14662746.v1","title":"Development of a Template to Benchmark Municipal Climate Change Action","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Benchmarking; Greenhouse gas; Business; Benchmark (surveying); Environmental planning; Climate change; Environmental economics; Set (abstract data type); Best practice; Environmental resource management; Environmental science; Political science; Computer science; Geography; Marketing; Economics","score_opus":0.08568716829055031,"score_gpt":0.34407670156434655,"score_spread":0.2583895332737962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215652239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97758305,0.000017197519,0.00015754094,0.00008770294,0.00038414425,0.00050075963,0.00001883857,0.00002878599,0.021221975],"genre_scores_gemma":[0.9658772,0.00015454188,0.03293231,0.0003281448,0.00005238863,0.00016663838,0.00010798614,0.00002353132,0.00035728933],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99820966,0.00005437498,0.0004107358,0.0004491381,0.00049617793,0.00037989632],"domain_scores_gemma":[0.99925095,0.0000128393285,0.00018059279,0.00035317207,0.0000041338008,0.00019833657],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025420214,0.0002606653,0.000329573,0.000041673204,0.00013682876,0.00004156324,0.00030687198,0.00020478395,0.005976741],"category_scores_gemma":[0.000007044959,0.00025276016,0.00010848905,0.00013437943,0.000061243736,0.00017245724,0.0033027357,0.00024760354,0.00026890726],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016337413,0.0025041318,0.324182,0.0007625349,0.0004615295,0.00006650801,0.13073707,0.0023136954,0.16638097,0.00007957234,0.0014416516,0.37090695],"study_design_scores_gemma":[0.0003075674,0.00007526188,0.9608232,0.00030299326,0.000057818168,0.000002985531,0.0057794712,0.0002115403,0.024567194,0.000089108755,0.0069437446,0.00083913683],"about_ca_topic_score_codex":0.0013354585,"about_ca_topic_score_gemma":0.0023914704,"teacher_disagreement_score":0.63664114,"about_ca_system_score_codex":0.0005689401,"about_ca_system_score_gemma":0.000019641471,"threshold_uncertainty_score":0.9999925},"labels":[],"label_agreement":null},{"id":"W322018583","doi":"","title":"Using Traditional Environmental Knowledge and a Geographical Information System to Identify Sites of Potential Environmental Concern in the Traditional Territory of the Ouje-Bougoumou Cree","year":2007,"lang":"en","type":"article","venue":"Canadian journal of native studies","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Ethnology; Bay; Forestry; Environmental protection; Archaeology; History","score_opus":0.06245429268653544,"score_gpt":0.3049000829952108,"score_spread":0.24244579030867539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W322018583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980524,0.00046852097,0.00008565291,0.00015628593,0.00020574068,0.00023000735,0.0002883915,8.762429e-7,0.0005121006],"genre_scores_gemma":[0.9996312,0.000034344317,0.0001422225,0.000088878885,0.00008273626,0.0000029627686,0.0000061156334,0.0000049283376,0.000006600226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844676,0.00015116503,0.00052713795,0.00009750957,0.0005597833,0.0002176605],"domain_scores_gemma":[0.9992936,0.00012723579,0.00033337434,0.00007314762,0.000008431557,0.00016418008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073725026,0.00013968917,0.00023251676,0.00015618277,0.00027731477,0.000016549893,0.000253493,0.000059114063,0.00006866035],"category_scores_gemma":[0.00003404623,0.00009725944,0.00012277353,0.00015313936,0.0012237035,0.0004358698,0.00006578273,0.00022134758,0.000002555746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007100823,0.00022615906,0.9461998,0.000040880583,0.00026538337,0.00003600409,0.03311549,0.00075887196,0.016436255,0.000688477,0.00061358244,0.0015480922],"study_design_scores_gemma":[0.00045923018,0.00015274501,0.96956176,0.0000673324,0.000048182563,0.000081904815,0.028460791,0.000038821596,0.00055488275,0.00019434266,0.00028535028,0.000094663796],"about_ca_topic_score_codex":0.00049778254,"about_ca_topic_score_gemma":0.0015752048,"teacher_disagreement_score":0.023361957,"about_ca_system_score_codex":0.0008417571,"about_ca_system_score_gemma":0.000052752494,"threshold_uncertainty_score":0.45087865},"labels":[],"label_agreement":null},{"id":"W335699576","doi":"10.1007/978-94-007-1054-2_34","title":"Methodology of Social Impact Follow-Up Modeling","year":2003,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Relevance (law); Social impact assessment; Social impact; Presentation (obstetrics); Impact assessment; Computer science; Data science; Political science; Environmental planning; Sociology; Geography; Medicine","score_opus":0.09080734448171593,"score_gpt":0.35819536261180934,"score_spread":0.2673880181300934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W335699576","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014308424,0.000030403813,0.0028954318,0.00006253029,0.0002579407,0.00021898141,0.000041778312,0.000024570392,0.9821599],"genre_scores_gemma":[0.1588701,0.00009774964,0.0046427967,0.0004593985,0.00009386467,0.000005902899,0.00004708921,0.000094226954,0.8356889],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99834377,0.00007937247,0.00041488945,0.00036388962,0.00045619765,0.0003418999],"domain_scores_gemma":[0.99937266,0.00005153544,0.00023498306,0.00020983929,0.0000049821447,0.00012598255],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035911388,0.00036860735,0.0006125051,0.00004347027,0.00012682614,0.000010880157,0.00024945528,0.00048765956,0.04096569],"category_scores_gemma":[0.000014430952,0.00031614458,0.00048665007,0.000029181661,0.00027430936,0.00012452455,0.0002304572,0.00030083337,0.0004930267],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013911156,0.001732081,0.030957334,0.0004311571,0.007598236,0.00021678006,0.022867823,0.02297166,0.080313735,0.40725386,0.23002255,0.19424368],"study_design_scores_gemma":[0.008633154,0.003214655,0.009006609,0.00019746325,0.002389352,0.00009321099,0.0017118882,0.005829043,0.003454354,0.8057193,0.1509945,0.008756429],"about_ca_topic_score_codex":0.0004112818,"about_ca_topic_score_gemma":0.00007332901,"teacher_disagreement_score":0.39846548,"about_ca_system_score_codex":0.000493358,"about_ca_system_score_gemma":0.00001701017,"threshold_uncertainty_score":0.9999291},"labels":[],"label_agreement":null},{"id":"W364167593","doi":"","title":"Canadian environmental policy and politics : prospects for leadership and innovation","year":2009,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental policy; Corporate governance; Politics; Environmental governance; Environmental movement; Context (archaeology); Political science; Public administration; Environmental law; Environmental ethics; Economic history; Management; Law; History; Geography; Economics; Archaeology; Environmental planning","score_opus":0.025975736665578484,"score_gpt":0.22652892897078644,"score_spread":0.20055319230520796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W364167593","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017277075,0.000033306787,0.00002165682,0.00016990287,0.000029617118,0.0008305059,0.00031554556,0.000026233125,0.9812962],"genre_scores_gemma":[0.032850146,0.0001103606,0.00027210958,0.0005969359,0.0001187146,0.0000020264208,0.00014020951,0.000028438912,0.96588105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882233,0.000022704444,0.00012994712,0.00037233563,0.00019412137,0.00045855384],"domain_scores_gemma":[0.9993981,0.000029481207,0.00011587986,0.00015556556,0.0000027973895,0.0002981839],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007121587,0.00027071786,0.00021537153,0.000182934,0.00039825475,0.000049449834,0.00016688793,0.0003059389,0.00003066007],"category_scores_gemma":[0.000007586673,0.00032633432,0.000042578402,0.000026527247,0.0003918236,0.00016036381,0.00018136638,0.00020541054,0.0000010656424],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014186713,0.00016622712,0.008918672,0.0003215483,0.00029910458,0.00011647038,0.0042544696,0.000018342032,0.0010317174,0.84943074,0.038137853,0.09716299],"study_design_scores_gemma":[0.00053096405,0.00014469346,0.0050695986,0.000028277183,0.000067648296,0.0000064170317,0.0001910371,0.00002047334,0.00006287311,0.0032867542,0.9902247,0.00036652823],"about_ca_topic_score_codex":0.006340022,"about_ca_topic_score_gemma":0.0035409066,"teacher_disagreement_score":0.95208687,"about_ca_system_score_codex":0.0026792614,"about_ca_system_score_gemma":0.00012484188,"threshold_uncertainty_score":0.9999189},"labels":[],"label_agreement":null},{"id":"W37252090","doi":"10.1515/hf-2022-0189","title":"Wood color modification with iron salts aqueous solutions: effect on wood grain contrast and surface roughness.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science","score_opus":0.01909950597327511,"score_gpt":0.23886620717554063,"score_spread":0.21976670120226552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W37252090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99447525,0.000027056325,0.00003215426,0.0008599711,0.00009737974,0.001178164,0.000024326955,0.00011848176,0.003187198],"genre_scores_gemma":[0.9978219,0.00004280514,0.000046546884,0.0001464748,0.000026166294,0.00067485566,0.000034195888,0.000022904766,0.0011841084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985235,0.0001263685,0.00013599802,0.00034142696,0.00034897294,0.00052376767],"domain_scores_gemma":[0.99945503,0.00011351019,0.00007408449,0.00017283772,0.0000019532783,0.00018259686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043318042,0.00017620782,0.00016876588,0.000024761022,0.0002813106,0.000055088793,0.00011734222,0.000077818935,0.000053498738],"category_scores_gemma":[0.000037012054,0.00014184142,0.000030353942,0.00026745143,0.00022194485,0.00022367561,0.00009758384,0.00012027425,0.00023532961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010212905,0.0013849791,0.48070443,0.00011187288,0.00020692367,0.0001035237,0.0029946056,0.012862092,0.025722468,0.0006119126,0.007019754,0.46725613],"study_design_scores_gemma":[0.0009411871,0.00025153148,0.99617016,0.0000074951636,0.000027446866,0.0000033251376,0.0001283435,0.00039079363,0.0012007608,0.00020119762,0.00047618314,0.00020159283],"about_ca_topic_score_codex":0.00022996886,"about_ca_topic_score_gemma":0.00014860158,"teacher_disagreement_score":0.51546574,"about_ca_system_score_codex":0.00030840712,"about_ca_system_score_gemma":0.0000042317097,"threshold_uncertainty_score":0.57841253},"labels":[],"label_agreement":null},{"id":"W381939981","doi":"","title":"Canadian environmental policy : context and cases","year":2002,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental policy; Politics; Context (archaeology); Character (mathematics); Work (physics); Political science; Public administration; Regional science; Environmental planning; Geography; Engineering; Law; Archaeology","score_opus":0.0131719499020487,"score_gpt":0.1970088841294232,"score_spread":0.1838369342273745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W381939981","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012964898,0.00006676249,0.0000018203566,0.000052764724,0.00006212876,0.0003541204,0.000573856,0.0000323379,0.9858913],"genre_scores_gemma":[0.084619366,0.0005355992,0.00003007601,0.00033192258,0.00007746499,0.0000011139723,0.00006631174,0.00003843635,0.9142997],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853665,0.00005368349,0.00013652169,0.0004636217,0.00030646534,0.0005030669],"domain_scores_gemma":[0.9988923,0.00003840811,0.000117698684,0.00028519554,0.000001224171,0.0006651584],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000044066,0.00037381693,0.0002962204,0.00010238616,0.00043616057,0.00004742519,0.00034869797,0.00035562157,0.0012948328],"category_scores_gemma":[0.0000039194556,0.00044002527,0.00011108212,0.000012766723,0.0005771046,0.00017392165,0.0005402372,0.00033576813,0.000034097768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028075048,0.0004476408,0.02777795,0.00017620383,0.0010737588,0.0074740946,0.008097685,0.000049437484,0.00045862803,0.042983875,0.4420974,0.46908256],"study_design_scores_gemma":[0.0003640576,0.000095977404,0.0016421546,0.000021801388,0.00007835137,0.000036386733,0.00025656325,0.000013492087,0.000019110505,0.00011038632,0.9969196,0.00044212342],"about_ca_topic_score_codex":0.10501895,"about_ca_topic_score_gemma":0.047169954,"teacher_disagreement_score":0.5548222,"about_ca_system_score_codex":0.004136144,"about_ca_system_score_gemma":0.00008699511,"threshold_uncertainty_score":0.99980515},"labels":[],"label_agreement":null},{"id":"W38250062","doi":"","title":"Applying the Reference Condition Approach to bioassessment of Cape Breton Island streams","year":2013,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biota; STREAMS; Cape; Invertebrate; Nova scotia; Environmental science; Ecology; Ecosystem; Acid mine drainage; Geography; Physical geography; Archaeology; Biology","score_opus":0.06944623162938682,"score_gpt":0.3091003828452712,"score_spread":0.23965415121588438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W38250062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906174,0.0000066795915,0.0006548488,0.00010107086,0.000065520515,0.0011829655,0.00003574575,0.000035488378,0.007300289],"genre_scores_gemma":[0.9965509,0.00001793731,0.00014329483,0.00033258332,0.000023721204,0.000037114834,0.000039632774,0.000019978392,0.0028348456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982426,0.00019104863,0.00022275817,0.00041595649,0.00053743186,0.00039020547],"domain_scores_gemma":[0.999106,0.000051362287,0.00017712386,0.0004154807,0.000016462825,0.00023357203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000213114,0.00024068943,0.00023052843,0.00008380206,0.0002847468,0.00013344758,0.00069747405,0.00012465529,0.0004433352],"category_scores_gemma":[0.000008086321,0.00020018718,0.00007735776,0.00036265794,0.00024789988,0.0012472967,0.00057148805,0.00030539895,0.00067390746],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000145781705,0.00018466156,0.98585683,0.000013743306,0.000029758545,0.000004181112,0.00046075825,0.00017574614,0.010288828,0.00004215531,0.000008375627,0.0029204118],"study_design_scores_gemma":[0.00039716755,0.00012459973,0.993614,0.000032848508,0.00004048016,0.0000050361314,0.0014967684,0.000002763684,0.0024759206,0.00013630514,0.001420606,0.00025351575],"about_ca_topic_score_codex":0.0002179229,"about_ca_topic_score_gemma":0.0007364828,"teacher_disagreement_score":0.007812907,"about_ca_system_score_codex":0.0003835023,"about_ca_system_score_gemma":0.000016684708,"threshold_uncertainty_score":0.8661942},"labels":[],"label_agreement":null},{"id":"W406056631","doi":"10.1080/15487733.2012.11908089","title":"Contention, participation, and mobilization in environmental assessment follow-up: the Itabira experience","year":2012,"lang":"en","type":"article","venue":"Sustainability Science Practice and Policy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Mobilization; Political science; Environmental planning; Psychology; Environmental science; Law","score_opus":0.015544905548681674,"score_gpt":0.37503189865287917,"score_spread":0.3594869931041975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W406056631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916977,0.00006875143,0.00014839589,0.0051520434,0.000092207854,0.0005924571,0.0000022670806,0.00001232901,0.002233829],"genre_scores_gemma":[0.9983143,0.0001237689,0.00017226452,0.0009646839,0.000044330816,0.000115964365,0.0000022952563,0.000006783253,0.00025556854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797666,0.00026162277,0.00026826403,0.0003509337,0.00053184794,0.0006107003],"domain_scores_gemma":[0.9991076,0.00022266587,0.00012992324,0.00026384645,0.000015246225,0.00026073877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020553896,0.00015132481,0.00012052891,0.00006134945,0.0007452299,0.00014576287,0.00019608135,0.000048391652,0.00013427951],"category_scores_gemma":[0.0013073205,0.00011526162,0.000023707018,0.0005623782,0.0022446483,0.0041804877,0.00042675296,0.00016113493,0.00001254052],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014802808,0.0002624865,0.9661711,0.0000057361217,0.0000023483535,5.9391493e-7,0.020676484,0.000030739604,0.001460865,0.0024581612,0.000013994797,0.008902717],"study_design_scores_gemma":[0.0003072995,0.00006113475,0.94467384,0.0000022670135,0.000012116117,0.000006494208,0.04931548,0.000266591,0.00014691122,0.0017983477,0.0032749625,0.00013453566],"about_ca_topic_score_codex":0.0023606243,"about_ca_topic_score_gemma":0.00010124016,"teacher_disagreement_score":0.028638994,"about_ca_system_score_codex":0.0011791008,"about_ca_system_score_gemma":0.000090113135,"threshold_uncertainty_score":0.82705},"labels":[],"label_agreement":null},{"id":"W4200169610","doi":"10.1177/01622439211057309","title":"One Pipeline and Two Impact Assessments: Coproduction, Legal Pluralism, and the Trans Mountain Expansion Project","year":2021,"lang":"en","type":"article","venue":"Science Technology & Human Values","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of King's College","funders":"Social Sciences and Humanities Research Council of Canada; King's College London","keywords":"Coproduction; Indigenous; Declaration; Political science; Environmental ethics; Negotiation; Law; Public relations; Ecology","score_opus":0.018553924294855216,"score_gpt":0.35021752448688914,"score_spread":0.33166360019203395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200169610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946609,0.0001716444,0.00015696067,0.0025716552,0.000077087614,0.00038336197,0.000007067902,0.000103235645,0.0018680992],"genre_scores_gemma":[0.9977557,0.00017377145,0.00089326064,0.0002044861,0.000031969194,0.00003104103,0.0000074867175,0.000012370705,0.00088990224],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9979441,0.00013468746,0.00024164493,0.0006526641,0.0005356326,0.0004912365],"domain_scores_gemma":[0.99936026,0.00003373081,0.000093592535,0.0004006508,0.00002091016,0.000090851696],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0013299856,0.00019650893,0.0002521863,0.00014345616,0.0016300229,0.00017510646,0.0003731571,0.000086715074,0.00058345095],"category_scores_gemma":[0.00007997648,0.0001414764,0.00004557755,0.0010628888,0.010216639,0.00086292,0.0005162004,0.00028898995,0.000008284622],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000413044,0.00032131575,0.10768266,0.000010142946,0.00003618015,0.000013477617,0.0021375234,0.00006637757,0.866092,0.009411142,0.0003009659,0.013886896],"study_design_scores_gemma":[0.0073845536,0.0009766374,0.72617954,0.00012191763,0.00025387033,0.00038338004,0.019971283,0.0013702149,0.14368224,0.09640647,0.002023844,0.0012460656],"about_ca_topic_score_codex":0.0009810184,"about_ca_topic_score_gemma":0.00017377333,"teacher_disagreement_score":0.7224098,"about_ca_system_score_codex":0.0003280738,"about_ca_system_score_gemma":0.00007294507,"threshold_uncertainty_score":0.99966973},"labels":[],"label_agreement":null},{"id":"W4200274626","doi":"10.1108/oxan-es266351","title":"Clean water settlement requires Ottawa to do more","year":2021,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Clean water; Environmental science; Geography; Waste management; Computer science; Engineering; World Wide Web","score_opus":0.012280445953349067,"score_gpt":0.2850266260572396,"score_spread":0.2727461801038905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200274626","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043151546,0.0010615002,0.00025035779,0.25258726,0.0010478382,0.0018666707,0.00022538344,0.0004902358,0.7381556],"genre_scores_gemma":[0.0006051696,0.00025009585,0.0022993651,0.24086307,0.00059015263,0.0001251419,0.00044875985,0.0005260183,0.75429225],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973224,0.00006230959,0.0003413475,0.0007841361,0.00074438617,0.00074543175],"domain_scores_gemma":[0.9989888,0.0000090536005,0.00009670155,0.0005542976,0.0000027585654,0.0003483622],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012249048,0.00049338397,0.00043140436,0.000052979623,0.00016732849,0.00011076641,0.00044265893,0.00025884606,0.16856429],"category_scores_gemma":[0.000010376687,0.0004033638,0.00018083701,0.0001255854,0.00018072687,0.00011018383,0.000804116,0.00021838823,0.0026498465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041653175,0.00010473294,0.0002593101,0.0000120979075,0.000057570007,0.000043825607,0.0025845119,0.000006868081,0.008468757,0.000009608804,0.98365235,0.00479619],"study_design_scores_gemma":[0.00023957533,0.000054107182,0.0015280325,0.00011619591,0.000012745043,0.0000042409883,0.00009110038,0.0000016632764,0.0038454898,0.000039441136,0.9934686,0.0005988526],"about_ca_topic_score_codex":0.064065695,"about_ca_topic_score_gemma":0.0009359382,"teacher_disagreement_score":0.16591445,"about_ca_system_score_codex":0.00039033536,"about_ca_system_score_gemma":0.000008066485,"threshold_uncertainty_score":0.9998418},"labels":[],"label_agreement":null},{"id":"W4200367669","doi":"10.18280/ijsdp.160712","title":"The Issue of Urban Transport Planning in Saudi Arabia: Concepts and Future Challenges","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Variety (cybernetics); Plan (archaeology); Business; Destinations; Environmental planning; Order (exchange); Public transport; Unemployment; Transport engineering; Economic growth; Finance; Engineering; Economics; Computer science; Tourism; Political science; Geography","score_opus":0.012539271887360823,"score_gpt":0.2765294740805398,"score_spread":0.263990202193179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200367669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98994,0.005268398,0.000025338673,0.0012780423,0.00018329461,0.00004146547,7.90219e-7,0.0000016399343,0.0032610632],"genre_scores_gemma":[0.99675435,0.0016566927,0.000526253,0.00009119941,0.00012617225,0.0000015474726,0.0000029940036,0.0000048016955,0.00083596737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909675,0.000026152211,0.00029688588,0.0000922674,0.0003279723,0.00015996018],"domain_scores_gemma":[0.99963766,0.00007033931,0.00017068122,0.000030201621,0.00003502768,0.0000560664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003687284,0.00008361848,0.00013339514,0.000042610078,0.00010447091,0.000028729668,0.00012507796,0.000043122414,0.000055939123],"category_scores_gemma":[0.000019998371,0.00006436885,0.000021288513,0.000060043294,0.00008412856,0.00026634248,0.00007912623,0.00014268923,5.846333e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011848019,0.000075177675,0.90739787,0.000031668245,0.00012454027,0.00253249,0.05907306,0.0003363979,0.00035030235,0.0007465955,0.00036663664,0.028846791],"study_design_scores_gemma":[0.00046316098,0.000028158618,0.8157135,0.00007503242,0.000006081325,0.00006183256,0.11289233,0.000008933046,0.00070598745,0.0004294506,0.069531955,0.000083552644],"about_ca_topic_score_codex":0.00001469853,"about_ca_topic_score_gemma":0.0000078603525,"teacher_disagreement_score":0.091684334,"about_ca_system_score_codex":0.0001260074,"about_ca_system_score_gemma":0.0000403185,"threshold_uncertainty_score":0.26248854},"labels":[],"label_agreement":null},{"id":"W4200415048","doi":"10.1002/cjs.11555","title":"Issue Information","year":2021,"lang":"en","type":"paratext","venue":"Canadian Journal of Statistics","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Information retrieval; Library science; World Wide Web","score_opus":0.00989718988965641,"score_gpt":0.245810212782936,"score_spread":0.2359130228932796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200415048","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005815345,0.0014973255,0.031156624,0.0010303257,0.025599524,0.00041255128,0.010991811,0.000004743426,0.9234918],"genre_scores_gemma":[0.07606364,0.0042507406,0.06771721,0.010304111,0.003871112,0.0000106089565,0.005033855,0.00019264292,0.83255607],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998845,0.000046753677,0.000434476,0.000067456094,0.00033203335,0.00027429027],"domain_scores_gemma":[0.99872524,0.00003057357,0.00044493,0.00010869561,0.00002945871,0.0006610909],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011914161,0.00015748065,0.0002636531,0.00007889643,0.00013436019,0.00013076418,0.0002394073,0.00016458759,0.114468984],"category_scores_gemma":[0.00007257519,0.00015650978,0.0000618397,0.00010996402,0.00016443577,0.0003819813,0.000031416494,0.00038743461,0.016088462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001282583,0.000006120002,0.0007563398,0.00001693461,0.000027895749,0.000076708144,0.0005072274,0.0002868842,0.000007537454,0.000021423946,0.9882361,0.010055526],"study_design_scores_gemma":[0.00013564048,0.000065024615,0.003790618,0.000050926592,0.000037729038,0.000038122955,0.00033125698,0.00001046244,0.000022946324,0.00013497859,0.9952153,0.00016699127],"about_ca_topic_score_codex":0.009490001,"about_ca_topic_score_gemma":0.010296283,"teacher_disagreement_score":0.09838052,"about_ca_system_score_codex":0.0009555067,"about_ca_system_score_gemma":0.00063738733,"threshold_uncertainty_score":0.9971059},"labels":[],"label_agreement":null},{"id":"W4200416108","doi":"10.32920/17264093","title":"Examining the Evolving Environmental Protection Policy Convergence in the Ontario Municipal Drinking Water, Wastewater and Stormwater Sectors: Analysis of State/Non-State Governance and the Value of an Environmental Management System Standard for the Wastewater and Stormwater Sectors","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Ministère de l’Environnement, de la Protection de la nature et des Parcs; Ministry of Agriculture, Food and Rural Affairs; Fisheries and Oceans Canada; Environment and Climate Change Canada; Mitacs; Ontario Ministry of Agriculture, Food and Rural Affairs; Ontario Water Consortium; Government of Ontario","keywords":"Stormwater; Corporate governance; Business; Environmental planning; Local government; Transparency (behavior); Accountability; Government (linguistics); Environmental resource management; Public administration; Economics; Political science; Finance; Environmental science","score_opus":0.012295010280291256,"score_gpt":0.22739016698067271,"score_spread":0.21509515670038146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200416108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961198,0.0001840139,0.00028105127,0.00015360863,0.00017035738,0.002836201,0.00015385971,0.0000112930065,0.000089826164],"genre_scores_gemma":[0.9980314,0.0005345581,0.00024618366,0.00008382023,0.000038208545,0.00041962627,0.000075802796,0.000049767812,0.0005206603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958052,0.000711297,0.00090345985,0.00089810387,0.0010077505,0.000674158],"domain_scores_gemma":[0.99832153,0.00018379174,0.0004976852,0.00088814815,0.000004521836,0.000104294195],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022596922,0.0006300113,0.0008120835,0.00010891163,0.0006305121,0.00028640332,0.0007369267,0.00016583796,0.00025240658],"category_scores_gemma":[0.0000054979296,0.00028272974,0.00021849101,0.00015419861,0.0014194447,0.00050454744,0.0024599957,0.00059428485,0.0000014053253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010713879,0.00040626613,0.4916065,0.00058196275,0.0038158018,0.000031989715,0.406629,0.048557572,0.043496296,0.000037855592,0.00000998723,0.003755395],"study_design_scores_gemma":[0.0024266543,0.0003593166,0.8879591,0.00021365832,0.0014174709,0.000021435013,0.061853677,0.025309725,0.019427294,0.00014889239,0.00017756263,0.00068521634],"about_ca_topic_score_codex":0.062108833,"about_ca_topic_score_gemma":0.024031987,"teacher_disagreement_score":0.3963526,"about_ca_system_score_codex":0.001337478,"about_ca_system_score_gemma":0.00001748968,"threshold_uncertainty_score":0.9999625},"labels":[],"label_agreement":null},{"id":"W4200493122","doi":"10.32920/17264093.v1","title":"Examining the Evolving Environmental Protection Policy Convergence in the Ontario Municipal Drinking Water, Wastewater and Stormwater Sectors: Analysis of State/Non-State Governance and the Value of an Environmental Management System Standard for the Wastewater and Stormwater Sectors","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Ministère de l’Environnement, de la Protection de la nature et des Parcs; Ministry of Agriculture, Food and Rural Affairs; Fisheries and Oceans Canada; Environment and Climate Change Canada; Mitacs; Ontario Ministry of Agriculture, Food and Rural Affairs; Ontario Water Consortium; Government of Ontario","keywords":"Stormwater; Corporate governance; Business; Environmental planning; Transparency (behavior); Local government; Government (linguistics); Accountability; Environmental resource management; Public administration; Political science; Economics; Environmental science; Finance","score_opus":0.012295010280291256,"score_gpt":0.22739016698067271,"score_spread":0.21509515670038146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200493122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961198,0.0001840139,0.00028105127,0.00015360863,0.00017035738,0.002836201,0.00015385971,0.0000112930065,0.000089826164],"genre_scores_gemma":[0.9980314,0.0005345581,0.00024618366,0.00008382023,0.000038208545,0.00041962627,0.000075802796,0.000049767812,0.0005206603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958052,0.000711297,0.00090345985,0.00089810387,0.0010077505,0.000674158],"domain_scores_gemma":[0.99832153,0.00018379174,0.0004976852,0.00088814815,0.000004521836,0.000104294195],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022596922,0.0006300113,0.0008120835,0.00010891163,0.0006305121,0.00028640332,0.0007369267,0.00016583796,0.00025240658],"category_scores_gemma":[0.0000054979296,0.00028272974,0.00021849101,0.00015419861,0.0014194447,0.00050454744,0.0024599957,0.00059428485,0.0000014053253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010713879,0.00040626613,0.4916065,0.00058196275,0.0038158018,0.000031989715,0.406629,0.048557572,0.043496296,0.000037855592,0.00000998723,0.003755395],"study_design_scores_gemma":[0.0024266543,0.0003593166,0.8879591,0.00021365832,0.0014174709,0.000021435013,0.061853677,0.025309725,0.019427294,0.00014889239,0.00017756263,0.00068521634],"about_ca_topic_score_codex":0.062108833,"about_ca_topic_score_gemma":0.024031987,"teacher_disagreement_score":0.3963526,"about_ca_system_score_codex":0.001337478,"about_ca_system_score_gemma":0.00001748968,"threshold_uncertainty_score":0.9999625},"labels":[],"label_agreement":null},{"id":"W4205118181","doi":"10.53910/26531313-e200673436-44198","title":"Negotiating an ethic of place in a globalizing society","year":2006,"lang":"en","type":"article","venue":"Ekistics and the new habitat","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human settlement; Safeguarding; Negotiation; Sociology; Library science; Political science; Environmental ethics; Management; Social science; Geography; Archaeology; Medicine","score_opus":0.007299863806592242,"score_gpt":0.2509441537465803,"score_spread":0.24364428993998805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205118181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871101,0.000119559525,0.0007604144,0.00047795541,0.000060675484,0.00011127551,0.0000050263598,0.000006988202,0.011348053],"genre_scores_gemma":[0.9973784,0.00004360451,0.0020627764,0.0001628833,0.000045649966,0.0000016317051,0.000003036411,0.000005874648,0.00029613575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935925,0.00007318585,0.0001487434,0.00010924264,0.0001661443,0.00014345052],"domain_scores_gemma":[0.9996763,0.00013691741,0.000060462815,0.00008249024,0.000001167293,0.000042652347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034191005,0.00007416296,0.000110852714,0.00000450297,0.000087266926,0.000025268724,0.000093316485,0.00004734357,0.000032259373],"category_scores_gemma":[0.000025372578,0.000053506486,0.000032565775,0.00007583586,0.00025274683,0.00008540486,0.000107000655,0.00010919301,0.000005907472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000833033,0.00031828575,0.9034531,0.000027894199,0.000025013227,0.000005768946,0.010470079,0.021582259,0.0059437198,0.04824325,0.0041719675,0.0056753214],"study_design_scores_gemma":[0.002892804,0.000098562,0.90861404,0.00003177645,0.00003444825,0.000004399897,0.0026606505,0.02763555,0.00014354591,0.05553924,0.0020925235,0.00025248074],"about_ca_topic_score_codex":0.0066910414,"about_ca_topic_score_gemma":0.0008665481,"teacher_disagreement_score":0.011051917,"about_ca_system_score_codex":0.00007456443,"about_ca_system_score_gemma":0.000006987417,"threshold_uncertainty_score":0.99992347},"labels":[],"label_agreement":null},{"id":"W4205302827","doi":"10.1016/j.ijheh.2021.113916","title":"Co-development of a risk assessment tool for use in First Nations water supply systems: A key step to water safety plan implementation","year":2022,"lang":"en","type":"article","venue":"International Journal of Hygiene and Environmental Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Risk management; Business; IT risk management; Risk assessment; Risk management plan; Environmental resource management; Environmental planning; Corporate governance; Risk analysis (engineering); Psychological intervention; Environmental health; Process management; Finance; Computer security; Computer science; Medicine; Geography","score_opus":0.016590628182425238,"score_gpt":0.31804891353251485,"score_spread":0.3014582853500896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205302827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99614835,0.000022116972,0.0017391765,0.0005641804,0.0002511389,0.0006111064,0.0006016049,0.000003429164,0.00005890714],"genre_scores_gemma":[0.9936547,0.00017613183,0.0053136065,0.00025225984,0.000040071278,0.000084621046,0.00039562274,0.000017417997,0.0000655177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746937,0.00015073772,0.0009616448,0.0002184583,0.0008733168,0.0003264984],"domain_scores_gemma":[0.9993135,0.00010723391,0.00033098512,0.00009266458,0.00000732516,0.00014830609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010833307,0.0001600341,0.00026748452,0.00020785992,0.00047936203,0.000046074838,0.00026040987,0.000027880727,0.00089702633],"category_scores_gemma":[0.0000078074945,0.00012489382,0.000074832686,0.00005140081,0.000057200035,0.00045410357,0.0002816368,0.0001667996,0.000009274618],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052843394,0.0010585503,0.9394258,0.00003308032,0.00015566466,0.000016906359,0.017647061,0.013313416,0.007649824,0.000044524975,0.0008024125,0.019324291],"study_design_scores_gemma":[0.003775614,0.0010194437,0.9137998,0.000057788402,0.000024302071,0.000066675006,0.012563898,0.00047651908,0.004505179,0.00006202092,0.06333288,0.00031587481],"about_ca_topic_score_codex":0.0008418103,"about_ca_topic_score_gemma":0.0010186539,"teacher_disagreement_score":0.062530465,"about_ca_system_score_codex":0.0025138422,"about_ca_system_score_gemma":0.00003995739,"threshold_uncertainty_score":0.9821809},"labels":[],"label_agreement":null},{"id":"W4205875073","doi":"10.1504/ijgenvi.2021.120435","title":"Development of public participation framework for environmental impact assessment","year":2021,"lang":"en","type":"article","venue":"International Journal of Global Environmental Issues","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public participation; Legislation; Process (computing); Environmental planning; Environmental impact assessment; Business; Public involvement; Environmental resource management; Conceptual framework; Political science; Public administration; Public relations; Geography; Sociology; Environmental science; Computer science","score_opus":0.028980177298266595,"score_gpt":0.3916533770479186,"score_spread":0.362673199749652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205875073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97903675,0.00031172624,0.018301727,0.0004404242,0.00061478897,0.00017503413,0.00019458744,0.000008148079,0.00091679237],"genre_scores_gemma":[0.9102763,0.00019656884,0.08895365,0.0001293062,0.00017062512,0.00001282662,0.0001025536,0.000019737172,0.00013845364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969109,0.00011210701,0.00094704976,0.0002797372,0.001389024,0.0003611765],"domain_scores_gemma":[0.99869347,0.000078534504,0.00075482007,0.00018782343,0.000015888912,0.00026949667],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043625245,0.00026854922,0.00037637854,0.00003511876,0.0001235604,0.00007292092,0.0005238664,0.00013053659,0.0041490397],"category_scores_gemma":[0.00006898509,0.00024753323,0.00035676244,0.00009336135,0.00026243387,0.00065922015,0.00038408666,0.0001688895,0.00006781705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001129099,0.002479681,0.8377149,0.0000067542783,0.00068336783,0.000055480803,0.00088763534,0.0006493786,0.071688406,0.00067261345,0.00031925333,0.08472958],"study_design_scores_gemma":[0.0012183605,0.00028999263,0.9590877,0.00004831134,0.00007510407,0.00007208923,0.0013843001,0.0001375676,0.019995267,0.0033177338,0.014053443,0.0003200957],"about_ca_topic_score_codex":0.000012256387,"about_ca_topic_score_gemma":0.00001564182,"teacher_disagreement_score":0.1213728,"about_ca_system_score_codex":0.002826276,"about_ca_system_score_gemma":0.00008761856,"threshold_uncertainty_score":0.9999977},"labels":[],"label_agreement":null},{"id":"W4206488866","doi":"10.1017/9781108627450.006","title":"Despite Some Success Stories, Policy Measures Lag Behind","year":2021,"lang":"en","type":"other","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Enforcement; Business; Section (typography); Private sector; Environmental policy; Public economics; Political science; Environmental resource management; Economics; Economic growth","score_opus":0.018206826302477035,"score_gpt":0.29706989541000234,"score_spread":0.2788630691075253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206488866","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023226498,0.00067398406,0.000049473972,0.00030726157,0.00041712698,0.00024740133,0.0000585552,0.00012163367,0.9958019],"genre_scores_gemma":[0.012935919,0.0007149763,0.00051616546,0.0010970421,0.0008348343,0.00002212594,0.0000996441,0.0003053836,0.9834739],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806076,0.00008673638,0.00019135959,0.00047263925,0.0007165636,0.0004719416],"domain_scores_gemma":[0.99919784,0.000015639574,0.00013745211,0.00039341894,0.0000017512459,0.00025391937],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010743068,0.0003658167,0.00035132086,0.00007007191,0.00012325095,0.000083739724,0.00040491018,0.0003446287,0.09164831],"category_scores_gemma":[0.000021872485,0.0003265566,0.00012553757,0.00015694121,0.0002818638,0.0001602556,0.0004634198,0.00023133669,0.0011018381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058037417,0.00035504875,0.08594592,0.00004279316,0.00018379693,0.000067658235,0.0005809746,0.000013857575,0.0018882555,0.00078889885,0.8969834,0.013143636],"study_design_scores_gemma":[0.00024151635,0.00003294206,0.025634581,0.000047004225,0.000029465979,0.0000031016534,0.00011446711,0.0000013398544,0.00031455516,0.00035026012,0.9727284,0.00050240906],"about_ca_topic_score_codex":0.030712515,"about_ca_topic_score_gemma":0.008544222,"teacher_disagreement_score":0.090546474,"about_ca_system_score_codex":0.0006614223,"about_ca_system_score_gemma":0.00004934268,"threshold_uncertainty_score":0.99991864},"labels":[],"label_agreement":null},{"id":"W4206492965","doi":"10.24124/2021/59223","title":"“Governing discourses” in Canadian environmental assessment: A critical discourse analysis of climate change in the Northern Gateway Pipeline review process","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fanshawe College","funders":"","keywords":"Critical discourse analysis; Gateway (web page); Statutory law; Context (archaeology); Climate change; Political science; Discourse analysis; Ideology; Sociology; Law; Geography; Politics; Linguistics","score_opus":0.013270946405602972,"score_gpt":0.3659079883164223,"score_spread":0.35263704191081935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206492965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9569264,0.0025750874,0.0000027620215,0.000992923,0.00013633905,0.0010271404,0.00059482886,0.0000076935685,0.037736796],"genre_scores_gemma":[0.9822802,0.011906709,0.000037788494,0.0008541722,0.00003554159,0.0002790959,0.004139269,0.000040780345,0.00042645665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962633,0.00033603585,0.0008123696,0.00063879805,0.0011099366,0.00083954155],"domain_scores_gemma":[0.9989184,0.00010297509,0.0002991591,0.00042761702,0.0000052015303,0.00024662574],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008480473,0.00044769852,0.00090268237,0.00022410469,0.00014800785,0.000050862407,0.00055526657,0.00022052937,0.007520188],"category_scores_gemma":[0.000057157664,0.00034692395,0.00031144393,0.001211101,0.00021299547,0.0004292392,0.000089104054,0.00059933856,0.000051672076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010414311,0.00068982656,0.9845135,0.00041046008,0.000093881805,0.0001235867,0.0063987947,0.00011032,0.00007035278,0.00003920512,0.000028606895,0.0075110556],"study_design_scores_gemma":[0.00020814232,0.00003950213,0.9745123,0.0010171874,0.0009936099,0.0000019544125,0.021589879,0.0010057016,0.0000134525635,0.000022708018,0.00015732327,0.00043825022],"about_ca_topic_score_codex":0.23300901,"about_ca_topic_score_gemma":0.9452816,"teacher_disagreement_score":0.71227264,"about_ca_system_score_codex":0.0012072631,"about_ca_system_score_gemma":0.00011382005,"threshold_uncertainty_score":0.99989825},"labels":[],"label_agreement":null},{"id":"W4206723242","doi":"10.24124/yyyy/59223","title":"“Governing discourses” in Canadian environmental assessment: A critical discourse analysis of climate change in the Northern Gateway Pipeline review process","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fanshawe College","funders":"","keywords":"Critical discourse analysis; Gateway (web page); Context (archaeology); Statutory law; Climate change; Political science; Discourse analysis; Ideology; Statute; Sociology; Law; Geography; Politics; Linguistics; Computer science","score_opus":0.013270946405602972,"score_gpt":0.3659079883164223,"score_spread":0.35263704191081935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206723242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9569264,0.0025750874,0.0000027620215,0.000992923,0.00013633905,0.0010271404,0.00059482886,0.0000076935685,0.037736796],"genre_scores_gemma":[0.9822802,0.011906709,0.000037788494,0.0008541722,0.00003554159,0.0002790959,0.004139269,0.000040780345,0.00042645665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962633,0.00033603585,0.0008123696,0.00063879805,0.0011099366,0.00083954155],"domain_scores_gemma":[0.9989184,0.00010297509,0.0002991591,0.00042761702,0.0000052015303,0.00024662574],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008480473,0.00044769852,0.00090268237,0.00022410469,0.00014800785,0.000050862407,0.00055526657,0.00022052937,0.007520188],"category_scores_gemma":[0.000057157664,0.00034692395,0.00031144393,0.001211101,0.00021299547,0.0004292392,0.000089104054,0.00059933856,0.000051672076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010414311,0.00068982656,0.9845135,0.00041046008,0.000093881805,0.0001235867,0.0063987947,0.00011032,0.00007035278,0.00003920512,0.000028606895,0.0075110556],"study_design_scores_gemma":[0.00020814232,0.00003950213,0.9745123,0.0010171874,0.0009936099,0.0000019544125,0.021589879,0.0010057016,0.0000134525635,0.000022708018,0.00015732327,0.00043825022],"about_ca_topic_score_codex":0.23300901,"about_ca_topic_score_gemma":0.9452816,"teacher_disagreement_score":0.71227264,"about_ca_system_score_codex":0.0012072631,"about_ca_system_score_gemma":0.00011382005,"threshold_uncertainty_score":0.99989825},"labels":[],"label_agreement":null},{"id":"W4210270993","doi":"10.1787/19900090","title":"OECD Environmental Performance Reviews","year":2009,"lang":"en","type":"paratext","venue":"OECD Environmental Performance Reviews","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Northwest Territories","funders":"","keywords":"Environmental science","score_opus":0.019358155197960657,"score_gpt":0.2695967837520116,"score_spread":0.250238628554051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210270993","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5280949,0.10063178,0.000079092075,0.00024315139,0.004469068,0.010654352,0.0009301992,0.00020302556,0.35469443],"genre_scores_gemma":[0.07645757,0.6527184,0.0009403375,0.0025827535,0.0010749352,0.000722282,0.0027127939,0.00031609065,0.26247483],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890195,0.0007095514,0.0031010986,0.0025844504,0.0020136822,0.002571688],"domain_scores_gemma":[0.99427396,0.000056391338,0.0021265878,0.0024465907,0.0000012811411,0.0010951997],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0015790514,0.0028516813,0.0033997905,0.00020038885,0.0012895823,0.00020440227,0.0022896903,0.0012261802,0.1932959],"category_scores_gemma":[0.000010620754,0.002529814,0.0013947929,0.0002199936,0.0013974744,0.00206585,0.0015813408,0.002326891,0.5892715],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072737064,0.0011925087,0.013410788,0.0005478158,0.00009203146,0.000016261933,0.00036232028,0.00042954244,0.0069342335,5.127227e-7,0.3619558,0.61498547],"study_design_scores_gemma":[0.0008951946,0.00081742875,0.036960557,0.0005529227,0.00029846342,0.00008032774,0.000048605627,0.00031224586,0.0011895774,0.000004756122,0.9561575,0.002682391],"about_ca_topic_score_codex":0.000046308476,"about_ca_topic_score_gemma":0.000010454895,"teacher_disagreement_score":0.6123031,"about_ca_system_score_codex":0.004585173,"about_ca_system_score_gemma":0.000040440158,"threshold_uncertainty_score":0.9999748},"labels":[],"label_agreement":null},{"id":"W4210341545","doi":"10.32920/19067150.v1","title":"Examining Considerations of Social Sustainability And Equity Within Integrated Community Sustainability Plans in Ontario","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Canadian Patient Safety Institute","keywords":"Sustainability; Equity (law); Government (linguistics); Social sustainability; Business; Sustainability organizations; Social equality; Environmental planning; Intergenerational equity; Prioritization; Public economics; Environmental resource management; Political science; Public administration; Process management; Economics; Geography","score_opus":0.06158457443722017,"score_gpt":0.33647450006255514,"score_spread":0.274889925625335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210341545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828315,0.0000031864226,0.00006423567,0.00029930734,0.000097416894,0.0009919509,0.00010277954,0.000033709526,0.015575935],"genre_scores_gemma":[0.99824005,0.00000171265,0.0004085324,0.00010658022,0.0000056368003,0.00011019249,0.00014894636,0.000015580361,0.0009627371],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99656135,0.0013941642,0.0007182756,0.00046728647,0.00047259266,0.0003863456],"domain_scores_gemma":[0.9987473,0.0003216505,0.00031940473,0.00046805036,0.000028036955,0.00011556256],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00249179,0.00032352866,0.0005704026,0.00006416672,0.00068924867,0.00006803178,0.00034514704,0.00027590332,0.0073789135],"category_scores_gemma":[0.0004556788,0.00033036782,0.0000830332,0.00014985201,0.001138478,0.00021432899,0.0069333636,0.0026440243,0.0000011956496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038583185,0.00069565815,0.9507128,0.00010827314,0.000025348001,0.000009378061,0.044223342,0.0029994943,0.00007360206,0.000654752,0.000075499716,0.00038324486],"study_design_scores_gemma":[0.00032253063,0.0001123888,0.8505041,0.000007894301,0.000024107287,0.0000013478826,0.0679938,0.00012462969,0.000044743425,0.08055457,0.00005252335,0.0002573693],"about_ca_topic_score_codex":0.7267783,"about_ca_topic_score_gemma":0.7819581,"teacher_disagreement_score":0.10020872,"about_ca_system_score_codex":0.0114989495,"about_ca_system_score_gemma":0.00074761506,"threshold_uncertainty_score":0.9999148},"labels":[],"label_agreement":null},{"id":"W4210599784","doi":"10.32920/19067150","title":"Examining Considerations of Social Sustainability And Equity Within Integrated Community Sustainability Plans in Ontario","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Canadian Patient Safety Institute","keywords":"Sustainability; Equity (law); Government (linguistics); Social sustainability; Business; Intergenerational equity; Sustainability organizations; Social equality; Environmental planning; Prioritization; Public economics; Environmental resource management; Political science; Public administration; Process management; Economics; Geography","score_opus":0.06158457443722017,"score_gpt":0.33647450006255514,"score_spread":0.274889925625335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210599784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828315,0.0000031864226,0.00006423567,0.00029930734,0.000097416894,0.0009919509,0.00010277954,0.000033709526,0.015575935],"genre_scores_gemma":[0.99824005,0.00000171265,0.0004085324,0.00010658022,0.0000056368003,0.00011019249,0.00014894636,0.000015580361,0.0009627371],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99656135,0.0013941642,0.0007182756,0.00046728647,0.00047259266,0.0003863456],"domain_scores_gemma":[0.9987473,0.0003216505,0.00031940473,0.00046805036,0.000028036955,0.00011556256],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00249179,0.00032352866,0.0005704026,0.00006416672,0.00068924867,0.00006803178,0.00034514704,0.00027590332,0.0073789135],"category_scores_gemma":[0.0004556788,0.00033036782,0.0000830332,0.00014985201,0.001138478,0.00021432899,0.0069333636,0.0026440243,0.0000011956496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038583185,0.00069565815,0.9507128,0.00010827314,0.000025348001,0.000009378061,0.044223342,0.0029994943,0.00007360206,0.000654752,0.000075499716,0.00038324486],"study_design_scores_gemma":[0.00032253063,0.0001123888,0.8505041,0.000007894301,0.000024107287,0.0000013478826,0.0679938,0.00012462969,0.000044743425,0.08055457,0.00005252335,0.0002573693],"about_ca_topic_score_codex":0.7267783,"about_ca_topic_score_gemma":0.7819581,"teacher_disagreement_score":0.10020872,"about_ca_system_score_codex":0.0114989495,"about_ca_system_score_gemma":0.00074761506,"threshold_uncertainty_score":0.9999148},"labels":[],"label_agreement":null},{"id":"W4210668002","doi":"10.1080/1088937x.2022.2032859","title":"Enabling conditions and challenges to environmental assessment as a tool for knowledge brokerage: lessons from Nunavut","year":2022,"lang":"en","type":"article","venue":"Polar Geography","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of Saskatchewan","funders":"Nunavut Research Institute; Polar Knowledge Canada","keywords":"Knowledge sharing; Knowledge management; Process (computing); Business; Legislation; Traditional knowledge; Arctic; Indigenous; Computer science; Political science","score_opus":0.02133360773120623,"score_gpt":0.29995845747204064,"score_spread":0.2786248497408344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210668002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99063593,0.0015609022,0.00016850195,0.0018524182,0.00020674405,0.000819381,0.001641086,0.00005242901,0.0030626091],"genre_scores_gemma":[0.9957363,0.0008050261,0.0014056643,0.0007843034,0.00007035355,0.000639944,0.0002707383,0.00003653912,0.0002511256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820924,0.00013938385,0.00022459684,0.0005733686,0.0003959323,0.00045750802],"domain_scores_gemma":[0.99924266,0.00015613351,0.000079830446,0.00026585977,0.0000016498304,0.0002538695],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002811995,0.00024247095,0.00022371825,0.00009858986,0.0011602003,0.000064454325,0.0002702762,0.00005698304,0.0035681848],"category_scores_gemma":[0.000011794817,0.0002695315,0.00016502067,0.00016017022,0.00016795551,0.00024659504,0.00077448186,0.00022737308,0.00012285264],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085632135,0.0025291927,0.8617161,0.000031520914,0.00036264694,0.00002119959,0.0087705925,0.0003742919,0.07107971,0.0018672918,0.0019880712,0.05117373],"study_design_scores_gemma":[0.00079138536,0.0004095212,0.87555695,0.0000075612797,0.000073352785,0.0000061807264,0.004184651,0.00008386052,0.00031966594,0.00372255,0.114405684,0.00043865672],"about_ca_topic_score_codex":0.00054205855,"about_ca_topic_score_gemma":0.00011131836,"teacher_disagreement_score":0.11241761,"about_ca_system_score_codex":0.00031614135,"about_ca_system_score_gemma":0.000013070841,"threshold_uncertainty_score":0.9999757},"labels":[],"label_agreement":null},{"id":"W4210681244","doi":"10.32920/19067645.v1","title":"Opportunities and barriers to sustainable urban development: an analysis of the Toronto Green Standard (Version 3)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"","keywords":"Incentive; Sustainability; Sustainable development; Context (archaeology); Business; Environmental economics; Normative; Urban planning; Regional science; Environmental planning; Economics; Engineering; Political science; Geography; Civil engineering; Microeconomics","score_opus":0.016510406289553154,"score_gpt":0.26426816151280974,"score_spread":0.24775775522325658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210681244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694845,0.000036278976,0.000049058464,0.0002461806,0.00007824468,0.00042570592,0.00012437902,0.000019124745,0.029536521],"genre_scores_gemma":[0.96590376,0.00006688454,0.0005308643,0.0004863611,0.000009388433,0.000041598316,0.00008438831,0.000016753462,0.032859996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981173,0.0001499583,0.00027296375,0.00040299245,0.00074974674,0.0003069921],"domain_scores_gemma":[0.9989756,0.000015776655,0.00014920474,0.00043675705,0.0000074286418,0.0004152654],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044892373,0.00022061348,0.00034636908,0.000054957007,0.0005563531,0.0000509967,0.0005321055,0.00009555451,0.030831112],"category_scores_gemma":[0.000016128435,0.0001731482,0.000120431054,0.00019769686,0.00018523412,0.0002800677,0.00465477,0.00015442057,0.0000023072103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008254248,0.00010178198,0.9509993,0.00006180958,0.00077994756,0.000011810606,0.035543036,0.0047900947,0.00023142213,0.00046888491,0.0030471343,0.0038821914],"study_design_scores_gemma":[0.00022180914,0.00017143846,0.74075484,0.00001231224,0.0006621568,3.3042497e-7,0.15823677,0.00024238476,0.0004460115,0.00022977893,0.09847109,0.0005510688],"about_ca_topic_score_codex":0.031214459,"about_ca_topic_score_gemma":0.00841414,"teacher_disagreement_score":0.2102445,"about_ca_system_score_codex":0.002225502,"about_ca_system_score_gemma":0.00011716573,"threshold_uncertainty_score":0.9752368},"labels":[],"label_agreement":null},{"id":"W4210799926","doi":"10.24043/isj.333","title":"Tools for sustainability assessment in island socio-ecological systems: an application to the Canary Islands","year":2016,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Sustainability; Vulnerability (computing); Environmental resource management; Climate change; Geography; Environmental planning; Ecology; Environmental science; Computer science","score_opus":0.02611185244096376,"score_gpt":0.3501874434128736,"score_spread":0.32407559097190985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210799926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809442,0.000090867325,0.0088790795,0.007350085,0.00027343715,0.00104584,0.000056292065,0.000010987333,0.0013492203],"genre_scores_gemma":[0.9982563,0.00018166399,0.00012597018,0.00031104684,0.00023812288,0.00028981757,0.000003318758,0.000009260465,0.0005845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843174,0.00021784312,0.00034548144,0.00025979348,0.00032550178,0.0004196471],"domain_scores_gemma":[0.9992237,0.0003145148,0.00012406416,0.00017919925,0.000026718768,0.00013179214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012594584,0.00015836979,0.00025490942,0.000024438667,0.0005840004,0.00009685592,0.00027449438,0.000067991365,0.00011018294],"category_scores_gemma":[0.00014923947,0.00007595576,0.00006872786,0.00010320276,0.00016541388,0.00037856697,0.00017689541,0.00016230614,0.000017168924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008418824,0.00035131935,0.96012074,0.000015563332,0.00007418737,0.0000111301715,0.004206325,0.0009797404,0.00042671166,0.00015219505,0.008291621,0.025286285],"study_design_scores_gemma":[0.0011466831,0.0006821773,0.95533305,0.000021621225,0.000026634223,0.000021928541,0.020919085,0.000251441,0.000006645481,0.005322561,0.016043644,0.00022455075],"about_ca_topic_score_codex":0.00018354066,"about_ca_topic_score_gemma":0.0051199454,"teacher_disagreement_score":0.025061734,"about_ca_system_score_codex":0.0019368444,"about_ca_system_score_gemma":0.000041494968,"threshold_uncertainty_score":0.5064781},"labels":[],"label_agreement":null},{"id":"W4211054527","doi":"10.32920/ryerson.14655765","title":"Analyzing prediction methods for atmospheric dispersion of pollutants from incineration : three Canadian environmental assessment case studies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Incineration; Decision maker; Atmospheric dispersion modeling; Air quality index; Air pollutants; Environmental science; Computer science; Pollutant; Operations research; Air pollution; Engineering; Meteorology; Geography; Waste management","score_opus":0.030567884544105955,"score_gpt":0.3591257147883713,"score_spread":0.3285578302442653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211054527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9310222,0.0005853889,0.06474349,0.00012459295,0.0007601621,0.000974012,0.0012408027,0.000026438498,0.000522863],"genre_scores_gemma":[0.8190424,0.00043823285,0.17955314,0.0000666911,0.00009393192,0.00009994703,0.0004984932,0.000036088746,0.00017107878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975438,0.00025425857,0.00064587075,0.000782081,0.0003566378,0.00041734023],"domain_scores_gemma":[0.9987031,0.00015411145,0.00036474076,0.00046249002,0.000008963844,0.00030659206],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005459741,0.00042570473,0.0006290199,0.000028054432,0.000413588,0.0000729551,0.0002259718,0.0003321613,0.0025326062],"category_scores_gemma":[0.000043687014,0.00040227172,0.0002752034,0.00012823497,0.00022984804,0.0003389507,0.00091096974,0.00033859417,0.000006764069],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003177152,0.00044230482,0.7295046,0.000089717134,0.001116821,0.00016763275,0.0030799557,0.011201364,0.08259699,0.000012748267,0.0002138157,0.17154232],"study_design_scores_gemma":[0.0014085635,0.00038563166,0.8284339,0.0002005858,0.0011784201,0.00006262615,0.0161778,0.14215206,0.0064889365,0.002012605,0.00025368994,0.0012451891],"about_ca_topic_score_codex":0.1336008,"about_ca_topic_score_gemma":0.16821678,"teacher_disagreement_score":0.17029712,"about_ca_system_score_codex":0.0037883006,"about_ca_system_score_gemma":0.000108717235,"threshold_uncertainty_score":0.99984294},"labels":[],"label_agreement":null},{"id":"W4211082836","doi":"10.1002/9781118678381.refs","title":"References","year":2013,"lang":"en","type":"other","venue":"Impact Assessment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Department of the Environment, Australian Government; Government of Canada; Australian Government","keywords":"Strategic environmental assessment; Environmental impact assessment; Political science; Presentation (obstetrics); Impact assessment; Citation; Library science; Public administration; Law; Computer science","score_opus":0.014888272541467337,"score_gpt":0.33816897084688785,"score_spread":0.3232806983054205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211082836","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0046600127,0.000083240004,0.00014962199,0.00009808468,0.00040077767,0.0005972084,0.00006417076,0.00022939705,0.9937175],"genre_scores_gemma":[0.06727002,0.00025183466,0.00226753,0.00024158391,0.00027659882,0.00009997055,0.00011712723,0.00046061847,0.92901474],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775046,0.00010412511,0.00026474296,0.0004886627,0.0007784283,0.00061359635],"domain_scores_gemma":[0.9987862,0.000024624924,0.0003011208,0.00052054453,0.0000019376525,0.0003655734],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013098995,0.0005257383,0.00046406762,0.00008139893,0.00009289949,0.00012266591,0.00047621384,0.00034819663,0.35061112],"category_scores_gemma":[0.0000063821954,0.00039850024,0.0002117951,0.00016851081,0.0002224507,0.00019533176,0.00037899593,0.00035372388,0.013570668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012886212,0.00016101309,0.050404023,0.000008142499,0.00009943546,0.0000075727685,0.000047599126,0.000009775321,0.00020463133,0.000055857814,0.9413841,0.007616603],"study_design_scores_gemma":[0.00039691763,0.00025089597,0.25616357,0.00007770059,0.000069245194,0.000005386914,0.00010804984,0.0000706639,0.000022800587,0.0004174896,0.7415862,0.0008310684],"about_ca_topic_score_codex":0.008875009,"about_ca_topic_score_gemma":0.00025476108,"teacher_disagreement_score":0.33704042,"about_ca_system_score_codex":0.0009857375,"about_ca_system_score_gemma":0.000044039567,"threshold_uncertainty_score":0.9998467},"labels":[],"label_agreement":null},{"id":"W4211156026","doi":"10.32920/ryerson.14655765.v1","title":"Analyzing prediction methods for atmospheric dispersion of pollutants from incineration : three Canadian environmental assessment case studies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Incineration; Decision maker; Atmospheric dispersion modeling; Air quality index; Environmental science; Air pollutants; Pollutant; Environmental impact assessment; Computer science; Dispersion (optics); Operations research; Management science; Air pollution; Engineering; Meteorology; Geography; Waste management","score_opus":0.030567884544105955,"score_gpt":0.3591257147883713,"score_spread":0.3285578302442653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211156026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9310222,0.0005853889,0.06474349,0.00012459295,0.0007601621,0.000974012,0.0012408027,0.000026438498,0.000522863],"genre_scores_gemma":[0.8190424,0.00043823285,0.17955314,0.0000666911,0.00009393192,0.00009994703,0.0004984932,0.000036088746,0.00017107878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975438,0.00025425857,0.00064587075,0.000782081,0.0003566378,0.00041734023],"domain_scores_gemma":[0.9987031,0.00015411145,0.00036474076,0.00046249002,0.000008963844,0.00030659206],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005459741,0.00042570473,0.0006290199,0.000028054432,0.000413588,0.0000729551,0.0002259718,0.0003321613,0.0025326062],"category_scores_gemma":[0.000043687014,0.00040227172,0.0002752034,0.00012823497,0.00022984804,0.0003389507,0.00091096974,0.00033859417,0.000006764069],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003177152,0.00044230482,0.7295046,0.000089717134,0.001116821,0.00016763275,0.0030799557,0.011201364,0.08259699,0.000012748267,0.0002138157,0.17154232],"study_design_scores_gemma":[0.0014085635,0.00038563166,0.8284339,0.0002005858,0.0011784201,0.00006262615,0.0161778,0.14215206,0.0064889365,0.002012605,0.00025368994,0.0012451891],"about_ca_topic_score_codex":0.1336008,"about_ca_topic_score_gemma":0.16821678,"teacher_disagreement_score":0.17029712,"about_ca_system_score_codex":0.0037883006,"about_ca_system_score_gemma":0.000108717235,"threshold_uncertainty_score":0.99984294},"labels":[],"label_agreement":null},{"id":"W4213218622","doi":"10.1163/9789004322714_cclc_2018-0051-014","title":"Statement on the move to repeal Ontario’s Climate Act","year":2019,"lang":"en","type":"dataset","venue":"Climate Change and Law Collection","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Repeal; Statement (logic); Political science; Law","score_opus":0.05575967719663264,"score_gpt":0.29883851067659123,"score_spread":0.2430788334799586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213218622","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09220016,0.000025107907,5.4709653e-7,0.0012900751,0.0014393235,0.0026989381,0.87933016,0.000035079556,0.02298064],"genre_scores_gemma":[0.025916211,0.0058556423,0.000038102113,0.021455055,0.00069944374,0.0012463694,0.93822706,0.00010084649,0.0064613014],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981781,0.00010078215,0.00026826593,0.0004998307,0.00042453996,0.00052848354],"domain_scores_gemma":[0.99920803,0.00005509629,0.00018135563,0.00039830065,0.000003694681,0.00015350137],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003633175,0.0003296716,0.0002808214,0.00003968473,0.00081405777,0.0001366719,0.00019840217,0.00018761521,0.005955055],"category_scores_gemma":[0.000006142227,0.00023979873,0.00007904222,0.00016352719,0.00010167331,0.00018620219,0.0004941584,0.0003343428,0.0018681803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080259924,0.00014332967,0.0012622687,0.000033588523,0.00002325249,0.0000073474616,0.000858001,0.000007898927,0.0000376684,0.00003125292,0.9972255,0.00028958905],"study_design_scores_gemma":[0.000259548,0.0006109531,0.01934247,0.00007817954,0.00005834139,0.0000033336412,0.000282987,0.0000075926687,0.000043839413,0.000045207704,0.9789479,0.00031969076],"about_ca_topic_score_codex":0.041211072,"about_ca_topic_score_gemma":0.12366059,"teacher_disagreement_score":0.08244952,"about_ca_system_score_codex":0.0012275099,"about_ca_system_score_gemma":0.000010224637,"threshold_uncertainty_score":0.998909},"labels":[],"label_agreement":null},{"id":"W4220664671","doi":"10.18280/ijsdp.170122","title":"The World Bank - Environment and Social Framework: Expectations and Realities of Implementing Environmental and Social Safeguards in Infrastructure Projects in Indonesia","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Moderation; Business; Environmental economics; Climate change; Environmental issue; Environmental resource management; Environmental planning; Economics; Psychology; Environmental science","score_opus":0.010149552988591205,"score_gpt":0.27037398172911176,"score_spread":0.26022442874052054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220664671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987968,0.00026837626,0.000021123944,0.00048705915,0.000038739214,0.00013623582,0.000008368132,0.0000014861171,0.00024181056],"genre_scores_gemma":[0.999071,0.00007117156,0.0005936233,0.00006194813,0.000034420547,0.00001597873,0.000010528709,0.000007401262,0.00013390457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986796,0.000088754496,0.00040066434,0.0001342164,0.0004515853,0.0002451859],"domain_scores_gemma":[0.99955386,0.00011462139,0.00027247085,0.000022459575,0.0000043994987,0.00003218126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005538859,0.000116984185,0.00015763202,0.00016507304,0.00055328547,0.00006647099,0.00012003314,0.000034294735,0.00008145255],"category_scores_gemma":[0.000009228154,0.00010523837,0.000017333436,0.000067347195,0.00020097032,0.0002810703,0.000574873,0.00027774312,1.0898772e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011290146,0.00004738383,0.88477236,0.000014148331,0.000048597965,0.00012397928,0.103317924,0.00009009667,0.00024707918,0.001070862,0.00006542898,0.01008921],"study_design_scores_gemma":[0.0005126086,0.000029754812,0.73726565,0.000012125282,0.0000058477244,0.000023458182,0.25839522,0.000030752646,0.00005386388,0.0012052836,0.0023756274,0.000089814384],"about_ca_topic_score_codex":0.000056849738,"about_ca_topic_score_gemma":0.000023620387,"teacher_disagreement_score":0.15507731,"about_ca_system_score_codex":0.00047864026,"about_ca_system_score_gemma":0.00003065558,"threshold_uncertainty_score":0.4291496},"labels":[],"label_agreement":null},{"id":"W4220706885","doi":"10.1007/s00267-022-01622-x","title":"Assessing the Cumulative Social Effects of Projects: Lessons from Canadian Hydroelectric Development","year":2022,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Cumulative effects; Livelihood; Social impact assessment; Hydroelectricity; Environmental resource management; Environmental planning; Environmental impact assessment; Impact assessment; Resource (disambiguation); Conceptual framework; Political science; Geography; Sociology; Economics; Engineering; Computer science; Social science","score_opus":0.01438857053533841,"score_gpt":0.27078559867624774,"score_spread":0.2563970281409093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220706885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797328,0.00008227227,0.00011864678,0.0004843946,0.00020758426,0.0009793267,0.000032183078,0.00002421979,0.018338587],"genre_scores_gemma":[0.9968558,0.000021210366,0.00059056835,0.0007194244,0.00003599395,0.00032591683,0.000099091965,0.000036396148,0.0013155729],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99733645,0.00028575404,0.0003512856,0.00047042244,0.0009875636,0.0005685159],"domain_scores_gemma":[0.9992952,0.00007663891,0.00021400694,0.00026931035,5.461077e-7,0.00014432067],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031435594,0.00027502366,0.0002258334,0.00008203841,0.0017653607,0.000054149466,0.0005841167,0.000044218836,0.0034188628],"category_scores_gemma":[0.000003904721,0.00024596092,0.000106969266,0.00031499396,0.00026509265,0.00029051796,0.0011689214,0.0002919796,0.000190155],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009369522,0.004566985,0.43372548,0.00012406021,0.0018370065,0.00052487775,0.056709997,0.007906729,0.037014294,0.0010873633,0.010896981,0.44551253],"study_design_scores_gemma":[0.0006908848,0.00009110311,0.9573573,0.000008965421,0.00010416291,0.0000020179377,0.0073785107,0.00025849356,0.0029783864,0.0004751125,0.030256182,0.00039890053],"about_ca_topic_score_codex":0.012500867,"about_ca_topic_score_gemma":0.0012807891,"teacher_disagreement_score":0.5236318,"about_ca_system_score_codex":0.0030853143,"about_ca_system_score_gemma":0.000025086909,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W4220841336","doi":"10.3390/su14063501","title":"Canada’s Impact Assessment Act, 2019: Indigenous Peoples, Cultural Sustainability, and Environmental Justice","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Sustainability; Indigenous rights; Environmental law; Political science; Environmental justice; Traditional knowledge; Government (linguistics); Sustainable development; Statute; Environmental ethics; Law; Environmental planning; Geography; Human rights; Ecology","score_opus":0.004546134838052215,"score_gpt":0.27794137436108757,"score_spread":0.27339523952303535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220841336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954371,0.00010127431,0.000023329478,0.0014852782,0.00017927609,0.001367336,0.00043541516,0.000043112057,0.00092787266],"genre_scores_gemma":[0.99647635,0.00003580356,0.00007208413,0.00044521005,0.00004737868,0.00016490376,0.00021533828,0.0000344427,0.002508458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99589366,0.0005596943,0.0004376885,0.0008121601,0.0012050145,0.0010917818],"domain_scores_gemma":[0.9985258,0.00017097329,0.00019249595,0.00057693326,0.000021438773,0.0005123473],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081926654,0.00043657343,0.00038726153,0.00003888958,0.001943422,0.00009173569,0.000496991,0.00007997427,0.0044193254],"category_scores_gemma":[0.00018671989,0.0004091718,0.00014656861,0.000253651,0.0005980758,0.0005368598,0.0021129337,0.0006270683,0.0000060544503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007188152,0.0006976005,0.9796193,0.00007750894,0.000044686913,0.00008936748,0.0045982744,0.0038914883,0.00018898874,0.00006544613,0.006620362,0.004035046],"study_design_scores_gemma":[0.0005297975,0.00037819473,0.9421239,0.0000010430647,0.000081091406,0.000042726337,0.046441875,0.0001939768,0.00001925723,0.0017829915,0.007917576,0.00048758637],"about_ca_topic_score_codex":0.76018786,"about_ca_topic_score_gemma":0.18825826,"teacher_disagreement_score":0.5719296,"about_ca_system_score_codex":0.04607526,"about_ca_system_score_gemma":0.0026338082,"threshold_uncertainty_score":0.999836},"labels":[],"label_agreement":null},{"id":"W4220865922","doi":"10.1111/cag.12758","title":"Knowledge hierarchy and mechanisms of power in environmental impact assessment: Insights from the Muskrat Falls hydroelectric project","year":2022,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hydroelectricity; Hierarchy; Environmental impact assessment; Computer science; Engineering; Environmental planning; Environmental resource management; Environmental science; Political science; Ecology; Biology; Electrical engineering","score_opus":0.006056392995705242,"score_gpt":0.21716154837356527,"score_spread":0.21110515537786004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220865922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99383897,0.0013491123,0.000003661687,0.00017190241,0.00022110532,0.000815817,0.0006562109,0.000020871208,0.0029223508],"genre_scores_gemma":[0.9984832,0.0005536486,0.00007852259,0.00037876624,0.000020204192,0.00019432002,0.00015627535,0.000046698242,0.00008838444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970975,0.00038369105,0.00044477257,0.0006294812,0.00047623238,0.0009683088],"domain_scores_gemma":[0.9986126,0.0001983078,0.00018314434,0.00046195695,0.0000041937783,0.0005398233],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028708117,0.00043928364,0.0004284688,0.0011750762,0.0010538397,0.00006496109,0.000701603,0.000109937464,0.0012378467],"category_scores_gemma":[0.000015045012,0.00037234134,0.00024774185,0.0033339332,0.0014352158,0.00034903176,0.0004293542,0.0005213587,0.0000058336677],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002930593,0.00020686953,0.9807093,0.000005814432,0.0001771408,0.00007728119,0.009062622,0.00011673188,0.002884325,0.0014935193,0.0014451498,0.0037919173],"study_design_scores_gemma":[0.00057291,0.00049092865,0.97036016,0.000011475723,0.000046933357,0.000018850616,0.016644342,0.00009538012,0.00005112654,0.0062522264,0.004969748,0.00048592486],"about_ca_topic_score_codex":0.69740367,"about_ca_topic_score_gemma":0.91635597,"teacher_disagreement_score":0.21895228,"about_ca_system_score_codex":0.0009517602,"about_ca_system_score_gemma":0.00013798282,"threshold_uncertainty_score":0.99987286},"labels":[],"label_agreement":null},{"id":"W4220894463","doi":"10.1080/24745332.2022.2046926","title":"Appendix B: De-isolation review and recommendations","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Appendix; Isolation (microbiology); Medicine; Biology; Microbiology","score_opus":0.02227301723471319,"score_gpt":0.3170306425244955,"score_spread":0.2947576252897823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220894463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.625841,0.27077273,0.00074863073,0.07567129,0.001021742,0.0005832174,0.00014109233,0.000014246791,0.025206016],"genre_scores_gemma":[0.9859194,0.00057121785,0.00016104907,0.013236898,0.000071305156,0.000003990846,0.0000058575088,0.000006498823,0.000023787536],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922377,0.00014670973,0.0002086738,0.00008617948,0.00016672866,0.00016794853],"domain_scores_gemma":[0.9992146,0.00006529938,0.00005184049,0.000056999575,0.000011797962,0.0005994572],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045309466,0.00006729155,0.0001550606,0.000049274786,0.0003936373,0.000010397098,0.00007963457,0.000022563901,0.0066114576],"category_scores_gemma":[0.00018557545,0.000059673184,0.00002260738,0.00009388954,0.00030359076,0.00013652645,0.00003637368,0.00022570736,0.000005064894],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025424939,0.000059876707,0.4953625,0.00053973193,0.00006821605,0.0005511618,0.01018978,0.000033725893,0.0012632167,0.0019703081,0.1378864,0.35204965],"study_design_scores_gemma":[0.00088653463,0.0023127235,0.08133746,0.0002677587,0.00046074972,0.00037423105,0.011826263,0.000020152442,0.000019926421,0.0014490538,0.9007624,0.00028276615],"about_ca_topic_score_codex":0.00066601095,"about_ca_topic_score_gemma":0.0009738705,"teacher_disagreement_score":0.762876,"about_ca_system_score_codex":0.00032711832,"about_ca_system_score_gemma":0.000060227354,"threshold_uncertainty_score":0.9942966},"labels":[],"label_agreement":null},{"id":"W4220906379","doi":"10.21203/rs.3.rs-1408235/v1","title":"Toxicity Ranking of European Industrial Facilities","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Joint Research Centre","keywords":"Ecotoxicity; Pollutant; European union; Environmental protection; Sewerage; Environmental science; Toxicity; Environmental engineering; Business; Ecology; Biology; Chemistry","score_opus":0.1402822641941857,"score_gpt":0.3946759874887325,"score_spread":0.2543937232945468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220906379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84823763,0.00005229715,0.000017814764,0.00011257933,0.00022779864,0.0006099106,0.00037349187,0.00002986282,0.1503386],"genre_scores_gemma":[0.99366146,0.000115641706,0.00007183019,0.000017799348,0.00017040761,0.00005428726,0.00010818714,0.000032018757,0.0057683443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945304,0.0018361894,0.00036113535,0.0004909829,0.0022176483,0.0005636876],"domain_scores_gemma":[0.99896395,0.00017658823,0.00013835127,0.0005394727,0.000010968072,0.00017064795],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002904698,0.00020799752,0.00030674197,0.00010170651,0.0004252578,0.00006892045,0.00087154115,0.00015928283,0.027487835],"category_scores_gemma":[0.00020661092,0.00020789052,0.00018661398,0.00027406713,0.00064453535,0.00011959177,0.008001664,0.0019522179,0.00025066134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022254113,0.0013208622,0.8985786,0.00058342906,0.0001835954,0.00015039872,0.01570967,0.0074262964,0.010669053,0.0002808459,0.01712293,0.047751788],"study_design_scores_gemma":[0.0020817814,0.0012956695,0.8182144,0.00053775153,0.00004569566,0.0000040402997,0.024129545,0.00020078837,0.007454313,0.0077324384,0.1368783,0.0014252366],"about_ca_topic_score_codex":0.0028285787,"about_ca_topic_score_gemma":0.000069195936,"teacher_disagreement_score":0.14542384,"about_ca_system_score_codex":0.0010960402,"about_ca_system_score_gemma":0.00006254152,"threshold_uncertainty_score":0.9973501},"labels":[],"label_agreement":null},{"id":"W4221062091","doi":"10.1007/s00267-022-01632-9","title":"A Pragmatic Approach for Developing Landbase Cumulative Effects Assessments with Aggregated Impacts Crossing Multiple Ecological Values","year":2022,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Environment; Ministry of Forests","funders":"Ministry of Environment; Ministry of Forests, Lands and Natural Resource Operations","keywords":"Cumulative effects; Environmental resource management; Congruence (geometry); Riparian zone; Econometrics; Adaptive management; Forest management; Ecology; Computer science; Environmental science; Mathematics; Habitat","score_opus":0.014090440878666854,"score_gpt":0.2797174448736336,"score_spread":0.26562700399496675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221062091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97001857,0.00004138194,0.021771222,0.00007609082,0.00012522872,0.0033185023,0.00008099832,0.00009795681,0.004470032],"genre_scores_gemma":[0.9402641,0.000017961593,0.05547913,0.0006428675,0.000028063458,0.0015560591,0.00041346948,0.00006456733,0.0015337605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967805,0.0002897234,0.00038254313,0.00078709493,0.0009735832,0.00078654016],"domain_scores_gemma":[0.9990032,0.00016740862,0.00029461092,0.00033578143,0.0000011522103,0.0001978875],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00050952536,0.00045157553,0.00037021464,0.00007025723,0.001793684,0.00014720089,0.00041589045,0.00006221775,0.00074238505],"category_scores_gemma":[0.000012910306,0.00039184515,0.0001306055,0.00024009479,0.00039239574,0.0004204928,0.0012783139,0.00026270203,0.000064047905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014583924,0.010249877,0.8139047,0.00063099404,0.0015562925,0.0004884955,0.0064854203,0.11026064,0.018144596,0.00032583068,0.0026866938,0.03380804],"study_design_scores_gemma":[0.009425794,0.0023743766,0.9415673,0.00007223485,0.0003636276,0.00003922297,0.007049939,0.0286443,0.0022308275,0.0010704284,0.0055373516,0.0016245993],"about_ca_topic_score_codex":0.00005891886,"about_ca_topic_score_gemma":0.000007749149,"teacher_disagreement_score":0.12766257,"about_ca_system_score_codex":0.0026371481,"about_ca_system_score_gemma":0.000012692618,"threshold_uncertainty_score":0.9998534},"labels":[],"label_agreement":null},{"id":"W4221099532","doi":"10.14573/altex.2012022","title":"The use of categorical regression in evidence integration","year":2022,"lang":"en","type":"review","venue":"ALTEX","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Categorical variable; Regression; Regression analysis; Statistics; Risk assessment; Computer science; Risk analysis (engineering); Econometrics; Data mining; Environmental health; Medicine; Mathematics","score_opus":0.250025676201112,"score_gpt":0.409626615504204,"score_spread":0.159600939303092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221099532","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023680125,0.9982961,0.000012318961,0.00003642356,0.00021465051,0.00047490728,0.000005608451,0.0000071938694,0.0007160036],"genre_scores_gemma":[0.00065993157,0.9980558,0.000052466763,0.000023650755,0.000017557457,0.000077053475,0.000019367519,0.000014405176,0.0010797804],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984249,0.0003889208,0.0003869835,0.00021918044,0.00040024947,0.0001797884],"domain_scores_gemma":[0.998727,0.00068060483,0.0002741903,0.00027214317,7.4656754e-7,0.000045279485],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003228869,0.00016703652,0.00039418103,0.000024224311,0.00014997831,0.000026708367,0.00034462285,0.0000855623,0.0011294618],"category_scores_gemma":[0.00015234199,0.000094270465,0.00014903724,0.00030955073,0.00015157004,0.00023320457,0.00039073185,0.00034741432,0.000096958014],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030031545,0.000041491967,0.00029640234,0.00008511625,0.0000052604396,0.0000040455934,0.00010181689,0.000008005274,0.0000026457685,0.000038596787,0.0013790375,0.9980346],"study_design_scores_gemma":[0.000032473574,0.000042950058,0.0007464841,0.00072364893,0.000037383325,0.0000030405417,0.000044323555,0.000018713008,0.0000015628153,0.00007844706,0.99816644,0.00010454866],"about_ca_topic_score_codex":0.0011227293,"about_ca_topic_score_gemma":0.00020640479,"teacher_disagreement_score":0.99793005,"about_ca_system_score_codex":0.0007392515,"about_ca_system_score_gemma":0.000025036134,"threshold_uncertainty_score":0.99978364},"labels":[],"label_agreement":null},{"id":"W4221107508","doi":"10.1080/14615517.2022.2041160","title":"Addressing climate change in EIA legislation and the climate-proofing of dams: a comparative analysis of Canada, Oman and Portugal","year":2022,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Climate change; Environmental planning; Relevance (law); Environmental resource management; Political science; Environmental protection; Geography; Environmental science; Law; Ecology","score_opus":0.06420268107635232,"score_gpt":0.41923860458734785,"score_spread":0.35503592351099555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221107508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958638,0.00016235813,0.0000066434295,0.00011015476,0.00004367704,0.0004946942,0.00015261382,0.0000049421124,0.0031611281],"genre_scores_gemma":[0.9995421,0.000118564814,0.00015730275,0.00004452063,0.000012464036,0.000066011606,0.000047905116,0.0000071391305,0.000003947912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983629,0.00029850684,0.00034684,0.00023258675,0.00044846558,0.00031071718],"domain_scores_gemma":[0.9992319,0.00025987648,0.00032552355,0.00011535839,0.000004126631,0.00006325988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009081001,0.00016935857,0.000461637,0.0001194412,0.0003028183,0.00003673984,0.00009516322,0.000031159732,0.00013763683],"category_scores_gemma":[0.000010236145,0.00012525124,0.000057270572,0.00052336784,0.0003255915,0.0003175465,0.00041166873,0.00017431984,4.698888e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001676445,0.000079716636,0.98578,0.00001778768,0.00013198034,0.0000033705246,0.0104696,0.00026058246,0.000896098,0.00022949002,0.00002536337,0.0019383755],"study_design_scores_gemma":[0.0010690973,0.00016364413,0.97539306,0.000014234399,0.00019350513,0.0000036909962,0.0055994713,0.017337104,0.000039229733,0.000027678509,0.000025407066,0.00013386853],"about_ca_topic_score_codex":0.16754088,"about_ca_topic_score_gemma":0.09156377,"teacher_disagreement_score":0.0759771,"about_ca_system_score_codex":0.000205811,"about_ca_system_score_gemma":0.000064930835,"threshold_uncertainty_score":0.9250128},"labels":[],"label_agreement":null},{"id":"W4223635075","doi":"10.1007/s00267-022-01631-w","title":"OECD Case Studies of Integrated Regional and Strategic Impact Assessment: What Does ‘Integration’ Look Like in Practice?","year":2022,"lang":"en","type":"review","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Strategic environmental assessment; Environmental impact assessment; Environmental planning; Impact assessment; Sustainability; Environmental resource management; Social impact assessment; Landscape assessment; Business; Land use; Geography; Political science; Engineering; Ecology; Environmental science","score_opus":0.05379513584866161,"score_gpt":0.3814093965337705,"score_spread":0.3276142606851089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223635075","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0153505355,0.976457,0.000011502664,0.000055314973,0.00046093954,0.0027265488,0.00019798678,0.000037190108,0.0047030114],"genre_scores_gemma":[0.008835602,0.9877679,0.0009249386,0.00014968136,0.000030444147,0.00048219366,0.0004788322,0.00008685742,0.0012435714],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953953,0.00077374117,0.001159123,0.0010702423,0.001014532,0.00058704306],"domain_scores_gemma":[0.9979823,0.00033076925,0.0008794427,0.0006004196,0.0000015948837,0.00020546472],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008664623,0.00090979255,0.0014899907,0.00025684683,0.00031444317,0.00014764002,0.00044046715,0.00020184537,0.0067782155],"category_scores_gemma":[0.000007927912,0.0006610853,0.00042676818,0.00031068525,0.00078657916,0.0013448083,0.0016135212,0.000789478,0.00011826159],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003818135,0.0016990954,0.001074867,0.0014184591,0.0014960297,0.0038670397,0.0015738936,0.00009508816,0.00001037626,0.00024368775,0.0002283645,0.9882549],"study_design_scores_gemma":[0.0015261186,0.0009000478,0.001085129,0.0025423383,0.0028214813,0.0016085352,0.1495939,0.00008874547,0.0000026281523,0.0010688328,0.8368758,0.0018864683],"about_ca_topic_score_codex":0.00038872947,"about_ca_topic_score_gemma":0.0001150911,"teacher_disagreement_score":0.9863685,"about_ca_system_score_codex":0.0047464366,"about_ca_system_score_gemma":0.000034129684,"threshold_uncertainty_score":0.999584},"labels":[],"label_agreement":null},{"id":"W4224315397","doi":"10.1186/s13750-022-00269-9","title":"Standards of conduct and reporting in evidence syntheses that could inform environmental policy and management decisions","year":2022,"lang":"en","type":"article","venue":"Environmental Evidence","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Environmental policy; Environmental resource management; Business; Nature Conservation; Environmental planning; Accounting; Environmental science; Ecology","score_opus":0.11527810194255607,"score_gpt":0.37413654605535557,"score_spread":0.2588584441127995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224315397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954185,0.0017923773,0.000032129246,0.0002834884,0.000069593945,0.0007599157,0.00013770051,0.000018153889,0.001488149],"genre_scores_gemma":[0.9874239,0.0109551335,0.00062014424,0.00033315978,0.000017094393,0.00013621023,0.0000071592044,0.00003127436,0.00047592339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99578357,0.00021087722,0.0010105134,0.0006991924,0.0017673433,0.00052847917],"domain_scores_gemma":[0.99777627,0.0007166549,0.00083036686,0.00043551813,8.1833554e-7,0.00024039551],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019310853,0.0003508084,0.00046333595,0.00014501649,0.00049441407,0.00004669351,0.0003937708,0.00007248719,0.002556509],"category_scores_gemma":[0.0006284591,0.00035322196,0.000093065726,0.00022809432,0.001019512,0.0012256028,0.0028942015,0.00035258115,0.000019482699],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015742773,0.00029818254,0.937636,0.000041397314,0.000036035075,0.00011764278,0.0021131851,0.00063653913,0.020373054,0.000059820566,0.0001491929,0.038381483],"study_design_scores_gemma":[0.0004501222,0.0004355695,0.984531,0.00041744768,0.000048964434,0.00012511274,0.00828338,0.00020334788,0.0019831692,0.00032566796,0.0027255646,0.0004706499],"about_ca_topic_score_codex":0.0005411017,"about_ca_topic_score_gemma":0.00006433196,"teacher_disagreement_score":0.046894964,"about_ca_system_score_codex":0.002085714,"about_ca_system_score_gemma":0.000025685362,"threshold_uncertainty_score":0.999892},"labels":[],"label_agreement":null},{"id":"W4224869341","doi":"10.18280/ijsdp.170202","title":"Technical Closure of the Humberto Molina Astudillo Hospital and Its Implications for Sustainability, Zaruma-Ecuador","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Closure (psychology); Sustainability; Political science; Ecology","score_opus":0.011485682865437281,"score_gpt":0.2862218592645793,"score_spread":0.27473617639914205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224869341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966009,0.00014425877,0.00013634031,0.0019661903,0.00013635101,0.00029289996,0.000010752676,0.0000032106018,0.0007090907],"genre_scores_gemma":[0.9985424,0.00001360582,0.00065915595,0.000078339865,0.000034148874,0.00003126275,0.000004223238,0.0000068594245,0.0006299934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902314,0.000033950822,0.00030961333,0.00011450441,0.00034436883,0.00017444517],"domain_scores_gemma":[0.9994483,0.00008102995,0.00027204302,0.000048402322,0.00009193287,0.00005830173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046649,0.00008771086,0.00012586577,0.00005239553,0.00039794925,0.000028024218,0.00030528224,0.00002835717,0.00004839046],"category_scores_gemma":[0.00013558635,0.0000699042,0.00005223266,0.00010473888,0.00008379086,0.00020196682,0.00070537406,0.00015329225,1.6419891e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010250387,0.00025131763,0.98471075,0.000029085331,0.00009638378,0.00005609184,0.005279086,0.0008426467,0.00050972175,0.0030512866,0.0013154024,0.0037557369],"study_design_scores_gemma":[0.00057727785,0.00016029303,0.9610236,0.000014938897,0.00001995842,0.00006788982,0.023948504,0.000020351636,0.00029260732,0.007276635,0.006481223,0.00011667467],"about_ca_topic_score_codex":0.000017842289,"about_ca_topic_score_gemma":0.0000018717918,"teacher_disagreement_score":0.023687089,"about_ca_system_score_codex":0.00058576645,"about_ca_system_score_gemma":0.00008812397,"threshold_uncertainty_score":0.3060744},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.01583847862005451,"score_gpt":0.2934530276075301,"score_spread":0.2776145489874756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225144605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876949,0.00028832717,0.000116614945,0.0012078218,0.00024413277,0.00025743915,0.00014833915,0.000005102259,0.010037313],"genre_scores_gemma":[0.98940355,0.0036653336,0.004058185,0.001033095,0.00012610096,0.00001730127,0.000043959622,0.00004088551,0.001611584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969604,0.00014487903,0.00081906683,0.0005308602,0.00089559425,0.00064922747],"domain_scores_gemma":[0.9988,0.00012122642,0.00046182045,0.00024313433,0.0000029443565,0.00037087256],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004454901,0.00043122476,0.00053727615,0.00012845155,0.00020197578,0.00011427019,0.0002561395,0.00010429841,0.00062067737],"category_scores_gemma":[0.000009163799,0.00042627085,0.00012978454,0.00015673914,0.00026997042,0.00060099934,0.0007297286,0.00032203904,0.00000597944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025058395,0.0032543293,0.7895165,0.000367688,0.00089419325,0.0013569905,0.00077309913,0.0010623375,0.04143973,0.003071618,0.0016040889,0.1564088],"study_design_scores_gemma":[0.0049261944,0.0005442979,0.96987885,0.0001614771,0.00023864488,0.00019464866,0.0071832906,0.00045336873,0.0008470459,0.0028109422,0.011973604,0.00078762736],"about_ca_topic_score_codex":0.011876626,"about_ca_topic_score_gemma":0.03524571,"teacher_disagreement_score":0.18036233,"about_ca_system_score_codex":0.0024943613,"about_ca_system_score_gemma":0.000109486726,"threshold_uncertainty_score":0.9998189},"labels":[],"label_agreement":null},{"id":"W4225913586","doi":"10.5281/zenodo.5807576","title":"Climate Change Impact Assessment: A practical walk-through","year":2021,"lang":"en","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Climate change; Environmental science; Geology; Oceanography","score_opus":0.06579702729703339,"score_gpt":0.3384605949054871,"score_spread":0.27266356760845367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225913586","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013921172,0.000071101946,0.0003144546,0.000656256,0.00016625054,0.0007474566,0.0006878335,0.0003811229,0.9955834],"genre_scores_gemma":[0.15878491,0.011262331,0.009074313,0.0057515916,0.0044809813,0.0000026829352,0.07586242,0.022448737,0.712332],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99659884,0.000455048,0.0003752534,0.00077399774,0.0010160343,0.00078080496],"domain_scores_gemma":[0.998625,0.000039375773,0.00029059072,0.00063623,0.000054190234,0.00035460424],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000588474,0.0003999649,0.00038531172,0.00007067281,0.0022243492,0.000877652,0.00082579604,0.00028752987,0.16847366],"category_scores_gemma":[0.00013822028,0.0004011885,0.00021717926,0.0002814245,0.00042678477,0.00089738786,0.00391255,0.00087323436,0.026666144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058386846,0.0007212972,0.00007491514,0.00012243452,0.00020195275,0.00032472544,0.0026435845,0.000017223962,0.0010461643,0.0039438484,0.9059156,0.08492984],"study_design_scores_gemma":[0.0004061013,0.00033233824,0.003179667,0.000093773066,0.00006916868,0.00016611311,0.00017933952,0.00005212477,0.00002613146,0.00083915476,0.9942035,0.00045259413],"about_ca_topic_score_codex":0.000058851194,"about_ca_topic_score_gemma":0.000001193262,"teacher_disagreement_score":0.28325137,"about_ca_system_score_codex":0.0023958804,"about_ca_system_score_gemma":0.000011749733,"threshold_uncertainty_score":0.999844},"labels":[],"label_agreement":null},{"id":"W4226189989","doi":"10.1139/facets-2021-0106","title":"Undermining environmental assessment laws: post-assessment amendments for mines in British Columbia, Canada, and potential impacts on water resources","year":2022,"lang":"en","type":"article","venue":"FACETS","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Wilburforce Foundation","keywords":"Scrutiny; Amendment; Jurisdiction; Harm; Government (linguistics); Environmental impact assessment; Damages; Water resources; Environmental planning; Business; Environmental protection; Law; Environmental resource management; Environmental science; Political science; Ecology","score_opus":0.006122608201926986,"score_gpt":0.23305078848702984,"score_spread":0.22692818028510287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226189989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969174,0.000020233609,0.000011487303,0.00040835878,0.00028048875,0.0008215868,0.0006322588,0.000019195639,0.00088897295],"genre_scores_gemma":[0.9952769,0.000021592843,0.00032414636,0.0013151059,0.000037003392,0.00026886037,0.00028151937,0.00004299694,0.002431868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99720037,0.00017452374,0.00037277816,0.00059623225,0.00091510906,0.00074096886],"domain_scores_gemma":[0.9993951,0.00004931406,0.0001156711,0.00019932284,0.0000019302038,0.00023871068],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003663259,0.0002272446,0.00029715823,0.000032824315,0.0008500887,0.00022168279,0.00026496794,0.000061096405,0.0034529273],"category_scores_gemma":[0.000005325743,0.0002989688,0.000069172274,0.00006927257,0.00013973581,0.00023624384,0.0006986324,0.0002548871,0.000007005393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003414583,0.00075431255,0.9447409,0.000017244694,0.000052864685,0.00017642709,0.0009692485,0.0014099292,0.043556247,0.0000012929662,0.003355978,0.0049314336],"study_design_scores_gemma":[0.001706556,0.00063254556,0.9860166,0.000016086675,0.000023774192,0.00003583926,0.004216268,0.0002871737,0.00022498972,0.0001116265,0.00631518,0.0004133774],"about_ca_topic_score_codex":0.59303623,"about_ca_topic_score_gemma":0.8181337,"teacher_disagreement_score":0.22509749,"about_ca_system_score_codex":0.0027672588,"about_ca_system_score_gemma":0.00005252529,"threshold_uncertainty_score":0.99994624},"labels":[],"label_agreement":null},{"id":"W4229453684","doi":"10.1016/j.jenvman.2022.115201","title":"Sustainability assessment of water management at river basin level: Concept, methodology and application","year":2022,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canmore Museum and Geoscience Centre; University of Saskatchewan","funders":"","keywords":"Sustainability; Analytic hierarchy process; Environmental resource management; Context (archaeology); Water Framework Directive; Environmental science; Weighting; Delphi method; Structural basin; Multiple-criteria decision analysis; Environmental planning; Water resource management; Computer science; Water quality; Engineering; Geography; Operations research","score_opus":0.0200916632658106,"score_gpt":0.30322680123016893,"score_spread":0.28313513796435835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229453684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858818,0.000076138414,0.0068473364,0.0005946649,0.00018918223,0.0008686079,0.00005263595,0.000008377309,0.0054812534],"genre_scores_gemma":[0.9847678,0.00016569342,0.012076225,0.00029804852,0.000021638665,0.00005950402,0.000020893629,0.000024086536,0.0025660987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971033,0.00046828444,0.00069654186,0.0003645637,0.0009921305,0.00037517634],"domain_scores_gemma":[0.99900126,0.000052584404,0.00047505627,0.0003153704,0.0000033450526,0.00015236423],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013395287,0.00023864416,0.00039281117,0.00010564438,0.00035774807,0.000012094326,0.00040282705,0.000044274704,0.004165622],"category_scores_gemma":[0.0000027285744,0.00020282289,0.00016389303,0.000103687315,0.0005997095,0.0002471108,0.002652642,0.00023232725,0.000016128191],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070146186,0.0058408394,0.6760385,0.000327166,0.0015971175,0.00053756294,0.007534245,0.0309196,0.06150444,0.0033958503,0.0048117563,0.20679148],"study_design_scores_gemma":[0.0017434283,0.0006104035,0.95890075,0.000006231475,0.0002516795,0.00006149192,0.0055823894,0.00015440503,0.0025348833,0.00482217,0.02503585,0.00029631174],"about_ca_topic_score_codex":0.000046976675,"about_ca_topic_score_gemma":0.0000032537446,"teacher_disagreement_score":0.28286228,"about_ca_system_score_codex":0.0029786003,"about_ca_system_score_gemma":0.000004159954,"threshold_uncertainty_score":0.9967447},"labels":[],"label_agreement":null},{"id":"W4229844497","doi":"10.1111/aej.12143","title":"Canadian Academy of Endodontics","year":2015,"lang":"en","type":"article","venue":"Australian Endodontic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Endodontics; Citation; Library science; Medicine; Information retrieval; Computer science; Dentistry","score_opus":0.05453293880302677,"score_gpt":0.3100859238260236,"score_spread":0.25555298502299684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229844497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676598,0.00002811402,0.00006024913,0.0034626552,0.00035514662,0.00012372028,0.0000135241135,0.000011820197,0.028284982],"genre_scores_gemma":[0.99105155,0.000027011489,0.0015592561,0.00043266994,0.00012035623,0.000001436821,0.0000018496112,0.000015922602,0.006789971],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984204,0.00008269991,0.00033361162,0.00013683423,0.0005058049,0.000520613],"domain_scores_gemma":[0.9986164,0.000016675693,0.0001605749,0.00009031747,0.000006113458,0.0011099491],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046033112,0.00014662743,0.00019771568,0.00006317212,0.00011453843,0.00004129936,0.00033875107,0.00010872046,0.0022765393],"category_scores_gemma":[0.00005054041,0.00013217135,0.00009737086,0.0001630276,0.00017826326,0.00036902138,0.00006743808,0.00036934428,0.00048593376],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000145434105,0.00009415135,0.902894,0.0000036854108,0.00004966354,0.00007961719,0.0009438253,0.00038657335,0.003753843,0.00018982534,0.08574909,0.005841165],"study_design_scores_gemma":[0.0021191924,0.00030024495,0.78788,0.000050287883,0.00012099018,0.00071326556,0.0021422608,0.00004780229,0.0078084543,0.006363589,0.19187649,0.00057743245],"about_ca_topic_score_codex":0.016005611,"about_ca_topic_score_gemma":0.003361865,"teacher_disagreement_score":0.115014024,"about_ca_system_score_codex":0.0008534388,"about_ca_system_score_gemma":0.000068116606,"threshold_uncertainty_score":0.99863553},"labels":[],"label_agreement":null},{"id":"W4230012303","doi":"10.32920/ryerson.14653863","title":"A Critical Review of Health Impact Assessments in Ontario's Nuclear Industry","year":2021,"lang":"en","type":"review","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nuclear power; Risk assessment; Best practice; Commission; Risk analysis (engineering); Nuclear power plant; Public health; License; Business; Environmental health; Concordance; Actuarial science; Medicine; Engineering; Political science; Computer security; Computer science; Law; Nursing; Finance","score_opus":0.1048494130430123,"score_gpt":0.4609001254434333,"score_spread":0.35605071240042097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230012303","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007818858,0.97291183,0.0000031393529,0.00008553826,0.000114742776,0.00068603305,0.000030193834,0.000012755147,0.026077552],"genre_scores_gemma":[0.000068162815,0.99723315,0.0005426369,0.0008630417,0.000013686257,0.000031636875,0.00009953396,0.000048421603,0.0010997398],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962084,0.0007096725,0.0013049726,0.00053053326,0.00067741773,0.0005689711],"domain_scores_gemma":[0.9986911,0.00011322335,0.0004396481,0.00046461113,0.0000049792147,0.00028647296],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009058828,0.0004682188,0.002742694,0.000056727953,0.0000701869,0.000031592484,0.00042052648,0.00050968584,0.06949639],"category_scores_gemma":[0.00008508624,0.0003669204,0.00067992863,0.00045795125,0.00020110396,0.00028839003,0.00059559563,0.0014856893,0.00024901057],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010196042,0.00087497965,0.007018106,0.029363364,0.00010655258,0.000045391414,0.000092388,6.4669723e-7,2.2195236e-7,0.00007592316,0.009800333,0.9526211],"study_design_scores_gemma":[0.00011293942,0.00016506018,0.0067574964,0.11430879,0.00014869194,0.000025827387,0.00004720919,4.8278616e-7,5.0620102e-8,0.000025631527,0.8780144,0.00039344907],"about_ca_topic_score_codex":0.07101766,"about_ca_topic_score_gemma":0.008543201,"teacher_disagreement_score":0.95222765,"about_ca_system_score_codex":0.0048604365,"about_ca_system_score_gemma":0.00063058775,"threshold_uncertainty_score":0.9998783},"labels":[],"label_agreement":null},{"id":"W4230272186","doi":"10.24124/2007/bpgub497","title":"Expanding the mine, killing a lake: A case study of First Nations' environmental values, perceptions of risk and health.","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Heritage; University of Northern British Columbia","funders":"","keywords":"Resource (disambiguation); Geography; Perception; Environmental planning; Environmental resource management; Political science; Environmental protection; Environmental health; Socioeconomics; Sociology; Psychology; Environmental science; Medicine","score_opus":0.017784038717571938,"score_gpt":0.3398852744444808,"score_spread":0.32210123572690885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230272186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964412,0.0001251749,0.000052803865,0.000016847522,0.00011437811,0.0008538327,0.000107495725,0.000011029695,0.0022772287],"genre_scores_gemma":[0.99732286,0.00083698164,0.00033639418,0.00001776351,0.000028372062,0.000035400466,0.00015478817,0.000027204598,0.0012402259],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981733,0.00011450817,0.00058950816,0.0003262551,0.000552532,0.00024389953],"domain_scores_gemma":[0.99887264,0.00022959859,0.00053413317,0.00024610184,0.0000030045917,0.000114514245],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054977735,0.00025118073,0.00034091042,0.00010547407,0.00090192875,0.000018298464,0.00015932998,0.00012545558,0.0014238907],"category_scores_gemma":[0.000021555314,0.0001937056,0.00009461293,0.00020819923,0.00020782862,0.0001487957,0.000106118765,0.00025143204,0.000011194461],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019333138,0.001290227,0.91688335,0.000054638742,0.00007840204,0.000024989233,0.075873636,0.00018698274,0.00028838334,0.0000027959782,0.00009961332,0.0051976303],"study_design_scores_gemma":[0.00045009772,0.00026532728,0.64393014,0.000044432738,0.00011080329,0.000036838064,0.35479474,0.00006743098,0.00006696108,0.000024221868,0.000037048525,0.0001719742],"about_ca_topic_score_codex":0.016734723,"about_ca_topic_score_gemma":0.24283813,"teacher_disagreement_score":0.2789211,"about_ca_system_score_codex":0.00024087189,"about_ca_system_score_gemma":0.000010577142,"threshold_uncertainty_score":0.99948895},"labels":[],"label_agreement":null},{"id":"W4230341386","doi":"10.1111/capa.12258","title":"The Vanier Medal of the Institute of Public Administration of Canada","year":2018,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medal; Citation; Library science; Administration (probate law); Political science; Computer science; History; Law; Art history","score_opus":0.017216477956680395,"score_gpt":0.24591373691532614,"score_spread":0.22869725895864573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230341386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674115,0.000007834545,0.000046320696,0.013081427,0.0004595018,0.00024009284,0.000086142376,0.00000307742,0.01866409],"genre_scores_gemma":[0.9988381,0.0000032238902,0.00005813663,0.00016122787,0.000050047838,0.000008042241,0.00002173534,0.0000066594903,0.00085279153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868333,0.00007526399,0.00035654433,0.00013621943,0.00047076534,0.0002778825],"domain_scores_gemma":[0.99905574,0.000029826591,0.00029449878,0.00030544464,0.00003819716,0.000276272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030159843,0.00009965283,0.000111624184,0.00002292389,0.00037913187,0.000033823882,0.00040457724,0.00007028631,0.00044286478],"category_scores_gemma":[0.00019011027,0.00007041609,0.000046329493,0.00030740027,0.0009670997,0.0003647519,0.000050373037,0.00007958994,0.0000038113906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009314907,0.0004886269,0.71897084,0.000065683555,0.00024785535,0.000013689042,0.0012033518,0.000011197207,0.020912541,0.17806357,0.039020643,0.040908862],"study_design_scores_gemma":[0.00037037284,0.0005219491,0.6511655,0.000016687556,0.000030465664,0.000014142794,0.0009991588,0.00017946871,0.032606572,0.0014012874,0.3124289,0.00026549856],"about_ca_topic_score_codex":0.22118701,"about_ca_topic_score_gemma":0.99643934,"teacher_disagreement_score":0.77525234,"about_ca_system_score_codex":0.00054059405,"about_ca_system_score_gemma":0.0031591393,"threshold_uncertainty_score":0.78399915},"labels":[],"label_agreement":null},{"id":"W4230403539","doi":"10.32920/ryerson.14644668.v1","title":"Managing threats to small drinking water systems in Ontario : a risk based approach","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Water safety; Environmental planning; Risk management; Risk assessment; Risk analysis (engineering); Safe Drinking Water Act; Economic Justice; Environmental resource management; Environmental health; Environmental science; Computer security; Computer science; Water quality; Political science; Medicine; Law; Finance","score_opus":0.030978122255302724,"score_gpt":0.24404023956525606,"score_spread":0.21306211730995334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230403539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90544206,0.000028377071,0.011101515,0.000101372774,0.0003757814,0.00088856014,0.0000033559004,0.00005123559,0.08200773],"genre_scores_gemma":[0.9837156,0.000017384653,0.00788257,0.00033135494,0.000033744138,0.00020720874,0.00012585445,0.000041472416,0.007644831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973148,0.00019085903,0.00040902878,0.0009325699,0.00050105056,0.0006517],"domain_scores_gemma":[0.99907434,0.00002150594,0.00009436954,0.0005778139,0.0000028389268,0.0002291258],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053061097,0.00040974762,0.00047553107,0.00008171045,0.00014026067,0.0003065219,0.0004852525,0.00026605395,0.0026812875],"category_scores_gemma":[0.0000042771244,0.00032810753,0.00015540587,0.00010060909,0.00005698347,0.00012530199,0.002476731,0.0008924892,0.00022885244],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009546434,0.00025269247,0.714068,0.000038396018,0.00003461722,0.000049225295,0.0048129847,0.27787656,0.0006087516,0.0000040212526,0.000023080867,0.002222097],"study_design_scores_gemma":[0.00082264084,0.00007052094,0.96704704,0.0003839823,0.00010766556,0.0000053054046,0.0035648518,0.02366594,0.0012463442,0.0007580194,0.000838278,0.0014893917],"about_ca_topic_score_codex":0.58090544,"about_ca_topic_score_gemma":0.4552804,"teacher_disagreement_score":0.25421062,"about_ca_system_score_codex":0.0031406456,"about_ca_system_score_gemma":0.000039315615,"threshold_uncertainty_score":0.9999171},"labels":[],"label_agreement":null},{"id":"W4231585382","doi":"10.1002/ieam.1361","title":"Learned discourses: Timely scientific opinions","year":2012,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Citation; Library science; Operations research; Psychology; Computer science; Engineering","score_opus":0.01710184982844029,"score_gpt":0.3005500650450283,"score_spread":0.28344821521658803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231585382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9118975,0.00018383557,0.0011823375,0.00063066924,0.00093087944,0.0009774708,0.00008205676,0.0001363551,0.08397891],"genre_scores_gemma":[0.98254305,0.00043357073,0.004128115,0.000327804,0.000073107156,0.00013892712,0.00039084852,0.00004634284,0.011918231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972854,0.00012023035,0.00036530982,0.0006061479,0.00074185705,0.0008810083],"domain_scores_gemma":[0.99895614,0.00002735441,0.00013100682,0.00041116678,0.0000012765422,0.00047307828],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004892667,0.00042541538,0.00026900382,0.000091821734,0.0007011342,0.0002090812,0.00032007377,0.00010286512,0.006244607],"category_scores_gemma":[0.000002332626,0.00036762003,0.000114028764,0.00024974137,0.0008062034,0.0010771829,0.00087158044,0.0002740784,0.0014065567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003495093,0.0023404285,0.88084245,0.000030984742,0.00027201307,0.000021685382,0.0011335453,0.00010401766,0.009399238,0.0042627137,0.0166642,0.08489377],"study_design_scores_gemma":[0.00086317316,0.00012808235,0.81025016,0.000029264209,0.00013385013,0.000012316079,0.0038019514,0.00028810982,0.00042720526,0.00059192843,0.18283582,0.0006381166],"about_ca_topic_score_codex":0.00009647651,"about_ca_topic_score_gemma":0.000016756852,"teacher_disagreement_score":0.16617161,"about_ca_system_score_codex":0.00085389294,"about_ca_system_score_gemma":0.000006898945,"threshold_uncertainty_score":0.9998776},"labels":[],"label_agreement":null},{"id":"W4231984984","doi":"10.32920/ryerson.14645139","title":"Municipal progress in conformity to Greenbelt legislation : challenges in implementation and to Greenbelt integrity","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conformity; Legislation; Environmental planning; Business; Enthusiasm; Planner; Plan (archaeology); Process (computing); Politics; Public administration; Political science; Geography; Law; Computer science","score_opus":0.06882761476640531,"score_gpt":0.370843189112174,"score_spread":0.3020155743457687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231984984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905326,0.00017726005,0.00009524818,0.0027732248,0.00014057278,0.0013729121,0.000023831164,0.00002589281,0.0048584742],"genre_scores_gemma":[0.99639076,0.0004181736,0.0023024958,0.00037549098,0.00003209408,0.00025599138,0.00009161735,0.00001951645,0.00011385142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976523,0.00018283696,0.00050023856,0.00072287093,0.00048322807,0.00045853178],"domain_scores_gemma":[0.9992589,0.000029171144,0.000113937196,0.00034304275,0.000007036399,0.00024791123],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006817034,0.0003234309,0.00039768088,0.00013592205,0.000066167326,0.00010109515,0.00028367908,0.00026424517,0.0008127896],"category_scores_gemma":[0.000019891062,0.00032832316,0.000054398904,0.00023141477,0.00010142573,0.00040208586,0.0022862703,0.00059753703,0.000042557775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002047953,0.00016033607,0.727905,0.000028891116,0.0000099776025,0.000012669091,0.015067464,0.00016808083,0.0000880161,0.00005661911,0.00002523545,0.25645727],"study_design_scores_gemma":[0.00044026962,0.00011345748,0.9886132,0.00009278109,0.000008646048,0.000001703975,0.009167956,0.00035857802,0.00020175305,0.00037082736,0.00026221294,0.00036863395],"about_ca_topic_score_codex":0.027373128,"about_ca_topic_score_gemma":0.30290693,"teacher_disagreement_score":0.2755338,"about_ca_system_score_codex":0.000977063,"about_ca_system_score_gemma":0.000026864785,"threshold_uncertainty_score":0.9999169},"labels":[],"label_agreement":null},{"id":"W4232371192","doi":"10.1111/capa.12368","title":"Issue Information","year":2021,"lang":"en","type":"paratext","venue":"Canadian Public Administration","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Government of Canada","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science; Internet privacy","score_opus":0.012645832825243446,"score_gpt":0.26177391654148385,"score_spread":0.2491280837162404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232371192","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034121408,0.00006938394,0.0001654529,0.013757974,0.0032198473,0.00040251727,0.0006059336,0.00002068321,0.97834605],"genre_scores_gemma":[0.62730306,0.0001230932,0.00022758896,0.004459261,0.00054927124,0.00007133799,0.014521243,0.00003198747,0.35271317],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985025,0.000064494976,0.00031980494,0.00024949602,0.00038846378,0.00047522003],"domain_scores_gemma":[0.9987264,0.000011611959,0.00017472175,0.00028571507,0.000014110059,0.0007874131],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011710366,0.0002466226,0.00019873891,0.00009505661,0.00031422067,0.00044499617,0.00025830074,0.0004265893,0.20264983],"category_scores_gemma":[0.000045331737,0.0002806754,0.000079003956,0.00027091708,0.000119083496,0.001368831,0.00006651354,0.00029005422,0.0960468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011365017,0.000019697207,0.0004475516,0.000012723633,0.000015647234,0.000007922089,0.0000732134,0.0000024724766,0.000015229269,0.00019071887,0.99048,0.0087336665],"study_design_scores_gemma":[0.000093402276,0.000048719772,0.0013977773,0.000010489327,0.000010591191,0.000008639744,0.0002204452,0.000019360405,0.00006587947,0.000021110813,0.9978137,0.00028990855],"about_ca_topic_score_codex":0.009882177,"about_ca_topic_score_gemma":0.21317543,"teacher_disagreement_score":0.6256329,"about_ca_system_score_codex":0.0021169642,"about_ca_system_score_gemma":0.0012293931,"threshold_uncertainty_score":0.99996454},"labels":[],"label_agreement":null},{"id":"W4232397491","doi":"10.32920/ryerson.14647185.v1","title":"Great Lakes Remedial Action Plans (RAPs): Comparing the Hamilton Harbour and Toronto and Region RAPs as Governance Approaches","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Corporate governance; Remedial education; Government (linguistics); Public administration; Harbour; Political science; Multi-level governance; Diversity (politics); Action (physics); Control (management); Environmental planning; Management; Economics; Geography; Computer science; Law","score_opus":0.06239147304603738,"score_gpt":0.26873144021284734,"score_spread":0.20633996716680997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232397491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9647839,0.00033817624,0.00015218534,0.00044880412,0.0003515626,0.00039702453,0.000007538168,0.000037781476,0.03348305],"genre_scores_gemma":[0.99170023,0.0051097344,0.00024070087,0.00020948902,0.00015755113,0.000041573192,0.000042420346,0.000021566739,0.002476722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983673,0.00012287125,0.00021831914,0.00058649183,0.0004256625,0.00027933635],"domain_scores_gemma":[0.9993098,0.00004760811,0.0001803189,0.00032249332,0.0000018791638,0.00013794538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018715196,0.00030646485,0.00031429544,0.000005832056,0.00031435612,0.00022837617,0.00022238538,0.00022906056,0.00030820322],"category_scores_gemma":[0.000011670368,0.00022940875,0.00007234514,0.000034124834,0.0003710373,0.0004368487,0.0008992884,0.00037261864,0.000010092382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008839307,0.00017707031,0.9659503,0.000086954824,0.00013689547,0.00002645347,0.008600539,0.0002723563,0.0024033699,0.00022464298,0.0018928814,0.020140149],"study_design_scores_gemma":[0.00044346057,0.00006427777,0.988228,0.0000871458,0.00007567214,0.00003627871,0.0051710876,0.0016373526,0.00086369156,0.0003869907,0.002567683,0.00043835578],"about_ca_topic_score_codex":0.011473606,"about_ca_topic_score_gemma":0.066916145,"teacher_disagreement_score":0.05544254,"about_ca_system_score_codex":0.00051185355,"about_ca_system_score_gemma":0.000012799915,"threshold_uncertainty_score":0.9951091},"labels":[],"label_agreement":null},{"id":"W4232487302","doi":"10.32920/ryerson.14646390","title":"Assessing the potential use of Envision in the sustainability certification of road projects with conservation authorities in Ontario","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Certification; Business; Environmental planning; Process (computing); Environmental impact assessment; Sustainable development; Environmental resource management; Engineering; Political science; Management; Geography; Computer science; Economics","score_opus":0.05884669121581051,"score_gpt":0.31445831253234163,"score_spread":0.25561162131653115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232487302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99712235,0.000007470018,0.00046922005,0.0008767614,0.000046687423,0.0009077844,0.0000024826081,0.0000040464392,0.0005631909],"genre_scores_gemma":[0.99880683,0.000011245927,0.00079746736,0.00007347904,0.0000049944906,0.00005242706,0.000048904054,0.0000068377744,0.00019780271],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804455,0.0005115018,0.00043797775,0.0002948117,0.00054488255,0.00016627606],"domain_scores_gemma":[0.9991447,0.00010864066,0.00030424993,0.00040608313,0.000018858993,0.000017481814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084996346,0.00015310627,0.00022837108,0.00003580098,0.00007538458,0.00013439395,0.00025828695,0.00013997352,0.00016685708],"category_scores_gemma":[0.000073666386,0.00008889326,0.000058986083,0.00018664206,0.00039484317,0.00056581566,0.0003907113,0.00044519422,4.1173877e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002590106,0.00040184378,0.9745728,0.00005399398,0.000008987847,0.0000046973087,0.012962335,0.0075324117,0.002064202,0.000038439073,0.00001159105,0.0023228175],"study_design_scores_gemma":[0.00013974104,0.00003820997,0.97125477,0.000077747165,0.000017852586,0.0000010355099,0.02576225,0.0012069807,0.0007827215,0.00061002956,0.00001221336,0.00009643776],"about_ca_topic_score_codex":0.5559207,"about_ca_topic_score_gemma":0.31068832,"teacher_disagreement_score":0.24523243,"about_ca_system_score_codex":0.0011090735,"about_ca_system_score_gemma":0.00022919822,"threshold_uncertainty_score":0.7018898},"labels":[],"label_agreement":null},{"id":"W4232754234","doi":"10.32920/ryerson.14645034.v1","title":"Environmental Impact Assessment for Transportation Corridors Using GIS","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Environmental impact assessment; Geospatial analysis; Environmental planning; Geographic information system; Transport engineering; Environmental resource management; Process (computing); Transportation planning; Impact assessment; Business; Computer science; Geography; Environmental science; Engineering; Cartography; Ecology","score_opus":0.02469798844309547,"score_gpt":0.33446589135838317,"score_spread":0.3097679029152877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232754234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725775,0.000043186006,0.023479208,0.000050955383,0.0006054574,0.0011435974,0.0007283303,0.000056012363,0.0013157685],"genre_scores_gemma":[0.96517926,0.000088012355,0.031521074,0.00020599792,0.000113375245,0.00012875226,0.0021344144,0.00007851388,0.00055058545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972325,0.00008784397,0.0005384073,0.0008617925,0.0006987138,0.0005807541],"domain_scores_gemma":[0.99886745,0.000049955197,0.00032476068,0.00045969564,0.0000034668303,0.00029469348],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023962726,0.00055943686,0.00053869147,0.00004078103,0.0002763487,0.00016281953,0.00035061236,0.0004001624,0.012756253],"category_scores_gemma":[0.0000054916763,0.00053254835,0.0006538674,0.00008242586,0.00021143815,0.00036904347,0.00034001327,0.00044824602,0.000040008283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059127455,0.0013617261,0.77974236,0.000100457306,0.00045736923,0.000041856867,0.0020729215,0.120511584,0.084561095,0.000012473914,0.0017731618,0.009305848],"study_design_scores_gemma":[0.00084775675,0.00018104349,0.9726699,0.000056927085,0.00031212886,0.000004363119,0.0012416156,0.020359263,0.002378195,0.000541649,0.00041502595,0.0009921412],"about_ca_topic_score_codex":0.0019634203,"about_ca_topic_score_gemma":0.00025136056,"teacher_disagreement_score":0.19292751,"about_ca_system_score_codex":0.0027619253,"about_ca_system_score_gemma":0.00008553924,"threshold_uncertainty_score":0.9997126},"labels":[],"label_agreement":null},{"id":"W4232954347","doi":"10.1111/cag.12476","title":"Issue Information / Dans ce numéro","year":2019,"lang":"fr","type":"paratext","venue":"Canadian Geographies / Géographies canadiennes","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Section (typography); Citation; Geographer; Immigration; Refugee; Library science; Political science; Computer science; World Wide Web; Geography; Cartography; Law; Operating system","score_opus":0.005664175988809688,"score_gpt":0.20445538292617002,"score_spread":0.19879120693736033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232954347","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30628058,0.004673261,0.00002816016,0.0032585342,0.037698798,0.002913775,0.010528646,0.00013031079,0.6344879],"genre_scores_gemma":[0.6457414,0.033074018,0.0004730055,0.008751672,0.0024368202,0.0004946578,0.008053766,0.00043727088,0.30053738],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99189657,0.00033036806,0.0013772335,0.0013011604,0.0011101435,0.003984512],"domain_scores_gemma":[0.99340904,0.00018271992,0.0007730881,0.0014846624,0.00008268074,0.004067792],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.00040702516,0.0018162818,0.0014003436,0.0034221504,0.0020955587,0.00077148253,0.0020299018,0.0015775267,0.08156662],"category_scores_gemma":[0.00008070493,0.002062397,0.0010581947,0.0059425416,0.0054053417,0.003043333,0.0004116192,0.0013368247,0.07134735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026873855,0.00008421066,0.2067484,0.00035790127,0.000572871,0.00007577359,0.007207,0.0007701617,0.0000801457,0.0008320637,0.76565045,0.017594153],"study_design_scores_gemma":[0.00052342546,0.00031244673,0.1745079,0.00023926153,0.00019561192,0.000046822912,0.02504259,0.0000485747,0.00003774179,0.00033929653,0.79676324,0.0019430767],"about_ca_topic_score_codex":0.9508243,"about_ca_topic_score_gemma":0.98754954,"teacher_disagreement_score":0.33946082,"about_ca_system_score_codex":0.0028002877,"about_ca_system_score_gemma":0.0005920311,"threshold_uncertainty_score":0.9997186},"labels":[],"label_agreement":null},{"id":"W4232964150","doi":"10.3763/cpol.2007.0718","title":"Structured decision-making to link climate change and sustainable development","year":2007,"lang":"en","type":"article","venue":"Climate Policy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Structuring; Sustainability; Climate change; Sustainable development; Adaptation (eye); Relevance (law); Environmental resource management; Decision support system; Climate change adaptation; Business; Environmental planning; Computer science; Management science; Risk analysis (engineering); Environmental economics; Political science; Economics; Environmental science","score_opus":0.01814980474012473,"score_gpt":0.3267468641794262,"score_spread":0.3085970594393015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232964150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824512,0.000031059808,0.00027222303,0.00041157706,0.00008082897,0.0004267398,0.000010008218,0.00005033613,0.016266055],"genre_scores_gemma":[0.9888637,0.000107790635,0.008433506,0.0021894427,0.00021590113,0.000022624767,0.000004890001,0.000027835571,0.00013430163],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99788886,0.000020799309,0.00027509546,0.000324355,0.0003060479,0.00118484],"domain_scores_gemma":[0.999339,0.00006166294,0.000076488934,0.00018570613,0.0000047838785,0.00033238248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058948516,0.00020248788,0.0001765119,0.0001098078,0.00055250985,0.00007910875,0.00018612166,0.00009150394,0.00041983539],"category_scores_gemma":[0.000061372135,0.00018598147,0.000032616892,0.0003462126,0.000098561526,0.00031620287,0.0011463946,0.00010384,0.00040998965],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010376203,0.00008369471,0.335005,0.00005369209,0.00001428585,0.00009979403,0.010768594,0.00003194795,0.0021952023,0.0028849381,0.00020430218,0.6485548],"study_design_scores_gemma":[0.0002318032,0.000054765977,0.98392683,0.00003974871,0.0000064042806,0.000008647926,0.0014645957,0.000013773252,0.0005578307,0.0017389792,0.011685301,0.00027130268],"about_ca_topic_score_codex":0.0002521964,"about_ca_topic_score_gemma":0.00021823448,"teacher_disagreement_score":0.64892185,"about_ca_system_score_codex":0.000694171,"about_ca_system_score_gemma":0.000011252157,"threshold_uncertainty_score":0.7584104},"labels":[],"label_agreement":null},{"id":"W4232964870","doi":"10.32920/ryerson.14644317","title":"Evaluation of sustainability assessment tools for road construction projects applied on an asphalt road rehabilitation project in Germany","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sustainability; Transport engineering; German; Rehabilitation; Sustainable development; Business; Engineering; Political science; Geography","score_opus":0.04556968871643684,"score_gpt":0.3837365612308282,"score_spread":0.33816687251439137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232964870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97753847,0.0000071047957,0.0007079408,0.00013653164,0.00025449222,0.009616384,0.00003788517,0.000036896687,0.011664324],"genre_scores_gemma":[0.9800359,0.000010141743,0.016456634,0.000046999143,0.000043425774,0.0029798243,0.0003583035,0.000028531767,0.000040223615],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952324,0.0009166032,0.00079913915,0.0010092116,0.0016581609,0.0003844529],"domain_scores_gemma":[0.9984759,0.0001714394,0.00050143606,0.0006376894,0.00012996745,0.00008357503],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004674865,0.00036745798,0.00052839407,0.00012570643,0.00011428164,0.00012580915,0.00025033226,0.00038038188,0.00042236166],"category_scores_gemma":[0.0005060877,0.00036159295,0.00017479417,0.00026221757,0.00029433033,0.000647228,0.00039708504,0.00039693405,0.000003058472],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002479215,0.00387536,0.06443968,0.00055689615,0.00010933524,0.0000014887668,0.0075059813,0.045483638,0.007665181,0.0008969868,0.000050401628,0.86916715],"study_design_scores_gemma":[0.0016387864,0.0006984865,0.9473628,0.00007885688,0.00015900945,7.067384e-7,0.020943323,0.018326908,0.0012008223,0.009097018,0.000020117044,0.0004731946],"about_ca_topic_score_codex":0.0031088179,"about_ca_topic_score_gemma":0.0010443472,"teacher_disagreement_score":0.88292307,"about_ca_system_score_codex":0.0063230614,"about_ca_system_score_gemma":0.00073768455,"threshold_uncertainty_score":0.9998836},"labels":[],"label_agreement":null},{"id":"W4233047439","doi":"10.1515/iupac.79.1219","title":"Environmental Health Criteria Documents","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Chemical nomenclature; Computer science; Multidisciplinary approach; Hazard; CAS Registry Number; Toxicology; Library science; Data science; Medicine; Chemistry; Biology; Philosophy; Linguistics; Sociology; Social science","score_opus":0.0116527299580971,"score_gpt":0.411795519594801,"score_spread":0.4001427896367039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233047439","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021908677,0.0002372254,0.000034213772,0.0010843978,0.0008913749,0.0005755265,0.99463797,0.000053990254,0.0002944403],"genre_scores_gemma":[0.00097642036,0.0025501484,0.000088674584,0.0022136362,0.0004857758,0.000032043674,0.9917402,0.00007231912,0.0018407716],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949463,0.00025270152,0.0007356335,0.00090151356,0.0021436391,0.0010202085],"domain_scores_gemma":[0.9979264,0.000042094667,0.00050891546,0.00088823115,0.0000042710712,0.00063010317],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006087219,0.0007387748,0.0007961704,0.00007702938,0.00040036516,0.00009827443,0.0007789155,0.00036901634,0.11259774],"category_scores_gemma":[0.000042702482,0.0005962289,0.00025320516,0.000119565986,0.00057393214,0.00040670598,0.0010260247,0.0005003181,0.0002171155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004852087,0.0006206334,0.0007131236,0.000028501989,0.000069312955,0.0000358373,0.00004914654,0.0000010300549,0.0001299376,4.5767405e-7,0.9893972,0.008906247],"study_design_scores_gemma":[0.0009545839,0.00040602536,0.0042333407,0.00012567341,0.000047250523,0.000012613223,0.00005112606,0.0000012905072,0.000019089632,0.00022993637,0.99327123,0.00064785755],"about_ca_topic_score_codex":0.0010197201,"about_ca_topic_score_gemma":0.00059273513,"teacher_disagreement_score":0.112380624,"about_ca_system_score_codex":0.0047835927,"about_ca_system_score_gemma":0.00012965401,"threshold_uncertainty_score":0.9996489},"labels":[],"label_agreement":null},{"id":"W4233121605","doi":"10.1080/14486563.2006.10648687","title":"Setting High Standards for Environmental Practice","year":2006,"lang":"en","type":"article","venue":"Australasian Journal of Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Project commissioning; Business; Environmental resource management; Environmental planning; Engineering ethics; Political science; Engineering; Environmental science; Publishing; Law","score_opus":0.004477714784242296,"score_gpt":0.2524814981640328,"score_spread":0.2480037833797905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233121605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9475833,0.00020283209,0.0043085804,0.0013695318,0.00065094355,0.0013862416,0.00038879344,0.00003802693,0.044071753],"genre_scores_gemma":[0.9739088,0.00016646435,0.020555113,0.00035235973,0.00029662222,0.00002711138,0.000048938102,0.00006257397,0.0045820586],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99647444,0.0001208643,0.00091232394,0.00040879758,0.0014243276,0.0006592159],"domain_scores_gemma":[0.99857116,0.0000948114,0.0007915429,0.00029477428,0.0000036109582,0.00024412255],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009439361,0.00040290417,0.00037625254,0.00009257036,0.00031477286,0.000086746615,0.00047815836,0.00011666311,0.0030438416],"category_scores_gemma":[0.000015829008,0.0003866104,0.000312753,0.00010187667,0.0003737945,0.0010773434,0.00030395814,0.0002742541,0.00016075814],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021116731,0.012382678,0.3129495,0.00022702118,0.0020724875,0.0020085003,0.0014548211,0.018151296,0.10936318,0.0031820284,0.14662708,0.3894697],"study_design_scores_gemma":[0.0050473064,0.0014167075,0.6629192,0.000071603965,0.0006925394,0.00029129512,0.0049234172,0.000044376393,0.0046048798,0.0032012644,0.31585366,0.0009337165],"about_ca_topic_score_codex":0.000025330497,"about_ca_topic_score_gemma":0.0000039490956,"teacher_disagreement_score":0.388536,"about_ca_system_score_codex":0.0017952151,"about_ca_system_score_gemma":0.000010314964,"threshold_uncertainty_score":0.99985856},"labels":[],"label_agreement":null},{"id":"W4233305262","doi":"10.32920/ryerson.14639931","title":"The Effect of Standardization in Multicriteria Decision Analysis on Health Policy Outcomes","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Standardization; Multiple-criteria decision analysis; Decision analysis; Ranking (information retrieval); Prioritization; Geographic information system; Socioeconomic status; Neighbourhood (mathematics); Population health; Computer science; Population; Operations research; Management science; Geography; Environmental health; Medicine; Statistics; Engineering; Mathematics; Cartography","score_opus":0.009058801357641769,"score_gpt":0.3716245372806234,"score_spread":0.36256573592298164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233305262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942964,0.000034084518,0.0026798637,0.00093167444,0.00014345947,0.00043249724,0.00003456311,0.000009946452,0.0014375156],"genre_scores_gemma":[0.99858326,0.0003054501,0.00062800257,0.00019616281,0.000011640616,0.000019871706,0.00005901877,0.000010752086,0.00018586952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800426,0.00040581558,0.00043389562,0.00032659154,0.0005918741,0.00023757419],"domain_scores_gemma":[0.9988913,0.00037531042,0.00021925525,0.00042937885,0.0000026816579,0.00008208088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008142317,0.0002011312,0.00054204726,0.00010610276,0.000122036414,0.00007097567,0.00024814557,0.00011262092,0.00038837484],"category_scores_gemma":[0.0001734656,0.00012133803,0.00025888506,0.000490977,0.000106043066,0.00006070323,0.00070833554,0.00020210445,0.000012193345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045837638,0.00008008119,0.9197784,0.000016672342,0.00015037098,0.0000015974317,0.00050274824,0.036744583,0.00012649647,0.000013642467,0.00007168801,0.042467892],"study_design_scores_gemma":[0.00035783183,0.00015814521,0.9971297,0.0000414016,0.000052921576,6.690841e-8,0.00015050585,0.0010115341,0.0007364387,0.00016216525,0.00008258036,0.0001167549],"about_ca_topic_score_codex":0.011788499,"about_ca_topic_score_gemma":0.0068155546,"teacher_disagreement_score":0.077351265,"about_ca_system_score_codex":0.0011473594,"about_ca_system_score_gemma":0.000031338015,"threshold_uncertainty_score":0.9947921},"labels":[],"label_agreement":null},{"id":"W4233561576","doi":"10.24124/2000/bpgub119","title":"Effectiveness of British Columbia's environmental assessment policy for First Nations' participation in mine development","year":2000,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Proclamation; Political science; Best practice; Environmental impact assessment; Public administration; Economic growth; Law; Economics","score_opus":0.006851242504001782,"score_gpt":0.30061138537649984,"score_spread":0.2937601428724981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233561576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795533,0.000025173347,0.000043005093,0.000007954614,0.00012290699,0.0016171465,0.00017799027,0.000017286326,0.01843527],"genre_scores_gemma":[0.97984093,0.00015723752,0.0012302097,0.000016956516,0.000027468319,0.0010400752,0.002960454,0.00004689403,0.014679745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978333,0.00011228642,0.00063000264,0.000485728,0.00054290413,0.00039578986],"domain_scores_gemma":[0.99922633,0.00024395186,0.00024424633,0.00016847499,0.000003875978,0.000113091424],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038523984,0.00022994279,0.0004295612,0.0000951879,0.00024933874,0.00006575451,0.00021351065,0.0002565113,0.0034968336],"category_scores_gemma":[0.00003151072,0.00036432105,0.00012367041,0.00026682782,0.00009734274,0.00024631937,0.000055972094,0.00014009824,0.00004630605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028403805,0.0045731007,0.92296904,0.0010979282,0.00016995565,0.000009742872,0.0016182915,0.0015999976,0.006627585,0.000031148156,0.0007525998,0.060266543],"study_design_scores_gemma":[0.0010887461,0.00012576288,0.9951132,0.00027871935,0.00003281871,8.647247e-7,0.00036645384,0.0000665628,0.0010267586,0.00021945534,0.0013177712,0.00036287066],"about_ca_topic_score_codex":0.024106076,"about_ca_topic_score_gemma":0.41598237,"teacher_disagreement_score":0.3918763,"about_ca_system_score_codex":0.0020781928,"about_ca_system_score_gemma":0.00010610087,"threshold_uncertainty_score":0.99988085},"labels":[],"label_agreement":null},{"id":"W4234011927","doi":"10.3138/jcs.39.2.156","title":"The Harmonization Accord: Stakeholder Influence on the Canada-Wide Standard for Dioxins and Furans","year":2005,"lang":"en","type":"article","venue":"Journal of Canadian Studies","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Harmonization; Stakeholder; Public administration; Public participation; Government (linguistics); Political science; Accountability; Environmental policy; Business; Environmental resource management; Economics; Law","score_opus":0.035635322346142584,"score_gpt":0.2636042052984806,"score_spread":0.22796888295233803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234011927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96254194,0.00049365,0.000015580375,0.035767514,0.00011564436,0.00015658494,0.000033458382,0.0000011625071,0.0008744423],"genre_scores_gemma":[0.995466,0.0012137162,0.00007842821,0.0028059874,0.000067582136,0.000005218679,2.478241e-7,0.000006470668,0.00035636566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992098,0.000032290118,0.00018483005,0.00006440048,0.00029595682,0.00021269587],"domain_scores_gemma":[0.9993586,0.00027890896,0.00012445037,0.00006950165,0.000022158396,0.00014637363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003033525,0.000083635925,0.000109277986,0.000025771833,0.0007143144,0.00004490279,0.0001410574,0.000016950016,0.000025622094],"category_scores_gemma":[0.00020189527,0.000044517637,0.00002715374,0.00010388625,0.00018425913,0.00016148137,0.00002437176,0.00009963988,0.0000016655986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015666995,0.00004050475,0.51763916,0.000013134694,0.000573087,0.000032158434,0.0080415765,0.006348178,0.0008489281,0.0010469989,0.38911885,0.07614077],"study_design_scores_gemma":[0.00029589498,0.00014083856,0.5590654,0.00002136864,0.000034236786,0.000005579848,0.006483148,0.00001351235,0.0004074044,0.00034688596,0.43307996,0.00010579117],"about_ca_topic_score_codex":0.22101526,"about_ca_topic_score_gemma":0.98325217,"teacher_disagreement_score":0.7622369,"about_ca_system_score_codex":0.00094416214,"about_ca_system_score_gemma":0.00013657517,"threshold_uncertainty_score":0.78417206},"labels":[],"label_agreement":null},{"id":"W4234307617","doi":"10.32920/ryerson.14645034","title":"Environmental Impact Assessment for Transportation Corridors Using GIS","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Environmental impact assessment; Geospatial analysis; Geographic information system; Environmental planning; Process (computing); Environmental resource management; Transport engineering; Transportation planning; Impact assessment; Business; Computer science; Geography; Environmental science; Engineering; Cartography; Ecology","score_opus":0.02469798844309547,"score_gpt":0.33446589135838317,"score_spread":0.3097679029152877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234307617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725775,0.000043186006,0.023479208,0.000050955383,0.0006054574,0.0011435974,0.0007283303,0.000056012363,0.0013157685],"genre_scores_gemma":[0.96517926,0.000088012355,0.031521074,0.00020599792,0.000113375245,0.00012875226,0.0021344144,0.00007851388,0.00055058545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972325,0.00008784397,0.0005384073,0.0008617925,0.0006987138,0.0005807541],"domain_scores_gemma":[0.99886745,0.000049955197,0.00032476068,0.00045969564,0.0000034668303,0.00029469348],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023962726,0.00055943686,0.00053869147,0.00004078103,0.0002763487,0.00016281953,0.00035061236,0.0004001624,0.012756253],"category_scores_gemma":[0.0000054916763,0.00053254835,0.0006538674,0.00008242586,0.00021143815,0.00036904347,0.00034001327,0.00044824602,0.000040008283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059127455,0.0013617261,0.77974236,0.000100457306,0.00045736923,0.000041856867,0.0020729215,0.120511584,0.084561095,0.000012473914,0.0017731618,0.009305848],"study_design_scores_gemma":[0.00084775675,0.00018104349,0.9726699,0.000056927085,0.00031212886,0.000004363119,0.0012416156,0.020359263,0.002378195,0.000541649,0.00041502595,0.0009921412],"about_ca_topic_score_codex":0.0019634203,"about_ca_topic_score_gemma":0.00025136056,"teacher_disagreement_score":0.19292751,"about_ca_system_score_codex":0.0027619253,"about_ca_system_score_gemma":0.00008553924,"threshold_uncertainty_score":0.9997126},"labels":[],"label_agreement":null},{"id":"W4234396660","doi":"10.1897/1551-3793(2007)3[458:ld]2.0.co;2","title":"Learned Discourses","year":2007,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Library science; Citation; Sociology; Computer science","score_opus":0.010705158944509727,"score_gpt":0.29427417258522204,"score_spread":0.2835690136407123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234396660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8517983,0.00005733994,0.0050623654,0.00034832724,0.00024009842,0.0006036024,0.000015539596,0.00010489184,0.14176954],"genre_scores_gemma":[0.9854418,0.00083024806,0.0059370683,0.000581175,0.000042387204,0.00003888616,0.00007981738,0.000039489667,0.0070091533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977188,0.000053154825,0.00037798888,0.00058521365,0.0006193396,0.0006454728],"domain_scores_gemma":[0.9992579,0.000035754823,0.000116986295,0.00028963486,9.4703137e-7,0.00029878278],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005214201,0.00037226552,0.00023719495,0.000075700984,0.00032689064,0.00008269212,0.00025452525,0.00009980371,0.004034274],"category_scores_gemma":[0.0000017248625,0.00032132133,0.000089937945,0.00017580912,0.00046933873,0.00041876337,0.0006073213,0.0002504882,0.00047804363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000829275,0.0010693531,0.65119696,0.000022420787,0.00021882153,0.0002073809,0.000417876,0.000085460255,0.017652761,0.0027839243,0.0036058894,0.3226562],"study_design_scores_gemma":[0.0009220671,0.00018457977,0.93393594,0.000020729369,0.00008584333,0.000013001457,0.0037088885,0.0001489522,0.000905044,0.0011700034,0.058390267,0.0005146655],"about_ca_topic_score_codex":0.00015668408,"about_ca_topic_score_gemma":0.00008397915,"teacher_disagreement_score":0.32214153,"about_ca_system_score_codex":0.00079189334,"about_ca_system_score_gemma":0.000003585043,"threshold_uncertainty_score":0.9999239},"labels":[],"label_agreement":null},{"id":"W4234509944","doi":"10.32920/ryerson.14648199","title":"A capacity assessment and legislative review of the Clean Water Act in Ontario : past, present and future","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; A&L Canada Laboratories (Canada)","funders":"Natural Resources Canada; Ministry of Education, India; U.S. Geological Survey; Ontario Ministry of Health and Long-Term Care; U.S. Department of Agriculture; U.S. Environmental Protection Agency","keywords":"Legislation; Clean Water Act; Legislature; Consistency (knowledge bases); Environmental planning; Business; Government (linguistics); Capacity building; Distribution (mathematics); Local government; Politics; Environmental resource management; Public administration; Political science; Environmental science; Water quality; Law","score_opus":0.023459080506435574,"score_gpt":0.27969470043522476,"score_spread":0.2562356199287892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234509944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9592604,0.00042630662,0.0000088468,0.0042392183,0.00017008171,0.0007959801,0.000009120335,0.0000050954127,0.035084926],"genre_scores_gemma":[0.9923748,0.0045385566,0.0008052137,0.0006905774,0.000087987544,0.000045285284,0.000022412223,0.000013494058,0.0014216744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834514,0.0002417352,0.00032257673,0.0004264627,0.00042739284,0.00023670295],"domain_scores_gemma":[0.9994032,0.000020490987,0.00013340198,0.00034860722,0.0000043265427,0.000089990564],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034986265,0.0002497739,0.00041787126,0.000012488488,0.00007641973,0.000041737116,0.00020368349,0.00014848087,0.0027407247],"category_scores_gemma":[0.0000016876345,0.00014103486,0.00010029241,0.000047345522,0.00029408242,0.00015805096,0.0025452585,0.00068769336,0.000002118417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004328982,0.00020312701,0.9831853,0.0005918682,0.000056284665,0.0000053466288,0.0068032113,0.000019517409,0.00051980774,0.000014986541,0.0005678117,0.008028434],"study_design_scores_gemma":[0.00017484697,0.000026514286,0.99134165,0.0008462021,0.000042534026,0.000003048034,0.00054637186,0.000015683549,0.00037791356,0.00024000178,0.0062009636,0.00018427239],"about_ca_topic_score_codex":0.07948995,"about_ca_topic_score_gemma":0.08996821,"teacher_disagreement_score":0.03366325,"about_ca_system_score_codex":0.00072250905,"about_ca_system_score_gemma":0.000042462507,"threshold_uncertainty_score":0.9981709},"labels":[],"label_agreement":null},{"id":"W4234686075","doi":"10.17345/rcda1030","title":"Retour vers le passé: Le principe de précaution et la régulation des substances toxiques au Canada","year":2010,"lang":"fr","type":"article","venue":"Revista Catalana de Dret Ambiental","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.006581072727340529,"score_gpt":0.254111383325676,"score_spread":0.24753031059833547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234686075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98633385,0.0004043034,0.00022624386,0.0013548174,0.00043632637,0.00033051873,0.0002893825,0.000039838644,0.010584697],"genre_scores_gemma":[0.99567884,0.0004203942,0.0008263249,0.00026511736,0.00017710948,0.000020891042,0.00030568216,0.00004309759,0.0022625534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975032,0.000353671,0.00036337855,0.00044888142,0.00053414184,0.0007966794],"domain_scores_gemma":[0.99893343,0.00008946187,0.00022443532,0.00031143188,0.000010281239,0.00043096778],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008111106,0.00032230705,0.0002769367,0.000032545926,0.00055174786,0.00021279388,0.00033317588,0.0002438121,0.0004290123],"category_scores_gemma":[0.00007938058,0.00037172157,0.00012507637,0.00021416308,0.0008833747,0.0009233715,0.0001635318,0.000507636,0.00005452177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039208448,0.0003928536,0.8823941,0.00013945282,0.00005633856,0.000107425476,0.003474581,0.00016230381,0.09018058,0.014308614,0.0018582949,0.0068862657],"study_design_scores_gemma":[0.000489887,0.00007045499,0.93669224,0.00013392398,0.00005211201,0.00009173305,0.0015092411,0.00040469077,0.015005363,0.00072181184,0.04435899,0.0004695664],"about_ca_topic_score_codex":0.80574524,"about_ca_topic_score_gemma":0.84818727,"teacher_disagreement_score":0.07517522,"about_ca_system_score_codex":0.0037496698,"about_ca_system_score_gemma":0.0012845941,"threshold_uncertainty_score":0.99987346},"labels":[],"label_agreement":null},{"id":"W4235148742","doi":"10.7287/peerj.preprints.27348","title":"Evaluation of criteria for meaningful Aboriginal consultation in Canada during environmental assessment","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Legislation; Government (linguistics); Scope (computer science); Political science; Flexibility (engineering); Duty; Environmental impact assessment; Business; Public relations; Environmental planning; Public administration; Public economics; Law; Geography; Economics","score_opus":0.026448402153369143,"score_gpt":0.35855971986395685,"score_spread":0.3321113177105877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235148742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98987806,0.0000144716305,0.0001471276,0.000050354283,0.0004517943,0.001308571,0.00024270968,0.000008696215,0.007898197],"genre_scores_gemma":[0.9961108,0.000032092797,0.003233438,0.000044268367,0.000060066977,0.0002056427,0.00019208134,0.000026684073,0.000094943534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969221,0.00021950869,0.0005430637,0.00049349084,0.0014960086,0.0003258677],"domain_scores_gemma":[0.99921113,0.000055823188,0.0003577829,0.0002603575,0.000015352349,0.00009956443],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010963961,0.00027425645,0.00033216644,0.000043897453,0.00009632246,0.000025239899,0.00025975547,0.00013278004,0.006402162],"category_scores_gemma":[0.000030710773,0.00028658903,0.00007282704,0.00006263417,0.00015143675,0.00016973855,0.00031788857,0.00019705624,0.000013019885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013043446,0.00071897317,0.88646775,0.00020128838,0.00021332761,0.000006697046,0.0030592305,0.015861759,0.08394092,0.000051654788,0.001363939,0.007984006],"study_design_scores_gemma":[0.0016183171,0.000062924766,0.96373093,0.000060798684,0.00015748055,0.00000124217,0.0012847813,0.02732734,0.0038945612,0.0013465426,0.00014901301,0.00036609388],"about_ca_topic_score_codex":0.5935694,"about_ca_topic_score_gemma":0.63819575,"teacher_disagreement_score":0.08004636,"about_ca_system_score_codex":0.010343624,"about_ca_system_score_gemma":0.00062488357,"threshold_uncertainty_score":0.99995863},"labels":[],"label_agreement":null},{"id":"W4235433643","doi":"10.32920/ryerson.14644710","title":"Transit-Oriented Development: Removing Barriers And Realizing Goals Through LEED-ND","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Smart growth; Transit-oriented development; Urban sprawl; Context (archaeology); Transit (satellite); Sustainable development; Face (sociological concept); Process management; Business; Sustainability; Transport engineering; Architectural engineering; Computer science; Urban planning; Political science; Engineering; Public transport; Civil engineering; Sociology; Geography","score_opus":0.017352225799959625,"score_gpt":0.26950656009886614,"score_spread":0.25215433429890655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235433643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9060569,0.00029376836,0.006814915,0.0002759961,0.00031725896,0.00041926638,0.000015059774,0.00010356192,0.085703276],"genre_scores_gemma":[0.9668322,0.00042676285,0.028671943,0.0008923903,0.000055095818,0.000036070047,0.00013158687,0.000054886328,0.002899042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973345,0.0001297836,0.00048408908,0.00089281035,0.0006119868,0.0005468529],"domain_scores_gemma":[0.9990571,0.00003798594,0.00016884167,0.00037407686,0.000005584276,0.00035638665],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003031772,0.00045673066,0.0004700762,0.000027218288,0.00047000663,0.00018707609,0.00028370562,0.00037210016,0.004099513],"category_scores_gemma":[0.0000365902,0.00045102794,0.000118456854,0.00014993557,0.0003069302,0.00047397736,0.0015518314,0.0005399031,0.00005639378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011233162,0.0006918106,0.73217154,0.00078761886,0.0012841774,0.0007265234,0.1254635,0.0035802678,0.06986679,0.0012181944,0.0068384605,0.057258785],"study_design_scores_gemma":[0.0035258909,0.00019204516,0.77613175,0.0015372765,0.00057016703,0.00012452617,0.072672635,0.0011801583,0.068600304,0.0052034096,0.0636818,0.0065800347],"about_ca_topic_score_codex":0.001668389,"about_ca_topic_score_gemma":0.000638293,"teacher_disagreement_score":0.08280424,"about_ca_system_score_codex":0.0006461078,"about_ca_system_score_gemma":0.00007568659,"threshold_uncertainty_score":0.9997941},"labels":[],"label_agreement":null},{"id":"W4235827930","doi":"10.32920/ryerson.14639931.v1","title":"The Effect of Standardization in Multicriteria Decision Analysis on Health Policy Outcomes","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Standardization; Multiple-criteria decision analysis; Decision analysis; Ranking (information retrieval); Prioritization; Geographic information system; Socioeconomic status; Neighbourhood (mathematics); Population health; Computer science; Population; Operations research; Management science; Geography; Environmental health; Medicine; Statistics; Engineering; Mathematics; Cartography","score_opus":0.009058801357641769,"score_gpt":0.3716245372806234,"score_spread":0.36256573592298164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235827930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942964,0.000034084518,0.0026798637,0.00093167444,0.00014345947,0.00043249724,0.00003456311,0.000009946452,0.0014375156],"genre_scores_gemma":[0.99858326,0.0003054501,0.00062800257,0.00019616281,0.000011640616,0.000019871706,0.00005901877,0.000010752086,0.00018586952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800426,0.00040581558,0.00043389562,0.00032659154,0.0005918741,0.00023757419],"domain_scores_gemma":[0.9988913,0.00037531042,0.00021925525,0.00042937885,0.0000026816579,0.00008208088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008142317,0.0002011312,0.00054204726,0.00010610276,0.000122036414,0.00007097567,0.00024814557,0.00011262092,0.00038837484],"category_scores_gemma":[0.0001734656,0.00012133803,0.00025888506,0.000490977,0.000106043066,0.00006070323,0.00070833554,0.00020210445,0.000012193345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045837638,0.00008008119,0.9197784,0.000016672342,0.00015037098,0.0000015974317,0.00050274824,0.036744583,0.00012649647,0.000013642467,0.00007168801,0.042467892],"study_design_scores_gemma":[0.00035783183,0.00015814521,0.9971297,0.0000414016,0.000052921576,6.690841e-8,0.00015050585,0.0010115341,0.0007364387,0.00016216525,0.00008258036,0.0001167549],"about_ca_topic_score_codex":0.011788499,"about_ca_topic_score_gemma":0.0068155546,"teacher_disagreement_score":0.077351265,"about_ca_system_score_codex":0.0011473594,"about_ca_system_score_gemma":0.000031338015,"threshold_uncertainty_score":0.9947921},"labels":[],"label_agreement":null},{"id":"W4235875767","doi":"10.4095/328428","title":"Canada in a changing climate: national issues report, climate disclosure, litigation and finance [infographic]","year":2021,"lang":"en","type":"report","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Infographic; Finance; Accounting; Business; Geography; Computer science; Data mining","score_opus":0.014528275996011523,"score_gpt":0.29230418390556473,"score_spread":0.2777759079095532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235875767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6022336,0.0012276158,0.0000067264223,0.0010258247,0.00081841456,0.0005701655,0.00043878343,0.000038495407,0.39364037],"genre_scores_gemma":[0.9522542,0.022149641,0.0006355915,0.0005102394,0.00023889777,0.00010215607,0.0013150547,0.000053986958,0.022740275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965836,0.000055445722,0.00056451483,0.0005600366,0.001591206,0.0006451973],"domain_scores_gemma":[0.99932414,0.00003897812,0.0003381471,0.00019389462,0.000020957801,0.000083907165],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009580585,0.00029722138,0.00038403136,0.000113883434,0.00023866339,0.00007819996,0.00011994316,0.00019804432,0.0007179602],"category_scores_gemma":[0.00008995268,0.00028982823,0.00007080867,0.00053036417,0.00014317216,0.00029760067,0.000505246,0.00027888385,0.000008340824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006967414,0.00014050656,0.9693726,0.00018545057,0.000045921024,0.001161807,0.00036073176,0.00016937661,0.00009308748,0.00038841096,0.024102489,0.003972662],"study_design_scores_gemma":[0.0002459328,0.000024847543,0.8370917,0.00030446547,0.0000289424,0.00022567535,0.00062642683,0.00013387059,0.00012625325,0.00030148355,0.16022901,0.000661433],"about_ca_topic_score_codex":0.5026459,"about_ca_topic_score_gemma":0.73923916,"teacher_disagreement_score":0.3709001,"about_ca_system_score_codex":0.0016302121,"about_ca_system_score_gemma":0.0004597503,"threshold_uncertainty_score":0.9999554},"labels":[],"label_agreement":null},{"id":"W4236062760","doi":"10.32920/ryerson.14663631","title":"Human Health Risk Assessment of Ambient Air in a Dispute Over Petrochemical Emissions","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Toronto Metropolitan University","funders":"","keywords":"Risk assessment; Health risk assessment; Context (archaeology); Environmental planning; Indigenous; Risk management; Health impact assessment; Population; Population health; Environmental health; Environmental resource management; Human health; Risk analysis (engineering); Business; Environmental science; Geography; Public health; Medicine; Computer science; Archaeology","score_opus":0.014941591542462749,"score_gpt":0.3499219763171438,"score_spread":0.334980384774681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236062760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98639035,0.00003589779,0.00054758275,0.0003737501,0.00016153246,0.0004396431,0.000068808076,0.00002694733,0.011955504],"genre_scores_gemma":[0.99366283,0.00020163938,0.004550168,0.0003917047,0.000032308217,0.000051294905,0.00015810113,0.00002780807,0.00092414377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969956,0.00028795036,0.00072704145,0.0007065233,0.00080170773,0.00048116053],"domain_scores_gemma":[0.9985829,0.000031632335,0.00047419174,0.00057260937,0.000004111466,0.00033453107],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047198965,0.0003420407,0.0006394585,0.000053561387,0.0001446521,0.000033719014,0.00040872072,0.00025273528,0.005185589],"category_scores_gemma":[0.000019405401,0.0003153329,0.00026206646,0.00017888693,0.00022116878,0.00012814818,0.002834184,0.000985004,0.000012288756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028172058,0.0014346136,0.9783654,0.00007299829,0.000045232504,0.000011696823,0.00094071,0.0021693173,0.0147147635,0.00004568229,0.0015270291,0.0006697444],"study_design_scores_gemma":[0.00040276736,0.00007825993,0.99630976,0.00016448165,0.000019958732,8.389339e-7,0.00050931337,0.0006558827,0.0009279882,0.00047003338,0.00016418709,0.00029653456],"about_ca_topic_score_codex":0.0126011055,"about_ca_topic_score_gemma":0.0021633282,"teacher_disagreement_score":0.01794436,"about_ca_system_score_codex":0.0019407094,"about_ca_system_score_gemma":0.00011251262,"threshold_uncertainty_score":0.9999299},"labels":[],"label_agreement":null},{"id":"W4236734422","doi":"10.32920/ryerson.14648199.v1","title":"A capacity assessment and legislative review of the Clean Water Act in Ontario : past, present and future","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; A&L Canada Laboratories (Canada)","funders":"Natural Resources Canada; Ministry of Education, India; U.S. Geological Survey; Ontario Ministry of Health and Long-Term Care; U.S. Department of Agriculture; U.S. Environmental Protection Agency","keywords":"Legislation; Clean Water Act; Legislature; Consistency (knowledge bases); Environmental planning; Business; Government (linguistics); Distribution (mathematics); Capacity building; Local government; Politics; Environmental resource management; Public administration; Environmental protection; Political science; Geography; Environmental science; Water quality; Law","score_opus":0.023459080506435574,"score_gpt":0.27969470043522476,"score_spread":0.2562356199287892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236734422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9592604,0.00042630662,0.0000088468,0.0042392183,0.00017008171,0.0007959801,0.000009120335,0.0000050954127,0.035084926],"genre_scores_gemma":[0.9923748,0.0045385566,0.0008052137,0.0006905774,0.000087987544,0.000045285284,0.000022412223,0.000013494058,0.0014216744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834514,0.0002417352,0.00032257673,0.0004264627,0.00042739284,0.00023670295],"domain_scores_gemma":[0.9994032,0.000020490987,0.00013340198,0.00034860722,0.0000043265427,0.000089990564],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034986265,0.0002497739,0.00041787126,0.000012488488,0.00007641973,0.000041737116,0.00020368349,0.00014848087,0.0027407247],"category_scores_gemma":[0.0000016876345,0.00014103486,0.00010029241,0.000047345522,0.00029408242,0.00015805096,0.0025452585,0.00068769336,0.000002118417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004328982,0.00020312701,0.9831853,0.0005918682,0.000056284665,0.0000053466288,0.0068032113,0.000019517409,0.00051980774,0.000014986541,0.0005678117,0.008028434],"study_design_scores_gemma":[0.00017484697,0.000026514286,0.99134165,0.0008462021,0.000042534026,0.000003048034,0.00054637186,0.000015683549,0.00037791356,0.00024000178,0.0062009636,0.00018427239],"about_ca_topic_score_codex":0.07948995,"about_ca_topic_score_gemma":0.08996821,"teacher_disagreement_score":0.03366325,"about_ca_system_score_codex":0.00072250905,"about_ca_system_score_gemma":0.000042462507,"threshold_uncertainty_score":0.9981709},"labels":[],"label_agreement":null},{"id":"W4236759690","doi":"10.32920/ryerson.14644317.v1","title":"Evaluation of sustainability assessment tools for road construction projects applied on an asphalt road rehabilitation project in Germany","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sustainability; German; Transport engineering; Sustainable development; Business; Engineering; Engineering management; Environmental planning; Environmental science; Political science; Geography","score_opus":0.04556968871643684,"score_gpt":0.3837365612308282,"score_spread":0.33816687251439137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236759690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97753847,0.0000071047957,0.0007079408,0.00013653164,0.00025449222,0.009616384,0.00003788517,0.000036896687,0.011664324],"genre_scores_gemma":[0.9800359,0.000010141743,0.016456634,0.000046999143,0.000043425774,0.0029798243,0.0003583035,0.000028531767,0.000040223615],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952324,0.0009166032,0.00079913915,0.0010092116,0.0016581609,0.0003844529],"domain_scores_gemma":[0.9984759,0.0001714394,0.00050143606,0.0006376894,0.00012996745,0.00008357503],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004674865,0.00036745798,0.00052839407,0.00012570643,0.00011428164,0.00012580915,0.00025033226,0.00038038188,0.00042236166],"category_scores_gemma":[0.0005060877,0.00036159295,0.00017479417,0.00026221757,0.00029433033,0.000647228,0.00039708504,0.00039693405,0.000003058472],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002479215,0.00387536,0.06443968,0.00055689615,0.00010933524,0.0000014887668,0.0075059813,0.045483638,0.007665181,0.0008969868,0.000050401628,0.86916715],"study_design_scores_gemma":[0.0016387864,0.0006984865,0.9473628,0.00007885688,0.00015900945,7.067384e-7,0.020943323,0.018326908,0.0012008223,0.009097018,0.000020117044,0.0004731946],"about_ca_topic_score_codex":0.0031088179,"about_ca_topic_score_gemma":0.0010443472,"teacher_disagreement_score":0.88292307,"about_ca_system_score_codex":0.0063230614,"about_ca_system_score_gemma":0.00073768455,"threshold_uncertainty_score":0.9998836},"labels":[],"label_agreement":null},{"id":"W4237346192","doi":"10.4324/9780429504181-6","title":"Integrated water resource management and British Columbia’s Okanagan Basin Water Board","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Structural basin; Water resource management; Environmental science; Geology; Computer science; Geomorphology","score_opus":0.008165597495061967,"score_gpt":0.19708802557010333,"score_spread":0.18892242807504137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237346192","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07868917,0.000017137098,0.000015826961,0.00015243744,0.00013089397,0.00052790856,0.000040115883,0.000088015346,0.9203385],"genre_scores_gemma":[0.021376371,0.00016431951,0.00056064886,0.0013809561,0.00009378232,0.000016652126,0.00025631208,0.00009617382,0.9760548],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976582,0.00003527246,0.00036961504,0.0007594371,0.0005576652,0.0006198193],"domain_scores_gemma":[0.9992883,0.000007844774,0.000057630255,0.00037316323,0.000004420143,0.00026863575],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021647538,0.00036794582,0.00040441414,0.000029358547,0.0003110371,0.0005073149,0.0003159134,0.00034130795,0.15305907],"category_scores_gemma":[9.82935e-7,0.00034211914,0.00012685182,0.000016215108,0.0007533497,0.0002078932,0.0011566932,0.0002910124,0.0053207353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040937255,0.00019400941,0.0101818545,0.000092004826,0.0005177303,0.00061493035,0.0012680159,0.0000023007206,0.00077902887,0.00015725427,0.9206504,0.065501526],"study_design_scores_gemma":[0.00039924588,0.00011158232,0.0071016285,0.000085833366,0.00011134108,0.000021934928,0.00019942303,0.0000043784094,0.00021342548,0.0058899564,0.985198,0.00066321174],"about_ca_topic_score_codex":0.014191822,"about_ca_topic_score_gemma":0.02217091,"teacher_disagreement_score":0.14773834,"about_ca_system_score_codex":0.00041800953,"about_ca_system_score_gemma":0.0000022203726,"threshold_uncertainty_score":0.9999031},"labels":[],"label_agreement":null},{"id":"W4237614537","doi":"10.1115/icem2009-16102","title":"Gunnar Uranium Mine Environmental Remediation: Northern Saskatchewan","year":2009,"lang":"en","type":"article","venue":"ASME 2009 12th International Conference on Environmental Remediation and Radioactive Waste Management, Volume 2","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saskatchewan Research Council (Canada)","funders":"","keywords":"Tailings; Uranium mine; Environmental remediation; Mining engineering; Uranium ore; Uranium; Land reclamation; Mill; Environmental science; Radioactive waste; Shore; Environmental protection; Geology; Waste management; Archaeology; Engineering; Geography; Contamination","score_opus":0.011380945577994786,"score_gpt":0.24093632953220495,"score_spread":0.22955538395421016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237614537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9100679,0.000067285946,0.0011270579,0.0033091349,0.00075288466,0.0010598868,0.00025845418,0.00010181268,0.0832556],"genre_scores_gemma":[0.9788776,0.0011124065,0.0010726579,0.0016555821,0.00031804264,0.000047706446,0.00060412055,0.000044017685,0.01626785],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9963163,0.00012592522,0.00058409764,0.00095565733,0.0014260774,0.00059193914],"domain_scores_gemma":[0.99876004,0.000031826985,0.0004169711,0.00040020008,0.000005324386,0.00038561318],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002845085,0.00056963146,0.00035550486,0.00016952316,0.00037249044,0.00014339443,0.0005261914,0.00018426127,0.009937512],"category_scores_gemma":[0.000012612783,0.000579868,0.0001570065,0.00014541503,0.00041954382,0.0009331065,0.00026858403,0.0003696943,0.0017261811],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010932215,0.005130116,0.38386154,0.000030032927,0.0010170863,0.00028500168,0.006665268,0.0022075775,0.10022659,0.0015742896,0.011669148,0.48624012],"study_design_scores_gemma":[0.003956559,0.0011541204,0.93698025,0.000058937043,0.00018576773,0.000035041478,0.012968631,0.007698518,0.00262366,0.0017721495,0.03105096,0.0015153782],"about_ca_topic_score_codex":0.00006190477,"about_ca_topic_score_gemma":0.000064061234,"teacher_disagreement_score":0.5531187,"about_ca_system_score_codex":0.0012483272,"about_ca_system_score_gemma":0.000011688096,"threshold_uncertainty_score":0.99966526},"labels":[],"label_agreement":null},{"id":"W4237623673","doi":"10.1002/pop4.82","title":"Issue Information","year":2015,"lang":"en","type":"paratext","venue":"Poverty & Public Policy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science; Internet privacy","score_opus":0.01868312850476852,"score_gpt":0.2984156768708943,"score_spread":0.2797325483661258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237623673","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007197805,0.00010249709,0.000070052396,0.005604619,0.0016785059,0.00034175537,0.00045897727,0.00005441465,0.9909694],"genre_scores_gemma":[0.025328804,0.0009299028,0.00023519048,0.03363271,0.0027384483,0.00010432711,0.003039359,0.000087054104,0.93390423],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974469,0.00009510885,0.0004170079,0.00028916803,0.0009852209,0.00076658186],"domain_scores_gemma":[0.9985867,0.000019710318,0.00031302916,0.0004705745,0.000013711785,0.00059627846],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026526797,0.00041182214,0.00037977012,0.00016026768,0.00019585465,0.00030021547,0.0006684215,0.0004447179,0.063543454],"category_scores_gemma":[0.00013324872,0.00036851034,0.00014428803,0.00049648725,0.000207045,0.0023471524,0.0007739798,0.00041610058,0.35316986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040349296,0.00006921846,0.0004070488,0.00001293777,0.000027453518,5.131394e-7,0.00039946695,0.000022866592,0.00002055067,0.000082733546,0.97393745,0.025015699],"study_design_scores_gemma":[0.00031484134,0.00005463252,0.0024138445,0.000011319567,0.0000127035955,0.0000038078583,0.00008113795,0.000031373656,0.000022425102,0.00036493404,0.9962839,0.00040507718],"about_ca_topic_score_codex":0.010938456,"about_ca_topic_score_gemma":0.00008938456,"teacher_disagreement_score":0.2896264,"about_ca_system_score_codex":0.0025999008,"about_ca_system_score_gemma":0.0002932409,"threshold_uncertainty_score":0.9998767},"labels":[],"label_agreement":null},{"id":"W4237924950","doi":"10.32920/14655051","title":"Windmills and Landfills: Framing Controversial Environmental Policies as a Risk to Human Health and Conflict Expansion Strategies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Western University","funders":"","keywords":"Framing (construction); Incentive; Political science; Public policy; Scholarship; Public relations; Business; Economics; Engineering; Law","score_opus":0.014086739875676248,"score_gpt":0.3060589059069488,"score_spread":0.2919721660312725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237924950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932172,0.0005169929,0.00013276696,0.0004451304,0.00012597404,0.00069084234,0.0001328867,0.000045276814,0.0046929466],"genre_scores_gemma":[0.9929853,0.003204634,0.00067719945,0.002189834,0.00008647143,0.000028211203,0.00013031105,0.000034717083,0.0006633225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976081,0.00019849071,0.00037509305,0.00078546396,0.0005138102,0.0005190099],"domain_scores_gemma":[0.99873364,0.000064128064,0.00023148865,0.0003139491,0.0000016264781,0.00065518613],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024240666,0.00044920045,0.000563066,0.000052026317,0.0005797202,0.0003950974,0.00018934987,0.000259469,0.0011742021],"category_scores_gemma":[0.000018607492,0.0004229037,0.000091218055,0.000051612315,0.0004257026,0.00031813973,0.0021854208,0.00050129695,0.000049070408],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010883658,0.0006664313,0.8356275,0.0001605595,0.0003376189,0.00006671396,0.084073745,0.00088769384,0.055902388,0.00027626767,0.002093743,0.019798514],"study_design_scores_gemma":[0.0015906837,0.0010370737,0.8979092,0.000199261,0.000093280185,0.000028048484,0.090724654,0.000122829,0.0014335898,0.0011213054,0.0045146807,0.0012253801],"about_ca_topic_score_codex":0.026883991,"about_ca_topic_score_gemma":0.0013286673,"teacher_disagreement_score":0.062281728,"about_ca_system_score_codex":0.00047082218,"about_ca_system_score_gemma":0.00005301989,"threshold_uncertainty_score":0.99982226},"labels":[],"label_agreement":null},{"id":"W4238910475","doi":"10.1139/l00-062","title":"Choosing a \"best\" Canadian environmental management strategy","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Command and control; Incentive; Control (management); Environmental law; Environmental compliance; Business; Risk analysis (engineering); Pollution prevention; Resource (disambiguation); Environmental management system; Environmental pollution; Environmental economics; Computer science; Engineering; Economics; Law; Political science; Environmental protection; Management","score_opus":0.007587394723720043,"score_gpt":0.19481430484426737,"score_spread":0.18722691012054732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238910475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90311867,0.00040486726,0.00067170104,0.00021849542,0.00054034137,0.00016895421,0.000018035513,0.000010277752,0.09484864],"genre_scores_gemma":[0.998408,0.000118773736,0.00025410575,0.00016228906,0.00010989489,0.000002301635,0.0000034723498,0.000029772578,0.0009113571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865556,0.000016718188,0.00028663827,0.00014146641,0.0002649498,0.00063469406],"domain_scores_gemma":[0.9982137,0.00000929405,0.00008249015,0.00013558815,0.0000022358613,0.0015566791],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001757532,0.00018639755,0.00017221383,0.00020731128,0.00017840222,0.000077568875,0.0002919548,0.00007377735,0.006480795],"category_scores_gemma":[0.000007341958,0.00019901244,0.000094211755,0.0001805254,0.00007350862,0.0004009099,0.000025570569,0.00023987195,0.00022439535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015506932,0.00012420218,0.66585976,0.00003082101,0.00032218808,0.007056303,0.001767443,0.2683403,0.0051812613,0.00029222484,0.008069507,0.04294051],"study_design_scores_gemma":[0.0010871348,0.00026597313,0.7514381,0.00016916233,0.0001205145,0.0009501222,0.0015644887,0.0021692493,0.0001751178,0.0003458981,0.24080066,0.0009136094],"about_ca_topic_score_codex":0.07674556,"about_ca_topic_score_gemma":0.75439835,"teacher_disagreement_score":0.6776528,"about_ca_system_score_codex":0.0019385056,"about_ca_system_score_gemma":0.00009412466,"threshold_uncertainty_score":0.99442744},"labels":[],"label_agreement":null},{"id":"W4239129207","doi":"10.3138/9781442668034-014","title":"12. Government Science and Policy Advice: Evidence-based Policymaking at the Ontario Ministry of Natural Resources and Its Implications for the Practice of Policy Analysis","year":2017,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Advice (programming); Public administration; Government (linguistics); Natural resource; Political science; Policy analysis; Natural (archaeology); Law; Computer science; Geography; Philosophy","score_opus":0.03028872030198974,"score_gpt":0.2961114360391467,"score_spread":0.26582271573715693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239129207","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052524325,0.002046644,0.000022607144,0.0017167915,0.000039295464,0.0011457609,0.00055788836,0.000010144637,0.94193655],"genre_scores_gemma":[0.7453966,0.00050797255,0.00015170948,0.00010580741,0.00003088404,0.0000014256744,0.0000025582026,0.000009280693,0.25379372],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987232,0.000029314733,0.00017223314,0.00029211777,0.00060447474,0.00017867962],"domain_scores_gemma":[0.998066,0.00044326915,0.000854565,0.00050912314,0.00003988845,0.00008715178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035684556,0.00016936344,0.00027078265,0.000022998884,0.00083943986,0.000032087577,0.0007474284,0.00009353856,0.000062743566],"category_scores_gemma":[0.00014632655,0.00013067474,0.00013511047,0.000005308156,0.0021784916,0.0003343284,0.0010126074,0.00010390668,2.3153673e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058583366,0.0009337591,0.09603282,0.0015669196,0.015054149,0.000019514175,0.42736596,0.0017706981,0.08633883,0.1743788,0.004105558,0.18657465],"study_design_scores_gemma":[0.00089353806,0.00032157658,0.47421187,0.0002825436,0.0040946626,0.00000549553,0.0013031577,0.00034706845,0.0014067177,0.00030513012,0.5163304,0.00049781456],"about_ca_topic_score_codex":0.57085156,"about_ca_topic_score_gemma":0.3008996,"teacher_disagreement_score":0.6928723,"about_ca_system_score_codex":0.001957883,"about_ca_system_score_gemma":0.0001531194,"threshold_uncertainty_score":0.80267423},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.005910982313127601,"score_gpt":0.2530996601293404,"score_spread":0.2471886778162128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239692891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96688336,0.000078214274,0.000031556243,0.00075163366,0.00007431036,0.00017894738,0.0000040934974,0.0000025728953,0.031995334],"genre_scores_gemma":[0.98916507,0.0027613272,0.0017566856,0.0006984761,0.000047213704,0.000014137291,0.0000059135687,0.000018789728,0.0055323904],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977009,0.00010024535,0.0007194834,0.00025022187,0.00084065704,0.00038843325],"domain_scores_gemma":[0.9991907,0.00010520614,0.00034951957,0.00015008094,0.0000015549219,0.0002029414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026121066,0.0002673917,0.00037376294,0.0001246807,0.00011839701,0.0000192552,0.00025100363,0.0000531106,0.0008484132],"category_scores_gemma":[0.000004541771,0.00024339612,0.000078455305,0.00017330996,0.00018674257,0.00036664275,0.00023034558,0.00019120131,0.000009934932],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029358035,0.0027684371,0.25255227,0.0004591304,0.00072538084,0.0005140167,0.0038772656,0.0065011205,0.0035765541,0.0014404951,0.002045839,0.7252459],"study_design_scores_gemma":[0.0019699903,0.0001921784,0.94890153,0.00017463633,0.000060689068,0.000022401404,0.00048368715,0.000108492524,0.00060333166,0.0005458863,0.046626333,0.00031085376],"about_ca_topic_score_codex":0.056723677,"about_ca_topic_score_gemma":0.027277952,"teacher_disagreement_score":0.72493505,"about_ca_system_score_codex":0.0017299423,"about_ca_system_score_gemma":0.000061123625,"threshold_uncertainty_score":0.99254054},"labels":[],"label_agreement":null},{"id":"W4239852588","doi":"10.1002/cjs.11463","title":"Issue Information","year":2019,"lang":"en","type":"paratext","venue":"Canadian Journal of Statistics","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Regina; Concordia University; Simon Fraser University; University of Guelph; Acadia University; York University; Brock University; Université de Sherbrooke; Université du Québec à Montréal; McMaster University; Queen's University; McGill University; University of Waterloo; Carleton University; University of Calgary; Statistics Canada; MacEwan University; Memorial University of Newfoundland; University of Toronto; Dalhousie University; University of Windsor; Fields Institute for Research in Mathematical Sciences; University of Manitoba; University of Northern British Columbia; University of British Columbia; University of Saskatchewan; University of Victoria; Université de Montréal; Université Laval","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science","score_opus":0.009082278252042273,"score_gpt":0.24223778837313523,"score_spread":0.23315551012109295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239852588","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045368895,0.00047399386,0.024203632,0.0005827851,0.028990593,0.00054700894,0.009510914,0.0000038765615,0.9311503],"genre_scores_gemma":[0.11190771,0.0013854072,0.022626596,0.0061444174,0.0020208608,0.000005645525,0.001988854,0.00013696055,0.85378355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885565,0.000035428475,0.00042434016,0.00006518132,0.0003338431,0.00028554726],"domain_scores_gemma":[0.99875015,0.000033610966,0.0005220722,0.000117496,0.000020413496,0.00055623584],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001301215,0.00016444987,0.00026601608,0.00009849835,0.00010011989,0.00009959307,0.00029495166,0.0001732144,0.08254001],"category_scores_gemma":[0.000045340916,0.0001562381,0.00005697883,0.00008321215,0.0001491098,0.0004516342,0.000027542708,0.000384394,0.07836106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022478494,0.000004624063,0.0014510915,0.00002041925,0.000023178767,0.000015933369,0.00045047948,0.00070505065,0.000005029969,0.000023132354,0.9898971,0.007401762],"study_design_scores_gemma":[0.00016710832,0.00011153486,0.004968135,0.00004100262,0.000028792318,0.00001735984,0.00017864704,0.00002158509,0.000009467735,0.00014044232,0.99414283,0.00017309922],"about_ca_topic_score_codex":0.009670481,"about_ca_topic_score_gemma":0.004598235,"teacher_disagreement_score":0.10737082,"about_ca_system_score_codex":0.0009938661,"about_ca_system_score_gemma":0.00048289733,"threshold_uncertainty_score":0.9969242},"labels":[],"label_agreement":null},{"id":"W4239977331","doi":"10.32920/ryerson.14664195","title":"Incorporating cumulative environmental effects of finfish mariculture into Canadian environmental assessment","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mariculture; Environmental science; Ecosystem; Cumulative effects; Environmental impact assessment; Marine ecosystem; Site selection; Environmental protection; Environmental resource management; Fishery; Ecology; Fish <Actinopterygii>; Aquaculture; Biology","score_opus":0.0054466876111081124,"score_gpt":0.24408607927554096,"score_spread":0.23863939166443285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239977331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739118,0.00018081609,0.00026897877,0.00018857648,0.00066424534,0.0013199492,0.00020056652,0.00004553478,0.023219492],"genre_scores_gemma":[0.984641,0.00015409784,0.011286279,0.00056213554,0.00010634696,0.00013691654,0.0014681077,0.00008443561,0.0015606884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954951,0.00034291192,0.0008759699,0.0012097458,0.0012882781,0.0007880278],"domain_scores_gemma":[0.9976061,0.00012757594,0.00068420445,0.0007901479,0.0000033351232,0.00078865164],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029321123,0.00088336226,0.0009061096,0.00010803407,0.00042883385,0.00014510387,0.00074935297,0.0007935773,0.00842653],"category_scores_gemma":[0.000026678843,0.0008581291,0.00044882152,0.00016828363,0.0007132471,0.00047341362,0.0031921682,0.001231361,0.00017357565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000148102,0.0014942465,0.84025705,0.00029055504,0.00055687304,0.00035433742,0.005956783,0.0036402673,0.13671693,0.00006588487,0.0018568473,0.008795418],"study_design_scores_gemma":[0.00087329565,0.0002355178,0.9780698,0.00020948035,0.0002564971,0.000012119184,0.0037945786,0.0017558415,0.011363892,0.0011895113,0.00077233603,0.0014671665],"about_ca_topic_score_codex":0.10652028,"about_ca_topic_score_gemma":0.038231738,"teacher_disagreement_score":0.13781272,"about_ca_system_score_codex":0.005082164,"about_ca_system_score_gemma":0.00018525116,"threshold_uncertainty_score":0.99938697},"labels":[],"label_agreement":null},{"id":"W4240114781","doi":"10.1038/npg.els.0003253","title":"Environmental Impact Assessment","year":2001,"lang":"en","type":"other","venue":"Encyclopedia of Life Sciences","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Environmental impact assessment; Environmental resource management; Impact assessment; Environmental planning; Computer science; Business; Environmental science; Political science","score_opus":0.011042539697970229,"score_gpt":0.2983656891055813,"score_spread":0.28732314940761106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240114781","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02947828,0.00047355943,0.0000708248,0.0000601521,0.00047607374,0.00038185666,0.00011927885,0.00007414078,0.9688658],"genre_scores_gemma":[0.15701722,0.011378436,0.0062315525,0.0003208625,0.0007105641,0.00005076818,0.00007055158,0.000402013,0.823818],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686605,0.00012148497,0.0004425071,0.0006475204,0.0013269314,0.00059549167],"domain_scores_gemma":[0.99866223,0.00005766804,0.00054458744,0.00036867536,8.436935e-7,0.00036596507],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003728226,0.00046428054,0.00054936344,0.00014158053,0.00017597522,0.00002454421,0.0008383862,0.00025900194,0.2004447],"category_scores_gemma":[0.000024463852,0.00037055262,0.00024655284,0.0003623678,0.0016745798,0.00024332479,0.00047013734,0.00024926683,0.0012128917],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023959071,0.00027208848,0.58113915,0.000008654455,0.00004693239,0.0000068991226,0.00011664193,0.00008330597,0.00012736265,0.000012841362,0.41038343,0.0078003155],"study_design_scores_gemma":[0.00039375937,0.00038859464,0.39512753,0.00004158547,0.0000542299,0.0000050464505,0.0003881031,0.000042961685,0.000014683152,0.0002015734,0.6026552,0.00068675197],"about_ca_topic_score_codex":0.0035452766,"about_ca_topic_score_gemma":0.00017289016,"teacher_disagreement_score":0.1992318,"about_ca_system_score_codex":0.0003308347,"about_ca_system_score_gemma":0.00009485035,"threshold_uncertainty_score":0.99987465},"labels":[],"label_agreement":null},{"id":"W4240165386","doi":"10.1515/iupac.79.1221","title":"Environmental Impact Assessment (EIA)","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Chemical nomenclature; Hazard; Multidisciplinary approach; Computer science; Toxicology; Chemistry; Biology; Political science; Philosophy; Linguistics; Law","score_opus":0.010352558480291499,"score_gpt":0.4114801363130669,"score_spread":0.4011275778327754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240165386","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015575053,0.000100108635,0.00006602322,0.00028057248,0.0006272636,0.0005920321,0.9821165,0.00006494672,0.0005774527],"genre_scores_gemma":[0.0068815732,0.0011768247,0.00010663229,0.0004595924,0.00058690284,0.000042635686,0.9895611,0.00009416501,0.0010905722],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941031,0.00022710116,0.00070811,0.0010177839,0.0028479632,0.0010959805],"domain_scores_gemma":[0.99762326,0.00008686557,0.00049432734,0.0011354308,0.0000075576436,0.00065257394],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061054376,0.000980196,0.0008855189,0.00010297387,0.00037044447,0.00011675964,0.00094336265,0.00058875454,0.13840249],"category_scores_gemma":[0.000048493097,0.00072336616,0.0005518061,0.00016598242,0.0007275317,0.0004433136,0.0011622369,0.0008172468,0.00017361963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054176562,0.0009058077,0.0072853747,0.000015099543,0.0001704843,0.00008894237,0.000022639992,0.00001690454,0.00042535842,6.035523e-7,0.98508865,0.0059259906],"study_design_scores_gemma":[0.0010762583,0.00052853144,0.05346423,0.00008067281,0.0001543848,0.000021138238,0.00003580664,0.0000073027054,0.000025107667,0.0001892606,0.94351107,0.00090621994],"about_ca_topic_score_codex":0.0007108209,"about_ca_topic_score_gemma":0.0003784954,"teacher_disagreement_score":0.13822888,"about_ca_system_score_codex":0.0077302796,"about_ca_system_score_gemma":0.00020384918,"threshold_uncertainty_score":0.99952173},"labels":[],"label_agreement":null},{"id":"W4240202930","doi":"10.1142/s146433320200098x","title":"EVALUATION OF CUMULATIVE EFFECTS ASSESSMENT IN<i>FRIENDS OF THE WEST COUNTRY ASSOCIATION</i>v.<i>CANADA</i>AND LAND USE PLANNING ALTERNATIVES","year":2002,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Government (linguistics); Cumulative effects; Context (archaeology); Appeal; Strategic environmental assessment; Environmental impact assessment; Environmental planning; Resource (disambiguation); Sustainability; Public administration; Land-use planning; Impact assessment; Business; Environmental resource management; Land use; Political science; Engineering; Law; Economics; Geography; Civil engineering","score_opus":0.01636279260479895,"score_gpt":0.2997637551403337,"score_spread":0.28340096253553476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240202930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99340653,0.00016738455,0.000035589608,0.0003332332,0.00014122696,0.00045135195,0.000036144425,0.0000017296478,0.0054268036],"genre_scores_gemma":[0.99792373,0.0009838367,0.0004904802,0.00022772148,0.00003704837,0.000012985563,0.000002528968,0.000012804182,0.00030885133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996512,0.00040629393,0.0006425844,0.00020110114,0.0019763282,0.0002616714],"domain_scores_gemma":[0.99847114,0.00023300157,0.0010230931,0.00015936853,0.0000099602885,0.00010340892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001237292,0.0002109373,0.00034724205,0.00009520969,0.00011675725,0.000032219665,0.00020376685,0.000059329635,0.00018236236],"category_scores_gemma":[0.000044412616,0.00016290662,0.00006989394,0.00018169155,0.00020432775,0.0005395674,0.00038603978,0.00024541764,5.914629e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010551681,0.0004702503,0.98840994,0.000042336607,0.0002789521,0.000009203584,0.000760658,0.0036446746,0.0017579118,0.00023914893,0.0001557363,0.004220614],"study_design_scores_gemma":[0.001797464,0.00016523444,0.9938933,0.00012532636,0.0002878877,0.000005541138,0.0005435267,0.0016854913,0.0002690072,0.00037940274,0.0007028982,0.0001448733],"about_ca_topic_score_codex":0.009899164,"about_ca_topic_score_gemma":0.0036946659,"teacher_disagreement_score":0.0062044975,"about_ca_system_score_codex":0.002304504,"about_ca_system_score_gemma":0.00003926945,"threshold_uncertainty_score":0.996694},"labels":[],"label_agreement":null},{"id":"W4240255942","doi":"10.1787/9789264279612-en","title":"OECD Environmental Performance Reviews: Canada 2017","year":2017,"lang":"en","type":"book","venue":"OECD Environmental Performance Reviews","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Business","score_opus":0.02201516001049189,"score_gpt":0.24808918789174178,"score_spread":0.2260740278812499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240255942","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12924893,0.049530823,0.000011927849,0.00020108151,0.003025905,0.0077876574,0.0012218909,0.00014233662,0.8088294],"genre_scores_gemma":[0.028229715,0.356981,0.0002607819,0.0012084742,0.00071129546,0.0004318203,0.0015225465,0.00027015328,0.6103842],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99064535,0.00031970075,0.0024098663,0.002208453,0.0022982582,0.0021183626],"domain_scores_gemma":[0.99271274,0.000061611216,0.0028043294,0.0033287005,0.0000014911967,0.0010911225],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0013458402,0.0024742377,0.0029567815,0.00010361817,0.0021265906,0.00021013472,0.0029988978,0.00088765915,0.042035006],"category_scores_gemma":[0.000017810158,0.0022526663,0.0009415363,0.00004523848,0.0017771737,0.0018963899,0.0022554765,0.001991516,0.06605654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060326132,0.00047403201,0.047904104,0.00081300666,0.00016478871,0.000093031515,0.00025107412,0.00012331156,0.0011122696,0.0000025783295,0.4984364,0.45056507],"study_design_scores_gemma":[0.0006962049,0.00030844618,0.052181054,0.0006466753,0.00033672512,0.00009546357,0.000024325513,0.00018809558,0.00018621911,0.00001601257,0.9429687,0.0023520787],"about_ca_topic_score_codex":0.00494502,"about_ca_topic_score_gemma":0.008765167,"teacher_disagreement_score":0.448213,"about_ca_system_score_codex":0.010809832,"about_ca_system_score_gemma":0.00026874852,"threshold_uncertainty_score":0.9991725},"labels":[],"label_agreement":null},{"id":"W4240690353","doi":"10.7287/peerj.preprints.27470","title":"Decision analysis to support wastewater management in coral reef priority area","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coral reef; Context (archaeology); Reef; Sewage; Pollution; Environmental science; Coral; Quarter (Canadian coin); Marine pollution; Environmental planning; Environmental resource management; Geography; Environmental protection; Fishery; Oceanography; Environmental engineering; Ecology","score_opus":0.02132117787709125,"score_gpt":0.3059583609149736,"score_spread":0.2846371830378823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240690353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93383884,0.000002904256,0.0019711107,0.00013995626,0.00038699157,0.00095913035,0.00003234713,0.00003142002,0.062637284],"genre_scores_gemma":[0.974111,0.000051478393,0.0087714,0.0004946246,0.000019046374,0.000056535388,0.00012902146,0.000022198205,0.016344681],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971505,0.00006723099,0.00049481826,0.0009105693,0.00086096977,0.00051594846],"domain_scores_gemma":[0.9987662,0.000024277047,0.000117523756,0.00084034813,0.000002606564,0.00024908368],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043815203,0.00036510863,0.0005508681,0.00023087696,0.000057274654,0.00009739483,0.0006477121,0.0002425935,0.013539916],"category_scores_gemma":[0.0000060660277,0.0003140453,0.00027933778,0.0005186268,0.000062630985,0.00016041665,0.0046340665,0.0003531497,0.0035231786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004758527,0.00030437336,0.9596285,0.000014899925,0.00027851042,0.000055486733,0.00044401755,0.02403044,0.00016080165,0.000011279239,0.0033241152,0.011699973],"study_design_scores_gemma":[0.00034166453,0.00008902468,0.9945704,0.000022097656,0.00026838583,4.5076507e-7,0.00023454674,0.0009469149,0.00014227544,0.000924218,0.0019891385,0.00047088962],"about_ca_topic_score_codex":0.0021147267,"about_ca_topic_score_gemma":0.0026984708,"teacher_disagreement_score":0.0462926,"about_ca_system_score_codex":0.0012466281,"about_ca_system_score_gemma":0.000009538969,"threshold_uncertainty_score":0.99993116},"labels":[],"label_agreement":null},{"id":"W4240731020","doi":"10.1002/ir.20249","title":"Issue Information","year":2019,"lang":"en","type":"paratext","venue":"New Directions for Institutional Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; World Wide Web; Data science; Library science","score_opus":0.06275533179491569,"score_gpt":0.4105390297229517,"score_spread":0.347783697928036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240731020","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00069863454,0.0001543741,0.0019519584,0.0007607907,0.006465965,0.0014181437,0.00055166916,0.000029560533,0.9879689],"genre_scores_gemma":[0.007111693,0.0006556954,0.00085508183,0.00028119292,0.0011261097,0.0003132309,0.0018845552,0.000025249736,0.9877472],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974865,0.00008358954,0.00030270463,0.00032544782,0.0012542695,0.00054753193],"domain_scores_gemma":[0.9991581,0.00018207631,0.00008857004,0.00028445627,0.000044762688,0.00024206722],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005445431,0.00021436813,0.00021906002,0.00022251032,0.0011056187,0.00016781958,0.000388662,0.00035748477,0.04870163],"category_scores_gemma":[0.00019025925,0.00020969515,0.00016140992,0.0005313469,0.00043639517,0.0010548047,0.00023758961,0.00065380585,0.28886524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029689672,0.00007756604,0.000113452246,0.000033454042,0.000031151074,2.2682623e-7,0.00012211238,0.0021354447,0.00014707974,0.0005006167,0.9727482,0.024060963],"study_design_scores_gemma":[0.00037776452,0.00011012393,0.0014307763,0.00003886013,0.000009427408,0.0000029655746,0.00007404134,0.00008309315,0.00023515396,0.00045201342,0.99697113,0.00021462957],"about_ca_topic_score_codex":0.0036533815,"about_ca_topic_score_gemma":0.00015714375,"teacher_disagreement_score":0.24016361,"about_ca_system_score_codex":0.0021406487,"about_ca_system_score_gemma":0.00047579213,"threshold_uncertainty_score":0.952168},"labels":[],"label_agreement":null},{"id":"W4240900037","doi":"10.32920/ryerson.14647185","title":"Great Lakes Remedial Action Plans (RAPs): Comparing the Hamilton Harbour and Toronto and Region RAPs as Governance Approaches","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Corporate governance; Remedial education; Government (linguistics); Public administration; Multi-level governance; Diversity (politics); Political science; Harbour; Action (physics); Control (management); Management; Economics; Law; Computer science","score_opus":0.06239147304603738,"score_gpt":0.26873144021284734,"score_spread":0.20633996716680997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240900037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9647839,0.00033817624,0.00015218534,0.00044880412,0.0003515626,0.00039702453,0.000007538168,0.000037781476,0.03348305],"genre_scores_gemma":[0.99170023,0.0051097344,0.00024070087,0.00020948902,0.00015755113,0.000041573192,0.000042420346,0.000021566739,0.002476722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983673,0.00012287125,0.00021831914,0.00058649183,0.0004256625,0.00027933635],"domain_scores_gemma":[0.9993098,0.00004760811,0.0001803189,0.00032249332,0.0000018791638,0.00013794538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018715196,0.00030646485,0.00031429544,0.000005832056,0.00031435612,0.00022837617,0.00022238538,0.00022906056,0.00030820322],"category_scores_gemma":[0.000011670368,0.00022940875,0.00007234514,0.000034124834,0.0003710373,0.0004368487,0.0008992884,0.00037261864,0.000010092382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008839307,0.00017707031,0.9659503,0.000086954824,0.00013689547,0.00002645347,0.008600539,0.0002723563,0.0024033699,0.00022464298,0.0018928814,0.020140149],"study_design_scores_gemma":[0.00044346057,0.00006427777,0.988228,0.0000871458,0.00007567214,0.00003627871,0.0051710876,0.0016373526,0.00086369156,0.0003869907,0.002567683,0.00043835578],"about_ca_topic_score_codex":0.011473606,"about_ca_topic_score_gemma":0.066916145,"teacher_disagreement_score":0.05544254,"about_ca_system_score_codex":0.00051185355,"about_ca_system_score_gemma":0.000012799915,"threshold_uncertainty_score":0.9951091},"labels":[],"label_agreement":null},{"id":"W4241002595","doi":"10.31230/osf.io/n2ahd","title":"Environmental governance: A practical framework to guide design, evaluation, and analysis","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"Social Sciences and Humanities Research Council of Canada; Liber Ero Foundation","keywords":"Corporate governance; Scholarship; Environmental governance; Project governance; Frame (networking); Set (abstract data type); Politics; Conceptual framework; Management science; Strategic environmental assessment; Environmental impact assessment; Environmental resource management; Environmental planning; Political science; Business; Computer science; Engineering; Sociology; Economics; Environmental science; Social science","score_opus":0.03660225650253166,"score_gpt":0.37539132976139605,"score_spread":0.33878907325886437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241002595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69827664,0.00013038419,0.26912263,0.0026627257,0.00050799455,0.002662768,0.00017871757,0.00009293835,0.026365213],"genre_scores_gemma":[0.8051731,0.00022402845,0.19029966,0.0016662666,0.00016136977,0.0002035073,0.000061158644,0.000038181613,0.0021727215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99615973,0.00033978172,0.00046785618,0.0010583597,0.0015101692,0.0004640816],"domain_scores_gemma":[0.99841064,0.00017323504,0.0002552295,0.0006926571,0.0000059816653,0.00046223085],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012122577,0.00043030328,0.00047391665,0.000053114316,0.00023105394,0.00015882977,0.00034395646,0.00042988846,0.03457513],"category_scores_gemma":[0.0002774087,0.00039826785,0.00018546455,0.0002994617,0.00039977796,0.00023211454,0.002690325,0.0004597438,0.0015981891],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013849595,0.00115806,0.8675803,0.00002184797,0.002291394,0.00003309515,0.0038772088,0.015696634,0.0020018932,0.00021092505,0.07703996,0.02995019],"study_design_scores_gemma":[0.00024629614,0.00018494744,0.9722944,0.000028475122,0.0017583931,0.000004603481,0.000262103,0.009255615,0.0004869783,0.008818897,0.005881206,0.0007780954],"about_ca_topic_score_codex":0.0004970095,"about_ca_topic_score_gemma":0.00007352798,"teacher_disagreement_score":0.10689649,"about_ca_system_score_codex":0.0016823162,"about_ca_system_score_gemma":0.000048812573,"threshold_uncertainty_score":0.99984694},"labels":[],"label_agreement":null},{"id":"W4241448245","doi":"10.32920/ryerson.14667948.v1","title":"Evaluating the Effectiveness of Ontario’s 2005 Greenbelt Plan at Preserving the Protected Countryside from Urbanization and Non-Renewable Resource Mining","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Urbanization; Urban sprawl; Rural area; Resource (disambiguation); Environmental planning; Agriculture; Land use; Plan (archaeology); Sustainable development; Business; Environmental protection; Geography; Civil engineering; Economic growth","score_opus":0.028358040561228138,"score_gpt":0.28200549296960725,"score_spread":0.2536474524083791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241448245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99079376,0.00010398183,0.00045260953,0.000077116885,0.000090624286,0.0013171582,0.00002551529,0.000018679568,0.0071205385],"genre_scores_gemma":[0.9938153,0.000013553277,0.0015637538,0.000096763186,0.000048245332,0.00014787177,0.00019627713,0.000030181196,0.0040880446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997315,0.0007909137,0.00033048962,0.000532002,0.0007320125,0.00029956913],"domain_scores_gemma":[0.9983492,0.00066537526,0.00032748564,0.00057372404,0.000010892562,0.00007333616],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015111521,0.00027978607,0.00032831868,0.000013366097,0.00051195617,0.00013676351,0.00048425098,0.00019977883,0.0018536514],"category_scores_gemma":[0.00012340194,0.00017698885,0.000071549235,0.00010846091,0.00024127604,0.00015250081,0.0034010026,0.00037823676,0.0000060419366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000171383,0.00009654723,0.82749283,0.00010780198,0.00019765383,0.0000038179514,0.010937927,0.08677139,0.073416375,0.0000017106523,0.00031914836,0.0004834283],"study_design_scores_gemma":[0.00041654994,0.00006675267,0.98103523,0.00035208292,0.00013126998,0.0000020450348,0.0011203011,0.008774638,0.0073559587,0.00030430546,0.00018799993,0.0002528353],"about_ca_topic_score_codex":0.40297607,"about_ca_topic_score_gemma":0.22934304,"teacher_disagreement_score":0.17363301,"about_ca_system_score_codex":0.0012499553,"about_ca_system_score_gemma":0.00010593639,"threshold_uncertainty_score":0.9990588},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.03433499397654988,"score_gpt":0.3192908054852574,"score_spread":0.2849558115087075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241606212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98713285,0.00007916337,0.00005788292,0.00007856243,0.00011413866,0.0011594187,0.000025172272,0.0000077476425,0.011345077],"genre_scores_gemma":[0.9947973,0.0005424477,0.0035994083,0.00029880003,0.00007249143,0.000051211377,0.00001412054,0.00004553117,0.00057871314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956744,0.00039278396,0.001396825,0.00055461464,0.0012891198,0.0006922985],"domain_scores_gemma":[0.9984524,0.00013825983,0.0007524877,0.0003324975,0.0000022690804,0.00032207702],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005618683,0.0005762119,0.0007571657,0.00017509949,0.00035808704,0.00007558799,0.00039142914,0.00010870994,0.0010531066],"category_scores_gemma":[0.0000032657454,0.00052925345,0.000120367615,0.00026681367,0.00028214967,0.00069757283,0.00048102744,0.0004836395,0.000008942051],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026991186,0.013439167,0.8673628,0.0002598381,0.0011968663,0.013066628,0.010436587,0.011926545,0.0033962654,0.0002968258,0.00011187308,0.07823669],"study_design_scores_gemma":[0.007124692,0.0015183802,0.96782404,0.00017751365,0.00026823004,0.0006890041,0.017599402,0.00049760495,0.00013920905,0.0004844926,0.0029008228,0.00077663164],"about_ca_topic_score_codex":0.12163477,"about_ca_topic_score_gemma":0.10730104,"teacher_disagreement_score":0.100461215,"about_ca_system_score_codex":0.004344556,"about_ca_system_score_gemma":0.00012363457,"threshold_uncertainty_score":0.99986005},"labels":[],"label_agreement":null},{"id":"W4242186392","doi":"10.1007/978-94-007-0753-5_101184","title":"Environmental Ascription and Health","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Ascription; Psychology; Epistemology; Philosophy","score_opus":0.019452531364738086,"score_gpt":0.253974851941215,"score_spread":0.2345223205764769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242186392","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017916678,0.00017495609,0.00027180265,0.0005914303,0.00014356544,0.00031773202,0.000026759233,0.000048558726,0.9966335],"genre_scores_gemma":[0.12684356,0.0010796179,0.00045633025,0.002640868,0.00010202691,0.000005367939,0.000072292554,0.000056316956,0.8687436],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865806,0.000017268569,0.0002527367,0.00041617375,0.00039018676,0.0002655802],"domain_scores_gemma":[0.9993525,0.000009389981,0.00016586021,0.00021360778,2.6598335e-7,0.00025835863],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018658311,0.00030609325,0.00029812526,0.000023039138,0.00017962676,0.000029756413,0.000116476825,0.00019473588,0.021510923],"category_scores_gemma":[8.2524684e-7,0.00028550022,0.00007877581,0.0000063926354,0.00031199135,0.000098833596,0.00030894415,0.00022065222,0.0031322623],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002115561,0.0001734183,0.034153692,0.000067110785,0.000163344,0.000018327793,0.00090670015,0.000018965367,0.0015003525,0.050099783,0.13864955,0.7742276],"study_design_scores_gemma":[0.00038424943,0.0003307369,0.09032067,0.000038625658,0.00003341899,0.000017908807,0.00004013748,0.00003887685,0.000021566959,0.013758898,0.8943434,0.0006715652],"about_ca_topic_score_codex":0.00017888079,"about_ca_topic_score_gemma":0.00007971395,"teacher_disagreement_score":0.77355605,"about_ca_system_score_codex":0.0007766282,"about_ca_system_score_gemma":0.0000056906206,"threshold_uncertainty_score":0.9999597},"labels":[],"label_agreement":null},{"id":"W4242200960","doi":"10.1007/978-1-4614-7303-9_13","title":"Monitoring","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Monitoring and evaluation; Plan (archaeology); Process management; Political science; Environmental planning; Engineering; Geography","score_opus":0.01774167459289365,"score_gpt":0.2534794166399083,"score_spread":0.23573774204701464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242200960","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00088868756,0.000019996402,0.00012681822,0.000041823354,0.00026073813,0.0000930494,0.0000022462093,0.000048948474,0.9985177],"genre_scores_gemma":[0.049383756,0.00010189583,0.000450391,0.00014489835,0.00023036497,0.000002802314,0.000004086973,0.0000388392,0.94964296],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909717,0.0000052682685,0.00014097574,0.00023957272,0.00033629188,0.00018070836],"domain_scores_gemma":[0.99958557,0.000015135094,0.00007216253,0.00020628437,7.438923e-7,0.000120131896],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006290157,0.00020731843,0.00017361355,0.000011874431,0.000083464634,0.000020311985,0.00017381246,0.000184807,0.036898963],"category_scores_gemma":[0.0000020503057,0.00018551927,0.00009475122,0.0000067973797,0.00012232405,0.00005432548,0.00024254878,0.00017817566,0.014729669],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023920229,0.0001233226,0.17953649,0.00005191349,0.00029458408,0.00008786297,0.00058429455,0.00013566867,0.0034642618,0.08417744,0.10314358,0.62837666],"study_design_scores_gemma":[0.00017172501,0.000079008336,0.019941205,0.00005847421,0.000045116052,0.0000034935647,0.0000129658265,0.000007909757,0.000451349,0.019229636,0.9593411,0.0006580358],"about_ca_topic_score_codex":0.000055339766,"about_ca_topic_score_gemma":0.000008379243,"teacher_disagreement_score":0.8561975,"about_ca_system_score_codex":0.00027379877,"about_ca_system_score_gemma":0.0000021960157,"threshold_uncertainty_score":0.9860375},"labels":[],"label_agreement":null},{"id":"W4242628489","doi":"10.1002/ieam.160","title":"Learned discourses: Timely scientific opinions","year":2010,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Citation; Library science; Operations research; Sociology; Computer science; Engineering","score_opus":0.010751819071020475,"score_gpt":0.2897159043917143,"score_spread":0.27896408532069383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242628489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9295353,0.000020206966,0.00052839675,0.00083857035,0.0009743049,0.00080549374,0.000077297744,0.00012217868,0.06709821],"genre_scores_gemma":[0.9796876,0.00020318745,0.0063839746,0.00029256815,0.000055315882,0.00013467477,0.00038887016,0.000047169655,0.012806678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733174,0.00007357171,0.00037359342,0.00085438095,0.00073525286,0.00063143304],"domain_scores_gemma":[0.9989529,0.000028743934,0.00013309822,0.00052197697,0.0000018508448,0.0003614209],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040119488,0.00042972827,0.00026644339,0.00009844207,0.00077568524,0.00033058797,0.00043440014,0.00013392289,0.00899721],"category_scores_gemma":[0.0000033923407,0.00037333413,0.000116169,0.00024543094,0.0011925342,0.00064016477,0.00087110506,0.0005399347,0.0010324061],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006761346,0.0029441398,0.57969224,0.000046156205,0.000395519,0.00012909423,0.00097601215,0.00016952255,0.16641477,0.011015464,0.022248602,0.21590085],"study_design_scores_gemma":[0.0013104166,0.00019634064,0.75651413,0.000025799744,0.00013171569,0.000020352898,0.002419597,0.0009813571,0.0010560544,0.002568517,0.23393756,0.000838146],"about_ca_topic_score_codex":0.00013978261,"about_ca_topic_score_gemma":0.00016102749,"teacher_disagreement_score":0.21506271,"about_ca_system_score_codex":0.00036227953,"about_ca_system_score_gemma":0.000011651355,"threshold_uncertainty_score":0.99987185},"labels":[],"label_agreement":null},{"id":"W4242913528","doi":"10.32920/ryerson.14664195.v1","title":"Incorporating cumulative environmental effects of finfish mariculture into Canadian environmental assessment","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mariculture; Environmental science; Ecosystem; Cumulative effects; Environmental impact assessment; Marine ecosystem; Environmental resource management; Site selection; Index (typography); Environmental protection; Fishery; Ecology; Computer science; Fish <Actinopterygii>; Aquaculture; Biology","score_opus":0.0054466876111081124,"score_gpt":0.24408607927554096,"score_spread":0.23863939166443285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242913528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739118,0.00018081609,0.00026897877,0.00018857648,0.00066424534,0.0013199492,0.00020056652,0.00004553478,0.023219492],"genre_scores_gemma":[0.984641,0.00015409784,0.011286279,0.00056213554,0.00010634696,0.00013691654,0.0014681077,0.00008443561,0.0015606884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954951,0.00034291192,0.0008759699,0.0012097458,0.0012882781,0.0007880278],"domain_scores_gemma":[0.9976061,0.00012757594,0.00068420445,0.0007901479,0.0000033351232,0.00078865164],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029321123,0.00088336226,0.0009061096,0.00010803407,0.00042883385,0.00014510387,0.00074935297,0.0007935773,0.00842653],"category_scores_gemma":[0.000026678843,0.0008581291,0.00044882152,0.00016828363,0.0007132471,0.00047341362,0.0031921682,0.001231361,0.00017357565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000148102,0.0014942465,0.84025705,0.00029055504,0.00055687304,0.00035433742,0.005956783,0.0036402673,0.13671693,0.00006588487,0.0018568473,0.008795418],"study_design_scores_gemma":[0.00087329565,0.0002355178,0.9780698,0.00020948035,0.0002564971,0.000012119184,0.0037945786,0.0017558415,0.011363892,0.0011895113,0.00077233603,0.0014671665],"about_ca_topic_score_codex":0.10652028,"about_ca_topic_score_gemma":0.038231738,"teacher_disagreement_score":0.13781272,"about_ca_system_score_codex":0.005082164,"about_ca_system_score_gemma":0.00018525116,"threshold_uncertainty_score":0.99938697},"labels":[],"label_agreement":null},{"id":"W4243093118","doi":"10.1093/eurpub/ckz186.289","title":"Evaluation of the effects of health impact assessment (hia) practice in monteregie","year":2019,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Santé Montérégie","funders":"","keywords":"Health impact assessment; Public health; Political science; Public relations; Public participation; Process (computing); Population; Public administration; Environmental planning; Environmental health; Medicine; Geography; Nursing","score_opus":0.05474058983847096,"score_gpt":0.39763236276416775,"score_spread":0.3428917729256968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243093118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808741,0.00038197046,0.00032592373,0.0052194805,0.00036964088,0.00053970516,0.0000023635087,0.000002258508,0.01228453],"genre_scores_gemma":[0.9986465,0.00021693968,0.0004840085,0.0005556776,0.000026758667,8.36723e-7,8.4680386e-7,0.000015357884,0.000053058313],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9834796,0.013212343,0.0009924228,0.00013995488,0.001819163,0.0003564829],"domain_scores_gemma":[0.997177,0.0002077893,0.002098911,0.00025839213,0.00004956762,0.00020835795],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.035667863,0.00011498434,0.00034397226,0.00006987244,0.000059933805,0.000019651394,0.00037683157,0.00001756718,0.00017011288],"category_scores_gemma":[0.00071752374,0.000076416596,0.00013292086,0.00030292713,0.00008662207,0.00062914967,0.00015484402,0.0003089114,0.000018176694],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011374181,0.0014992675,0.45188257,0.00012882065,0.000110546454,0.0000058150113,0.008405794,0.0015822153,0.002452631,0.000049242153,0.001544306,0.5323274],"study_design_scores_gemma":[0.0013304321,0.0013790213,0.9947484,0.00015244354,0.000013923299,0.000012744495,0.001089519,0.00015433143,0.000036582456,0.00004377116,0.000981573,0.000057233767],"about_ca_topic_score_codex":0.0005235131,"about_ca_topic_score_gemma":0.00002761407,"teacher_disagreement_score":0.5428659,"about_ca_system_score_codex":0.0018513685,"about_ca_system_score_gemma":0.00073288014,"threshold_uncertainty_score":0.99298286},"labels":[],"label_agreement":null},{"id":"W4243534236","doi":"10.1002/ieam.193","title":"Learned Discourses: Timely scientific opinions","year":2011,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Library science; Citation; Operations research; Sociology; Computer science; Engineering","score_opus":0.025982865725132982,"score_gpt":0.28603159015670826,"score_spread":0.2600487244315753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243534236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78357404,0.00006348217,0.0014835144,0.00027439286,0.00060705125,0.001050162,0.000080921716,0.00015916608,0.21270727],"genre_scores_gemma":[0.9788518,0.00040807817,0.007920504,0.00026515438,0.000025120016,0.00014093763,0.00026092428,0.000046811725,0.012080664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739575,0.00010470352,0.0003900952,0.0008327839,0.0006473941,0.00062925764],"domain_scores_gemma":[0.99905795,0.000016151347,0.00013985479,0.0004578491,0.0000016441572,0.0003265477],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033418278,0.00042904954,0.0002724182,0.0001004509,0.0006353202,0.00016296761,0.0004135929,0.00010259824,0.0112948995],"category_scores_gemma":[0.0000017546208,0.00037288002,0.00011718878,0.00024819834,0.0010227571,0.0006695793,0.0008808201,0.00026636204,0.0011303776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013959716,0.004434011,0.769784,0.000058794973,0.00064111565,0.000231712,0.004079696,0.000080355574,0.012163885,0.010114877,0.017578123,0.18069386],"study_design_scores_gemma":[0.0012025553,0.0003296265,0.92747086,0.000042812873,0.00016574273,0.000013953361,0.0055086585,0.00044521308,0.00084669614,0.00347535,0.059690613,0.0008079418],"about_ca_topic_score_codex":0.00025693837,"about_ca_topic_score_gemma":0.000053834843,"teacher_disagreement_score":0.20062661,"about_ca_system_score_codex":0.0006128179,"about_ca_system_score_gemma":0.000009164751,"threshold_uncertainty_score":0.9998723},"labels":[],"label_agreement":null},{"id":"W4243537016","doi":"10.32920/ryerson.14646342","title":"Best practices for Strategic Environmental Assessment and application to the Ontario Long-Term Energy Plan","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Strategic environmental assessment; Sustainability; Business; Environmental resource management; Environmental impact assessment; Resource (disambiguation); Strategic planning; Best practice; Plan (archaeology); Process (computing); Environmental planning; Environmental economics; Energy planning; Energy consumption; Process management; Renewable energy; Engineering; Environmental science; Economics; Computer science; Political science; Geography; Marketing; Management","score_opus":0.049473244435968795,"score_gpt":0.3355820746028734,"score_spread":0.28610883016690464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243537016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9743711,0.00008174348,0.009500608,0.0008716058,0.0002494842,0.0013057439,0.000079539364,0.000024059354,0.013516158],"genre_scores_gemma":[0.9859364,0.0002419086,0.0034352597,0.0008126525,0.0001341312,0.00084400567,0.00067115435,0.00003578843,0.007888706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779963,0.000096115444,0.00033303228,0.00086112675,0.0005253164,0.00038475115],"domain_scores_gemma":[0.9986714,0.00009205642,0.00043458803,0.0005527172,0.0000026192388,0.00024660322],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027223083,0.00038909464,0.0002993949,0.000022190237,0.00038619776,0.00037153243,0.0004619477,0.0002391678,0.0018058852],"category_scores_gemma":[0.0000040585182,0.0003026669,0.00011729932,0.00004753369,0.00016727972,0.00024553345,0.0016814151,0.00038096192,0.000057101617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006404471,0.0016006064,0.92160606,0.00007149939,0.00031055242,0.000018871722,0.003391371,0.0039760317,0.012624886,0.0003329485,0.00054176024,0.055461377],"study_design_scores_gemma":[0.0005372316,0.00035800264,0.98196393,0.000048789032,0.0002786789,0.000019388646,0.0032287103,0.0010904953,0.0006469126,0.00082356256,0.010115445,0.00088884565],"about_ca_topic_score_codex":0.05676502,"about_ca_topic_score_gemma":0.22588465,"teacher_disagreement_score":0.16911963,"about_ca_system_score_codex":0.001541267,"about_ca_system_score_gemma":0.00007243724,"threshold_uncertainty_score":0.99994254},"labels":[],"label_agreement":null},{"id":"W4244847000","doi":"10.32920/ryerson.14646693","title":"Investigating the Use of Sustainability and Sustainable Development by the City of Toronto Through a 30-Year Document Analysis","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Operationalization; Sustainability; Conceptualization; Interdependence; Sustainable development; Content analysis; Exploratory research; Sustainability science; Social sustainability; Sociology; Political science; Environmental planning; Social science; Geography; Computer science; Epistemology; Ecology","score_opus":0.023453144238707577,"score_gpt":0.28741847466577797,"score_spread":0.2639653304270704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244847000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99563235,0.00022376573,0.0010683042,0.00042862314,0.000024356572,0.0008031904,0.000011848372,0.000009792399,0.0017977802],"genre_scores_gemma":[0.9929529,0.00016583485,0.0043162033,0.00019299274,0.0000070527935,0.00007086141,0.000032584536,0.00001107916,0.0022504863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749744,0.00035865686,0.0005836823,0.00047104165,0.0006865252,0.00040265435],"domain_scores_gemma":[0.99858236,0.00019346416,0.0004252411,0.00066793186,0.000039763883,0.00009121978],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094721623,0.00027172972,0.00047362942,0.000008807425,0.00033753374,0.00013661121,0.00042584975,0.00014378544,0.002620475],"category_scores_gemma":[0.0001753509,0.00016230464,0.00018051338,0.0002162546,0.0009211639,0.00042805413,0.004102686,0.00025777507,7.942362e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007672451,0.00027380898,0.964656,0.00021405231,0.00092101673,0.0000020781486,0.027760422,0.003223313,0.00032021292,0.0003655095,0.0006395579,0.001616383],"study_design_scores_gemma":[0.00022227461,0.000047291633,0.91642106,0.000026712505,0.00056059955,4.516713e-7,0.072125115,0.00021905082,0.0039677992,0.0031358202,0.0029071923,0.00036661187],"about_ca_topic_score_codex":0.16766004,"about_ca_topic_score_gemma":0.0050569596,"teacher_disagreement_score":0.16260308,"about_ca_system_score_codex":0.0015971767,"about_ca_system_score_gemma":0.00012359662,"threshold_uncertainty_score":0.99829125},"labels":[],"label_agreement":null},{"id":"W4244864702","doi":"10.32920/14655051.v1","title":"Windmills and Landfills: Framing Controversial Environmental Policies as a Risk to Human Health and Conflict Expansion Strategies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Western University","funders":"","keywords":"Framing (construction); Incentive; Political science; Public policy; Scholarship; Public relations; Public economics; Economics; Engineering; Law","score_opus":0.014086739875676248,"score_gpt":0.3060589059069488,"score_spread":0.2919721660312725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244864702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932172,0.0005169929,0.00013276696,0.0004451304,0.00012597404,0.00069084234,0.0001328867,0.000045276814,0.0046929466],"genre_scores_gemma":[0.9929853,0.003204634,0.00067719945,0.002189834,0.00008647143,0.000028211203,0.00013031105,0.000034717083,0.0006633225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976081,0.00019849071,0.00037509305,0.00078546396,0.0005138102,0.0005190099],"domain_scores_gemma":[0.99873364,0.000064128064,0.00023148865,0.0003139491,0.0000016264781,0.00065518613],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024240666,0.00044920045,0.000563066,0.000052026317,0.0005797202,0.0003950974,0.00018934987,0.000259469,0.0011742021],"category_scores_gemma":[0.000018607492,0.0004229037,0.000091218055,0.000051612315,0.0004257026,0.00031813973,0.0021854208,0.00050129695,0.000049070408],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010883658,0.0006664313,0.8356275,0.0001605595,0.0003376189,0.00006671396,0.084073745,0.00088769384,0.055902388,0.00027626767,0.002093743,0.019798514],"study_design_scores_gemma":[0.0015906837,0.0010370737,0.8979092,0.000199261,0.000093280185,0.000028048484,0.090724654,0.000122829,0.0014335898,0.0011213054,0.0045146807,0.0012253801],"about_ca_topic_score_codex":0.026883991,"about_ca_topic_score_gemma":0.0013286673,"teacher_disagreement_score":0.062281728,"about_ca_system_score_codex":0.00047082218,"about_ca_system_score_gemma":0.00005301989,"threshold_uncertainty_score":0.99982226},"labels":[],"label_agreement":null},{"id":"W4245185956","doi":"10.32920/ryerson.14645139.v1","title":"Municipal progress in conformity to Greenbelt legislation : challenges in implementation and to Greenbelt integrity","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conformity; Legislation; Environmental planning; Business; Plan (archaeology); Enthusiasm; Public administration; Political science; Geography; Law","score_opus":0.06882761476640531,"score_gpt":0.370843189112174,"score_spread":0.3020155743457687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245185956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905326,0.00017726005,0.00009524818,0.0027732248,0.00014057278,0.0013729121,0.000023831164,0.00002589281,0.0048584742],"genre_scores_gemma":[0.99639076,0.0004181736,0.0023024958,0.00037549098,0.00003209408,0.00025599138,0.00009161735,0.00001951645,0.00011385142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976523,0.00018283696,0.00050023856,0.00072287093,0.00048322807,0.00045853178],"domain_scores_gemma":[0.9992589,0.000029171144,0.000113937196,0.00034304275,0.000007036399,0.00024791123],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006817034,0.0003234309,0.00039768088,0.00013592205,0.000066167326,0.00010109515,0.00028367908,0.00026424517,0.0008127896],"category_scores_gemma":[0.000019891062,0.00032832316,0.000054398904,0.00023141477,0.00010142573,0.00040208586,0.0022862703,0.00059753703,0.000042557775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002047953,0.00016033607,0.727905,0.000028891116,0.0000099776025,0.000012669091,0.015067464,0.00016808083,0.0000880161,0.00005661911,0.00002523545,0.25645727],"study_design_scores_gemma":[0.00044026962,0.00011345748,0.9886132,0.00009278109,0.000008646048,0.000001703975,0.009167956,0.00035857802,0.00020175305,0.00037082736,0.00026221294,0.00036863395],"about_ca_topic_score_codex":0.027373128,"about_ca_topic_score_gemma":0.30290693,"teacher_disagreement_score":0.2755338,"about_ca_system_score_codex":0.000977063,"about_ca_system_score_gemma":0.000026864785,"threshold_uncertainty_score":0.9999169},"labels":[],"label_agreement":null},{"id":"W4245270573","doi":"10.32920/ryerson.14646390.v1","title":"Assessing the potential use of Envision in the sustainability certification of road projects with conservation authorities in Ontario","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Certification; Business; Environmental planning; Process (computing); Environmental resource management; Engineering; Management; Computer science; Geography; Economics; Ecology","score_opus":0.05884669121581051,"score_gpt":0.31445831253234163,"score_spread":0.25561162131653115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245270573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99712235,0.000007470018,0.00046922005,0.0008767614,0.000046687423,0.0009077844,0.0000024826081,0.0000040464392,0.0005631909],"genre_scores_gemma":[0.99880683,0.000011245927,0.00079746736,0.00007347904,0.0000049944906,0.00005242706,0.000048904054,0.0000068377744,0.00019780271],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804455,0.0005115018,0.00043797775,0.0002948117,0.00054488255,0.00016627606],"domain_scores_gemma":[0.9991447,0.00010864066,0.00030424993,0.00040608313,0.000018858993,0.000017481814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084996346,0.00015310627,0.00022837108,0.00003580098,0.00007538458,0.00013439395,0.00025828695,0.00013997352,0.00016685708],"category_scores_gemma":[0.000073666386,0.00008889326,0.000058986083,0.00018664206,0.00039484317,0.00056581566,0.0003907113,0.00044519422,4.1173877e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002590106,0.00040184378,0.9745728,0.00005399398,0.000008987847,0.0000046973087,0.012962335,0.0075324117,0.002064202,0.000038439073,0.00001159105,0.0023228175],"study_design_scores_gemma":[0.00013974104,0.00003820997,0.97125477,0.000077747165,0.000017852586,0.0000010355099,0.02576225,0.0012069807,0.0007827215,0.00061002956,0.00001221336,0.00009643776],"about_ca_topic_score_codex":0.5559207,"about_ca_topic_score_gemma":0.31068832,"teacher_disagreement_score":0.24523243,"about_ca_system_score_codex":0.0011090735,"about_ca_system_score_gemma":0.00022919822,"threshold_uncertainty_score":0.7018898},"labels":[],"label_agreement":null},{"id":"W4245453960","doi":"10.1002/cjs.11465","title":"Issue Information","year":2019,"lang":"en","type":"paratext","venue":"Canadian Journal of Statistics","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; Statistics Canada","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science","score_opus":0.009082278252042273,"score_gpt":0.24223778837313523,"score_spread":0.23315551012109295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245453960","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045368895,0.00047399386,0.024203632,0.0005827851,0.028990593,0.00054700894,0.009510914,0.0000038765615,0.9311503],"genre_scores_gemma":[0.11190771,0.0013854072,0.022626596,0.0061444174,0.0020208608,0.000005645525,0.001988854,0.00013696055,0.85378355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885565,0.000035428475,0.00042434016,0.00006518132,0.0003338431,0.00028554726],"domain_scores_gemma":[0.99875015,0.000033610966,0.0005220722,0.000117496,0.000020413496,0.00055623584],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001301215,0.00016444987,0.00026601608,0.00009849835,0.00010011989,0.00009959307,0.00029495166,0.0001732144,0.08254001],"category_scores_gemma":[0.000045340916,0.0001562381,0.00005697883,0.00008321215,0.0001491098,0.0004516342,0.000027542708,0.000384394,0.07836106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022478494,0.000004624063,0.0014510915,0.00002041925,0.000023178767,0.000015933369,0.00045047948,0.00070505065,0.000005029969,0.000023132354,0.9898971,0.007401762],"study_design_scores_gemma":[0.00016710832,0.00011153486,0.004968135,0.00004100262,0.000028792318,0.00001735984,0.00017864704,0.00002158509,0.000009467735,0.00014044232,0.99414283,0.00017309922],"about_ca_topic_score_codex":0.009670481,"about_ca_topic_score_gemma":0.004598235,"teacher_disagreement_score":0.10737082,"about_ca_system_score_codex":0.0009938661,"about_ca_system_score_gemma":0.00048289733,"threshold_uncertainty_score":0.9969242},"labels":[],"label_agreement":null},{"id":"W4245501565","doi":"10.1007/978-94-007-0753-5_101680","title":"Hamilton and Wentworth County, Ontario, Canada, Sustainable City Plan","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Plan (archaeology); Geography; Archaeology; Environmental planning","score_opus":0.00824643190947061,"score_gpt":0.19061344777458827,"score_spread":0.18236701586511767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245501565","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031205527,0.000026114907,0.00002247658,0.000084873136,0.0001269503,0.00029560414,0.000035374618,0.000021792559,0.9681813],"genre_scores_gemma":[0.116334975,0.00006697322,0.000045942736,0.00095750607,0.00005047908,0.0000048967286,0.00007214338,0.000032149692,0.8824349],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825066,0.000012066455,0.00022727849,0.0004350792,0.0006149717,0.00045991346],"domain_scores_gemma":[0.99927646,0.00002704385,0.0001373314,0.0002611602,0.0000039021184,0.00029407596],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013610879,0.0003639912,0.00033755426,0.000018103867,0.0002699624,0.000057346777,0.00020549461,0.00021854928,0.028222863],"category_scores_gemma":[0.0000023532637,0.00033339002,0.000053456126,0.0000126671375,0.00024032017,0.00011588241,0.0003565289,0.0003398799,0.00009517339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005533582,0.00008661006,0.41971484,0.00009521615,0.00023090458,0.00038311468,0.0010874779,0.00008915735,0.000032073774,0.046504058,0.5276522,0.0040690266],"study_design_scores_gemma":[0.00019645943,0.000059773844,0.07504226,0.000014913678,0.000039172737,0.0000062945987,0.00007093418,0.000008340292,0.000006176498,0.0028433108,0.9212706,0.00044175205],"about_ca_topic_score_codex":0.9848628,"about_ca_topic_score_gemma":0.99668527,"teacher_disagreement_score":0.39361843,"about_ca_system_score_codex":0.0032059608,"about_ca_system_score_gemma":0.00013844705,"threshold_uncertainty_score":0.9999118},"labels":[],"label_agreement":null},{"id":"W4246326053","doi":"10.53910/26531313-e200269415-417356","title":"The Lake Ontario Waterfront Trail, Canada: Integrating natural and built environments","year":2002,"lang":"en","type":"article","venue":"Ekistics and the new habitat","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Safeguarding; Megalopolis; Environmental ethics; Library science; Sociology; Political science; Geography; Philosophy","score_opus":0.007729251546405122,"score_gpt":0.19791518052721843,"score_spread":0.19018592898081332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246326053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97167486,0.0008030667,0.00012372233,0.0054241857,0.00063877035,0.00038265515,0.00001773839,0.000011052756,0.020923952],"genre_scores_gemma":[0.96929216,0.00023478344,0.00019584125,0.0005620548,0.000052117044,0.0000062939694,0.0000039042775,0.000010379112,0.029642481],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990166,0.000052354284,0.00016960251,0.00018596431,0.00028802597,0.00028744905],"domain_scores_gemma":[0.9994995,0.00014957834,0.000060839426,0.00014836989,8.5480195e-7,0.0001408635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015370727,0.0001604518,0.00013531346,0.000003961557,0.00066549244,0.00010379531,0.0001711559,0.000033234202,0.00035626141],"category_scores_gemma":[0.000029380848,0.00008328277,0.000029117013,0.000025890342,0.00050948793,0.00008420217,0.00021224903,0.00023044743,0.000023543453],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022076197,0.0002593312,0.55851245,0.000016341832,0.0003549673,0.000082140046,0.028871391,0.00017003805,0.002076736,0.0054992265,0.17171487,0.23222175],"study_design_scores_gemma":[0.001844196,0.00008499941,0.48869056,0.000014427042,0.00006935005,0.000023846946,0.0007733796,0.0016959147,0.000083706094,0.004492512,0.5018653,0.0003617731],"about_ca_topic_score_codex":0.42199194,"about_ca_topic_score_gemma":0.9857302,"teacher_disagreement_score":0.5637382,"about_ca_system_score_codex":0.0002694744,"about_ca_system_score_gemma":0.000013682112,"threshold_uncertainty_score":0.5818571},"labels":[],"label_agreement":null},{"id":"W4246502175","doi":"10.24124/2003/bpgub259","title":"Institutional barriers to climate responsive design in commercial redevelopment in Prince George, British Columbia.","year":2003,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec; Canadian Association of Geographers; University of Northern British Columbia; University of Waterloo","funders":"","keywords":"George (robot); Redevelopment; Art; Art history; Environmental ethics; Political science; Engineering; Civil engineering; Philosophy","score_opus":0.011165913290766546,"score_gpt":0.26906142547713685,"score_spread":0.2578955121863703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246502175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9304214,0.000014237306,0.00003734367,0.000058686273,0.0004025626,0.00111019,0.000039756444,0.00001866176,0.067897156],"genre_scores_gemma":[0.83022976,0.00047789732,0.010145747,0.003409183,0.000039821218,0.00071587466,0.0007865465,0.000090961104,0.15410422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739593,0.0002391725,0.0005503171,0.0005857265,0.000607779,0.0006210466],"domain_scores_gemma":[0.99929625,0.00005094415,0.00011549348,0.00015716783,0.00000622273,0.00037390678],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00066687126,0.00024198057,0.000362951,0.00007925239,0.00031777905,0.00016847561,0.00029369054,0.0003026536,0.011229081],"category_scores_gemma":[0.00019606687,0.00038559025,0.000057396093,0.00046551516,0.00010845555,0.00026966652,0.00013528815,0.00037116904,0.00027040148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026287354,0.00036589545,0.96673334,0.000026361062,0.000019732071,0.00030766675,0.0030462968,0.0020118195,0.00087654457,0.000023995799,0.014404588,0.011920914],"study_design_scores_gemma":[0.0005802789,0.00005783031,0.9910191,0.00016168074,0.0000063108696,0.0000050040617,0.0016083224,0.000008858897,0.00015095608,0.00016461474,0.0057504056,0.00048660624],"about_ca_topic_score_codex":0.02999158,"about_ca_topic_score_gemma":0.5943226,"teacher_disagreement_score":0.56433105,"about_ca_system_score_codex":0.002383322,"about_ca_system_score_gemma":0.0002678734,"threshold_uncertainty_score":0.9998596},"labels":[],"label_agreement":null},{"id":"W4246541628","doi":"10.32920/ryerson.14647338","title":"Environmental policy creation : examining the Ontario municipal approach","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Legislature; Environmental policy; Environmental planning; Content analysis; Political science; Regional science; Public administration; Environmental resource management; Business; Geography; Environmental science; Sociology; Social science; Law","score_opus":0.03443627997439941,"score_gpt":0.2789610106396615,"score_spread":0.2445247306652621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246541628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78874516,0.000037706195,0.00033062347,0.00014936383,0.00016865095,0.0004249102,0.000013174172,0.000038166858,0.21009226],"genre_scores_gemma":[0.9747011,0.000091857895,0.002774789,0.0007334846,0.00019464457,0.00011694217,0.0003341984,0.000041632895,0.021011367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973927,0.00021812718,0.00037554593,0.00072871504,0.0007773868,0.0005075064],"domain_scores_gemma":[0.9987312,0.000048420326,0.00020694203,0.0008313789,0.0000011198646,0.000180942],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032287085,0.00043867476,0.0003376877,0.00003441057,0.00042325747,0.00024613744,0.00072642433,0.0003371624,0.01226476],"category_scores_gemma":[0.000015054341,0.0003299011,0.00019457335,0.00011058048,0.00049716816,0.00024738547,0.0039828042,0.0009588564,0.00024330117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027626127,0.001581912,0.8549755,0.00003107539,0.0003420946,0.00003188411,0.07984787,0.021546874,0.0054540383,0.00012334317,0.0010982146,0.034939513],"study_design_scores_gemma":[0.0002703288,0.000048486134,0.9843986,0.00001901539,0.00008470901,0.000013204379,0.009722457,0.00095596793,0.00028824233,0.00034002218,0.0033192022,0.0005397657],"about_ca_topic_score_codex":0.19603018,"about_ca_topic_score_gemma":0.036223017,"teacher_disagreement_score":0.1890809,"about_ca_system_score_codex":0.0033771025,"about_ca_system_score_gemma":0.000079903555,"threshold_uncertainty_score":0.9999153},"labels":[],"label_agreement":null},{"id":"W4246545890","doi":"10.1002/crq.21287","title":"Issue Information","year":2020,"lang":"en","type":"paratext","venue":"Conflict Resolution Quarterly","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Royal Roads University","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science","score_opus":0.014086906597295742,"score_gpt":0.2691561872039746,"score_spread":0.2550692806066789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246545890","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024167688,0.00025779434,0.003013509,0.0022324705,0.0038808829,0.0008874789,0.00046574886,0.0001203208,0.98672503],"genre_scores_gemma":[0.11516131,0.0010948242,0.0013102092,0.016474932,0.0037332724,0.00036364733,0.0093816705,0.00018784626,0.8522923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981149,0.00009980848,0.00046350347,0.0003176582,0.00058458635,0.0004195537],"domain_scores_gemma":[0.99906975,0.000020477846,0.00031435405,0.00030558003,0.000007372625,0.00028246728],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000100605444,0.00035509438,0.00034129858,0.000047686248,0.00022396186,0.00015190196,0.00037651934,0.00038517304,0.06319611],"category_scores_gemma":[0.000009887925,0.00035802455,0.00015367728,0.0001983272,0.00020666738,0.00088345003,0.000105105464,0.0004382141,0.4301272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018351237,0.00003166395,0.000061058665,0.000025951895,0.000024562041,0.0000017801419,0.0031628902,0.00006778603,0.00033906163,0.000014861346,0.97485614,0.02139588],"study_design_scores_gemma":[0.00031210558,0.0003629281,0.0020315468,0.000022073673,0.000025725885,0.0000025777408,0.00038334902,0.00028884065,0.000060508697,0.00002043708,0.99610484,0.00038507942],"about_ca_topic_score_codex":0.0005527308,"about_ca_topic_score_gemma":0.000014937601,"teacher_disagreement_score":0.36693108,"about_ca_system_score_codex":0.00052731694,"about_ca_system_score_gemma":0.000028147862,"threshold_uncertainty_score":0.99988717},"labels":[],"label_agreement":null},{"id":"W4246707383","doi":"10.32920/ryerson.14662746","title":"Development of a Template to Benchmark Municipal Climate Change Action","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Benchmarking; Greenhouse gas; Benchmark (surveying); Business; Environmental planning; Climate change; Environmental economics; Set (abstract data type); Environmental resource management; Best practice; Environmental science; Political science; Computer science; Geography; Marketing; Economics","score_opus":0.08568716829055031,"score_gpt":0.34407670156434655,"score_spread":0.2583895332737962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246707383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97758305,0.000017197519,0.00015754094,0.00008770294,0.00038414425,0.00050075963,0.00001883857,0.00002878599,0.021221975],"genre_scores_gemma":[0.9658772,0.00015454188,0.03293231,0.0003281448,0.00005238863,0.00016663838,0.00010798614,0.00002353132,0.00035728933],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99820966,0.00005437498,0.0004107358,0.0004491381,0.00049617793,0.00037989632],"domain_scores_gemma":[0.99925095,0.0000128393285,0.00018059279,0.00035317207,0.0000041338008,0.00019833657],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025420214,0.0002606653,0.000329573,0.000041673204,0.00013682876,0.00004156324,0.00030687198,0.00020478395,0.005976741],"category_scores_gemma":[0.000007044959,0.00025276016,0.00010848905,0.00013437943,0.000061243736,0.00017245724,0.0033027357,0.00024760354,0.00026890726],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016337413,0.0025041318,0.324182,0.0007625349,0.0004615295,0.00006650801,0.13073707,0.0023136954,0.16638097,0.00007957234,0.0014416516,0.37090695],"study_design_scores_gemma":[0.0003075674,0.00007526188,0.9608232,0.00030299326,0.000057818168,0.000002985531,0.0057794712,0.0002115403,0.024567194,0.000089108755,0.0069437446,0.00083913683],"about_ca_topic_score_codex":0.0013354585,"about_ca_topic_score_gemma":0.0023914704,"teacher_disagreement_score":0.63664114,"about_ca_system_score_codex":0.0005689401,"about_ca_system_score_gemma":0.000019641471,"threshold_uncertainty_score":0.9999925},"labels":[],"label_agreement":null},{"id":"W4247081493","doi":"10.24124/2006/bpgub407","title":"From the land to the Supreme Court, and back again: Defining meaningful consultation with First Nations in northern British Columbia.","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia; Library and Archives Canada","funders":"","keywords":"Supreme court; Humanities; Law; Political science; Cartography; Geography; Art","score_opus":0.006158053406211034,"score_gpt":0.21886969929922168,"score_spread":0.21271164589301064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247081493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96020675,0.0000543954,0.000018190467,0.00046036273,0.00007195252,0.00060139573,0.00012972543,0.000013389456,0.038443834],"genre_scores_gemma":[0.9840635,0.000084166284,0.00034409727,0.00034598817,0.000045254452,0.00008290897,0.0012549111,0.000029634746,0.013749514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998817,0.00006079553,0.00021590065,0.00031262715,0.00038166015,0.0002120168],"domain_scores_gemma":[0.99927986,0.0003957362,0.000114776856,0.00014196166,0.000008491043,0.00005916465],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013901223,0.00014729107,0.00015812318,0.000012179348,0.00059910543,0.00040041265,0.00019733129,0.00010359039,0.0010524269],"category_scores_gemma":[0.00006524099,0.00012558322,0.000026396996,0.0002233209,0.000100311416,0.00014944356,0.00005424576,0.00018402132,0.00021502082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011096793,0.000047987938,0.9864089,0.0000059351464,0.000019192994,0.00000440618,0.0038441217,0.0007529699,0.00001683505,0.0000017714593,0.0076388014,0.0012480052],"study_design_scores_gemma":[0.0004264173,0.000037015445,0.990386,0.00012717907,0.000030281934,0.0000020353689,0.005031492,0.000066288034,0.0000050517124,0.00009271073,0.0035960523,0.00019944613],"about_ca_topic_score_codex":0.43228713,"about_ca_topic_score_gemma":0.9978402,"teacher_disagreement_score":0.56555307,"about_ca_system_score_codex":0.00019484365,"about_ca_system_score_gemma":0.000021784443,"threshold_uncertainty_score":0.99986076},"labels":[],"label_agreement":null},{"id":"W4247116822","doi":"10.4322/rbma201509003","title":"Um modelo alternativo ao estudo experimental para inferir causalidade em avaliações do impacto de projetos sociais","year":2015,"lang":"pt","type":"article","venue":"Revista Brasileira de Monitoramento e Avaliação","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Philosophy; Humanities","score_opus":0.0681883687573619,"score_gpt":0.36119692177673374,"score_spread":0.29300855301937184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247116822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906537,0.0028645492,0.00084131956,0.0001809058,0.00079355354,0.002131896,0.00033409748,0.00024761047,0.0019523489],"genre_scores_gemma":[0.9898945,0.00030674651,0.0014524019,0.0007208153,0.00083155977,0.0003518675,0.000094618874,0.0002976014,0.0060498947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.990022,0.0014284455,0.0014809585,0.0016317788,0.0026593658,0.0027774184],"domain_scores_gemma":[0.99493587,0.00014457232,0.0009697148,0.0013099047,0.000057119916,0.0025828036],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0017920228,0.0016051854,0.0014406622,0.00022114723,0.00078802306,0.002780439,0.0016377969,0.0007692269,0.0014597987],"category_scores_gemma":[0.00018257792,0.0016644892,0.00067266816,0.00072346936,0.0007070806,0.0017872385,0.001387647,0.001096518,0.0019514435],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026051854,0.002707951,0.88967985,0.00017280568,0.00052860216,0.0003081699,0.040116426,0.00084787625,0.05211324,0.00010928179,0.010209911,0.0029453465],"study_design_scores_gemma":[0.009554039,0.004293501,0.73346704,0.0016804545,0.0014228981,0.00029325383,0.12935762,0.007721204,0.089267164,0.0004407714,0.014969654,0.007532375],"about_ca_topic_score_codex":0.0044425856,"about_ca_topic_score_gemma":0.00006032088,"teacher_disagreement_score":0.1562128,"about_ca_system_score_codex":0.011172199,"about_ca_system_score_gemma":0.0005290898,"threshold_uncertainty_score":0.9996696},"labels":[],"label_agreement":null},{"id":"W4247727607","doi":"10.32920/ryerson.14649327.v1","title":"An examination of best practices for mine site reclamation: an investigation of Ontario's recent environmental assessment cases where reclamation is expected","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Land reclamation; Revegetation; Deforestation (computer science); Environmental science; Environmental protection; Environmental restoration; Environmental planning; Environmental impact assessment; Environmental resource management; Mining engineering; Geography; Engineering; Archaeology; Ecology","score_opus":0.06254239963017712,"score_gpt":0.3415026329714548,"score_spread":0.2789602333412777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247727607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951216,0.00005931512,0.0007781351,0.00024536843,0.00023374945,0.0014876348,0.00024078369,0.000029918256,0.0018035215],"genre_scores_gemma":[0.9525471,0.00041845924,0.039634913,0.00009064837,0.0000734131,0.0002180875,0.0054223547,0.000043699114,0.0015513612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963416,0.0005050237,0.0010118806,0.00084081746,0.001023523,0.00027719187],"domain_scores_gemma":[0.99641544,0.00013956144,0.0024698114,0.0007138402,0.000047053378,0.0002142783],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077001075,0.0004291804,0.0005493047,0.000093573195,0.00018599862,0.00012187411,0.00033003162,0.00044085216,0.007749371],"category_scores_gemma":[0.00005205388,0.00045165888,0.00014644767,0.00016522803,0.00026063403,0.001960206,0.0003642142,0.00032836967,0.000009120325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012226329,0.0033376154,0.5189751,0.00041894917,0.00021515539,0.000007652617,0.044989567,0.002464561,0.38292742,0.000025657362,0.00027351966,0.04624259],"study_design_scores_gemma":[0.00088213745,0.0013969501,0.9164952,0.0002216368,0.0003366691,0.000008762861,0.012980517,0.0032876374,0.06295419,0.00023680388,0.0005260222,0.0006734993],"about_ca_topic_score_codex":0.046978585,"about_ca_topic_score_gemma":0.06647303,"teacher_disagreement_score":0.39752012,"about_ca_system_score_codex":0.002820065,"about_ca_system_score_gemma":0.00022034813,"threshold_uncertainty_score":0.9997935},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.028304564101069477,"score_gpt":0.32002226504785564,"score_spread":0.2917177009467862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248191453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91462785,0.0008876331,0.00007144811,0.0069718743,0.00047588767,0.0009854954,0.000086214284,0.000029345203,0.075864226],"genre_scores_gemma":[0.8570313,0.11861468,0.0030979265,0.0073904325,0.00034156765,0.000046938338,0.00006986226,0.00008454034,0.013322748],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9940447,0.00033187162,0.0014964918,0.0008980603,0.002071689,0.0011571532],"domain_scores_gemma":[0.99762243,0.0000922395,0.0008053653,0.00067680835,0.0000033661408,0.00079980335],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008881006,0.0009127301,0.00082443585,0.0002481507,0.0006511575,0.0012185198,0.0008408585,0.000261574,0.036092278],"category_scores_gemma":[0.0000015910975,0.0008347304,0.00045096088,0.00027413713,0.00085730664,0.0056297663,0.0006729374,0.00074010395,0.00077260274],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011208708,0.02251666,0.08552954,0.00060361397,0.0055816076,0.001912155,0.01432102,0.0053352173,0.05861998,0.008506176,0.025157003,0.7707962],"study_design_scores_gemma":[0.011742767,0.0034301833,0.4258105,0.0010658328,0.0015168713,0.0008205337,0.12137689,0.00075876364,0.00066052953,0.024046976,0.4045709,0.004199265],"about_ca_topic_score_codex":0.000086644,"about_ca_topic_score_gemma":0.000030155501,"teacher_disagreement_score":0.7665969,"about_ca_system_score_codex":0.0021624458,"about_ca_system_score_gemma":0.00004819854,"threshold_uncertainty_score":0.9998183},"labels":[],"label_agreement":null},{"id":"W4248229035","doi":"10.1007/978-1-4614-7303-9_8","title":"Scoping","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Blueprint; Process management; Process (computing); Management science; Computer science; Risk analysis (engineering); Engineering; Systems engineering; Engineering management; Business","score_opus":0.017497728865973703,"score_gpt":0.2592972728108946,"score_spread":0.2417995439449209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248229035","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013950301,0.0000189353,0.0003751578,0.00006224282,0.00013193896,0.00019351432,0.0000027823116,0.00004667751,0.9990292],"genre_scores_gemma":[0.0068796803,0.000067018,0.00042952708,0.00083423866,0.0001079345,0.0000038965563,0.000013065446,0.00003907248,0.99162555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990682,0.000006641047,0.00016284382,0.00025849915,0.00031822757,0.00018558433],"domain_scores_gemma":[0.99957055,0.00001832035,0.00008475796,0.0002105429,6.856292e-7,0.00011512319],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007538397,0.00020760295,0.00020515453,0.0000129722375,0.00008826034,0.000021848671,0.00016947076,0.00018363768,0.08888069],"category_scores_gemma":[0.0000026379312,0.00018510826,0.00009613586,0.000007057078,0.00016470144,0.00005562461,0.00026619507,0.0001571735,0.018532554],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031538868,0.00015817845,0.017140068,0.0003488154,0.00032315607,0.000104585364,0.00063814264,0.00024043887,0.0024202273,0.3824641,0.28835216,0.30777857],"study_design_scores_gemma":[0.00037708835,0.00016296623,0.0030256007,0.0006848023,0.00007700822,0.00000789271,0.0000120208715,0.00003678097,0.00019202872,0.04504474,0.9490608,0.0013182786],"about_ca_topic_score_codex":0.000051433035,"about_ca_topic_score_gemma":0.00006876888,"teacher_disagreement_score":0.6607086,"about_ca_system_score_codex":0.00021772737,"about_ca_system_score_gemma":0.000004288399,"threshold_uncertainty_score":0.9822316},"labels":[],"label_agreement":null},{"id":"W4248504439","doi":"10.4095/328415","title":"Canada in a changing climate: national issues report, cities and towns [infographic]","year":2021,"lang":"en","type":"report","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Infographic; Geography; Meteorology; Regional science; Environmental planning; Computer science","score_opus":0.020489703479669275,"score_gpt":0.2991154441721395,"score_spread":0.2786257406924702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248504439","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13535556,0.00077056675,0.000003353895,0.00071823626,0.00056540815,0.00025935072,0.00014476305,0.000025117428,0.86215764],"genre_scores_gemma":[0.7491496,0.009620211,0.0006498496,0.0013274562,0.0004028382,0.0000981149,0.00084767345,0.0000689867,0.23783526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970467,0.000037302125,0.0004096458,0.00041427714,0.0015891184,0.0005029332],"domain_scores_gemma":[0.99949527,0.000040327883,0.00018271964,0.00014930904,0.000013826136,0.000118538104],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006783573,0.00024832346,0.00035499816,0.0001257411,0.00016785921,0.00006623315,0.000110157715,0.00016506072,0.0038429417],"category_scores_gemma":[0.00008819987,0.00023829694,0.00006260124,0.000370109,0.00014384667,0.00017488757,0.0005321999,0.00023878088,0.0000056900876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040339814,0.000097276985,0.8847776,0.0001282327,0.000082268794,0.0020530866,0.00069214846,0.000042400286,0.0000871729,0.00015307606,0.109290525,0.00259215],"study_design_scores_gemma":[0.00020573102,0.00002277779,0.5037411,0.0001720824,0.000029238718,0.00042636582,0.0031380318,0.000024842166,0.00008291045,0.00015977005,0.4913115,0.00068565644],"about_ca_topic_score_codex":0.82399344,"about_ca_topic_score_gemma":0.8920296,"teacher_disagreement_score":0.6243224,"about_ca_system_score_codex":0.0017184056,"about_ca_system_score_gemma":0.0005935181,"threshold_uncertainty_score":0.9970677},"labels":[],"label_agreement":null},{"id":"W4248823813","doi":"10.1021/es012525c","title":"Government Watch: Canada scrutinizes drugs in water","year":2001,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Altmetrics; Icon; Social media; Government (linguistics); Computer science; World Wide Web; Information retrieval; Library science","score_opus":0.004033774523834256,"score_gpt":0.20775947717381518,"score_spread":0.20372570264998094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248823813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9775311,0.000022598271,0.000012888084,0.0031831774,0.00021517176,0.00029628354,0.0000089060495,0.00005320186,0.018676668],"genre_scores_gemma":[0.9967248,0.000093830364,0.00021009837,0.00056556234,0.000022182503,0.00004723868,0.000005558491,0.000021527829,0.0023092334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99609315,0.000034588706,0.000367493,0.000765421,0.0015003696,0.0012389576],"domain_scores_gemma":[0.99919033,0.000017193835,0.00007810547,0.00047059788,8.2112604e-7,0.00024296889],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043854883,0.00030031655,0.0002495289,0.000078560246,0.0004493958,0.000036380094,0.0009890861,0.00013609175,0.0054054298],"category_scores_gemma":[0.00001698492,0.00024255775,0.000043951735,0.00079650886,0.002309414,0.00054403354,0.0013342665,0.00032341588,0.00072954554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001319713,0.0002395966,0.78754467,9.595857e-7,0.0000041285907,0.000064516666,0.00040657193,0.00020770574,0.2001608,0.000045380493,0.00028850828,0.011023949],"study_design_scores_gemma":[0.0010454642,0.00018890838,0.6975866,0.000014992157,0.0000128122,0.00007017428,0.0054495996,0.00019186689,0.21306682,0.0012324421,0.08029943,0.0008409101],"about_ca_topic_score_codex":0.065049626,"about_ca_topic_score_gemma":0.07229264,"teacher_disagreement_score":0.08995811,"about_ca_system_score_codex":0.005606721,"about_ca_system_score_gemma":0.00004249159,"threshold_uncertainty_score":0.99821055},"labels":[],"label_agreement":null},{"id":"W4248904972","doi":"10.1093/oso/9780190885816.003.0008","title":"Assessing Alternatives","year":2019,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vision; Audit; Strategic environmental assessment; Environmental resource management; Corporate governance; Environmental planning; Context (archaeology); European union; Environmental impact assessment; Environmental governance; China; Adaptive management; Political science; Business; Geography; Accounting; Sociology; Economics","score_opus":0.029213539391747773,"score_gpt":0.24734400653975838,"score_spread":0.2181304671480106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248904972","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004054389,0.000011004951,0.00012382383,0.000011198645,0.00019516055,0.00027624646,0.000039958413,0.000056392575,0.9952318],"genre_scores_gemma":[0.012045226,0.00011990327,0.00029647688,0.000083069055,0.000053221927,2.4797365e-7,0.000022733058,0.000042545653,0.9873366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870926,0.000029880273,0.00013190729,0.00043135326,0.0004190473,0.00027856126],"domain_scores_gemma":[0.9992798,0.000035589488,0.00021556474,0.00032278497,0.0000041776866,0.00014210727],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006570248,0.0003170359,0.000286631,0.00003872193,0.00019747508,0.00008164884,0.00046854097,0.00025880852,0.0012841545],"category_scores_gemma":[0.0000017910446,0.00034943124,0.0001710238,0.0000049866267,0.00031912394,0.0004192347,0.0008158401,0.0003532586,0.000063881365],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023014884,0.00026512318,0.008759884,0.00020154308,0.0011792919,0.0010320052,0.0029003432,0.0004848408,0.00321142,0.80625373,0.016814282,0.1586674],"study_design_scores_gemma":[0.00030434274,0.00004301172,0.001269658,0.00005475686,0.00007744185,0.0000024616418,0.000082667066,0.000029437722,0.00011529255,0.0006012691,0.9970185,0.00040115058],"about_ca_topic_score_codex":0.0001249954,"about_ca_topic_score_gemma":0.00001632382,"teacher_disagreement_score":0.9802042,"about_ca_system_score_codex":0.00060639123,"about_ca_system_score_gemma":0.000021857046,"threshold_uncertainty_score":0.99989575},"labels":[],"label_agreement":null},{"id":"W4249424537","doi":"10.4324/9780203067819-16","title":"Environmental Health Policies and Issues in Canada","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Political science; Environmental ethics; Geography; Philosophy","score_opus":0.00905696447756022,"score_gpt":0.24085698712207876,"score_spread":0.23180002264451854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249424537","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056308612,0.00068407087,0.0000075185476,0.0026480106,0.00014608818,0.00045114002,0.0000989437,0.000020693542,0.9396349],"genre_scores_gemma":[0.44458878,0.0021506937,0.00014593932,0.0035115827,0.000057964146,0.000005334336,0.000035826743,0.00004654547,0.5494573],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853283,0.000024180034,0.00030030226,0.0003508937,0.00043152136,0.00036026997],"domain_scores_gemma":[0.99942297,0.00002497899,0.00012884039,0.00019053105,2.1630414e-7,0.00023248445],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010457511,0.00030724326,0.00038690917,0.000027438564,0.00009554326,0.00001816199,0.00014988868,0.00010365658,0.008610685],"category_scores_gemma":[0.0000016367326,0.00028935936,0.00003625675,0.000011130215,0.00021699951,0.00006807633,0.00032127736,0.00022576045,0.0002537577],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024984649,0.000119533666,0.6278823,0.00009175876,0.00011164918,0.00008231147,0.0023552969,0.00013634565,0.0003820492,0.015176105,0.12984009,0.22379757],"study_design_scores_gemma":[0.00032478367,0.0001133821,0.36095038,0.0000517216,0.000009930769,0.000009087364,0.00031441913,0.000029416897,0.000023107159,0.0029597268,0.63456196,0.0006521093],"about_ca_topic_score_codex":0.9430819,"about_ca_topic_score_gemma":0.9654651,"teacher_disagreement_score":0.5047218,"about_ca_system_score_codex":0.0029603492,"about_ca_system_score_gemma":0.000069897666,"threshold_uncertainty_score":0.99995583},"labels":[],"label_agreement":null},{"id":"W4249782107","doi":"10.32920/ryerson.14653863.v1","title":"A Critical Review of Health Impact Assessments in Ontario's Nuclear Industry","year":2021,"lang":"en","type":"review","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nuclear power; Risk assessment; Commission; Best practice; Public health; Nuclear power plant; License; Nuclear power industry; Risk analysis (engineering); Concordance; Business; Environmental health; Medicine; Actuarial science; Engineering; Political science; Computer security; Law; Computer science; Nursing; Finance","score_opus":0.1048494130430123,"score_gpt":0.4609001254434333,"score_spread":0.35605071240042097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249782107","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007818858,0.97291183,0.0000031393529,0.00008553826,0.000114742776,0.00068603305,0.000030193834,0.000012755147,0.026077552],"genre_scores_gemma":[0.000068162815,0.99723315,0.0005426369,0.0008630417,0.000013686257,0.000031636875,0.00009953396,0.000048421603,0.0010997398],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962084,0.0007096725,0.0013049726,0.00053053326,0.00067741773,0.0005689711],"domain_scores_gemma":[0.9986911,0.00011322335,0.0004396481,0.00046461113,0.0000049792147,0.00028647296],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009058828,0.0004682188,0.002742694,0.000056727953,0.0000701869,0.000031592484,0.00042052648,0.00050968584,0.06949639],"category_scores_gemma":[0.00008508624,0.0003669204,0.00067992863,0.00045795125,0.00020110396,0.00028839003,0.00059559563,0.0014856893,0.00024901057],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010196042,0.00087497965,0.007018106,0.029363364,0.00010655258,0.000045391414,0.000092388,6.4669723e-7,2.2195236e-7,0.00007592316,0.009800333,0.9526211],"study_design_scores_gemma":[0.00011293942,0.00016506018,0.0067574964,0.11430879,0.00014869194,0.000025827387,0.00004720919,4.8278616e-7,5.0620102e-8,0.000025631527,0.8780144,0.00039344907],"about_ca_topic_score_codex":0.07101766,"about_ca_topic_score_gemma":0.008543201,"teacher_disagreement_score":0.95222765,"about_ca_system_score_codex":0.0048604365,"about_ca_system_score_gemma":0.00063058775,"threshold_uncertainty_score":0.9998783},"labels":[],"label_agreement":null},{"id":"W4251128470","doi":"10.32920/ryerson.14644710.v1","title":"Transit-Oriented Development: Removing Barriers And Realizing Goals Through LEED-ND","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Transit-oriented development; Smart growth; Urban sprawl; Context (archaeology); Sustainable development; Transit (satellite); Face (sociological concept); Walkability; Business; Process management; Architectural engineering; Built environment; Transport engineering; Computer science; Environmental planning; Urban planning; Political science; Engineering; Public transport; Geography; Sociology; Civil engineering","score_opus":0.017352225799959625,"score_gpt":0.26950656009886614,"score_spread":0.25215433429890655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251128470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9060569,0.00029376836,0.006814915,0.0002759961,0.00031725896,0.00041926638,0.000015059774,0.00010356192,0.085703276],"genre_scores_gemma":[0.9668322,0.00042676285,0.028671943,0.0008923903,0.000055095818,0.000036070047,0.00013158687,0.000054886328,0.002899042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973345,0.0001297836,0.00048408908,0.00089281035,0.0006119868,0.0005468529],"domain_scores_gemma":[0.9990571,0.00003798594,0.00016884167,0.00037407686,0.000005584276,0.00035638665],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003031772,0.00045673066,0.0004700762,0.000027218288,0.00047000663,0.00018707609,0.00028370562,0.00037210016,0.004099513],"category_scores_gemma":[0.0000365902,0.00045102794,0.000118456854,0.00014993557,0.0003069302,0.00047397736,0.0015518314,0.0005399031,0.00005639378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011233162,0.0006918106,0.73217154,0.00078761886,0.0012841774,0.0007265234,0.1254635,0.0035802678,0.06986679,0.0012181944,0.0068384605,0.057258785],"study_design_scores_gemma":[0.0035258909,0.00019204516,0.77613175,0.0015372765,0.00057016703,0.00012452617,0.072672635,0.0011801583,0.068600304,0.0052034096,0.0636818,0.0065800347],"about_ca_topic_score_codex":0.001668389,"about_ca_topic_score_gemma":0.000638293,"teacher_disagreement_score":0.08280424,"about_ca_system_score_codex":0.0006461078,"about_ca_system_score_gemma":0.00007568659,"threshold_uncertainty_score":0.9997941},"labels":[],"label_agreement":null},{"id":"W4251555843","doi":"10.7287/peerj.preprints.27470v1","title":"Decision analysis to support wastewater management in coral reef priority area","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coral reef; Context (archaeology); Reef; Sewage; Pollution; Environmental science; Coral; Marine pollution; Quarter (Canadian coin); Environmental planning; Environmental resource management; Environmental protection; Geography; Water resource management; Oceanography; Environmental engineering; Ecology; Geology","score_opus":0.02132117787709125,"score_gpt":0.3059583609149736,"score_spread":0.2846371830378823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251555843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93383884,0.000002904256,0.0019711107,0.00013995626,0.00038699157,0.00095913035,0.00003234713,0.00003142002,0.062637284],"genre_scores_gemma":[0.974111,0.000051478393,0.0087714,0.0004946246,0.000019046374,0.000056535388,0.00012902146,0.000022198205,0.016344681],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971505,0.00006723099,0.00049481826,0.0009105693,0.00086096977,0.00051594846],"domain_scores_gemma":[0.9987662,0.000024277047,0.000117523756,0.00084034813,0.000002606564,0.00024908368],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043815203,0.00036510863,0.0005508681,0.00023087696,0.000057274654,0.00009739483,0.0006477121,0.0002425935,0.013539916],"category_scores_gemma":[0.0000060660277,0.0003140453,0.00027933778,0.0005186268,0.000062630985,0.00016041665,0.0046340665,0.0003531497,0.0035231786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004758527,0.00030437336,0.9596285,0.000014899925,0.00027851042,0.000055486733,0.00044401755,0.02403044,0.00016080165,0.000011279239,0.0033241152,0.011699973],"study_design_scores_gemma":[0.00034166453,0.00008902468,0.9945704,0.000022097656,0.00026838583,4.5076507e-7,0.00023454674,0.0009469149,0.00014227544,0.000924218,0.0019891385,0.00047088962],"about_ca_topic_score_codex":0.0021147267,"about_ca_topic_score_gemma":0.0026984708,"teacher_disagreement_score":0.0462926,"about_ca_system_score_codex":0.0012466281,"about_ca_system_score_gemma":0.000009538969,"threshold_uncertainty_score":0.99993116},"labels":[],"label_agreement":null},{"id":"W4251641246","doi":"10.32920/ryerson.14653149","title":"Constraints on the consideration of environmental alternatives for wastewater management","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Dalhousie University; University of King's College","funders":"Albert Einstein College of Medicine, Yeshiva University","keywords":"Environmental planning; Context (archaeology); Sustainability; Resilience (materials science); Business; Population; Psychological resilience; Environmental resource management; Wastewater; Plan (archaeology); Climate change; Process (computing); Citizen journalism; Climate resilience; Geography; Engineering; Environmental science; Environmental engineering; Political science; Sociology; Computer science; Law; Ecology","score_opus":0.024556128832338306,"score_gpt":0.2748355457521988,"score_spread":0.2502794169198605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251641246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9513107,0.000016367103,0.000754519,0.0005947914,0.0002824162,0.001279809,0.00016124985,0.00001375015,0.04558641],"genre_scores_gemma":[0.9945441,0.00008327916,0.0023998155,0.0005588858,0.000032941312,0.00016512405,0.00010291432,0.00002062489,0.0020923365],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998493,0.000099506564,0.00031999894,0.00042023195,0.00043979567,0.00022743779],"domain_scores_gemma":[0.9992684,0.00011482524,0.00019801839,0.0003575195,0.0000017306479,0.000059480775],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021587966,0.00025410336,0.00024203322,0.00001965523,0.0001382981,0.000063554486,0.00026803315,0.00011190055,0.013929686],"category_scores_gemma":[0.000008671946,0.00017529073,0.00018555183,0.00002305488,0.0006199233,0.00008049627,0.0008929367,0.00018347884,0.00006976467],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067336456,0.011890929,0.15659197,0.0011797859,0.0065053115,0.00021474526,0.03227313,0.026836518,0.47617397,0.03189609,0.028878335,0.22688587],"study_design_scores_gemma":[0.0032605606,0.0007282502,0.4746447,0.000537405,0.00052272726,0.000012646968,0.031859234,0.0017388465,0.46031058,0.02184286,0.0024218024,0.0021203933],"about_ca_topic_score_codex":0.000033368193,"about_ca_topic_score_gemma":0.000010762073,"teacher_disagreement_score":0.31805274,"about_ca_system_score_codex":0.00025655862,"about_ca_system_score_gemma":0.0000067035517,"threshold_uncertainty_score":0.98697174},"labels":[],"label_agreement":null},{"id":"W4251968438","doi":"10.1515/iupac.79.1840","title":"Precautionary Principle","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Chemical nomenclature; Hazard; Computer science; Toxicology; Chemistry; Philosophy; Biology; Linguistics","score_opus":0.012486462534568891,"score_gpt":0.39955446956538565,"score_spread":0.3870680070308168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251968438","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016869829,0.00007219201,0.000037490656,0.00040607963,0.00051533256,0.00032747525,0.9960012,0.000049243412,0.00090399367],"genre_scores_gemma":[0.00016064986,0.00052034156,0.000064980755,0.0004226048,0.0004109597,0.000023798813,0.99429446,0.00003329121,0.004068907],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99707794,0.00009223178,0.0003589417,0.0005249351,0.0014474465,0.0004985193],"domain_scores_gemma":[0.9988643,0.00004270707,0.0002172686,0.00060274114,0.000011347693,0.0002616641],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032349007,0.00039916913,0.00038119894,0.000042326043,0.00021284944,0.000036312125,0.00051725935,0.00033499132,0.062232163],"category_scores_gemma":[0.000090532645,0.000302445,0.00016061416,0.00012498707,0.0003862846,0.00022846712,0.00075306953,0.00034735678,0.000117529424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032172473,0.00033024978,0.0007691643,0.000016246515,0.000039215105,0.000030514526,0.000012391255,0.000005370047,0.000049679213,0.0000024832964,0.9966243,0.002088238],"study_design_scores_gemma":[0.00043080794,0.00014211227,0.0049167387,0.000073964424,0.00004988351,0.000007557051,0.000009805309,0.0000020401076,0.000019863071,0.0003587092,0.9935842,0.00040432523],"about_ca_topic_score_codex":0.00024351751,"about_ca_topic_score_gemma":0.0004598637,"teacher_disagreement_score":0.062114634,"about_ca_system_score_codex":0.0018673766,"about_ca_system_score_gemma":0.00010360249,"threshold_uncertainty_score":0.9999428},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.017129046369063244,"score_gpt":0.2978465559045949,"score_spread":0.28071750953553165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252210982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85347784,0.00008259104,0.002823279,0.00090346724,0.0002615492,0.0010004689,0.00006603848,0.000028619337,0.14135617],"genre_scores_gemma":[0.9677867,0.0023693787,0.025742266,0.0016702263,0.00031171495,0.00005519563,0.000031871572,0.00006413537,0.001968458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99554753,0.00021579624,0.0010215892,0.00067531795,0.0016575385,0.00088221504],"domain_scores_gemma":[0.9980594,0.000035163557,0.0005765765,0.00046266837,0.0000027218764,0.0008634623],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006874562,0.0006438755,0.0006533371,0.00031321845,0.0004056052,0.00018525131,0.0006904143,0.00015870738,0.001589414],"category_scores_gemma":[0.0000047948615,0.0005647608,0.00028114032,0.00034377616,0.00039424852,0.00078043836,0.0011379202,0.0004918818,0.0000885573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089807133,0.018390141,0.4962842,0.00029100504,0.0031367892,0.0013834131,0.0047973413,0.011617811,0.13518432,0.034675624,0.006966226,0.28637508],"study_design_scores_gemma":[0.0025213107,0.0010473373,0.9535084,0.000039268198,0.00024876415,0.00034763225,0.0042276117,0.00035389152,0.00016271751,0.0044807484,0.032242086,0.00082024746],"about_ca_topic_score_codex":0.00009126689,"about_ca_topic_score_gemma":0.000008321482,"teacher_disagreement_score":0.45722422,"about_ca_system_score_codex":0.002493758,"about_ca_system_score_gemma":0.00003875469,"threshold_uncertainty_score":0.9996804},"labels":[],"label_agreement":null},{"id":"W4252218333","doi":"10.1017/cbo9780511814662","title":"Risk Analysis and Society","year":2003,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Risk governance; Corporate governance; Risk management; Valuation (finance); Risk assessment; Political science; Risk analysis (engineering); Engineering ethics; Environmental ethics; Business; Engineering; Economics; Management; Accounting","score_opus":0.008052279974630944,"score_gpt":0.19613365597139046,"score_spread":0.1880813759967595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252218333","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008610195,0.00003105864,0.0003741485,0.0000029064945,0.00005861851,0.0002147806,0.0002803985,0.000039498507,0.9903884],"genre_scores_gemma":[0.002040941,0.00041809792,0.0003476849,0.000106438725,0.000027826445,5.8162743e-7,0.00005991146,0.000023107466,0.9969754],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986544,0.00009972133,0.00012656442,0.00050598435,0.00032036877,0.00029291018],"domain_scores_gemma":[0.9991852,0.00004044886,0.00020948604,0.00032657202,0.000004338102,0.00023396037],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012511124,0.00030109222,0.00037511528,0.00004379785,0.00035750534,0.000039216517,0.00025781474,0.00031611513,0.00007339024],"category_scores_gemma":[0.0000036085867,0.00033973632,0.0003908331,0.00003982366,0.00056701864,0.00011336979,0.00051152566,0.0003959972,0.000035199693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004124891,0.00011943014,0.02651116,0.000062833984,0.0046650567,0.00014613429,0.00076231355,0.000072982664,0.00019375086,0.013313767,0.9502667,0.0038446093],"study_design_scores_gemma":[0.00047934504,0.00004370528,0.026410628,0.000011434532,0.0033761126,0.0000025552893,0.00012802209,0.000097235614,0.000092995055,0.000013900756,0.96873444,0.00060961314],"about_ca_topic_score_codex":0.00068697886,"about_ca_topic_score_gemma":0.000010222205,"teacher_disagreement_score":0.01846774,"about_ca_system_score_codex":0.0007992187,"about_ca_system_score_gemma":0.00002717703,"threshold_uncertainty_score":0.99990547},"labels":[],"label_agreement":null},{"id":"W4252283377","doi":"10.4324/9780429504181-5","title":"Lessons from implementing integrated water resource management: a case study of the North Bay-Mattawa Conservation Authority, Ontario","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bay; Resource (disambiguation); Environmental resource management; Environmental planning; Geography; Water resource management; Environmental science; Archaeology; Computer science","score_opus":0.034269296249756075,"score_gpt":0.2764116351236813,"score_spread":0.2421423388739252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252283377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7035605,0.0000015134835,0.000019755185,0.00010689796,0.000105104205,0.0008570387,0.00007394449,0.000024916932,0.29525036],"genre_scores_gemma":[0.61538935,0.0000023181667,0.00017748463,0.00022714505,0.000036926336,0.000018368039,0.00015293984,0.000040433144,0.38395506],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975693,0.00009307656,0.0006327778,0.0005814492,0.00071484945,0.0004085103],"domain_scores_gemma":[0.9988484,0.000034502842,0.0003410054,0.00066150515,0.000010329895,0.00010428026],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003065224,0.00042620435,0.0003878372,0.000044099477,0.0005447306,0.00007082595,0.0005069616,0.00017037478,0.032180797],"category_scores_gemma":[0.000002306842,0.00026892044,0.0001545936,0.000054862703,0.0003034656,0.00017683736,0.0019062636,0.00040554878,0.00031922178],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006054324,0.0010328256,0.9282636,0.00003659561,0.0012377765,0.00085274567,0.04520312,0.000038120692,0.00022346388,0.00053936307,0.017535958,0.004975873],"study_design_scores_gemma":[0.0030134523,0.0007150795,0.37668827,0.0002283992,0.0016800227,0.00009068072,0.03893409,0.00007652809,0.00036225154,0.005304113,0.5711399,0.0017672586],"about_ca_topic_score_codex":0.2690307,"about_ca_topic_score_gemma":0.8433605,"teacher_disagreement_score":0.57432973,"about_ca_system_score_codex":0.0008366664,"about_ca_system_score_gemma":0.000014933308,"threshold_uncertainty_score":0.9999763},"labels":[],"label_agreement":null},{"id":"W4252578064","doi":"10.1787/9789264283244-7-fr","title":"Évaluation et recommandations","year":2017,"lang":"fr","type":"book-chapter","venue":"Examens environnementaux de l'OCDE","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.06753941190593132,"score_gpt":0.31712164550371674,"score_spread":0.24958223359778542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252578064","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050196152,0.0004599047,0.0026352464,0.006319482,0.0015208223,0.0017417131,0.0007860498,0.00011787171,0.93622273],"genre_scores_gemma":[0.3910566,0.008970163,0.022245372,0.004135432,0.0008650928,0.00020598607,0.0014935402,0.0003704864,0.5706573],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99473447,0.00041893657,0.0009881523,0.0012858991,0.0013299822,0.0012425807],"domain_scores_gemma":[0.9964253,0.00024785532,0.0010542759,0.0015885576,0.000010440769,0.0006736155],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015310207,0.0011317757,0.00082072633,0.00013615219,0.0021688954,0.0003858266,0.0011435525,0.0008030386,0.10722463],"category_scores_gemma":[0.000093689436,0.0012981154,0.00049685413,0.000036252062,0.0020319417,0.0010547561,0.0012001154,0.0011663493,0.016581452],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014890032,0.0019873462,0.1287519,0.00021261325,0.0015640656,0.0003504737,0.008387199,0.005489769,0.033466287,0.14137809,0.02739457,0.6508688],"study_design_scores_gemma":[0.0018082235,0.0005153527,0.26270077,0.00034706088,0.0006479045,0.000046408288,0.0004363627,0.00051889714,0.0011542045,0.023510527,0.70650464,0.0018096619],"about_ca_topic_score_codex":0.0029690613,"about_ca_topic_score_gemma":0.0025229673,"teacher_disagreement_score":0.67911005,"about_ca_system_score_codex":0.003724366,"about_ca_system_score_gemma":0.00011982271,"threshold_uncertainty_score":0.99913013},"labels":[],"label_agreement":null},{"id":"W4252847217","doi":"10.32920/ryerson.14656959.v1","title":"Compensation in hazardous facility siting : ban analysis of compensatory agreements","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission; Ministry of Education, India; European Synchrotron Radiation Facility","keywords":"Compensation (psychology); Hazardous waste; Process (computing); Business; Capital (architecture); Economics; Computer science; Engineering; Geography","score_opus":0.024786478586560627,"score_gpt":0.28727643386786633,"score_spread":0.2624899552813057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252847217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838894,0.000016508438,0.00040636022,0.000046001172,0.000114698894,0.0002854249,0.0000987227,0.000018620914,0.015124283],"genre_scores_gemma":[0.9974985,0.000023566257,0.00150846,0.00011940303,0.00000769494,0.000013792798,0.0006362533,0.0000077340055,0.0001845895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762905,0.00022110208,0.00064358854,0.0005585195,0.00066561427,0.00028211068],"domain_scores_gemma":[0.99905854,0.000049359493,0.00033288306,0.00044936,0.000007720851,0.00010211979],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046381354,0.00025515328,0.00068508496,0.00013436956,0.000064571956,0.0000437266,0.00029285738,0.00020571098,0.008555801],"category_scores_gemma":[0.000022643639,0.00026919463,0.000301894,0.00050547917,0.00018082143,0.00014723085,0.0014348165,0.0003505942,0.000051200226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061563196,0.00032201604,0.96067226,0.000028872466,0.0003691039,0.000010539053,0.0019892764,0.027416779,0.0064212824,0.000007428669,0.000020268748,0.0027360446],"study_design_scores_gemma":[0.00020170209,0.000011804703,0.9886908,0.000024976966,0.00028403953,1.6147479e-7,0.0022590777,0.0074552316,0.0007531861,0.000047146004,0.000027631919,0.00024425937],"about_ca_topic_score_codex":0.008297176,"about_ca_topic_score_gemma":0.008682892,"teacher_disagreement_score":0.028018551,"about_ca_system_score_codex":0.0008720296,"about_ca_system_score_gemma":0.000024374569,"threshold_uncertainty_score":0.99997604},"labels":[],"label_agreement":null},{"id":"W4252985196","doi":"10.4018/978-1-4666-8358-7.ch112","title":"Community-Driven Health-Impact Assessment","year":2015,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Transformative learning; Health impact assessment; Citizen journalism; Participatory action research; Nova scotia; Public relations; Community health; Action (physics); Political science; Psychology; Sociology; Medicine; Nursing; Public health; Pedagogy","score_opus":0.04872462348885175,"score_gpt":0.35031770267522494,"score_spread":0.3015930791863732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252985196","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034394572,0.00009832718,0.00005841304,0.00020389367,0.00031669904,0.00062212924,0.00040325252,0.00012369973,0.9947341],"genre_scores_gemma":[0.756553,0.000021595546,0.0011578397,0.001992427,0.00022599749,0.000027299644,0.00010242801,0.00012709365,0.23979233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99696475,0.00021348214,0.00053503225,0.0004370504,0.0011546527,0.0006950571],"domain_scores_gemma":[0.99784386,0.000029456984,0.00045557777,0.00082106167,0.000011662263,0.0008383609],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005046921,0.0006757241,0.0007553608,0.000029752835,0.0005271911,0.00009773359,0.00075201713,0.00042100818,0.002176242],"category_scores_gemma":[0.000008110759,0.0006255082,0.00035686427,0.000026227695,0.00044646524,0.00013812877,0.0010576926,0.001090177,0.0020871859],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011929463,0.0006862305,0.025195347,0.000108017164,0.0009429037,0.00018972423,0.0024000097,0.0008379258,0.00015974836,0.4596404,0.44087166,0.068848714],"study_design_scores_gemma":[0.0020605256,0.0025715125,0.053636182,0.00038002935,0.0002142569,0.000097925484,0.000395246,0.00007907275,0.000007427422,0.6337874,0.30422035,0.002550084],"about_ca_topic_score_codex":0.0049006515,"about_ca_topic_score_gemma":0.0012322721,"teacher_disagreement_score":0.7549418,"about_ca_system_score_codex":0.008111249,"about_ca_system_score_gemma":0.000263056,"threshold_uncertainty_score":0.9996196},"labels":[],"label_agreement":null},{"id":"W4253048755","doi":"10.7287/peerj.preprints.27409","title":"Scientific shortcomings in environmental impact statements internationally","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; World Wildlife Fund Canada; University of British Columbia","funders":"","keywords":"Judgement; Scope (computer science); Context (archaeology); Rigour; Risk analysis (engineering); Impact assessment; Environmental impact assessment; Business; Management science; Environmental planning; Public economics; Political science; Computer science; Economics; Geography; Law","score_opus":0.02189828211131946,"score_gpt":0.35048321309423547,"score_spread":0.328584930982916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253048755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780163,0.000020302252,0.00016031007,0.00008256823,0.00086980744,0.00062483264,0.00020331137,0.00004390168,0.01997865],"genre_scores_gemma":[0.9903077,0.00003719123,0.0010336168,0.00019132682,0.00008770626,0.000062742794,0.0004950398,0.000046709214,0.007737988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648416,0.00010506863,0.0006191285,0.0010135729,0.0011319909,0.0006460519],"domain_scores_gemma":[0.9989078,0.000027656673,0.00025631135,0.0005486416,0.0000030955741,0.00025648807],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00062882167,0.00049131014,0.0003727531,0.0001513534,0.00018713863,0.00034011697,0.0008722208,0.00026791543,0.037491135],"category_scores_gemma":[0.000015970832,0.00044549166,0.00023764228,0.00014561215,0.0008072069,0.0006833042,0.0036408938,0.0005289397,0.0030369333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002523316,0.0005643544,0.98547524,0.000007780209,0.00005972641,0.000021343249,0.0008907861,0.0009048657,0.0041678334,0.000007033212,0.005675602,0.0022002205],"study_design_scores_gemma":[0.00049076614,0.000096332784,0.9902272,0.00004965314,0.000020740392,0.0000030818292,0.00013946097,0.001588323,0.00073062984,0.004120648,0.0019332151,0.0005999275],"about_ca_topic_score_codex":0.0015827728,"about_ca_topic_score_gemma":0.00064833317,"teacher_disagreement_score":0.0344542,"about_ca_system_score_codex":0.0033460082,"about_ca_system_score_gemma":0.000044145927,"threshold_uncertainty_score":0.99979967},"labels":[],"label_agreement":null},{"id":"W4253258003","doi":"10.32920/ryerson.14656959","title":"Compensation in hazardous facility siting : ban analysis of compensatory agreements","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission; Ministry of Education, India; European Synchrotron Radiation Facility","keywords":"Compensation (psychology); Hazardous waste; Process (computing); Business; Capital (architecture); Computer science; Engineering; Geography; Psychology","score_opus":0.024786478586560627,"score_gpt":0.28727643386786633,"score_spread":0.2624899552813057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253258003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838894,0.000016508438,0.00040636022,0.000046001172,0.000114698894,0.0002854249,0.0000987227,0.000018620914,0.015124283],"genre_scores_gemma":[0.9974985,0.000023566257,0.00150846,0.00011940303,0.00000769494,0.000013792798,0.0006362533,0.0000077340055,0.0001845895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762905,0.00022110208,0.00064358854,0.0005585195,0.00066561427,0.00028211068],"domain_scores_gemma":[0.99905854,0.000049359493,0.00033288306,0.00044936,0.000007720851,0.00010211979],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046381354,0.00025515328,0.00068508496,0.00013436956,0.000064571956,0.0000437266,0.00029285738,0.00020571098,0.008555801],"category_scores_gemma":[0.000022643639,0.00026919463,0.000301894,0.00050547917,0.00018082143,0.00014723085,0.0014348165,0.0003505942,0.000051200226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061563196,0.00032201604,0.96067226,0.000028872466,0.0003691039,0.000010539053,0.0019892764,0.027416779,0.0064212824,0.000007428669,0.000020268748,0.0027360446],"study_design_scores_gemma":[0.00020170209,0.000011804703,0.9886908,0.000024976966,0.00028403953,1.6147479e-7,0.0022590777,0.0074552316,0.0007531861,0.000047146004,0.000027631919,0.00024425937],"about_ca_topic_score_codex":0.008297176,"about_ca_topic_score_gemma":0.008682892,"teacher_disagreement_score":0.028018551,"about_ca_system_score_codex":0.0008720296,"about_ca_system_score_gemma":0.000024374569,"threshold_uncertainty_score":0.99997604},"labels":[],"label_agreement":null},{"id":"W4253258997","doi":"10.24124/2015/bpgub1113","title":"Characterizing the social-ecological importance of coastal marine locations: integrative challenges, insights and solutions from the Pacific north coast of British Columbia","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Marine spatial planning; Geography; Context (archaeology); Environmental resource management; Process (computing); Environmental planning; Ecology; Computer science; Environmental science","score_opus":0.023663208882454198,"score_gpt":0.2592732542506877,"score_spread":0.2356100453682335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253258997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879991,0.00035068038,0.0000027362257,0.000191175,0.000116006675,0.00046144347,0.000612226,0.000011694546,0.010254927],"genre_scores_gemma":[0.9935805,0.0020840806,0.00004989613,0.00006641335,0.000049395054,0.00006758154,0.0016493633,0.00001621132,0.0024365296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984806,0.00016099247,0.00043679297,0.00029761958,0.00042262598,0.00020132122],"domain_scores_gemma":[0.999061,0.00015410468,0.00049954467,0.00018829973,0.000030735806,0.00006630568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019709018,0.00017307121,0.000362691,0.0000081881635,0.0004200061,0.00005929825,0.0002960171,0.00017707098,0.0007313671],"category_scores_gemma":[0.000044515462,0.00014028848,0.000087236964,0.00012898546,0.00070375315,0.00018713283,0.00027526973,0.00030159098,0.000007018019],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050630486,0.00097628776,0.8970394,0.000038566955,0.0002889988,0.0000074039344,0.041056417,0.0000021612825,0.001993396,0.00016482982,0.012266329,0.046115536],"study_design_scores_gemma":[0.00017053858,0.00007118628,0.9278956,0.000033187556,0.000058295955,0.0000012536275,0.069815814,0.000011024057,0.000013458376,0.0013070394,0.0004821056,0.00014051911],"about_ca_topic_score_codex":0.06963656,"about_ca_topic_score_gemma":0.919737,"teacher_disagreement_score":0.8501004,"about_ca_system_score_codex":0.00012327524,"about_ca_system_score_gemma":0.000045279718,"threshold_uncertainty_score":0.9365588},"labels":[],"label_agreement":null},{"id":"W4253369298","doi":"10.31219/osf.io/a9sd3","title":"Mapping the predicted and potential impacts of metal mining and its mitigation measures in Arctic and boreal regions using environmental and social impact assessments: a systematic map protocol","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social impact assessment; Environmental impact assessment; Action plan; Impact assessment; Environmental resource management; Environmental planning; Arctic; Geography; Environmental protection; Environmental science; Ecology; Political science","score_opus":0.032313655913081836,"score_gpt":0.31965241190188665,"score_spread":0.2873387559888048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253369298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753296,0.00013149335,0.00013743484,0.00008824846,0.000047751793,0.02407645,0.000085447515,0.000014233277,0.00008934414],"genre_scores_gemma":[0.99718523,0.000058054782,0.00042815882,0.00004004176,0.000034374047,0.00214726,0.000035211142,0.00003409857,0.00003755227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971592,0.0005087054,0.00067136844,0.00058656675,0.00066349877,0.00041067027],"domain_scores_gemma":[0.9989248,0.00010162409,0.0006117904,0.00019791642,0.0000056697227,0.00015818674],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007959712,0.0004611422,0.0007176328,0.00011604059,0.00029333422,0.00017105741,0.00015971273,0.00029299443,0.000057879806],"category_scores_gemma":[0.000025926598,0.0003367588,0.00009550436,0.00007463062,0.00054024224,0.00049596827,0.0011982638,0.00036777748,0.0000011512641],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015396698,0.00039190523,0.89243126,0.012553835,0.00067405717,0.000018780749,0.014010853,0.00031802908,0.078751996,0.000022426175,0.000023175438,0.000649685],"study_design_scores_gemma":[0.0014209301,0.00018161158,0.9763025,0.001625868,0.0002639007,0.000062761734,0.007240731,0.011976713,0.00018602904,0.00033059283,0.0000012214857,0.00040715394],"about_ca_topic_score_codex":0.0011339715,"about_ca_topic_score_gemma":0.00010269934,"teacher_disagreement_score":0.0838712,"about_ca_system_score_codex":0.0005333932,"about_ca_system_score_gemma":0.00004153767,"threshold_uncertainty_score":0.99990845},"labels":[],"label_agreement":null},{"id":"W4253422678","doi":"10.3152/147154606781765354","title":"Improving quality","year":2006,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dynamic Systems Analysis (Canada); University of Calgary","funders":"","keywords":"Quality (philosophy); Government (linguistics); Business; Risk analysis (engineering); Environmental impact assessment; Environmental planning; Environmental impact statement; Process management; Computer science; Political science; Law; Environmental science","score_opus":0.02231168152036001,"score_gpt":0.4032500225856879,"score_spread":0.38093834106532787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253422678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9411123,0.00002949777,0.0012328794,0.000117939344,0.00016810134,0.00032919634,0.000022722597,0.00009085176,0.05689656],"genre_scores_gemma":[0.9959508,0.000011467216,0.0030957137,0.000079993,0.00017528306,0.00003297235,0.000049603565,0.000026238828,0.0005778835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813044,0.00014385271,0.00033027088,0.00038461012,0.00048848585,0.0005223419],"domain_scores_gemma":[0.9993413,0.00014160237,0.00016889937,0.00021654392,0.0000041469343,0.00012750884],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050265295,0.0002847785,0.00026443612,0.000043970802,0.00027869805,0.00016512419,0.00016110901,0.00010701775,0.00095787237],"category_scores_gemma":[0.000019021641,0.00022874364,0.00012052388,0.00021373715,0.00023149725,0.0006104122,0.00025672204,0.00021493877,0.000061772305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027779728,0.00022853813,0.95427686,0.000010255657,0.000020805834,0.000006058657,0.00018312555,0.00003137434,0.021256538,0.0005186123,0.0027659386,0.020674136],"study_design_scores_gemma":[0.0007285477,0.00019457054,0.9948177,0.0000044646954,0.000023144512,0.00001006356,0.00023979411,0.0006559717,0.00032357112,0.00056811166,0.002068156,0.00036590584],"about_ca_topic_score_codex":0.014334498,"about_ca_topic_score_gemma":0.00026732887,"teacher_disagreement_score":0.056318678,"about_ca_system_score_codex":0.00032794024,"about_ca_system_score_gemma":0.000050432205,"threshold_uncertainty_score":0.9999554},"labels":[],"label_agreement":null},{"id":"W4253691242","doi":"10.1111/cag.12628","title":"Issue Information / Dans ce numéro","year":2021,"lang":"fr","type":"paratext","venue":"Canadian Geographies / Géographies canadiennes","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citation; Geographer; Section (typography); Library science; Indigenous; Computer science; World Wide Web; Humanities; Geography; Cartography; Art","score_opus":0.006033841183459547,"score_gpt":0.20677198866735452,"score_spread":0.20073814748389499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253691242","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34387568,0.010983122,0.000030910596,0.004641678,0.030171271,0.0020364048,0.010562375,0.0001376914,0.5975609],"genre_scores_gemma":[0.5601229,0.08907393,0.0012708441,0.014208896,0.0044685807,0.00088113645,0.018537512,0.00061350793,0.3108227],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99188256,0.00041748548,0.0014037839,0.0013366075,0.0011032077,0.0038563344],"domain_scores_gemma":[0.99292344,0.00016771168,0.0006780164,0.0013938424,0.000113706665,0.004723271],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.00037874683,0.001751092,0.0013894631,0.0028271666,0.0026926112,0.00097021577,0.0017031764,0.0015172616,0.10643572],"category_scores_gemma":[0.0001203378,0.0020633219,0.0011313786,0.007423769,0.0059064403,0.0026521566,0.00045812028,0.0013415469,0.018549047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018661854,0.000120002114,0.143958,0.00033800586,0.00074653246,0.00031703795,0.00889568,0.00038858966,0.00012745128,0.0008720674,0.81882334,0.025394661],"study_design_scores_gemma":[0.00044508823,0.00019983867,0.14804345,0.000289828,0.000249281,0.00009301389,0.04137102,0.000026037502,0.00008144666,0.0003317389,0.80696017,0.001909054],"about_ca_topic_score_codex":0.950337,"about_ca_topic_score_gemma":0.9937035,"teacher_disagreement_score":0.28673816,"about_ca_system_score_codex":0.0026948499,"about_ca_system_score_gemma":0.0007469035,"threshold_uncertainty_score":0.999779},"labels":[],"label_agreement":null},{"id":"W4253976954","doi":"10.32920/ryerson.14646693.v1","title":"Investigating the Use of Sustainability and Sustainable Development by the City of Toronto Through a 30-Year Document Analysis","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Operationalization; Sustainability; Conceptualization; Interdependence; Sustainable development; Content analysis; Exploratory research; Sociology; Political science; Social science; Computer science; Epistemology","score_opus":0.023453144238707577,"score_gpt":0.28741847466577797,"score_spread":0.2639653304270704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253976954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99563235,0.00022376573,0.0010683042,0.00042862314,0.000024356572,0.0008031904,0.000011848372,0.000009792399,0.0017977802],"genre_scores_gemma":[0.9929529,0.00016583485,0.0043162033,0.00019299274,0.0000070527935,0.00007086141,0.000032584536,0.00001107916,0.0022504863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749744,0.00035865686,0.0005836823,0.00047104165,0.0006865252,0.00040265435],"domain_scores_gemma":[0.99858236,0.00019346416,0.0004252411,0.00066793186,0.000039763883,0.00009121978],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094721623,0.00027172972,0.00047362942,0.000008807425,0.00033753374,0.00013661121,0.00042584975,0.00014378544,0.002620475],"category_scores_gemma":[0.0001753509,0.00016230464,0.00018051338,0.0002162546,0.0009211639,0.00042805413,0.004102686,0.00025777507,7.942362e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007672451,0.00027380898,0.964656,0.00021405231,0.00092101673,0.0000020781486,0.027760422,0.003223313,0.00032021292,0.0003655095,0.0006395579,0.001616383],"study_design_scores_gemma":[0.00022227461,0.000047291633,0.91642106,0.000026712505,0.00056059955,4.516713e-7,0.072125115,0.00021905082,0.0039677992,0.0031358202,0.0029071923,0.00036661187],"about_ca_topic_score_codex":0.16766004,"about_ca_topic_score_gemma":0.0050569596,"teacher_disagreement_score":0.16260308,"about_ca_system_score_codex":0.0015971767,"about_ca_system_score_gemma":0.00012359662,"threshold_uncertainty_score":0.99829125},"labels":[],"label_agreement":null},{"id":"W4254184710","doi":"10.32920/ryerson.14649327","title":"An examination of best practices for mine site reclamation: an investigation of Ontario's recent environmental assessment cases where reclamation is expected","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Land reclamation; Revegetation; Environmental science; Deforestation (computer science); Environmental restoration; Environmental protection; Environmental planning; Environmental impact assessment; Environmental resource management; Mining engineering; Engineering; Geography; Archaeology; Ecology","score_opus":0.06254239963017712,"score_gpt":0.3415026329714548,"score_spread":0.2789602333412777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254184710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951216,0.00005931512,0.0007781351,0.00024536843,0.00023374945,0.0014876348,0.00024078369,0.000029918256,0.0018035215],"genre_scores_gemma":[0.9525471,0.00041845924,0.039634913,0.00009064837,0.0000734131,0.0002180875,0.0054223547,0.000043699114,0.0015513612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963416,0.0005050237,0.0010118806,0.00084081746,0.001023523,0.00027719187],"domain_scores_gemma":[0.99641544,0.00013956144,0.0024698114,0.0007138402,0.000047053378,0.0002142783],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077001075,0.0004291804,0.0005493047,0.000093573195,0.00018599862,0.00012187411,0.00033003162,0.00044085216,0.007749371],"category_scores_gemma":[0.00005205388,0.00045165888,0.00014644767,0.00016522803,0.00026063403,0.001960206,0.0003642142,0.00032836967,0.000009120325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012226329,0.0033376154,0.5189751,0.00041894917,0.00021515539,0.000007652617,0.044989567,0.002464561,0.38292742,0.000025657362,0.00027351966,0.04624259],"study_design_scores_gemma":[0.00088213745,0.0013969501,0.9164952,0.0002216368,0.0003366691,0.000008762861,0.012980517,0.0032876374,0.06295419,0.00023680388,0.0005260222,0.0006734993],"about_ca_topic_score_codex":0.046978585,"about_ca_topic_score_gemma":0.06647303,"teacher_disagreement_score":0.39752012,"about_ca_system_score_codex":0.002820065,"about_ca_system_score_gemma":0.00022034813,"threshold_uncertainty_score":0.9997935},"labels":[],"label_agreement":null},{"id":"W4254471094","doi":"10.1111/j.1747-4477.2007.00104.x","title":"Images from IFEA 7th Endodontic World Congress, Vancouver 2007","year":2007,"lang":"en","type":"article","venue":"Australian Endodontic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Information retrieval; World Wide Web; Computer science","score_opus":0.01481887186131888,"score_gpt":0.2768180425579745,"score_spread":0.2619991706966556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254471094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9379691,0.000118791024,0.0015555634,0.00057339744,0.0059148627,0.00036360938,0.00007460281,0.00008950192,0.053340573],"genre_scores_gemma":[0.9333832,0.00007658084,0.0034366362,0.00063682144,0.0008043844,0.0000031429045,0.000014443698,0.000047376798,0.061597407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967812,0.00011733207,0.00065982103,0.00040232926,0.00092284323,0.0011165222],"domain_scores_gemma":[0.9984428,0.00015437997,0.00034968945,0.0003143779,0.000011643494,0.00072706665],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007883226,0.00037786498,0.0003794005,0.00010178687,0.00041593667,0.00018907904,0.0005513916,0.00012854987,0.026778515],"category_scores_gemma":[0.00005524527,0.00033640285,0.00023913791,0.00028387815,0.00046008595,0.0009071833,0.00018869653,0.0007800712,0.0016284719],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005204217,0.00021291412,0.64280295,0.0000029911719,0.00009275689,0.00063895853,0.00022882709,0.00007699129,0.008402495,0.000010475227,0.3383653,0.009113301],"study_design_scores_gemma":[0.0018054551,0.00011272227,0.8264778,0.00006654732,0.00013990453,0.00010425303,0.0009535158,0.000010055538,0.01070288,0.0014192678,0.15760794,0.00059961417],"about_ca_topic_score_codex":0.0013739155,"about_ca_topic_score_gemma":0.002296818,"teacher_disagreement_score":0.18367489,"about_ca_system_score_codex":0.00068191387,"about_ca_system_score_gemma":0.000020857682,"threshold_uncertainty_score":0.9999088},"labels":[],"label_agreement":null},{"id":"W4254496832","doi":"10.1111/j.1440-1630.1972.tb00570.x","title":"(CANADA): PROVINCE OP BRITISH COLUMBIA","year":2010,"lang":"en","type":"article","venue":"Australian Occupational Therapy Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Psychology; Medicine; Computer science","score_opus":0.02075819949439533,"score_gpt":0.2794832608117689,"score_spread":0.25872506131737355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254496832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99534786,0.00000509559,0.000017073364,0.0005300079,0.00052833126,0.00013381914,0.00004940719,0.000011595959,0.0033768115],"genre_scores_gemma":[0.98085207,0.00003606406,0.0011075339,0.0010652739,0.00028383336,0.0000054177135,0.000014953428,0.00001564977,0.01661918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853426,0.00004434436,0.00024164679,0.00017553991,0.00068862597,0.00031558194],"domain_scores_gemma":[0.99943817,0.000021990332,0.00014135014,0.00011301605,0.000010031382,0.0002754394],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002051429,0.00010197886,0.000108942244,0.000007642197,0.00052118924,0.00041194548,0.00029432648,0.000073655145,0.04102128],"category_scores_gemma":[0.000014996059,0.00013406241,0.00006483376,0.00008645032,0.00017720032,0.000423549,0.000042311844,0.00045618627,0.00009166127],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001420583,0.000105629115,0.82691014,5.409867e-7,0.00001880728,0.00005015052,0.00001920808,0.000027923536,0.0073858853,0.000009360406,0.14629053,0.019167606],"study_design_scores_gemma":[0.00040987888,0.000049839327,0.8768952,0.0000039744705,0.0000028679797,0.00020886985,0.00002631287,0.0000057520842,0.00018608752,0.0006220954,0.12143316,0.00015599711],"about_ca_topic_score_codex":0.5802487,"about_ca_topic_score_gemma":0.90610266,"teacher_disagreement_score":0.32585394,"about_ca_system_score_codex":0.00025872866,"about_ca_system_score_gemma":0.0002544306,"threshold_uncertainty_score":0.9598554},"labels":[],"label_agreement":null},{"id":"W4254671784","doi":"10.1002/cjs.11507","title":"Issue Information","year":2020,"lang":"en","type":"paratext","venue":"Canadian Journal of Statistics","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Statistics Canada; University of Toronto","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science","score_opus":0.011156439029126103,"score_gpt":0.24232291267546863,"score_spread":0.23116647364634252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254671784","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021141404,0.00059919246,0.043892533,0.003027628,0.019396467,0.00058498915,0.014723005,0.0000076671295,0.91565436],"genre_scores_gemma":[0.25878385,0.004883907,0.12031224,0.04109252,0.009451674,0.00002021521,0.0065123495,0.00042285776,0.5585204],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988917,0.00003616355,0.00043087694,0.000066119246,0.00032257114,0.0002525562],"domain_scores_gemma":[0.9985048,0.000025929456,0.0004756339,0.000079692865,0.000016649277,0.00089726096],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000850007,0.00016239802,0.00026005905,0.000066344364,0.00012050598,0.00010154665,0.00029199,0.0001428475,0.0661731],"category_scores_gemma":[0.00007205405,0.00015778688,0.00005575852,0.00010352825,0.00016916385,0.00038711488,0.000030004538,0.00041854964,0.03956031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026290013,0.0000035907724,0.00056528405,0.000017294285,0.000023610319,0.000043921864,0.0007251335,0.00023324753,0.000005984206,0.000022242184,0.98960847,0.008748602],"study_design_scores_gemma":[0.00014068208,0.00011989112,0.0025619804,0.000027608752,0.000036419977,0.000016301601,0.00020012101,0.000024447769,0.000012587035,0.00018794798,0.9965098,0.00016219339],"about_ca_topic_score_codex":0.006948756,"about_ca_topic_score_gemma":0.0039493,"teacher_disagreement_score":0.35713398,"about_ca_system_score_codex":0.0007723067,"about_ca_system_score_gemma":0.00043110602,"threshold_uncertainty_score":0.99966407},"labels":[],"label_agreement":null},{"id":"W4255646247","doi":"10.32920/ryerson.14644668","title":"Managing threats to small drinking water systems in Ontario : a risk based approach","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Water safety; Risk management; Environmental planning; Risk assessment; Safe Drinking Water Act; Risk analysis (engineering); Economic Justice; Environmental health; Environmental resource management; Environmental science; Computer security; Computer science; Water quality; Political science; Medicine; Finance; Law","score_opus":0.030978122255302724,"score_gpt":0.24404023956525606,"score_spread":0.21306211730995334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255646247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90544206,0.000028377071,0.011101515,0.000101372774,0.0003757814,0.00088856014,0.0000033559004,0.00005123559,0.08200773],"genre_scores_gemma":[0.9837156,0.000017384653,0.00788257,0.00033135494,0.000033744138,0.00020720874,0.00012585445,0.000041472416,0.007644831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973148,0.00019085903,0.00040902878,0.0009325699,0.00050105056,0.0006517],"domain_scores_gemma":[0.99907434,0.00002150594,0.00009436954,0.0005778139,0.0000028389268,0.0002291258],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053061097,0.00040974762,0.00047553107,0.00008171045,0.00014026067,0.0003065219,0.0004852525,0.00026605395,0.0026812875],"category_scores_gemma":[0.0000042771244,0.00032810753,0.00015540587,0.00010060909,0.00005698347,0.00012530199,0.002476731,0.0008924892,0.00022885244],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009546434,0.00025269247,0.714068,0.000038396018,0.00003461722,0.000049225295,0.0048129847,0.27787656,0.0006087516,0.0000040212526,0.000023080867,0.002222097],"study_design_scores_gemma":[0.00082264084,0.00007052094,0.96704704,0.0003839823,0.00010766556,0.0000053054046,0.0035648518,0.02366594,0.0012463442,0.0007580194,0.000838278,0.0014893917],"about_ca_topic_score_codex":0.58090544,"about_ca_topic_score_gemma":0.4552804,"teacher_disagreement_score":0.25421062,"about_ca_system_score_codex":0.0031406456,"about_ca_system_score_gemma":0.000039315615,"threshold_uncertainty_score":0.9999171},"labels":[],"label_agreement":null},{"id":"W4255794442","doi":"10.7287/peerj.preprints.27409v1","title":"Scientific shortcomings in environmental impact statements internationally","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; World Wildlife Fund Canada; University of British Columbia","funders":"","keywords":"Judgement; Scope (computer science); Context (archaeology); Rigour; Risk analysis (engineering); Impact assessment; Environmental impact assessment; Business; Environmental planning; Environmental resource management; Management science; Computer science; Political science; Economics; Geography","score_opus":0.02189828211131946,"score_gpt":0.35048321309423547,"score_spread":0.328584930982916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255794442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780163,0.000020302252,0.00016031007,0.00008256823,0.00086980744,0.00062483264,0.00020331137,0.00004390168,0.01997865],"genre_scores_gemma":[0.9903077,0.00003719123,0.0010336168,0.00019132682,0.00008770626,0.000062742794,0.0004950398,0.000046709214,0.007737988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648416,0.00010506863,0.0006191285,0.0010135729,0.0011319909,0.0006460519],"domain_scores_gemma":[0.9989078,0.000027656673,0.00025631135,0.0005486416,0.0000030955741,0.00025648807],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00062882167,0.00049131014,0.0003727531,0.0001513534,0.00018713863,0.00034011697,0.0008722208,0.00026791543,0.037491135],"category_scores_gemma":[0.000015970832,0.00044549166,0.00023764228,0.00014561215,0.0008072069,0.0006833042,0.0036408938,0.0005289397,0.0030369333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002523316,0.0005643544,0.98547524,0.000007780209,0.00005972641,0.000021343249,0.0008907861,0.0009048657,0.0041678334,0.000007033212,0.005675602,0.0022002205],"study_design_scores_gemma":[0.00049076614,0.000096332784,0.9902272,0.00004965314,0.000020740392,0.0000030818292,0.00013946097,0.001588323,0.00073062984,0.004120648,0.0019332151,0.0005999275],"about_ca_topic_score_codex":0.0015827728,"about_ca_topic_score_gemma":0.00064833317,"teacher_disagreement_score":0.0344542,"about_ca_system_score_codex":0.0033460082,"about_ca_system_score_gemma":0.000044145927,"threshold_uncertainty_score":0.99979967},"labels":[],"label_agreement":null},{"id":"W4255816641","doi":"10.32920/ryerson.14646342.v1","title":"Best practices for Strategic Environmental Assessment and application to the Ontario Long-Term Energy Plan","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Strategic environmental assessment; Sustainability; Environmental impact assessment; Business; Environmental resource management; Strategic planning; Resource (disambiguation); Best practice; Environmental planning; Plan (archaeology); Environmental economics; Process (computing); Energy planning; Energy consumption; Renewable energy; Engineering; Environmental science; Economics; Computer science; Political science; Geography; Management; Marketing","score_opus":0.049473244435968795,"score_gpt":0.3355820746028734,"score_spread":0.28610883016690464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255816641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9743711,0.00008174348,0.009500608,0.0008716058,0.0002494842,0.0013057439,0.000079539364,0.000024059354,0.013516158],"genre_scores_gemma":[0.9859364,0.0002419086,0.0034352597,0.0008126525,0.0001341312,0.00084400567,0.00067115435,0.00003578843,0.007888706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779963,0.000096115444,0.00033303228,0.00086112675,0.0005253164,0.00038475115],"domain_scores_gemma":[0.9986714,0.00009205642,0.00043458803,0.0005527172,0.0000026192388,0.00024660322],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027223083,0.00038909464,0.0002993949,0.000022190237,0.00038619776,0.00037153243,0.0004619477,0.0002391678,0.0018058852],"category_scores_gemma":[0.0000040585182,0.0003026669,0.00011729932,0.00004753369,0.00016727972,0.00024553345,0.0016814151,0.00038096192,0.000057101617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006404471,0.0016006064,0.92160606,0.00007149939,0.00031055242,0.000018871722,0.003391371,0.0039760317,0.012624886,0.0003329485,0.00054176024,0.055461377],"study_design_scores_gemma":[0.0005372316,0.00035800264,0.98196393,0.000048789032,0.0002786789,0.000019388646,0.0032287103,0.0010904953,0.0006469126,0.00082356256,0.010115445,0.00088884565],"about_ca_topic_score_codex":0.05676502,"about_ca_topic_score_gemma":0.22588465,"teacher_disagreement_score":0.16911963,"about_ca_system_score_codex":0.001541267,"about_ca_system_score_gemma":0.00007243724,"threshold_uncertainty_score":0.99994254},"labels":[],"label_agreement":null},{"id":"W4256158935","doi":"10.32920/ryerson.14653149.v1","title":"Constraints on the consideration of environmental alternatives for wastewater management","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Dalhousie University; University of King's College","funders":"Albert Einstein College of Medicine, Yeshiva University","keywords":"Environmental planning; Context (archaeology); Sustainability; Resilience (materials science); Population; Business; Psychological resilience; Wastewater; Environmental resource management; Climate change; Plan (archaeology); Citizen journalism; Process (computing); Climate resilience; Geography; Engineering; Environmental science; Political science; Environmental engineering; Sociology; Computer science; Ecology; Law; Psychology","score_opus":0.024556128832338306,"score_gpt":0.2748355457521988,"score_spread":0.2502794169198605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256158935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9513107,0.000016367103,0.000754519,0.0005947914,0.0002824162,0.001279809,0.00016124985,0.00001375015,0.04558641],"genre_scores_gemma":[0.9945441,0.00008327916,0.0023998155,0.0005588858,0.000032941312,0.00016512405,0.00010291432,0.00002062489,0.0020923365],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998493,0.000099506564,0.00031999894,0.00042023195,0.00043979567,0.00022743779],"domain_scores_gemma":[0.9992684,0.00011482524,0.00019801839,0.0003575195,0.0000017306479,0.000059480775],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021587966,0.00025410336,0.00024203322,0.00001965523,0.0001382981,0.000063554486,0.00026803315,0.00011190055,0.013929686],"category_scores_gemma":[0.000008671946,0.00017529073,0.00018555183,0.00002305488,0.0006199233,0.00008049627,0.0008929367,0.00018347884,0.00006976467],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067336456,0.011890929,0.15659197,0.0011797859,0.0065053115,0.00021474526,0.03227313,0.026836518,0.47617397,0.03189609,0.028878335,0.22688587],"study_design_scores_gemma":[0.0032605606,0.0007282502,0.4746447,0.000537405,0.00052272726,0.000012646968,0.031859234,0.0017388465,0.46031058,0.02184286,0.0024218024,0.0021203933],"about_ca_topic_score_codex":0.000033368193,"about_ca_topic_score_gemma":0.000010762073,"teacher_disagreement_score":0.31805274,"about_ca_system_score_codex":0.00025655862,"about_ca_system_score_gemma":0.0000067035517,"threshold_uncertainty_score":0.98697174},"labels":[],"label_agreement":null},{"id":"W4256709899","doi":"10.1002/ieam.1385","title":"Learned Discourses: Timely Scientific Opinions","year":2012,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"CLARITY; Globe; Subject (documents); Library science; Consistency (knowledge bases); Dissenting opinion; Political science; Public relations; Sociology; Media studies; Psychology; Law; Computer science","score_opus":0.01710184982844029,"score_gpt":0.3005500650450283,"score_spread":0.28344821521658803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256709899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9118975,0.00018383557,0.0011823375,0.00063066924,0.00093087944,0.0009774708,0.00008205676,0.0001363551,0.08397891],"genre_scores_gemma":[0.98254305,0.00043357073,0.004128115,0.000327804,0.000073107156,0.00013892712,0.00039084852,0.00004634284,0.011918231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972854,0.00012023035,0.00036530982,0.0006061479,0.00074185705,0.0008810083],"domain_scores_gemma":[0.99895614,0.00002735441,0.00013100682,0.00041116678,0.0000012765422,0.00047307828],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004892667,0.00042541538,0.00026900382,0.000091821734,0.0007011342,0.0002090812,0.00032007377,0.00010286512,0.006244607],"category_scores_gemma":[0.000002332626,0.00036762003,0.000114028764,0.00024974137,0.0008062034,0.0010771829,0.00087158044,0.0002740784,0.0014065567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003495093,0.0023404285,0.88084245,0.000030984742,0.00027201307,0.000021685382,0.0011335453,0.00010401766,0.009399238,0.0042627137,0.0166642,0.08489377],"study_design_scores_gemma":[0.00086317316,0.00012808235,0.81025016,0.000029264209,0.00013385013,0.000012316079,0.0038019514,0.00028810982,0.00042720526,0.00059192843,0.18283582,0.0006381166],"about_ca_topic_score_codex":0.00009647651,"about_ca_topic_score_gemma":0.000016756852,"teacher_disagreement_score":0.16617161,"about_ca_system_score_codex":0.00085389294,"about_ca_system_score_gemma":0.000006898945,"threshold_uncertainty_score":0.9998776},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.021862438976082026,"score_gpt":0.31066554952820985,"score_spread":0.2888031105521278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280635005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90037894,0.00018864773,0.0011708417,0.0050657834,0.0003153259,0.00051746017,0.00026680838,0.000014598732,0.09208161],"genre_scores_gemma":[0.98559886,0.003523592,0.009152857,0.0010921379,0.00015326595,0.000014530992,0.00007979248,0.0000314625,0.0003534747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99694055,0.00035857412,0.00077772216,0.00037402814,0.0010616531,0.00048748523],"domain_scores_gemma":[0.9982756,0.00006308007,0.0006752336,0.00035045305,0.000013389584,0.0006222714],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00075463735,0.00031589041,0.00041945803,0.00036721106,0.0002731172,0.00010186069,0.00031020693,0.000114084374,0.0007395928],"category_scores_gemma":[0.000020610092,0.00031007317,0.0001603587,0.00041597258,0.0002757161,0.003387303,0.000406999,0.00034849497,0.000014214054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000864649,0.027684761,0.5882346,0.0008683973,0.006038871,0.0032739532,0.016452458,0.011056723,0.05606699,0.15577084,0.01125201,0.12243575],"study_design_scores_gemma":[0.0033311672,0.0039483528,0.7591036,0.00011116662,0.000652384,0.00024196025,0.024804125,0.000480576,0.0014965629,0.0107236635,0.19423272,0.0008737123],"about_ca_topic_score_codex":0.002953837,"about_ca_topic_score_gemma":0.004470376,"teacher_disagreement_score":0.18298072,"about_ca_system_score_codex":0.001442745,"about_ca_system_score_gemma":0.00012418733,"threshold_uncertainty_score":0.99993515},"labels":[],"label_agreement":null},{"id":"W4281701059","doi":"10.2495/ei-v5-n2-146-160","title":"Improving Quality of Environmental and Social Impact Assessment Reports : A Statistical Analysis","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Impacts","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Quality (philosophy); Quality assessment; Psychology; Engineering; Reliability engineering; Evaluation methods; Epistemology","score_opus":0.014255486619024685,"score_gpt":0.3546775838029467,"score_spread":0.340422097183922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281701059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974389,0.00007944078,0.00058462477,0.00015508465,0.00029494183,0.00016672775,0.0008608736,0.0000066457674,0.00041276985],"genre_scores_gemma":[0.99825066,0.000055754528,0.0011944346,0.00018961586,0.00008919023,0.000007157256,0.000112381895,0.000027145501,0.00007367136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953709,0.000366299,0.0012453217,0.000349305,0.0022930428,0.0003750811],"domain_scores_gemma":[0.9976368,0.00014193624,0.0017435781,0.00019193733,0.000005195518,0.00028057574],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012635024,0.00029732622,0.00059789076,0.00022866648,0.00028771197,0.00006051171,0.00043166112,0.000070157315,0.01552181],"category_scores_gemma":[0.00003182902,0.00027841367,0.000475747,0.00014166774,0.0004931814,0.0006154271,0.0010324959,0.00046680804,0.000008252022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021489234,0.001240469,0.7676108,0.0000044585336,0.0011931561,0.00022687252,0.0011152456,0.0010454438,0.21905762,0.000019981338,0.00015146709,0.008119597],"study_design_scores_gemma":[0.0009248261,0.0005445825,0.99478745,0.0000025531162,0.00032083897,0.00029256972,0.0016555631,0.00018328986,0.0004989085,0.00027226072,0.0002543717,0.00026277502],"about_ca_topic_score_codex":0.00041754998,"about_ca_topic_score_gemma":0.00001381123,"teacher_disagreement_score":0.22717667,"about_ca_system_score_codex":0.0025297492,"about_ca_system_score_gemma":0.000044419252,"threshold_uncertainty_score":0.9999668},"labels":[],"label_agreement":null},{"id":"W4281858626","doi":"10.5070/p538257518","title":"A First Nations approach to addressing climate change—Assessing interrelated key values to identify and address adaptive management for country","year":2022,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Climate change; Environmental resource management; Geography; Environmental planning; Vulnerability assessment; Process (computing); Psychological resilience; Political science; Computer science; Environmental science; Psychology","score_opus":0.05011426365664265,"score_gpt":0.3321354743170043,"score_spread":0.2820212106603617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281858626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8316148,0.00030564735,0.018048588,0.0025090938,0.001379689,0.008310597,0.0010887058,0.00027729347,0.13646556],"genre_scores_gemma":[0.99087507,0.00003171956,0.005350468,0.0011432273,0.00004821254,0.002089129,0.00008268398,0.000046424968,0.0003330649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772733,0.00011314161,0.00029134218,0.00057163084,0.000584134,0.000712427],"domain_scores_gemma":[0.9992814,0.00009800348,0.00012237366,0.00022407214,0.000006202495,0.00026791994],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000532828,0.00025270117,0.00024116598,0.0001370793,0.0021260292,0.00022303007,0.00034298914,0.00005905915,0.00017462947],"category_scores_gemma":[0.000028634777,0.00026779057,0.0000752028,0.00046758103,0.00009568517,0.0005370069,0.0017072059,0.00018510352,0.000037188074],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024591829,0.008193657,0.52356654,0.0017681889,0.0017689791,0.0001388458,0.18034284,0.097678244,0.0047532045,0.02451902,0.03844258,0.11636871],"study_design_scores_gemma":[0.003342566,0.0013131246,0.79495984,0.00067247,0.00044157202,0.000039742976,0.12513532,0.022648768,0.0003570201,0.0030385207,0.045734275,0.0023167976],"about_ca_topic_score_codex":0.0002270157,"about_ca_topic_score_gemma":0.00027500492,"teacher_disagreement_score":0.27139327,"about_ca_system_score_codex":0.0007464656,"about_ca_system_score_gemma":0.0000057620637,"threshold_uncertainty_score":0.9999774},"labels":[],"label_agreement":null},{"id":"W4283067657","doi":"10.1111/csp2.12747","title":"Tailoring social safeguards in conservation to reflect the local context and level of risk","year":2022,"lang":"en","type":"article","venue":"Conservation Science and Practice","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wildlife Conservation Society Canada","funders":"","keywords":"Harm; Context (archaeology); Business; Environmental planning; Environmental resource management; Wildlife conservation; Deforestation (computer science); Wildlife; Element (criminal law); Public relations; Political science; Economics; Geography; Computer science","score_opus":0.11727252053797887,"score_gpt":0.3759637896405138,"score_spread":0.2586912691025349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283067657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98150414,0.00002092936,0.00057648635,0.01513631,0.000063047744,0.0002033899,0.000017547973,0.0000045135475,0.0024736454],"genre_scores_gemma":[0.9927916,0.000028146198,0.00037478382,0.006688469,0.000009260845,0.000024443707,0.000001302682,0.0000033523309,0.00007867488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985525,0.00028853677,0.00018781093,0.00021014072,0.0006069815,0.00015403915],"domain_scores_gemma":[0.9990337,0.00063368655,0.0001690355,0.000088917346,0.000023236214,0.000051464238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036023094,0.00006643386,0.00008836136,0.000044074925,0.0009534611,0.000049993076,0.00016358797,0.0000180638,0.00012008574],"category_scores_gemma":[0.0011642867,0.000057408506,0.000010298266,0.00076634315,0.00080552744,0.00090877095,0.00037301524,0.0001573384,0.0000059625277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003868243,0.00016291034,0.76280147,0.0000071418845,0.000010847929,0.0000045861443,0.03554038,0.00038025313,0.037580617,0.002922682,0.0029327075,0.15726955],"study_design_scores_gemma":[0.0002881089,0.000089541834,0.94531363,0.0000028827048,0.000011574307,0.000009612247,0.023660507,0.0007272779,0.00047871785,0.0005346022,0.028793821,0.00008969573],"about_ca_topic_score_codex":0.007007241,"about_ca_topic_score_gemma":0.001008204,"teacher_disagreement_score":0.18251216,"about_ca_system_score_codex":0.00024736545,"about_ca_system_score_gemma":0.00006602443,"threshold_uncertainty_score":0.9996052},"labels":[],"label_agreement":null},{"id":"W4283263713","doi":"10.1016/j.envsci.2022.06.007","title":"Transformative effectiveness: How EIA can transform stakeholders’ frames of reference","year":2022,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Transformative learning; Frame of reference; Environmental resource management; Business; Environmental planning; Computer science; Environmental science; Sociology","score_opus":0.02643306394978829,"score_gpt":0.2747025004568204,"score_spread":0.2482694365070321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283263713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794389,0.00002533187,0.0001080719,0.00090259785,0.00009851363,0.00065638433,0.00037734903,0.00003438949,0.018358445],"genre_scores_gemma":[0.99869937,0.00006199986,0.00017926606,0.00035425503,0.000025792926,0.000131526,0.000032852025,0.00002653485,0.0004883846],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99624246,0.00021703783,0.00031103904,0.0005993248,0.0017854711,0.00084468356],"domain_scores_gemma":[0.99901325,0.000064070126,0.00018979974,0.00037666428,0.0000018398315,0.00035438503],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008323095,0.00032882873,0.00033410735,0.0001623962,0.0012331299,0.000053136784,0.0010205323,0.000061025512,0.003410539],"category_scores_gemma":[0.000020219892,0.00031695463,0.00014434347,0.0009383098,0.0028706929,0.0010048399,0.00058410043,0.00040684827,0.00006480266],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014293262,0.0014621897,0.12990615,0.00003351108,0.000054025797,0.000018270739,0.028039675,0.00275677,0.7667924,0.0014224455,0.00020466016,0.06916698],"study_design_scores_gemma":[0.0011919468,0.0010277731,0.89105827,0.000014399146,0.000033336095,0.000026480318,0.01569887,0.00013808091,0.081542514,0.002482884,0.006092867,0.00069256924],"about_ca_topic_score_codex":0.0022800085,"about_ca_topic_score_gemma":0.00007206391,"teacher_disagreement_score":0.76115215,"about_ca_system_score_codex":0.002929268,"about_ca_system_score_gemma":0.00009912114,"threshold_uncertainty_score":0.99992824},"labels":[],"label_agreement":null},{"id":"W4284681612","doi":"10.4324/9781003089209-7","title":"Reflection on Chapter 3","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Environmental impact assessment; Political science; Environmental planning; Environmental ethics; Sociology; Public administration; Public relations; Engineering ethics; Geography; Law; Engineering","score_opus":0.03264815267075494,"score_gpt":0.28089184856177063,"score_spread":0.2482436958910157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284681612","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00061957847,0.000008075951,0.0000068955674,0.00023003375,0.00031566978,0.00019417987,0.000016263468,0.000060263144,0.99854904],"genre_scores_gemma":[0.026302189,0.00015632906,0.00007639887,0.0014871855,0.000086701024,0.000012044012,0.00003712171,0.00005284999,0.9717892],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986958,0.00000982486,0.0001647021,0.00036888357,0.0005718298,0.0001889943],"domain_scores_gemma":[0.9995393,0.000014688722,0.00009877464,0.00024660962,7.311591e-7,0.00009985661],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008057245,0.00025018508,0.00017068288,0.000033581626,0.00024109804,0.000017270442,0.00016611563,0.00014073221,0.4444879],"category_scores_gemma":[0.0000016666233,0.00023164994,0.00012906341,0.000014223695,0.000110302266,0.00011366733,0.00029587196,0.00036791954,0.009428483],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015033502,0.0003660106,0.0021805498,0.000014903121,0.00022398388,0.00014867917,0.0006330026,0.0003919304,0.0025980268,0.7933805,0.065365605,0.13454649],"study_design_scores_gemma":[0.00011437172,0.00027368416,0.0011135265,0.0000063907,0.000018808621,0.000003713936,0.000012007894,0.0000041706166,0.000068092224,0.013112343,0.98495865,0.0003142377],"about_ca_topic_score_codex":0.00013652205,"about_ca_topic_score_gemma":0.00005195412,"teacher_disagreement_score":0.91959304,"about_ca_system_score_codex":0.00075847254,"about_ca_system_score_gemma":0.000002852064,"threshold_uncertainty_score":0.9913428},"labels":[],"label_agreement":null},{"id":"W4285235178","doi":"10.1139/facets-2021-0118","title":"On the individual and organizational capacities supporting impact assessment: the case of the Yukon Environmental and Socio-Economic Assessment Board","year":2022,"lang":"en","type":"article","venue":"FACETS","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Credibility; Knowledge management; Context (archaeology); Legitimacy; Environmental resource management; Business; Political science; Computer science; Geography","score_opus":0.011922532311342082,"score_gpt":0.26962801545550946,"score_spread":0.25770548314416736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285235178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957041,0.000021264777,0.000005895695,0.0014639,0.00011234272,0.0004226991,0.00041668367,0.000008178623,0.0018449285],"genre_scores_gemma":[0.99902576,0.0000172351,0.000042923024,0.0005622102,0.000023067776,0.000042801417,0.000024996338,0.000019269879,0.00024174305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848074,0.00033533736,0.00024545167,0.00024920204,0.00042237516,0.0002669166],"domain_scores_gemma":[0.99921685,0.00023008668,0.00024518307,0.00023806294,9.614819e-7,0.000068850335],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006454009,0.00018587081,0.00015044212,0.000015254978,0.0016379829,0.00006981023,0.00029116712,0.0000383055,0.0072121234],"category_scores_gemma":[0.000010804319,0.000103827064,0.00007063977,0.000059426766,0.00085332704,0.0001527688,0.0010535906,0.00035307408,0.000014151243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008539956,0.0001644079,0.98081815,0.0000044180256,0.000117713105,0.000016623264,0.007991147,0.0012741974,0.004372717,0.002146808,0.002060476,0.0010247715],"study_design_scores_gemma":[0.0003637697,0.00017932737,0.9717948,0.0000030157116,0.000049304435,0.00015298247,0.023576975,0.00068690255,0.00023614426,0.002599965,0.0001906452,0.00016620524],"about_ca_topic_score_codex":0.00052478956,"about_ca_topic_score_gemma":0.00005216275,"teacher_disagreement_score":0.015585828,"about_ca_system_score_codex":0.00066988944,"about_ca_system_score_gemma":0.000040735507,"threshold_uncertainty_score":0.99966174},"labels":[],"label_agreement":null},{"id":"W4285773379","doi":"","title":"Les pollutions liées aux inondations urbaines, un enjeu pour la communauté scientifique francophone ?Une comparaison France-Canada","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Political science","score_opus":0.016334572098902145,"score_gpt":0.2491479248678076,"score_spread":0.23281335276890544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285773379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58861506,0.0044789813,0.05170469,0.07298821,0.0023623665,0.0020760081,0.002832521,0.000364114,0.27457803],"genre_scores_gemma":[0.8818097,0.0014408344,0.0211688,0.0006640469,0.000071513525,0.00033682986,0.001956393,0.00013135042,0.09242051],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98188627,0.012183875,0.0013519585,0.0016061813,0.0017911046,0.0011805982],"domain_scores_gemma":[0.99155116,0.003249755,0.001157481,0.0029128583,0.00039544926,0.00073331874],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0055133635,0.0009978435,0.0009645265,0.00021307668,0.004686829,0.00062316837,0.0032886893,0.000538764,0.019716894],"category_scores_gemma":[0.000920181,0.0011880682,0.0004992176,0.00184056,0.0021565196,0.00052911876,0.0047089444,0.0022960983,0.00044161637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007867769,0.014924828,0.28382763,0.0006053128,0.0011914888,0.00012787405,0.07822321,0.012988664,0.041460324,0.24043831,0.053812485,0.2723212],"study_design_scores_gemma":[0.0014751094,0.0000025965892,0.52693695,0.0013021044,0.00015676572,0.000033989338,0.0022606684,0.008512559,0.0076800026,0.005422183,0.44468814,0.0015289322],"about_ca_topic_score_codex":0.76718944,"about_ca_topic_score_gemma":0.5672959,"teacher_disagreement_score":0.39087567,"about_ca_system_score_codex":0.002211249,"about_ca_system_score_gemma":0.0013339046,"threshold_uncertainty_score":0.99905694},"labels":[],"label_agreement":null},{"id":"W4288033679","doi":"10.18280/ijsdp.170407","title":"Enhancing Flood Management Plan (FMP) Through Integration Strategic Environmental Assessment (SEA) in Thailand: The Case of Ayutthaya","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Asian Institute of Technology","keywords":"Flood myth; Environmental planning; Environmental resource management; Business; Plan (archaeology); Urbanization; Process management; Strategic environmental assessment; Geography; Environmental impact assessment; Environmental science; Political science","score_opus":0.01645285926942782,"score_gpt":0.2781529323737581,"score_spread":0.2617000731043303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288033679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99308157,0.000108562,0.00038670914,0.00015788949,0.0002195704,0.00017779056,0.000007683214,0.0000027732651,0.0058574406],"genre_scores_gemma":[0.99732906,0.000055460925,0.0019896948,0.00008352762,0.0000368871,0.000018208215,0.000022797809,0.0000085008105,0.000455849],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9984886,0.00009613477,0.00047084026,0.00014482657,0.0005781466,0.00022142495],"domain_scores_gemma":[0.9993619,0.000057907855,0.00044526946,0.00007939006,0.000009286116,0.00004627972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008469629,0.00013471296,0.00016262084,0.000102530495,0.00042509698,0.00008022286,0.00036576518,0.00002715,0.00037411274],"category_scores_gemma":[0.000007783631,0.00010769389,0.00004480869,0.000075390846,0.00008380275,0.0004816831,0.0005041122,0.0002910668,0.0000013025054],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005931699,0.0013267501,0.77967316,0.00007581939,0.0008225573,0.06319889,0.09204623,0.022161886,0.0036904707,0.0056635113,0.0004917912,0.030255776],"study_design_scores_gemma":[0.002041555,0.00025235824,0.3640955,0.000106463274,0.000048523703,0.0015176255,0.62121975,0.0005477586,0.0020673254,0.0044293515,0.0033371,0.00033666453],"about_ca_topic_score_codex":0.00026942464,"about_ca_topic_score_gemma":0.00004708063,"teacher_disagreement_score":0.52917355,"about_ca_system_score_codex":0.00084597536,"about_ca_system_score_gemma":0.000044338736,"threshold_uncertainty_score":0.43916294},"labels":[],"label_agreement":null},{"id":"W4288043947","doi":"10.54022/shsv3n3-011","title":"Desenvolvimento comunitário e enfermagem: um protocolo para scoping review","year":2022,"lang":"pt","type":"article","venue":"STUDIES IN HEALTH SCIENCES","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Sociology; Philosophy","score_opus":0.2983632744389848,"score_gpt":0.526695097291593,"score_spread":0.22833182285260822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288043947","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19536239,0.6635971,0.000024798059,0.044967506,0.0051540965,0.07528297,0.00016924212,0.000169371,0.015272498],"genre_scores_gemma":[0.62028545,0.31815684,0.0012750096,0.03344655,0.00019017294,0.021062516,0.00001767959,0.0000638655,0.0055019394],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99310565,0.0016741444,0.0012195733,0.00088043744,0.0017535397,0.0013666695],"domain_scores_gemma":[0.99836046,0.00031002276,0.00067291385,0.00036559912,0.0000086148,0.0002823671],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0066839093,0.00039125784,0.00088298606,0.00011996811,0.0050718053,0.00006268303,0.0010897379,0.0000405301,0.0033667178],"category_scores_gemma":[0.00015513942,0.00036329235,0.0001185601,0.0017559235,0.0027700295,0.00053790485,0.003121779,0.0006099149,0.00017663962],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008787493,0.0034497378,0.79267573,0.04813424,0.00018754062,0.00018776815,0.07069448,0.004556198,0.00017448106,0.00051973114,0.044995796,0.034336433],"study_design_scores_gemma":[0.0056765936,0.017752638,0.25752872,0.2446929,0.00020318641,0.00013337981,0.40346536,0.0019888994,0.00018697979,0.003797584,0.058970872,0.00560288],"about_ca_topic_score_codex":0.0019575811,"about_ca_topic_score_gemma":0.0011582423,"teacher_disagreement_score":0.535147,"about_ca_system_score_codex":0.0029661004,"about_ca_system_score_gemma":0.000399449,"threshold_uncertainty_score":0.99994385},"labels":[],"label_agreement":null},{"id":"W4292712520","doi":"10.1080/14615517.2022.2099728","title":"Treatment of ecological connectivity in environmental assessment: A global survey of current practices and common issues","year":2022,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Parks Canada; Concordia University","funders":"","keywords":"Process (computing); Scale (ratio); Context (archaeology); Environmental resource management; Perception; Computer science; Data science; Environmental planning; Environmental science; Geography; Psychology; Cartography","score_opus":0.06782728553241443,"score_gpt":0.469251213876376,"score_spread":0.40142392834396157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292712520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99647284,0.00048327076,0.000011481222,0.00007834116,0.0001468006,0.00081235624,0.0006766413,0.000014539324,0.0013037153],"genre_scores_gemma":[0.9986019,0.00074484834,0.00032574226,0.000009947416,0.000017085607,0.000115914765,0.00015609,0.000014931346,0.000013530193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967989,0.0011419466,0.0005173017,0.00048540643,0.00064187887,0.00041459172],"domain_scores_gemma":[0.9983117,0.0006094791,0.0007196987,0.00022275432,0.0000035824964,0.00013275896],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008980022,0.00034445096,0.0006676418,0.00007209137,0.00021864775,0.000039844675,0.00018861816,0.00007834451,0.0007099068],"category_scores_gemma":[0.00004080852,0.00028777056,0.000100297766,0.00033754614,0.00045564154,0.00042098237,0.0005856213,0.00024404952,0.0000012676514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020863267,0.0036910658,0.97704124,0.000016708893,0.000072079296,0.000010557999,0.0008302186,0.000072280614,0.001844474,0.000081056845,0.000043401138,0.016088296],"study_design_scores_gemma":[0.0019097239,0.0035976358,0.99119097,0.0000064580863,0.0000513505,0.000024900628,0.0012050645,0.0010387385,0.000089582056,0.00015430232,0.00046123963,0.00027000523],"about_ca_topic_score_codex":0.016628137,"about_ca_topic_score_gemma":0.0015913751,"teacher_disagreement_score":0.01581829,"about_ca_system_score_codex":0.0011663369,"about_ca_system_score_gemma":0.00011766201,"threshold_uncertainty_score":0.99995744},"labels":[],"label_agreement":null},{"id":"W4293271206","doi":"","title":"Evaluation de la durabilité dans les projets de tourisme autochtone au Canada","year":2008,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.01585221718323593,"score_gpt":0.25776860321209094,"score_spread":0.241916386028855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293271206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78495216,0.00033444405,0.012651285,0.0070354277,0.00022113988,0.0008710911,0.00012190602,0.000069340516,0.19374321],"genre_scores_gemma":[0.96892303,0.0014259157,0.015032071,0.00013719655,0.00006507707,0.0002148558,0.0002614186,0.0000656873,0.0138747515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9780435,0.017787633,0.0006783054,0.00093687663,0.0016502482,0.00090341986],"domain_scores_gemma":[0.9956454,0.0015315878,0.00058356003,0.0014425268,0.00023808502,0.00055885385],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011920059,0.00053865416,0.00043929784,0.00007327985,0.0011856142,0.00021280913,0.0013109657,0.0005435481,0.0014966689],"category_scores_gemma":[0.001754227,0.00061194866,0.00023215413,0.00038531498,0.0013516729,0.00025940206,0.0012967186,0.00096440554,0.000064477936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024167122,0.0027763806,0.5999161,0.00018505158,0.0002822793,0.00006459469,0.09004683,0.009854031,0.04288602,0.009447237,0.003987477,0.24052982],"study_design_scores_gemma":[0.00069904857,0.0000014104354,0.9054803,0.0006822438,0.00016094242,0.000059402428,0.0008690218,0.03174732,0.034176,0.002000596,0.023417244,0.00070645334],"about_ca_topic_score_codex":0.89587706,"about_ca_topic_score_gemma":0.8201617,"teacher_disagreement_score":0.30556422,"about_ca_system_score_codex":0.011496396,"about_ca_system_score_gemma":0.0036644882,"threshold_uncertainty_score":0.9996332},"labels":[],"label_agreement":null},{"id":"W4295064627","doi":"10.3390/ijerph191811171","title":"Cumulative Impacts of Diverse Land Uses in British Columbia, Canada: Application of the “EnviroScreen” Method","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia; Simon Fraser University","funders":"Canadian Institutes of Health Research; University of Northern British Columbia","keywords":"Socioeconomic status; Percentile; Ethnic group; Geography; Sustainability; Cumulative effects; Percentile rank; Distribution (mathematics); Health equity; Health impact assessment; Land use; Environmental justice; Environmental resource management; Environmental planning; Environmental health; Environmental science; Public health; Political science; Health care; Medicine; Statistics; Economic growth; Ecology; Population; Economics","score_opus":0.047400723362201566,"score_gpt":0.38373617822419104,"score_spread":0.33633545486198946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295064627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99764186,0.00012891805,0.00006691753,0.0013633482,0.000084994535,0.00021793101,0.00032870795,6.6540923e-7,0.00016667842],"genre_scores_gemma":[0.99905825,0.0003347614,0.00020506507,0.00023542906,0.000023427261,0.000007449602,0.000010799333,0.00000727535,0.000117554395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99669546,0.00056577014,0.00047843135,0.00014049512,0.0018461416,0.00027367604],"domain_scores_gemma":[0.9990412,0.00018922609,0.00044334572,0.000103123326,0.000011539803,0.00021155324],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018954352,0.000060093906,0.00018670707,0.000057807865,0.00021312488,0.00003535721,0.0005026647,0.000024614237,0.001006956],"category_scores_gemma":[0.00009398401,0.0000671141,0.000049361293,0.0001881513,0.0003584304,0.0002467269,0.0007538235,0.00038484955,6.651545e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021491793,0.0005279527,0.9711504,0.0000045617912,0.000028976245,0.000008813291,0.00037219867,0.00018281041,0.0011802888,0.000008365512,0.00040265737,0.026111476],"study_design_scores_gemma":[0.0005681608,0.00027466327,0.9916189,0.000012802076,0.0000017576943,0.000040287163,0.0029674987,0.00010560595,0.000052636027,0.00036952566,0.003938419,0.000049785693],"about_ca_topic_score_codex":0.80943274,"about_ca_topic_score_gemma":0.73031396,"teacher_disagreement_score":0.07911881,"about_ca_system_score_codex":0.001966755,"about_ca_system_score_gemma":0.0002726608,"threshold_uncertainty_score":0.99990624},"labels":[],"label_agreement":null},{"id":"W4296686324","doi":"10.5194/iahs2022-271","title":"Sustainability Assessment: The role of Indicator-based Frameworks in Sustainable Water Management","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canmore Museum and Geoscience Centre; University of Saskatchewan","funders":"","keywords":"Sustainability; Sustainable development; Process (computing); Work (physics); Integrated water resources management; Scale (ratio); Sustainability organizations; Sustainability science","score_opus":0.004332558898317009,"score_gpt":0.2690468882376444,"score_spread":0.26471432933932737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296686324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78547513,0.00005394994,0.00062768685,0.0018880599,0.00013948201,0.002711712,0.000018914083,0.000048193342,0.20903689],"genre_scores_gemma":[0.99436164,0.00002314602,0.0007612075,0.00039487533,0.000014441907,0.0006578733,0.00008394249,0.000032063585,0.0036707832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99656177,0.0004203316,0.0005380556,0.0006451439,0.0009689779,0.00086574664],"domain_scores_gemma":[0.9986561,0.000074288946,0.00020427296,0.0009544741,0.0000070793035,0.00010378864],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015607065,0.0003455676,0.00038389355,0.00010320505,0.00032133615,0.00006976814,0.0011388202,0.0003674394,0.021507315],"category_scores_gemma":[0.000012517079,0.00022991309,0.0002007074,0.0002333375,0.00045666887,0.00013991939,0.007453367,0.0018252928,0.000026499189],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045919853,0.001547412,0.92151695,0.0003068935,0.00009039044,0.00006569052,0.0020511718,0.061017465,0.000087885215,0.00848804,0.00034909463,0.004433107],"study_design_scores_gemma":[0.00060816226,0.00011737436,0.74138236,0.000022408909,0.00008200056,3.7287225e-7,0.044231918,0.0016926652,0.0012235108,0.18548787,0.024547866,0.000603512],"about_ca_topic_score_codex":0.0035079764,"about_ca_topic_score_gemma":0.00007445783,"teacher_disagreement_score":0.20888655,"about_ca_system_score_codex":0.0039009068,"about_ca_system_score_gemma":0.000072675175,"threshold_uncertainty_score":0.99992293},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.03076669736086569,"score_gpt":0.37146470449265345,"score_spread":0.3406980071317878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297540187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97925436,0.00013996045,0.00008829297,0.010047856,0.00035778663,0.0006460756,0.00021810118,0.000006601919,0.009240963],"genre_scores_gemma":[0.99425757,0.0012087885,0.0018738473,0.0018514384,0.0002264794,0.00008121969,0.000027288692,0.000035260695,0.00043808538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99464184,0.00092451164,0.000759455,0.00044065298,0.0023871865,0.00084635423],"domain_scores_gemma":[0.9985811,0.0003113603,0.0004495328,0.00039934926,0.000003367149,0.0002552626],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018617103,0.0003463537,0.00041863776,0.00012850206,0.0010526804,0.000106728025,0.0008016998,0.000053076332,0.0018261009],"category_scores_gemma":[0.000013611853,0.00026802893,0.00015765235,0.0003611386,0.00038469594,0.00065883953,0.0020249044,0.0011871478,0.0000052003643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019049538,0.0031495362,0.8813021,0.000036389007,0.00080916367,0.00089376746,0.0062939525,0.021879634,0.013770964,0.003846665,0.042131744,0.025695566],"study_design_scores_gemma":[0.0012908032,0.00039641658,0.90813875,0.00003411494,0.000054607703,0.00003804377,0.011047905,0.00016064869,0.000056761735,0.0036243198,0.07485639,0.00030123946],"about_ca_topic_score_codex":0.3582312,"about_ca_topic_score_gemma":0.06417832,"teacher_disagreement_score":0.29405287,"about_ca_system_score_codex":0.012345695,"about_ca_system_score_gemma":0.00019168906,"threshold_uncertainty_score":0.9999772},"labels":[],"label_agreement":null},{"id":"W4297999212","doi":"10.21837/pm.v20i22.1146","title":"THE DEVELOPMENT OF POLICY AND LEGAL FRAMEWORK FOR SOCIAL IMPACT ASSESSMENT IN MALAYSIA","year":2022,"lang":"en","type":"article","venue":"PLANNING MALAYSIA","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"International Islamic University Malaysia","keywords":"Permission; Social impact assessment; Process (computing); Business; Environmental planning; Political science; Public administration; Geography; Law; Computer science","score_opus":0.021546611350263208,"score_gpt":0.35416631739344817,"score_spread":0.33261970604318497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297999212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99609464,0.000023952189,0.0008004359,0.00043863044,0.00006177979,0.00029327595,0.000020126068,0.000010556304,0.0022566118],"genre_scores_gemma":[0.9925625,0.0000026232494,0.0069268877,0.00008444492,0.00005282542,0.00014707864,0.000015934353,0.000016306145,0.00019141617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867153,0.00008384961,0.0002902009,0.00020357796,0.00036891483,0.00038191222],"domain_scores_gemma":[0.999461,0.00022187787,0.0001500933,0.00009971071,0.0000019671395,0.00006533711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005734733,0.00014200124,0.0001774736,0.00004311824,0.0007772012,0.000042351032,0.00023288168,0.00004433761,0.00019725974],"category_scores_gemma":[0.00003521956,0.00011577054,0.00006286259,0.00022263627,0.00012987759,0.000113837654,0.00043845834,0.0002631611,0.0000030695937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013340669,0.00025039195,0.95278114,0.000015488717,0.000068983616,0.000007871194,0.010377891,0.014124532,0.0039321054,0.0060471655,0.00043112072,0.011829875],"study_design_scores_gemma":[0.00038528867,0.00012579765,0.98740315,0.000009163235,0.000008956996,0.000004364776,0.002912044,0.0020486193,0.00011354901,0.0032669057,0.0035497306,0.00017242668],"about_ca_topic_score_codex":0.00016584183,"about_ca_topic_score_gemma":0.000009729669,"teacher_disagreement_score":0.034621984,"about_ca_system_score_codex":0.0008529152,"about_ca_system_score_gemma":0.00008260656,"threshold_uncertainty_score":0.5977682},"labels":[],"label_agreement":null},{"id":"W4298901928","doi":"","title":"Quebec City Consensus Conference on Environmental Health Indicators. October 2000.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consensus conference; Geography; Political science; Environmental planning; Library science; Computer science","score_opus":0.03494654291220216,"score_gpt":0.24420197670991778,"score_spread":0.2092554337977156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298901928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93646914,0.00006967689,0.000007678297,0.0025515389,0.00018411664,0.00076794304,0.00006945229,0.00006381418,0.05981665],"genre_scores_gemma":[0.9786574,0.00010843223,0.000067761925,0.002856214,0.000056375906,0.0002609032,0.00001707214,0.000022970871,0.017952846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773437,0.00013946054,0.00030098416,0.00045769368,0.0005949541,0.0007725542],"domain_scores_gemma":[0.99893767,0.000039108138,0.00017410317,0.00030952462,5.915743e-7,0.00053901237],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002479155,0.00025626767,0.00024914346,0.000047458492,0.00028868724,0.000051084542,0.0002631335,0.000104771236,0.012731564],"category_scores_gemma":[0.000015239593,0.00024014867,0.00008667126,0.0001553243,0.0005097247,0.00014405682,0.0001837683,0.00025877266,0.0018884877],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023826135,0.0011549605,0.5136429,0.000005175419,0.000040473216,0.000023032733,0.0014164958,0.000026291555,0.00014499256,0.0001772232,0.030233689,0.45311093],"study_design_scores_gemma":[0.00048279864,0.000055133914,0.9796334,0.0000032983658,0.000007384346,0.000004741721,0.00013933149,0.000039936418,0.00021633225,0.000107001484,0.019043935,0.0002667116],"about_ca_topic_score_codex":0.0030517965,"about_ca_topic_score_gemma":0.0010196723,"teacher_disagreement_score":0.46599048,"about_ca_system_score_codex":0.0016429172,"about_ca_system_score_gemma":0.000009343109,"threshold_uncertainty_score":0.9988887},"labels":[],"label_agreement":null},{"id":"W4300069240","doi":"","title":"The Canadian Environmental Assessment Act, 2012 and Associated Policy: Implications for Aboriginal Peoples","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Environmental planning; Environmental policy; Environmental resource management; Geography; Environmental ethics; Environmental science","score_opus":0.0953270846460861,"score_gpt":0.5226308218429141,"score_spread":0.427303737196828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300069240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98451066,0.000947725,0.00006123793,0.003216634,0.00016772104,0.001259569,0.00028339552,0.000015066391,0.009537992],"genre_scores_gemma":[0.9925707,0.0048683584,0.00024176837,0.000589463,0.00008789772,0.00028094352,0.000047997524,0.000038061055,0.0012747989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978596,0.0001617021,0.00048842793,0.00035593114,0.0004714528,0.00066286384],"domain_scores_gemma":[0.9981527,0.00037936776,0.00047247886,0.0003291235,0.000015795957,0.00065055327],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007124492,0.00028113375,0.00034803242,0.0001474995,0.0017375768,0.0014785493,0.0014841028,0.00011670026,0.007878924],"category_scores_gemma":[0.000077469216,0.00022219581,0.000120837016,0.00032994733,0.00047501567,0.0025524227,0.0005340457,0.0002587112,0.00005375693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007179252,0.00014667906,0.940295,0.000004104058,0.000078512276,6.3498635e-7,0.00013977756,0.000022210234,0.023085793,0.0002217746,0.025780678,0.010217661],"study_design_scores_gemma":[0.0003096061,0.0000145056865,0.97042984,0.000016052,0.000043672757,0.0000033917634,0.00014620168,0.000039280436,0.00031734008,0.008267189,0.020149235,0.00026370087],"about_ca_topic_score_codex":0.16524686,"about_ca_topic_score_gemma":0.10138811,"teacher_disagreement_score":0.06385875,"about_ca_system_score_codex":0.0015351123,"about_ca_system_score_gemma":0.00023837594,"threshold_uncertainty_score":0.999562},"labels":[],"label_agreement":null},{"id":"W4300797992","doi":"","title":"Proceedings of the Canadian Conference on Shared Responsibility and Health Impact Assessment: Advancing the Population Health Agenda. Vancouver, British Columbia, Canada. 2-3 May 1999.","year":2000,"lang":"en","type":"other","venue":"PubMed","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population health; Health impact assessment; Political science; Public administration; Population; Geography; Environmental health; Public health; Medicine; Nursing","score_opus":0.01730554231895122,"score_gpt":0.270751853380135,"score_spread":0.2534463110611838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300797992","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43384066,0.00049018615,6.4856715e-7,0.0074461526,0.0010325841,0.010405887,0.0040222704,0.000090919,0.54267067],"genre_scores_gemma":[0.9081296,0.00020684727,0.00004524559,0.002399819,0.000049181872,0.00019107,0.000060683597,0.00009462846,0.08882292],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9975432,0.00013684608,0.00036623562,0.00046281406,0.00071106496,0.00077983603],"domain_scores_gemma":[0.99868923,0.000023855535,0.0005242636,0.00025607154,0.0000043046416,0.0005022421],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073983305,0.00022514189,0.00040215164,0.00002882282,0.00065944664,0.00019125604,0.00036122586,0.00013182336,0.0016844504],"category_scores_gemma":[0.000023318813,0.00020868391,0.00006919784,0.00023390632,0.00022004145,0.0001237389,0.000104994964,0.000366554,0.0000012129146],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036344134,0.00002824407,0.43947208,0.000028514822,0.000018165081,8.269121e-7,0.000079201534,0.0000046701903,3.593924e-7,0.0000019579907,0.53683794,0.023524402],"study_design_scores_gemma":[0.0001910606,0.000034750894,0.9292602,0.000092903356,0.0000089370915,0.0000027421227,0.00010117043,0.0000074132904,3.284261e-7,0.00006819425,0.070060246,0.00017204022],"about_ca_topic_score_codex":0.9996733,"about_ca_topic_score_gemma":0.99998444,"teacher_disagreement_score":0.48978814,"about_ca_system_score_codex":0.005656481,"about_ca_system_score_gemma":0.0009187594,"threshold_uncertainty_score":0.9992281},"labels":[],"label_agreement":null},{"id":"W4300921263","doi":"10.21777/2587-9472-2022-2-19-25","title":"RETHINKING THE DEFINITION OF ENVIRONMENTAL QUALITY AFTER THE COVID-19 PANDEMIC ON THE EXAMPLE OF REFORMS IN LEGISLATION (EXPERIENCE OF CANADA)","year":2022,"lang":"en","type":"article","venue":"Moscow University Bulletin of them SY Witte Series 2 Legal science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Coronavirus disease 2019 (COVID-19); Pandemic; Quality (philosophy); 2019-20 coronavirus outbreak; Environmental quality; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Environmental planning; Geography; Virology; Medicine; Law","score_opus":0.03698708188073591,"score_gpt":0.2344133073941193,"score_spread":0.1974262255133834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300921263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990245,0.000005550227,0.000018362172,0.0026866535,0.000048115875,0.00022921275,0.000066893816,0.0000032859848,0.006696951],"genre_scores_gemma":[0.9990658,0.000019965937,0.00009233218,0.0004534861,0.0000031474483,0.0000035430967,0.0000021088417,0.0000036543718,0.00035596767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781615,0.00032425186,0.0002607874,0.00022306679,0.0011624711,0.00021327287],"domain_scores_gemma":[0.9989464,0.00024337026,0.00040030014,0.00035408887,0.0000051176157,0.000050690094],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016749788,0.000103866885,0.00015510815,0.000023296001,0.0006929676,0.000008086814,0.00089269225,0.000024736375,0.0013428812],"category_scores_gemma":[0.00008487163,0.000065106666,0.000052577994,0.0003691089,0.002947073,0.00017781093,0.00074746145,0.0002077955,0.0000010025051],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013222233,0.00041671126,0.80951196,0.000031283387,0.000026447067,0.000011679768,0.075725526,0.006867526,0.0884789,0.016737523,0.00040902183,0.0004611729],"study_design_scores_gemma":[0.0005055188,0.0003286344,0.91036654,0.000023311388,0.000018697629,0.000014886366,0.057378206,0.000063085965,0.007521506,0.0027788857,0.02075778,0.00024297032],"about_ca_topic_score_codex":0.32518968,"about_ca_topic_score_gemma":0.032420304,"teacher_disagreement_score":0.29276937,"about_ca_system_score_codex":0.0010891788,"about_ca_system_score_gemma":0.00013044222,"threshold_uncertainty_score":0.99976635},"labels":[],"label_agreement":null},{"id":"W4300967565","doi":"10.1002/aws2.1307","title":"Operator‐informed risk assessment tool: Opportunities and barriers to support risk management practices","year":2022,"lang":"en","type":"article","venue":"AWWA Water Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Risk assessment; Risk management; Mindset; IT risk management; Business; Risk analysis (engineering); Process (computing); Risk management tools; Environmental resource management; Process management; Environmental planning; Computer science; Computer security; Environmental science; Finance","score_opus":0.025163833682635403,"score_gpt":0.30616581714050833,"score_spread":0.2810019834578729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300967565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96456724,0.000004993341,0.00006771926,0.00082661567,0.0003220846,0.00047893618,0.000056471996,0.00004127161,0.033634663],"genre_scores_gemma":[0.9913541,0.00025659264,0.0035580709,0.0018651397,0.00001756548,0.00016476036,0.000010059454,0.000014240159,0.0027594827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969778,0.0001491642,0.0002808502,0.0005817251,0.0013243887,0.0006860633],"domain_scores_gemma":[0.9987675,0.0000334817,0.00020770456,0.00037988648,0.0000068122135,0.0006046076],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020942234,0.0002046922,0.00016239684,0.00009716146,0.0027375452,0.00033931632,0.00074502267,0.00002283477,0.0062481896],"category_scores_gemma":[0.000058967504,0.00016034591,0.00003973876,0.00032088748,0.0006478846,0.0017956833,0.0029767884,0.00024036161,0.00017300014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004511534,0.0002043436,0.9226468,0.000015957663,0.00006819195,0.00012068988,0.019797312,0.002363672,0.0059148767,0.0004830577,0.0046193805,0.04372058],"study_design_scores_gemma":[0.0010633663,0.0014907421,0.6456368,0.000008438045,0.00016214052,0.00004299066,0.055544175,0.00086848263,0.0042301086,0.0010247956,0.288788,0.0011399689],"about_ca_topic_score_codex":0.00081145717,"about_ca_topic_score_gemma":0.000055416138,"teacher_disagreement_score":0.2841686,"about_ca_system_score_codex":0.00068576593,"about_ca_system_score_gemma":0.0000921738,"threshold_uncertainty_score":0.9985607},"labels":[],"label_agreement":null},{"id":"W4301322000","doi":"10.51758/agjsr-04-2014-0028","title":"Comparative Study of the Environmental Impact Assessment System in the State of Kuwait with International Best Practice using Gap Analysis Approach","year":2014,"lang":"en","type":"article","venue":"Arab Gulf Journal of Scientific Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Environmental impact assessment; Environmental planning; Business; Impact assessment; Best practice; Environmental resource management; Recreation; Gap analysis (conservation); Risk analysis (engineering); Environmental protection; Political science; Environmental science; Public administration","score_opus":0.09728568623439844,"score_gpt":0.43074429924923924,"score_spread":0.3334586130148408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301322000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99520785,0.000014115486,0.0006212309,0.00004763392,0.00009692182,0.0004972387,0.000014563528,8.6677693e-7,0.0034995938],"genre_scores_gemma":[0.9990108,0.000006873444,0.0008338445,0.0000053247772,0.000020613024,0.0000060396933,0.0000028555812,0.000006890792,0.00010678544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99290115,0.0020371485,0.0006554918,0.00027106397,0.0038184263,0.00031670707],"domain_scores_gemma":[0.99822545,0.00037664885,0.0008029105,0.00043324247,0.00006627753,0.00009545398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009406424,0.00014105444,0.000376668,0.00030634052,0.00037074325,0.00016826422,0.0012046929,0.000028464143,0.00009767738],"category_scores_gemma":[0.00005418219,0.000071800154,0.00015756067,0.0015914523,0.0011231863,0.00066249963,0.00036047565,0.00054718816,0.0000056420527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018127725,0.004916303,0.8012,0.000009817827,0.0006302807,0.000009700531,0.019466955,0.15747032,0.015361962,0.000018522183,0.000049244165,0.0006856382],"study_design_scores_gemma":[0.0010622125,0.0010862551,0.8945341,0.000048987615,0.00023932657,0.000050843944,0.07862163,0.023509108,0.00061637146,0.000054759086,0.00006547387,0.00011089923],"about_ca_topic_score_codex":0.00083308,"about_ca_topic_score_gemma":0.0001338622,"teacher_disagreement_score":0.13396122,"about_ca_system_score_codex":0.00091862644,"about_ca_system_score_gemma":0.00006939363,"threshold_uncertainty_score":0.41384268},"labels":[],"label_agreement":null},{"id":"W4302304950","doi":"10.32920/ryerson.14667948.v2","title":"Evaluating the Effectiveness of Ontario’s 2005 Greenbelt Plan at Preserving the Protected Countryside from Urbanization and Non-Renewable Resource Mining","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Urbanization; Urban sprawl; Rural area; Resource (disambiguation); Environmental planning; Agriculture; Land use; Plan (archaeology); Sustainable development; Business; Environmental protection; Geography; Civil engineering; Economic growth; Economics","score_opus":0.029733139882458966,"score_gpt":0.28775063881452734,"score_spread":0.2580174989320684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302304950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855125,0.00007036635,0.00019992824,0.000083176754,0.00010229222,0.0017089036,0.000056473666,0.00002292274,0.012243444],"genre_scores_gemma":[0.9905376,0.000010638679,0.0009495814,0.00011077285,0.000045663786,0.00032796778,0.00022515227,0.000036130972,0.0077564837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970541,0.00092424004,0.00032850006,0.00051900395,0.00087050645,0.00030364367],"domain_scores_gemma":[0.99825287,0.0007341561,0.00036820874,0.000571767,0.0000059575273,0.00006701555],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019692145,0.0002740873,0.00030021442,0.000017221097,0.00081383163,0.000082298044,0.0006341213,0.00013999092,0.0053240904],"category_scores_gemma":[0.00009523157,0.00017663423,0.00006763877,0.00011496846,0.00023233544,0.00012253145,0.004983353,0.0004684845,0.0000068625172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002454527,0.00008472431,0.8072869,0.000072351366,0.0001477411,0.0000021999263,0.008617611,0.15741499,0.025191886,0.000003283827,0.00059399416,0.00033883515],"study_design_scores_gemma":[0.00045160393,0.000115401075,0.98540515,0.00013463238,0.00012308414,0.0000014920157,0.0009872839,0.008928579,0.0018864269,0.0007456566,0.0009558767,0.0002648326],"about_ca_topic_score_codex":0.42200914,"about_ca_topic_score_gemma":0.12857479,"teacher_disagreement_score":0.29343435,"about_ca_system_score_codex":0.0018566188,"about_ca_system_score_gemma":0.00008845015,"threshold_uncertainty_score":0.9955852},"labels":[],"label_agreement":null},{"id":"W4307642983","doi":"10.1080/14615517.2022.2139468","title":"Impact assessment for renewable energy development: analysis of impacts and mitigation practices for wind energy in western Canada","year":2022,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Renewable energy; Wind power; Impact assessment; Environmental resource management; Environmental economics; Environmental impact assessment; Social impact assessment; Environmental planning; Business; Environmental science; Natural resource economics; Economics; Engineering; Political science","score_opus":0.020982704255304435,"score_gpt":0.37840182214912105,"score_spread":0.35741911789381664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307642983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958807,0.00010650483,0.0019803697,0.00013461175,0.000121016375,0.0006238281,0.0003779868,0.000014081569,0.0007609067],"genre_scores_gemma":[0.9955842,0.00007313916,0.002839626,0.00011811444,0.0000356088,0.0003462189,0.0007228998,0.00003547126,0.00024472017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972645,0.00024147257,0.00059825456,0.0005439583,0.0007075555,0.0006442677],"domain_scores_gemma":[0.998013,0.00069520244,0.00083553954,0.00021406487,0.000017934773,0.0002242256],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009022544,0.00038061364,0.0006405048,0.00029220374,0.00045698154,0.000114990165,0.00022082248,0.00008720277,0.00023337385],"category_scores_gemma":[0.000052187115,0.00034155336,0.0001690049,0.000794295,0.000105609884,0.0006495944,0.00030999104,0.0001480706,5.5512718e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023381818,0.00038900485,0.980309,0.000036487472,0.00085714745,0.000003836837,0.0010844126,0.006416352,0.004189251,0.000040505754,0.0010589985,0.0053811516],"study_design_scores_gemma":[0.0018498518,0.0009825259,0.975991,0.000014033135,0.00040394985,0.0000067909855,0.0013413918,0.011125183,0.00047004796,0.00009586499,0.0072540203,0.00046533463],"about_ca_topic_score_codex":0.57287055,"about_ca_topic_score_gemma":0.48759383,"teacher_disagreement_score":0.085276745,"about_ca_system_score_codex":0.0017867817,"about_ca_system_score_gemma":0.0010994658,"threshold_uncertainty_score":0.9999036},"labels":[],"label_agreement":null},{"id":"W4308572913","doi":"10.1139/er-2022-0023","title":"Wildlife health in environmental impact assessments: are we missing a key metric?","year":2022,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; Acadia University; University of Calgary","funders":"Environment and Climate Change Canada","keywords":"Wildlife; Environmental resource management; Environmental planning; Wildlife conservation; Wildlife disease; Geography; One Health; Biodiversity; Environmental impact assessment; Environmental health; Public health; Ecology; Environmental science; Biology; Medicine","score_opus":0.039505155136206324,"score_gpt":0.3550724800231534,"score_spread":0.31556732488694705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308572913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95409423,0.028065786,0.0004289117,0.005963771,0.00074508874,0.004606272,0.0006466817,0.00012911814,0.0053201304],"genre_scores_gemma":[0.9671992,0.022196312,0.0015932185,0.0060121864,0.000086547494,0.00045984663,0.0003277766,0.00012605384,0.001998841],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936716,0.0013253608,0.0012759938,0.001117393,0.0013537756,0.0012559097],"domain_scores_gemma":[0.99759495,0.00008359253,0.00091830135,0.00075642153,1.2170223e-7,0.00064658123],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016926774,0.0007362516,0.0010792969,0.000202722,0.0009694834,0.00007426598,0.00081846304,0.000102110505,0.020271838],"category_scores_gemma":[0.000022173053,0.0007089657,0.0005169145,0.0006467972,0.00033943795,0.0007517293,0.0015109836,0.00092522404,0.0014704141],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007100565,0.0029660317,0.7675093,0.000018892259,0.00006021654,0.00007775244,0.0014708526,0.0009975318,0.004562621,0.0000027721799,0.02761071,0.1946523],"study_design_scores_gemma":[0.001129387,0.00057298446,0.45752597,0.000050638228,0.000028141985,0.000052038828,0.0013797287,0.00030469807,0.000041934425,0.00017367752,0.5380034,0.0007374151],"about_ca_topic_score_codex":0.00040390267,"about_ca_topic_score_gemma":0.000046273166,"teacher_disagreement_score":0.51039267,"about_ca_system_score_codex":0.0104615325,"about_ca_system_score_gemma":0.000033813078,"threshold_uncertainty_score":0.99953616},"labels":[],"label_agreement":null},{"id":"W4308627936","doi":"10.1080/14615517.2022.2135232","title":"Lack of consideration of ecological connectivity in Canadian environmental impact assessment: Current practice and need for improvement","year":2022,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Environmental impact assessment; Current (fluid); Environmental resource management; Environmental planning; Environmental science; Impact assessment; Ecology; Political science; Oceanography; Geology; Biology","score_opus":0.03779447672258558,"score_gpt":0.43042281057410026,"score_spread":0.3926283338515147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308627936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958872,0.00009182935,0.0001034958,0.00027733206,0.00016800534,0.0017062464,0.0005581893,0.00001045109,0.0011972432],"genre_scores_gemma":[0.9982188,0.00011697291,0.001104562,0.00008657767,0.000026652666,0.00024948316,0.00016221023,0.000023299115,0.000011460496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974632,0.00038190658,0.0005547111,0.0004490825,0.0005459145,0.0006051515],"domain_scores_gemma":[0.9983675,0.00072757405,0.00043572226,0.00018888754,0.000008443743,0.00027187908],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014774284,0.00032176627,0.00050944835,0.000173309,0.00032536173,0.000053055846,0.00015181302,0.000091122936,0.0007804778],"category_scores_gemma":[0.000097360346,0.00028667058,0.00014025564,0.00022537877,0.00031248285,0.0005910399,0.00035582518,0.00037659353,7.483132e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021320132,0.0012646847,0.96870625,0.000034389937,0.000099728946,0.0000055391615,0.0013405328,0.00043401914,0.017303128,0.00027358276,0.00033265402,0.009992269],"study_design_scores_gemma":[0.0024671485,0.0033223678,0.98498356,0.000009829059,0.000079798134,0.000020321544,0.0028012623,0.0042406265,0.0003104307,0.0003327979,0.0010953234,0.00033655655],"about_ca_topic_score_codex":0.061883222,"about_ca_topic_score_gemma":0.007833018,"teacher_disagreement_score":0.054050203,"about_ca_system_score_codex":0.0018216112,"about_ca_system_score_gemma":0.00045622312,"threshold_uncertainty_score":0.9999585},"labels":[],"label_agreement":null},{"id":"W4308628128","doi":"10.1080/14615517.2022.2134619","title":"Advancing the consideration of ecological connectivity in environmental assessment: Synthesis and next steps forward","year":2022,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Environmental resource management; Environmental planning; Ecology; Computer science; Environmental science; Biology","score_opus":0.019070552699911578,"score_gpt":0.3523895423434966,"score_spread":0.33331898964358503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308628128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957569,0.00005923036,0.00009979823,0.0005033427,0.00011127269,0.0008000015,0.000079016114,0.00001870721,0.0025717004],"genre_scores_gemma":[0.99859345,0.00012156837,0.0008021477,0.00014243236,0.000024700032,0.00025040473,0.000022423677,0.00002002163,0.000022833116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975294,0.0006476019,0.00038708583,0.00041082702,0.0005782371,0.0004468884],"domain_scores_gemma":[0.99825794,0.0011941104,0.00024084825,0.000197913,0.0000019314718,0.00010726662],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012674027,0.00027440925,0.00038661226,0.000074342635,0.0005856702,0.000088953864,0.00017706068,0.00007301675,0.0015928234],"category_scores_gemma":[0.00006185076,0.00020504149,0.00009282501,0.00020689107,0.00043216892,0.00060675025,0.00071878533,0.0004455756,0.00000202491],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006916618,0.0005727476,0.97159535,0.00001043209,0.000050106468,0.000012047541,0.0016663844,0.00044012393,0.015116889,0.00016909237,0.00018902696,0.010108643],"study_design_scores_gemma":[0.0008024301,0.00066647027,0.9862565,0.000006946004,0.00004644198,0.000039081853,0.006610555,0.0041120844,0.00029498592,0.00031301525,0.00058930024,0.00026222464],"about_ca_topic_score_codex":0.00077101734,"about_ca_topic_score_gemma":0.00013843909,"teacher_disagreement_score":0.014821903,"about_ca_system_score_codex":0.0007014225,"about_ca_system_score_gemma":0.00008233831,"threshold_uncertainty_score":0.99931985},"labels":[],"label_agreement":null},{"id":"W4309538188","doi":"10.30955/gnc2021.00387","title":"Canada’s New Substances Notification Regulations","year":2022,"lang":"en","type":"article","venue":"Global NEST International Conference on Environmental Science & Technology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Government (linguistics); Notification system; Risk management; Environmental planning; Risk assessment; Environmental health; Environmental protection; Risk analysis (engineering); Computer security; Computer science; Environmental science; Medicine; Finance","score_opus":0.016638659452995423,"score_gpt":0.26948241710087256,"score_spread":0.25284375764787714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309538188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90539414,0.000017923949,0.000198427,0.013793195,0.00089737686,0.00030438477,0.0002800871,0.00008349237,0.07903098],"genre_scores_gemma":[0.9958867,0.000022260763,0.0003634531,0.00095020846,0.000034771496,0.000052514955,0.000064860644,0.00000890539,0.0026163242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99686706,0.000036531535,0.0002797495,0.0006691683,0.0016676779,0.00047979344],"domain_scores_gemma":[0.99921936,0.000011085325,0.00018791493,0.00036404844,0.000004842987,0.00021273884],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019520462,0.00021416051,0.00014158514,0.00011276654,0.0010063002,0.00006316812,0.0015442441,0.00005590175,0.013872814],"category_scores_gemma":[0.000023266211,0.00022840925,0.000042568645,0.0008626737,0.0011691685,0.00041655215,0.00095743296,0.00025439428,0.0002863116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106364496,0.00097443396,0.6677537,0.0000012589051,0.000041116255,0.000059725506,0.00027819918,0.014324356,0.09545022,0.13216357,0.014242586,0.074604474],"study_design_scores_gemma":[0.0007760421,0.00035521344,0.8205144,0.000008200185,0.00001822625,0.00009827773,0.0034830612,0.00260152,0.0037167373,0.02385595,0.14381447,0.0007579146],"about_ca_topic_score_codex":0.073708735,"about_ca_topic_score_gemma":0.04371018,"teacher_disagreement_score":0.1527607,"about_ca_system_score_codex":0.00679146,"about_ca_system_score_gemma":0.00038752332,"threshold_uncertainty_score":0.9970213},"labels":[],"label_agreement":null},{"id":"W4310534956","doi":"10.1080/14615517.2022.2099730","title":"Indigenous experiences of impact assessment and development projects: lessons from the Aashukan exchange","year":2022,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Context (archaeology); Craft; Environmental planning; Community development; Political science; Environmental resource management; Geography; Ecology; Environmental science; Archaeology","score_opus":0.04376174089045104,"score_gpt":0.40474149131528553,"score_spread":0.3609797504248345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310534956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956905,0.0003702985,0.00009830696,0.00020665745,0.00025822053,0.0012061106,0.00015476733,0.000046670797,0.0019684676],"genre_scores_gemma":[0.9966874,0.00018148871,0.0020061904,0.00013218158,0.00008155859,0.00063932367,0.00015161352,0.000040420764,0.00007983182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964894,0.0005006778,0.0005159957,0.00061649247,0.0011576822,0.0007197654],"domain_scores_gemma":[0.99858135,0.0004207144,0.00039637883,0.00037194917,0.000009182052,0.00022041386],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009966359,0.00048361885,0.00049973157,0.00008911526,0.001306272,0.00018583042,0.0005143609,0.00009261736,0.0025389155],"category_scores_gemma":[0.000015202379,0.000326559,0.00013706126,0.000415872,0.0005318638,0.0005170685,0.0013219168,0.00050333765,0.000005062261],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008980156,0.0005875564,0.7832623,0.000015754911,0.00024057738,0.0000133223775,0.17618403,0.000049073402,0.002530357,0.000019186175,0.0014194284,0.03558857],"study_design_scores_gemma":[0.0010586681,0.0010719311,0.9163893,0.000015553705,0.000057454265,0.000025623216,0.07677443,0.00021416388,0.00028906105,0.000065904336,0.0035445928,0.0004933112],"about_ca_topic_score_codex":0.0058138995,"about_ca_topic_score_gemma":0.00020474475,"teacher_disagreement_score":0.13312696,"about_ca_system_score_codex":0.0009536087,"about_ca_system_score_gemma":0.0005642141,"threshold_uncertainty_score":0.9999939},"labels":[],"label_agreement":null},{"id":"W4310870313","doi":"10.18280/ijsdp.170709","title":"An Evaluation of the Environmental Impact Assessment Process in Iraq","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Process (computing); Government (linguistics); Environmental planning; Developing country; Environmental resource management; Business; Engineering; Risk analysis (engineering); Political science; Computer science; Environmental science; Economic growth; Law","score_opus":0.01680741604980582,"score_gpt":0.3376012391500629,"score_spread":0.32079382310025706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310870313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989646,0.000053258867,0.00002869238,0.00006423648,0.00014491967,0.00015590277,0.000003278227,0.0000013516153,0.0005837516],"genre_scores_gemma":[0.9996203,0.0000040312416,0.00020730076,0.00004942589,0.000023465993,0.000012631919,0.000008995446,0.0000059157915,0.00006790693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786514,0.00015953809,0.00033227628,0.00009873343,0.0013897317,0.00015456372],"domain_scores_gemma":[0.99951994,0.00002237377,0.00033210238,0.000052506144,0.000022219057,0.000050879305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015266846,0.00008709862,0.00010851058,0.00009551939,0.00017089125,0.000027804412,0.00035006093,0.000019853751,0.00082477654],"category_scores_gemma":[0.000018649387,0.000066737164,0.000037813807,0.00011300206,0.00005467362,0.00044713236,0.00023640193,0.00019681899,4.3440545e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004664846,0.0002161821,0.91011715,0.0000024783128,0.000037323527,0.000056904104,0.011561204,0.07271021,0.0008672778,0.000013112621,0.000030333842,0.004341183],"study_design_scores_gemma":[0.000684129,0.00008397672,0.9612535,0.000013345318,0.000012642195,0.000033784232,0.035319805,0.0012364516,0.00052916264,0.00052098685,0.00023333101,0.00007884517],"about_ca_topic_score_codex":0.000046196557,"about_ca_topic_score_gemma":0.000002444988,"teacher_disagreement_score":0.071473755,"about_ca_system_score_codex":0.0017222228,"about_ca_system_score_gemma":0.00015685665,"threshold_uncertainty_score":0.9030725},"labels":[],"label_agreement":null},{"id":"W4311143473","doi":"10.1016/j.exis.2022.101186","title":"Public participation in environmental impact assessment processes through various channels – Can you listen to us now? Lessons from a Brazilian mining case","year":2022,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada; Government of Canada","keywords":"Government (linguistics); Democratization; Public participation; Process (computing); Public involvement; Public policy; Environmental impact assessment; Civil society; Political science; Business; Environmental planning; Public relations; Politics; Democracy; Law; Computer science","score_opus":0.055159226179148535,"score_gpt":0.3397158627606243,"score_spread":0.2845566365814758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311143473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935244,0.000047949434,0.000085913984,0.004193092,0.00010900841,0.0005556878,0.0004587858,0.00002126026,0.0010039058],"genre_scores_gemma":[0.9979957,0.00007690182,0.00022483298,0.0008560231,0.0000733857,0.00028625547,0.00008723986,0.00002618076,0.00037350802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798846,0.00023845876,0.00027327306,0.00045928077,0.00050509354,0.000535425],"domain_scores_gemma":[0.9992037,0.00020506936,0.00017113182,0.00021801387,0.0000040032373,0.00019808552],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004112811,0.000265975,0.00024608345,0.000017002829,0.0013726995,0.00016254243,0.00023924642,0.0001085023,0.0016078441],"category_scores_gemma":[0.000031510444,0.00021778705,0.000086201035,0.00041296528,0.0003334725,0.0005953989,0.0006744075,0.000588875,0.000008378307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057062283,0.001248386,0.84734637,0.000006254213,0.00020314052,0.00019585516,0.12619609,0.005825527,0.0030504894,0.000027048229,0.0027615326,0.013082269],"study_design_scores_gemma":[0.0008005673,0.00041992843,0.8867848,0.0000111117915,0.00006847808,0.000089376415,0.104727715,0.000785008,0.00036096416,0.00041472114,0.0050574658,0.00047987112],"about_ca_topic_score_codex":0.009839301,"about_ca_topic_score_gemma":0.0017279516,"teacher_disagreement_score":0.03943845,"about_ca_system_score_codex":0.0017789629,"about_ca_system_score_gemma":0.000102490565,"threshold_uncertainty_score":0.9999274},"labels":[],"label_agreement":null},{"id":"W4311548642","doi":"10.1163/9789004322714_cclc_2019-0133-487","title":"Draft 2020 Canada-Ontario Agreement on Great Lakes Water Quality and Ecosystem Health (ERO Number: 019-0198)","year":2022,"lang":"en","type":"dataset","venue":"Climate Change and Law Collection","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Water quality; Ecosystem; Environmental science; Quality (philosophy); Geography; Environmental protection; Ecology; Biology; Physics","score_opus":0.042066682910405655,"score_gpt":0.28943183904588643,"score_spread":0.24736515613548077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311548642","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19032025,0.000114191185,1.9427547e-7,0.001564594,0.0011782534,0.0013500445,0.8020613,0.000025757403,0.0033853594],"genre_scores_gemma":[0.029848188,0.0062229554,0.000008919695,0.007995529,0.00036429055,0.0005994233,0.95067066,0.000052832296,0.004237199],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99769074,0.00026080833,0.00037462427,0.0005762323,0.0005574027,0.0005401941],"domain_scores_gemma":[0.99924934,0.000033950142,0.00020584192,0.00025071923,0.000003138913,0.0002570375],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039918107,0.00035401498,0.00045975263,0.000022894881,0.0015053186,0.00009450316,0.00012530854,0.000139651,0.03307753],"category_scores_gemma":[0.0000024771487,0.00029788568,0.000053989224,0.000095905445,0.0000824075,0.0001657991,0.0004267527,0.00033926894,0.000065326916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005334604,0.00012189446,0.00937385,0.00021003826,0.000038230777,0.000023063418,0.0011843233,0.000002449302,0.000010163054,0.0000074305135,0.98872346,0.0002517729],"study_design_scores_gemma":[0.0004438706,0.00033216897,0.019888617,0.000048839338,0.00004057887,0.000018568031,0.00044001648,0.0000030096292,0.00001583357,0.000019739568,0.97839147,0.00035729277],"about_ca_topic_score_codex":0.95305073,"about_ca_topic_score_gemma":0.9973929,"teacher_disagreement_score":0.16047207,"about_ca_system_score_codex":0.0038114921,"about_ca_system_score_gemma":0.000053092757,"threshold_uncertainty_score":0.9999473},"labels":[],"label_agreement":null},{"id":"W4311561531","doi":"10.1163/9789004322714_cclc_2021-0168-531","title":"Is Canada’s Impact Assessment Act working?","year":2022,"lang":"en","type":"dataset","venue":"Climate Change and Law Collection","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.03989052106250505,"score_gpt":0.30930975585630466,"score_spread":0.2694192347937996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311561531","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014653204,0.00013701407,2.3424577e-7,0.00038284168,0.0010683833,0.00071938604,0.97336835,0.000026725846,0.009643882],"genre_scores_gemma":[0.029645871,0.0057591693,0.000015657974,0.004910517,0.0004014765,0.00042468237,0.9577648,0.00005490738,0.0010228854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812454,0.000107400505,0.00022612173,0.00046010167,0.0005868966,0.000494927],"domain_scores_gemma":[0.9992909,0.000033949033,0.00020740686,0.00026642194,0.0000024390554,0.00019888222],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018216483,0.00034186314,0.00032213161,0.00003914458,0.0013007179,0.000101253114,0.00019007377,0.00016676406,0.10440653],"category_scores_gemma":[0.0000027342026,0.00032236494,0.00009882245,0.00025493655,0.000106457446,0.00018283563,0.0005508613,0.0004332601,0.000026834154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013723326,0.000093847135,0.008564115,0.000023144346,0.0000378037,0.00002305578,0.00014159693,0.0000026135901,0.000009993231,0.0000027198626,0.9906568,0.00043056943],"study_design_scores_gemma":[0.00024141911,0.00021009294,0.05044649,0.00001887399,0.00007802741,0.000013202756,0.00014864645,0.000018037872,0.000004195165,0.00002532112,0.9484517,0.00034399854],"about_ca_topic_score_codex":0.8241739,"about_ca_topic_score_gemma":0.7777158,"teacher_disagreement_score":0.1043797,"about_ca_system_score_codex":0.0034570452,"about_ca_system_score_gemma":0.00007818008,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W4311681043","doi":"10.22215/etd/2022-15328","title":"Landscape Analysis in Environmental Impact Assessment: Is there Potential to Improve Biodiversity Conservation through Better-Informed Decisions?","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada; Environment and Climate Change Canada","keywords":"Landscape assessment; Biodiversity; Landscape ecology; Environmental resource management; Context (archaeology); Geography; Biological dispersal; Environmental planning; Conservation biology; Cumulative effects; Environmental impact assessment; Ecology; Landscape connectivity; Impact assessment; Scale (ratio); Environmental science; Habitat; Landscape design; Political science; Population; Sociology; Biology; Cartography","score_opus":0.011323686008437672,"score_gpt":0.3028614284976891,"score_spread":0.2915377424892514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311681043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98409384,0.000031187068,0.0001455431,0.00033212427,0.00030514653,0.0008692822,0.001160484,0.00003624062,0.013026145],"genre_scores_gemma":[0.98178077,0.00026806732,0.001069937,0.0022549762,0.00003186095,0.00009381188,0.0075752926,0.00003407183,0.0068912394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962955,0.00014463952,0.0006433739,0.00089398574,0.0013797312,0.00064277643],"domain_scores_gemma":[0.99873716,0.000096413656,0.00038025403,0.00052138884,0.000003928615,0.0002608658],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027219442,0.00058455166,0.00068171043,0.00029437096,0.0005140192,0.00013902984,0.0006216977,0.0003371247,0.119107716],"category_scores_gemma":[0.000016959148,0.0005455828,0.00061817525,0.001054602,0.00007780131,0.0008042936,0.00051324046,0.0005686856,0.0007950797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018086036,0.0005166174,0.97564584,0.000008357514,0.0006218423,0.000038449947,0.0032776531,0.00137405,0.0025869051,0.0000025116587,0.011762131,0.0039847903],"study_design_scores_gemma":[0.00079160853,0.00025699646,0.98906076,0.000009439811,0.00048575457,0.0000010372172,0.0051945783,0.00052502815,0.0003042372,0.000135893,0.002598953,0.00063571567],"about_ca_topic_score_codex":0.013001888,"about_ca_topic_score_gemma":0.006014189,"teacher_disagreement_score":0.118312635,"about_ca_system_score_codex":0.0026057411,"about_ca_system_score_gemma":0.0000730874,"threshold_uncertainty_score":0.9999829},"labels":[],"label_agreement":null},{"id":"W4311681203","doi":"10.22215/etd/2022-15259","title":"Canadian Impact Assessment: Gender-Based Analysis Plus and Intersectionality in Natural Resource Policy","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Intersectionality; Government (linguistics); Natural resource; Resource (disambiguation); Political science; Work (physics); Natural (archaeology); Public administration; Gender studies; Sociology; Geography; Engineering; Computer science; Law","score_opus":0.01024131937331273,"score_gpt":0.33441586524261974,"score_spread":0.324174545869307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311681203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8938746,0.000038401697,0.0000072036905,0.00015330958,0.00010371721,0.0002592554,0.000109527595,0.000018697163,0.10543531],"genre_scores_gemma":[0.988424,0.000011858936,0.00010824144,0.0005227746,0.000031430565,0.000045292247,0.0033400804,0.000026227088,0.0074900715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979104,0.00019685109,0.0003085965,0.0005219923,0.00058176473,0.00048043803],"domain_scores_gemma":[0.9992224,0.000047844533,0.00014411614,0.00022855641,0.0000028659304,0.00035419557],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000306115,0.00032069115,0.0003887237,0.00060742494,0.00032225566,0.00008413842,0.00024807296,0.00017315276,0.02022299],"category_scores_gemma":[0.00001836181,0.0003093355,0.00025304107,0.0012372381,0.000069649985,0.00018020498,0.0000915268,0.0006134999,0.00001800625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006221009,0.00011677162,0.9853458,0.000019817851,0.00043358523,0.000030964427,0.002232533,0.0084730415,0.00016659847,0.00006796267,0.00078484183,0.0022658992],"study_design_scores_gemma":[0.00032414857,0.00004116429,0.99222887,0.0000039369465,0.00014142171,0.0000011044164,0.0034472167,0.002395616,0.000009158093,0.00023178202,0.00085107266,0.00032451696],"about_ca_topic_score_codex":0.83213973,"about_ca_topic_score_gemma":0.89434546,"teacher_disagreement_score":0.09794524,"about_ca_system_score_codex":0.01303584,"about_ca_system_score_gemma":0.00043331095,"threshold_uncertainty_score":0.99993587},"labels":[],"label_agreement":null},{"id":"W4312039924","doi":"","title":"An Evaluation of the Cumulative Surface Water Pollution on Selected Areas within the Consolidated Main Reef Area, Roodepoort, South Africa","year":2016,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reef; Geography; Pollution; Environmental science; Geology; Oceanography; Ecology","score_opus":0.03051160327305301,"score_gpt":0.2764890568655873,"score_spread":0.24597745359253426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312039924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989838,0.0000021039061,0.00014393344,0.0006417477,0.00006596997,0.0005220303,0.000036513415,0.000024061943,0.0087256525],"genre_scores_gemma":[0.99816585,8.773959e-7,0.000050154704,0.0001406259,0.000010986753,0.000010809308,0.000009285562,0.000012018524,0.0015994208],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9977832,0.0006254563,0.00022808475,0.00024414528,0.0008688775,0.00025022952],"domain_scores_gemma":[0.99937093,0.000040484752,0.00014210537,0.00035902255,0.000018049312,0.00006937883],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088257913,0.0001505337,0.00011625159,0.000010553813,0.0002536761,0.00001958226,0.00025694855,0.00007218524,0.0021430945],"category_scores_gemma":[0.000052751362,0.000055449204,0.000047261834,0.00019174488,0.00034181422,0.00023564373,0.00010117432,0.00008883834,0.00012398469],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113533475,0.0003408,0.14648838,0.0000012045512,0.00006259635,5.7963507e-7,0.013066653,0.009515912,0.82889634,0.00014296982,0.00054978183,0.000821238],"study_design_scores_gemma":[0.00080516754,0.00017749664,0.73267627,0.000020913776,0.000077564524,0.0000014164666,0.0016013586,0.004593681,0.25789693,0.0019370174,0.000032401316,0.00017975456],"about_ca_topic_score_codex":0.0002699471,"about_ca_topic_score_gemma":0.0002486891,"teacher_disagreement_score":0.5861879,"about_ca_system_score_codex":0.00043274753,"about_ca_system_score_gemma":0.000023709332,"threshold_uncertainty_score":0.9987691},"labels":[],"label_agreement":null},{"id":"W4312180255","doi":"10.1111/deci.12534","title":"Issue Information","year":2022,"lang":"en","type":"paratext","venue":"Decision Sciences","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of North Carolina Wilmington; University of Colorado Boulder; University of Science and Technology of China; Nankai University; Universiteit van Tilburg; Hong Kong Polytechnic University; Beijing Institute of Technology; Fudan University; Nazarbayev University; University of North Texas; Seoul National University; University of North Florida; Chung-Ang University; Monash University; Donghua University; Texas Christian University; Nanyang Technological University; University of Bristol; University of Nevada, Reno; University of St. Thomas; University of Miami; Queen's University; University of South Carolina; Oregon State University; Chinese Academy of Sciences; West Virginia University; Universität zu Köln; Shanghai Jiao Tong University; James Madison University; Erasmus Universiteit Rotterdam; University at Buffalo; Northern Illinois University; North Carolina State University; University of Washington; Tongji University; Lehigh University; Auburn University; Michigan State University; City, University of London; Virginia Commonwealth University; Tulane University; Arizona State University; University of Minnesota; University of Hong Kong; University of Pittsburgh; University of Tulsa; Syracuse University; Colorado State University; University of Connecticut; Wayne State University; City University of Hong Kong; University of Melbourne; San José State University; Portland State University; University of Nevada, Las Vegas; College of Engineering, Michigan State University; Dalhousie University; University of Oklahoma; Georgia Institute of Technology; University of Chinese Academy of Sciences; Wuhan University; Durham University; Universidad Panamericana; Georgia Southern University","keywords":"Deci-; Computer science; Citation; Information retrieval; World Wide Web; Political science; Law","score_opus":0.02254653498182217,"score_gpt":0.3425126008807292,"score_spread":0.319966065898907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312180255","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017087871,0.000110701214,0.0006477264,0.00024049886,0.00606552,0.0002849456,0.0001248535,0.000020703144,0.9754172],"genre_scores_gemma":[0.06291656,0.0028315806,0.014084336,0.013066682,0.0009493964,0.0002969112,0.00087902014,0.00007653822,0.904899],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969769,0.00006039693,0.0003734264,0.0003529807,0.0018866226,0.0003496366],"domain_scores_gemma":[0.99922234,0.0001343689,0.00025663237,0.00025162217,0.0000032034327,0.0001318528],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006979345,0.00021931384,0.00023049003,0.0001087691,0.0009473009,0.0002450801,0.0009978134,0.00012725338,0.56047857],"category_scores_gemma":[0.00005700523,0.00017889396,0.000103324805,0.0006658513,0.0005014194,0.0013441668,0.0011108568,0.00027883824,0.2718354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046166524,0.000028203107,0.00048381792,0.0000018889907,0.0000029038918,8.751466e-7,0.0002660537,0.0015633237,0.000023261207,0.000010482323,0.92708045,0.070534095],"study_design_scores_gemma":[0.00010432881,0.000110540335,0.00308243,0.00000909219,0.000005220936,0.0000027448193,0.00047207795,0.00008131273,0.00003477494,0.00040121848,0.9954603,0.00023597779],"about_ca_topic_score_codex":0.00036251076,"about_ca_topic_score_gemma":0.000010904781,"teacher_disagreement_score":0.28864315,"about_ca_system_score_codex":0.00041037687,"about_ca_system_score_gemma":0.000040062365,"threshold_uncertainty_score":0.72950834},"labels":[],"label_agreement":null},{"id":"W4312661847","doi":"10.3389/fmars.2022.822467","title":"Same Space, Different Standards: A Review of Cumulative Effects Assessment Practice for Marine Mammals","year":2022,"lang":"en","type":"review","venue":"Frontiers in Marine Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Environment Research Council; Sight Research UK; Natural England; Heriot-Watt University","keywords":"Cumulative effects; Stressor; Population; Environmental science; Submarine pipeline; Impact assessment; Offshore wind power; Risk assessment; Environmental impact assessment; Environmental resource management; Environmental health; Ecology; Computer science; Engineering; Wind power; Biology; Medicine","score_opus":0.020433674234881582,"score_gpt":0.3759872136500137,"score_spread":0.3555535394151321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312661847","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001759549,0.9405453,0.0016355396,0.00024323369,0.0026333984,0.009423232,0.0004996392,0.000048434595,0.044795226],"genre_scores_gemma":[0.000010608062,0.9399417,0.057642873,0.0002624115,0.00004078652,0.0008477601,0.00013151755,0.00005164454,0.001070725],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993867,0.00061604544,0.00107716,0.0010735276,0.0025476308,0.0008186636],"domain_scores_gemma":[0.99701077,0.0007201383,0.0012532802,0.0007242268,0.00003046835,0.00026111983],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040827338,0.0006402989,0.002325341,0.00026881727,0.00032791033,0.000060535847,0.0013877464,0.00012316779,0.0021006258],"category_scores_gemma":[0.0015917832,0.00052459165,0.0004798157,0.0016326703,0.0010430465,0.00070216635,0.004285826,0.00064693834,0.000006111985],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002132629,0.00053987745,0.0058878865,0.026117014,0.00007441846,0.00001988822,0.00007503723,0.000011935335,0.0000030951203,0.0001242308,0.0044454224,0.96267986],"study_design_scores_gemma":[0.0004681715,0.0004779287,0.0026465647,0.008867626,0.00055394066,0.000009946592,0.00013163229,0.0000477509,0.0000055653904,0.000980843,0.985199,0.000611071],"about_ca_topic_score_codex":0.00017776318,"about_ca_topic_score_gemma":0.000011653202,"teacher_disagreement_score":0.98075354,"about_ca_system_score_codex":0.006175352,"about_ca_system_score_gemma":0.00044802699,"threshold_uncertainty_score":0.9997206},"labels":[],"label_agreement":null},{"id":"W4313520586","doi":"10.1680/jensu.22.00076","title":"Sustainability in geotechnical engineering: what does it mean and why does that matter?","year":2023,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Engineering Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainability; Multidisciplinary approach; Engineering; Civil engineering; Resource (disambiguation); Geotechnical engineering; Political science; Computer science","score_opus":0.005224999916759688,"score_gpt":0.22177662350374902,"score_spread":0.21655162358698934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313520586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99538064,0.000033047665,0.00031699776,0.0029973348,0.00026796485,0.00074645487,0.0000074577406,0.00012564969,0.00012444332],"genre_scores_gemma":[0.99953943,0.00008139756,0.00012959597,0.000038357826,0.000020570158,0.00006703272,0.0000019770416,0.0000252502,0.00009639186],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9980086,0.0000128146385,0.0004919581,0.00042561744,0.00052711973,0.0005338804],"domain_scores_gemma":[0.9993121,0.00009956519,0.00014132947,0.00025306054,0.000059637518,0.00013430597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095254293,0.00031041115,0.00039456296,0.00016968334,0.00008207272,0.000056523648,0.0004429677,0.00018249176,0.000060154052],"category_scores_gemma":[0.00068912766,0.00021718703,0.00014301437,0.0008476159,0.00046492714,0.0012374179,0.0005964734,0.0003487192,0.0000016588672],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072665425,0.0003777911,0.36861297,0.003596673,0.00007000137,0.00000600187,0.007257059,0.604155,0.011397133,0.0031561453,0.00055509293,0.0007434716],"study_design_scores_gemma":[0.00086144684,0.000101732534,0.92158026,0.0003691958,0.00006140957,0.0000075058174,0.015867086,0.038028605,0.013596418,0.005389502,0.0033892086,0.00074762193],"about_ca_topic_score_codex":0.0002822249,"about_ca_topic_score_gemma":0.00007035729,"teacher_disagreement_score":0.5661264,"about_ca_system_score_codex":0.0013322784,"about_ca_system_score_gemma":0.00003619753,"threshold_uncertainty_score":0.885663},"labels":[],"label_agreement":null},{"id":"W4313651513","doi":"10.18356/9789210014397c001","title":"Foreword","year":2022,"lang":"en","type":"book-chapter","venue":"Environmental performance reviews","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Environmental governance; Commission; Business; Corporate governance; Member states; European commission; Political science; Environmental resource management; Environmental planning; European union; Geography; Economic policy; Economics; Finance","score_opus":0.02260476970970233,"score_gpt":0.2456201754901945,"score_spread":0.22301540578049217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313651513","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010433923,0.0041609993,0.000006448012,0.00006154911,0.00046278205,0.0014182184,0.00021183849,0.000064252104,0.98318],"genre_scores_gemma":[0.014629732,0.08885196,0.00033782763,0.0009274246,0.00021334669,0.00019938487,0.00045436018,0.00018160576,0.8942044],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967349,0.00005792628,0.00081006874,0.0008158106,0.00097398384,0.0006072704],"domain_scores_gemma":[0.99831784,0.000022374992,0.00057134934,0.00080283085,3.5271418e-7,0.00028528224],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043465628,0.00079665595,0.00084012735,0.000053952248,0.00056875864,0.000021624579,0.0006898483,0.00026079192,0.3433817],"category_scores_gemma":[0.0000037713144,0.0007536372,0.00049734453,0.000043002376,0.000485462,0.0005458371,0.0013578022,0.00094164815,0.031744532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007178466,0.0004743981,0.027959263,0.00022992339,0.00018000012,0.000077654906,0.0006037707,0.00023496638,0.0010681936,0.0013441624,0.1188077,0.8489482],"study_design_scores_gemma":[0.00022024354,0.0002321774,0.0059297383,0.00006376388,0.000095789015,0.000024189078,0.000011307794,0.000040972707,0.000028980598,0.00029887352,0.9922294,0.0008245693],"about_ca_topic_score_codex":0.000014413813,"about_ca_topic_score_gemma":0.000007125178,"teacher_disagreement_score":0.87342167,"about_ca_system_score_codex":0.0021396887,"about_ca_system_score_gemma":0.000009179622,"threshold_uncertainty_score":0.99949145},"labels":[],"label_agreement":null},{"id":"W4315487800","doi":"10.3197/096327123x16702350862791","title":"Analysing and Anticipating Conflict Using a Values-Centred Online Survey","year":2023,"lang":"en","type":"article","venue":"Environmental Values","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Perspective (graphical); Relevance (law); Scholarship; Conflict management; Work (physics); Public participation; Set (abstract data type); Management science; Sociology; Political science; Public relations; Computer science; Social science; Economics; Engineering; Law","score_opus":0.11575006482627856,"score_gpt":0.3464526398899305,"score_spread":0.23070257506365197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315487800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987147,0.00012838386,0.00005964197,0.000038092527,0.00013848326,0.00024210491,0.00015846307,0.000106684085,0.0004134694],"genre_scores_gemma":[0.99687934,0.00032253563,0.0013098666,0.00019112889,0.000071525494,0.000005219736,0.00030242666,0.000053358657,0.0008645903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974517,0.00030199494,0.00038648807,0.00058699213,0.0006252057,0.00064761064],"domain_scores_gemma":[0.99915373,0.00014004443,0.0001625443,0.0002808202,0.0000010486531,0.00026182047],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047112175,0.00033116082,0.00034484526,0.000077100885,0.00053193513,0.000078616904,0.00021086406,0.00010731063,0.0011589554],"category_scores_gemma":[0.00004958755,0.00032789732,0.000103361876,0.00036458293,0.00058005605,0.0004278681,0.0006750898,0.0001897722,0.0005116994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013794905,0.00017997467,0.9265669,0.0000055099454,0.000053642903,0.000022109904,0.0015548612,0.0013437466,0.06730383,0.0000011498729,0.00018612042,0.0027683782],"study_design_scores_gemma":[0.0004875922,0.00006970471,0.97375566,0.000020825983,0.000066112414,0.00000838852,0.0018767635,0.021864219,0.0011503595,0.00013970128,0.0001771361,0.00038355286],"about_ca_topic_score_codex":0.0013373717,"about_ca_topic_score_gemma":0.000055881592,"teacher_disagreement_score":0.06615347,"about_ca_system_score_codex":0.0004095519,"about_ca_system_score_gemma":0.0000055153732,"threshold_uncertainty_score":0.9999173},"labels":[],"label_agreement":null},{"id":"W4315778106","doi":"10.51224/srxiv.240","title":"Prevention versus Risk Reduction or Mitigation","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Reduction (mathematics); Business; Risk analysis (engineering); Environmental science; Mathematics","score_opus":0.05357099378556594,"score_gpt":0.3436226595064738,"score_spread":0.29005166572090785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315778106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97425365,0.0000060625975,0.0011350822,0.0002372736,0.0028385532,0.0005950082,0.000033059616,0.00025278705,0.02064854],"genre_scores_gemma":[0.9365028,0.00047439986,0.0032326258,0.00001853365,0.0002802029,0.00011654042,0.000283534,0.00004449798,0.059046842],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985209,0.00012144577,0.00025076375,0.00045191543,0.00042953403,0.00022543797],"domain_scores_gemma":[0.99935156,0.000030713203,0.00023319433,0.00028417504,0.0000024238636,0.000097951335],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025847793,0.00020100948,0.00016003469,0.000030386263,0.00017867549,0.000060613944,0.0001872995,0.00025406014,0.0059773056],"category_scores_gemma":[0.00004509262,0.00017177318,0.00012710741,0.00012916293,0.00011725684,0.00021055088,0.00077092554,0.0003595355,0.0031554613],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026524959,0.00272569,0.26864395,0.00033088244,0.0014295072,0.00006747556,0.008306764,0.08003945,0.018347157,0.00039467547,0.19774024,0.41932172],"study_design_scores_gemma":[0.0027246193,0.00085592305,0.9286422,0.00017052612,0.00051725074,0.0000051418183,0.0028663704,0.0032239056,0.005555953,0.049271498,0.004599489,0.0015671336],"about_ca_topic_score_codex":0.0019393462,"about_ca_topic_score_gemma":0.00062828173,"teacher_disagreement_score":0.65999824,"about_ca_system_score_codex":0.0007224597,"about_ca_system_score_gemma":0.000019107663,"threshold_uncertainty_score":0.9976207},"labels":[],"label_agreement":null},{"id":"W4317882229","doi":"10.3389/fenvs.2022.1055159","title":"Risk assessment framework for cumulative effects (RAFCE)","year":2023,"lang":"en","type":"article","venue":"Frontiers in Environmental Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Office of the Chief Medical Examiner; University of Saskatchewan; Natural Resources Canada; Canadian Forest Service","funders":"Canadian Forest Service; Natural Resources Canada; U.S. Forest Service","keywords":"Operationalization; Cumulative effects; Risk assessment; Environmental resource management; Impact assessment; Risk management; Risk analysis (engineering); Prioritization; Environmental planning; Process (computing); Business; Computer science; Environmental science; Process management; Political science","score_opus":0.008000767586396965,"score_gpt":0.295254810628158,"score_spread":0.28725404304176105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317882229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9529112,0.000031394873,0.040677935,0.00017535582,0.0014537146,0.0012554056,0.000071267044,0.000105811705,0.0033178877],"genre_scores_gemma":[0.9184946,0.00020831003,0.08011093,0.00024453911,0.000061288745,0.00022693283,0.00002549457,0.00003635445,0.0005916004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99638516,0.00011793187,0.00035697935,0.00091635983,0.0011154502,0.0011080937],"domain_scores_gemma":[0.99881965,0.00023547406,0.00019246293,0.0004228347,0.0000015513248,0.00032800782],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012926334,0.0003246968,0.00032448152,0.00018688684,0.00076815096,0.00008349547,0.0007790764,0.0001421258,0.000324485],"category_scores_gemma":[0.00017103845,0.000314941,0.0001318059,0.0012123554,0.0018171387,0.0009480624,0.0006912148,0.00035758494,0.0004344942],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022504491,0.00023793204,0.96060765,0.000008153724,0.000014928213,0.000012941763,0.00101749,0.0031419015,0.0069580134,0.00024171674,0.0024008665,0.02533589],"study_design_scores_gemma":[0.00065836404,0.00018444097,0.9435489,0.000022337954,0.000020269654,0.0000010240991,0.0011096246,0.012743055,0.0019945959,0.037662026,0.0016436457,0.00041171885],"about_ca_topic_score_codex":0.0000979835,"about_ca_topic_score_gemma":0.000009974313,"teacher_disagreement_score":0.03943299,"about_ca_system_score_codex":0.0022682948,"about_ca_system_score_gemma":0.000024983512,"threshold_uncertainty_score":0.99993026},"labels":[],"label_agreement":null},{"id":"W4317886147","doi":"10.1017/s0032247421000759","title":"“It would be a lot easier to hunt whales if they didn’t move.” Addressing marine baseline information challenges in Nunavut’s impact assessment process","year":2023,"lang":"en","type":"article","venue":"Polar Record","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of British Columbia","funders":"Polar Knowledge Canada","keywords":"Baseline (sea); Context (archaeology); Agency (philosophy); Government (linguistics); Process (computing); The arctic; Information needs; Arctic; Focus group; Political science; Business; Public relations; Environmental resource management; Environmental planning; Geography; Sociology; Computer science; Marketing; Library science; Environmental science","score_opus":0.05408202524950753,"score_gpt":0.3518428645540324,"score_spread":0.2977608393045249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317886147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797622,0.000020347028,0.00009469266,0.005238902,0.00017161404,0.0005761089,0.000066824236,0.00009830094,0.013971011],"genre_scores_gemma":[0.9972012,0.0006274258,0.000509918,0.001073805,0.000070188355,0.00010642647,0.00015523646,0.000033513297,0.0002223056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777573,0.0001367686,0.00044848246,0.00033858384,0.00066127867,0.00063916075],"domain_scores_gemma":[0.99917513,0.00006890036,0.0001558474,0.00029347488,0.00000887738,0.0002977682],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070406677,0.0002991375,0.0002948879,0.000160873,0.00017348013,0.00012480505,0.00032545472,0.00017501586,0.0025134978],"category_scores_gemma":[0.000094616975,0.0002616072,0.00009848948,0.00042380972,0.000059022605,0.0015650518,0.0004814292,0.00042193534,0.0007648168],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005294198,0.00023431932,0.7704,0.000050535305,0.000027210512,0.00001246286,0.0060309665,0.001456715,0.00082414015,0.000009356511,0.0007633781,0.220138],"study_design_scores_gemma":[0.00045152046,0.00018272632,0.98535407,0.000080724385,0.000013128553,0.0000031053116,0.0038174095,0.002097276,0.00018671222,0.00050052465,0.0069547463,0.0003580545],"about_ca_topic_score_codex":0.0046990425,"about_ca_topic_score_gemma":0.0057898923,"teacher_disagreement_score":0.21977995,"about_ca_system_score_codex":0.0009454265,"about_ca_system_score_gemma":0.000039154354,"threshold_uncertainty_score":0.9999836},"labels":[],"label_agreement":null},{"id":"W4318052101","doi":"10.1016/j.scitotenv.2023.161850","title":"Integrating climate change in Environmental Impact Assessment: A review of requirements across 19 EIA regimes","year":2023,"lang":"en","type":"review","venue":"The Science of The Total Environment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Foreign, Commonwealth and Development Office; International Development Research Centre","keywords":"Climate change; Environmental planning; Scope (computer science); Corporate governance; Typology; Environmental resource management; Greenhouse gas; Political economy of climate change; Political science; Global warming; Business; Geography; Environmental science; Ecology; Computer science","score_opus":0.07268347734455344,"score_gpt":0.4103110069639233,"score_spread":0.33762752961936987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318052101","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039037414,0.9512657,0.0000022744043,0.00025995608,0.0005674601,0.00587764,0.0007143535,0.000037896858,0.0022373018],"genre_scores_gemma":[0.015201216,0.98364854,0.00016076125,0.00006346704,0.00005452931,0.00034760422,0.000033732485,0.00008259152,0.00040757298],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9927399,0.00064489036,0.0017460682,0.0009681926,0.0026054813,0.0012954519],"domain_scores_gemma":[0.99573845,0.00020680549,0.0020703229,0.0017296282,0.0000029012804,0.00025189697],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0046409443,0.0008212215,0.0018037176,0.00010834894,0.0006168814,0.000051267212,0.0030094723,0.00019853642,0.0011431728],"category_scores_gemma":[0.000112336056,0.00045221616,0.0010678807,0.0013282659,0.004307853,0.0006596885,0.0054613817,0.00078301923,0.00033179243],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050087856,0.0028107734,0.006376114,0.041189123,0.00067033974,0.000044548076,0.008549737,0.001559948,0.0029410082,0.00030937546,0.00063463993,0.9348643],"study_design_scores_gemma":[0.004389568,0.0029199007,0.4619434,0.4484494,0.005797079,0.00043852732,0.005859251,0.0021408808,0.0008638669,0.0016711989,0.056618977,0.008907945],"about_ca_topic_score_codex":0.00081854884,"about_ca_topic_score_gemma":0.000008846609,"teacher_disagreement_score":0.92595637,"about_ca_system_score_codex":0.0034700097,"about_ca_system_score_gemma":0.00011577521,"threshold_uncertainty_score":0.99979293},"labels":[],"label_agreement":null},{"id":"W43181865","doi":"10.1007/978-1-4614-8597-1_3","title":"Top-Down Policy Risk Assessment","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Canada; St. Michael's Hospital","funders":"","keywords":"Risk analysis (engineering); Causality (physics); Risk assessment; Causal chain; Dimension (graph theory); Management science; Work (physics); Health policy; Actuarial science; Process management; Computer science; Operations research; Business; Engineering; Medicine; Public health; Nursing; Computer security","score_opus":0.010436593400167594,"score_gpt":0.27371806154243017,"score_spread":0.26328146814226255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W43181865","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016311567,0.000020561014,0.00014083568,0.0004810848,0.00018742816,0.000499377,0.0000642668,0.000089044195,0.99688625],"genre_scores_gemma":[0.027122734,0.00065756624,0.0021617422,0.00115679,0.0003370468,0.000028372046,0.000055917073,0.000083234365,0.9683966],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778175,0.000032708656,0.00037753608,0.0005604661,0.00076557894,0.0004819492],"domain_scores_gemma":[0.9987785,0.00004105042,0.0002949687,0.0005304343,0.000004404102,0.00035064295],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015142924,0.00050666794,0.0004038146,0.000063750456,0.00025132336,0.00010284592,0.00041486172,0.00039843036,0.21192387],"category_scores_gemma":[0.000010305376,0.00042746932,0.0002500665,0.000039319704,0.00033907706,0.0003278882,0.0006800797,0.0005824255,0.030154603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015354564,0.00049041124,0.074923515,0.00003959649,0.0005992683,0.00006734282,0.00057358947,0.0001675446,0.0010207435,0.23257908,0.3707284,0.31879514],"study_design_scores_gemma":[0.00040401498,0.00019301639,0.07501359,0.000030099993,0.000109962035,0.0000064033215,0.00004733165,0.000063806634,0.000053489843,0.100406095,0.8226128,0.0010593716],"about_ca_topic_score_codex":0.0037130609,"about_ca_topic_score_gemma":0.00012860622,"teacher_disagreement_score":0.45188442,"about_ca_system_score_codex":0.0014519329,"about_ca_system_score_gemma":0.000044108136,"threshold_uncertainty_score":0.9998177},"labels":[],"label_agreement":null},{"id":"W4318948384","doi":"10.1080/14615517.2023.2170093","title":"Improving cumulative effects assessment: alternative approaches based upon an expert survey and literature review","year":2023,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Squamish Nation; Burnaby Hospital","funders":"","keywords":"Omnipresence; Cumulative effects; Impact assessment; Key (lock); Environmental impact assessment; Computer science; Political science; Epistemology","score_opus":0.059476322853788954,"score_gpt":0.42080365439943285,"score_spread":0.3613273315456439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318948384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99266344,0.0013826911,0.00085083855,0.0002704298,0.0002839629,0.0018143632,0.00015693835,0.00019221945,0.0023851392],"genre_scores_gemma":[0.992181,0.0032663688,0.0028337485,0.00038189194,0.00012610327,0.0002353412,0.0008124981,0.000068400615,0.00009462171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99617916,0.001063218,0.00039782227,0.00085138937,0.00077186496,0.0007365525],"domain_scores_gemma":[0.9981774,0.0007915707,0.00027634954,0.00036882705,0.000015487309,0.00037035593],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017487562,0.0005934536,0.00060900685,0.00014664217,0.00042581567,0.00037121115,0.00027976558,0.00018183947,0.00013301455],"category_scores_gemma":[0.00012053635,0.00046178958,0.00012936124,0.0008709261,0.0002640789,0.0015038927,0.0004115018,0.0004910086,0.000015363179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017642585,0.0008322364,0.88915414,0.0010363577,0.0002933662,0.00016998552,0.0059575182,0.00021719412,0.006757684,0.0001627132,0.0031709569,0.09207142],"study_design_scores_gemma":[0.0014220004,0.0010260829,0.9472353,0.00052887684,0.000062704145,0.000017265947,0.00042242845,0.047990456,0.0001954238,0.00011648459,0.00024887113,0.0007340943],"about_ca_topic_score_codex":0.0016710206,"about_ca_topic_score_gemma":0.00014929913,"teacher_disagreement_score":0.09133732,"about_ca_system_score_codex":0.00034006388,"about_ca_system_score_gemma":0.0001056729,"threshold_uncertainty_score":0.9997834},"labels":[],"label_agreement":null},{"id":"W4318983396","doi":"10.4095/331407","title":"Renforcement des capacités pour accélérer l'adaptation aux changements climatiques au Canada - portrait de la situation","year":2022,"lang":"fr","type":"report","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Portrait; Adaptation (eye); Political science; Humanities; Geography; Forestry; Art; Biology; Archaeology","score_opus":0.05906836460978927,"score_gpt":0.3217138810221774,"score_spread":0.26264551641238815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318983396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57091165,0.00019432297,0.002577379,0.0005081558,0.0009933312,0.0010479513,0.00043427033,0.00005642292,0.42327654],"genre_scores_gemma":[0.87728345,0.0030790253,0.0036450427,0.0009182043,0.00043077016,0.00035552683,0.0015859122,0.00010685797,0.1125952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941408,0.00063373684,0.00093061593,0.00072153925,0.002441069,0.0011322238],"domain_scores_gemma":[0.998369,0.00019028092,0.0005474074,0.00038269864,0.00002923982,0.0004813657],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017184347,0.0006707109,0.0005342136,0.00009111926,0.0012858307,0.00014268068,0.00047319985,0.00036865383,0.08496067],"category_scores_gemma":[0.00013103234,0.0007122351,0.00021195346,0.00027484962,0.00053362956,0.00066914695,0.0005722605,0.0006439551,0.00013763229],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075141514,0.0017748763,0.6684896,0.00074197166,0.0010281052,0.00043039586,0.031580538,0.025796019,0.013686926,0.0017542044,0.05642725,0.19821498],"study_design_scores_gemma":[0.0007843122,0.00031975098,0.7671281,0.00019341557,0.00042843507,0.00008459599,0.021502398,0.002723465,0.0013487085,0.0012623318,0.20290405,0.001320399],"about_ca_topic_score_codex":0.97259665,"about_ca_topic_score_gemma":0.93771315,"teacher_disagreement_score":0.3106813,"about_ca_system_score_codex":0.034628816,"about_ca_system_score_gemma":0.004258736,"threshold_uncertainty_score":0.9995329},"labels":[],"label_agreement":null},{"id":"W4318983403","doi":"10.4095/331406","title":"Building capacity to accelerate climate change adaptation in Canada- state of play","year":2022,"lang":"en","type":"report","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Adaptation (eye); Climate change adaptation; State (computer science); Adaptive capacity; Environmental resource management; Environmental science; Computer science; Ecology; Psychology; Biology; Neuroscience","score_opus":0.0864616998665484,"score_gpt":0.3084280144239014,"score_spread":0.221966314557353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318983403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9647439,0.000019376908,0.000027704777,0.00007588203,0.00048950093,0.0006411553,0.00044144032,0.000011207674,0.03354984],"genre_scores_gemma":[0.9976089,0.00047153822,0.0007833957,0.00029138502,0.00003663638,0.00014067731,0.000045659115,0.000034599005,0.0005872218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99721336,0.00006543829,0.00048756556,0.00038159915,0.0013728621,0.00047918558],"domain_scores_gemma":[0.9992965,0.000033217762,0.00029608724,0.00020040367,0.000006136324,0.00016765509],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005337039,0.00024698078,0.00039907536,0.000071799965,0.00010132771,0.000014858738,0.00027247053,0.000058521695,0.0052914494],"category_scores_gemma":[0.000022868782,0.00024941243,0.000056674315,0.00030225844,0.000039317314,0.0002152639,0.0005742725,0.00030321875,0.000021693237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006170613,0.00030415072,0.847319,0.00020433878,0.00007541444,0.00013326868,0.0061950306,0.061095506,0.004155906,0.000030382354,0.0061915596,0.07423372],"study_design_scores_gemma":[0.0001925921,0.00008686185,0.9862145,0.000060819857,0.00001860768,0.0000033315473,0.0005979103,0.0005125179,0.0007112506,0.000083904764,0.011049537,0.00046811884],"about_ca_topic_score_codex":0.9888167,"about_ca_topic_score_gemma":0.98572624,"teacher_disagreement_score":0.13889553,"about_ca_system_score_codex":0.008917842,"about_ca_system_score_gemma":0.00028451375,"threshold_uncertainty_score":0.9999958},"labels":[],"label_agreement":null},{"id":"W4319788239","doi":"10.1080/14615517.2023.2175503","title":"EA simplification: Canadian processes and challenges","year":2023,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Scope (computer science); Subject (documents); Resource (disambiguation); Computer science; Environmental planning; Political science; Environmental resource management; Management science; Risk analysis (engineering); Process management; Business; Environmental science; Engineering","score_opus":0.05684810281050792,"score_gpt":0.3879131808377645,"score_spread":0.3310650780272566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319788239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673038,0.00033137252,0.00001102994,0.0024829363,0.000120761884,0.00044100342,0.00004567142,0.00012450766,0.029138908],"genre_scores_gemma":[0.9959425,0.0032458561,0.00021156936,0.00010338543,0.00008453022,0.00007005704,0.000062218176,0.00002624941,0.00025367402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985193,0.00006729322,0.00017560979,0.00038196193,0.00031359264,0.000542216],"domain_scores_gemma":[0.99923503,0.00016172286,0.000067228575,0.00017083685,0.000006498773,0.00035868573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033524327,0.00024105255,0.0001995832,0.000114179486,0.00035741288,0.00014190639,0.00014018055,0.00010608318,0.00033269855],"category_scores_gemma":[0.0000457162,0.00020057648,0.000035938283,0.0004375827,0.00021289602,0.0005019617,0.00016014415,0.00014724501,0.000107618755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030303381,0.000130851,0.8988415,0.00014934163,0.00010390553,0.000034456156,0.0064231185,0.000028374729,0.0015871449,0.00059961167,0.008214054,0.08385732],"study_design_scores_gemma":[0.00037180836,0.00021419182,0.97666556,0.000013804304,0.000022493616,0.000017980607,0.0019476137,0.00033487543,0.00004985477,0.0004276638,0.019615544,0.00031862853],"about_ca_topic_score_codex":0.018129917,"about_ca_topic_score_gemma":0.014107911,"teacher_disagreement_score":0.083538696,"about_ca_system_score_codex":0.0002082226,"about_ca_system_score_gemma":0.00017709752,"threshold_uncertainty_score":0.98840845},"labels":[],"label_agreement":null},{"id":"W4319794955","doi":"10.1002/pan3.10447","title":"Inclusive approaches for cumulative effects assessments","year":2023,"lang":"en","type":"article","venue":"People and Nature","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada; University of Victoria; Penticton Regional Hospital; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada; University of Toronto; David Suzuki Foundation; University of Manitoba; University of Pennsylvania","keywords":"Indigenous; Cumulative effects; Environmental resource management; Traditional knowledge; Adaptive management; Variety (cybernetics); Reciprocity (cultural anthropology); Conversation; Autonomy; Environmental planning; Geography; Political science; Ecology; Sociology; Computer science; Social science; Economics","score_opus":0.015144715154368356,"score_gpt":0.319895439958603,"score_spread":0.3047507248042346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319794955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99307054,0.00006447226,0.00016052063,0.00043736,0.00015344495,0.00048653892,0.000025755158,0.00005118177,0.0055501675],"genre_scores_gemma":[0.9970883,0.00006118966,0.00049146876,0.0003623823,0.000058949397,0.000083654835,0.000072824056,0.000014512154,0.0017666894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920005,0.00003050052,0.000078922596,0.00024272193,0.00020240193,0.00024541735],"domain_scores_gemma":[0.9996241,0.00015703056,0.000039679016,0.00008900809,0.0000018336009,0.00008840077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012976358,0.00012267202,0.00013646742,0.00002420193,0.0002580488,0.000024690778,0.00009426757,0.00015724657,0.00006669014],"category_scores_gemma":[0.000031862273,0.00010292305,0.000046979127,0.00023372466,0.000058855476,0.0001935523,0.00027436798,0.00016990374,0.0000803037],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014840727,0.00046774914,0.81857055,0.00021508847,0.00026126887,0.000023745726,0.01119816,0.00046128407,0.009411657,0.0027257884,0.03836858,0.118147716],"study_design_scores_gemma":[0.000621818,0.00013764096,0.98272485,0.000008556517,0.000031032596,0.0000012717652,0.00059839804,0.0023817453,0.0013058557,0.0076712915,0.004315681,0.00020187722],"about_ca_topic_score_codex":0.00005116458,"about_ca_topic_score_gemma":0.00008744603,"teacher_disagreement_score":0.16415428,"about_ca_system_score_codex":0.000084016065,"about_ca_system_score_gemma":0.000004469497,"threshold_uncertainty_score":0.419708},"labels":[],"label_agreement":null},{"id":"W4321352283","doi":"10.1007/s10113-023-02036-z","title":"Evaluating the comprehensiveness of municipal climate change adaptation plans in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Regional Environmental Change","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Climate change adaptation; Nature Conservation; Climate change; Adaptation (eye); Environmental planning; Environmental resource management; Geography; Political science; Regional science; Environmental science; Ecology; Psychology","score_opus":0.2044778843218028,"score_gpt":0.33025211977619834,"score_spread":0.12577423545439553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321352283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981922,0.00004954378,6.667898e-7,0.0005066416,0.00014403393,0.00056963624,0.00008662862,0.000014059259,0.00043660984],"genre_scores_gemma":[0.9982716,0.00023664824,0.000044521752,0.00075333146,0.00005862436,0.0002236815,0.00020447865,0.000022447686,0.00018466532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979914,0.0001364271,0.0002924165,0.00029263628,0.0008354625,0.0004516465],"domain_scores_gemma":[0.99941194,0.000112633345,0.00015676675,0.0002277581,0.0000010645366,0.000089829504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030070142,0.00019856579,0.00020668142,0.000037964746,0.00019163785,0.000008289723,0.00023351438,0.00006671359,0.0009126281],"category_scores_gemma":[0.000004331454,0.00016807478,0.00006481304,0.0001999223,0.0002489305,0.00025965803,0.0003737325,0.00020019946,0.00011395536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009285813,0.00017842586,0.9684848,0.00001661448,0.000021895832,0.00004633838,0.0154340835,0.0048739156,0.0046028825,0.000046131987,0.00020457304,0.0059974403],"study_design_scores_gemma":[0.00043524755,0.000115920484,0.9868619,0.00003666524,0.000013804127,0.0000065958416,0.003568632,0.007045685,0.00006563878,0.00007242619,0.0015944149,0.00018310921],"about_ca_topic_score_codex":0.9201019,"about_ca_topic_score_gemma":0.96156114,"teacher_disagreement_score":0.041459285,"about_ca_system_score_codex":0.0013968612,"about_ca_system_score_gemma":0.000023184859,"threshold_uncertainty_score":0.9992637},"labels":[],"label_agreement":null},{"id":"W4321465978","doi":"10.1016/j.eiar.2023.107074","title":"Years late and millions short: A predictive audit of economic impacts for coal mines in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Assembly of First Nations; University of British Columbia; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Audit; Revenue; Endangered species; Economic impact analysis; Credibility; Tax revenue; Business; Environmental impact assessment; Coal mining; Environmental resource management; Environmental planning; Natural resource economics; Economics; Habitat; Accounting; Geography; Coal; Public economics; Political science; Ecology","score_opus":0.009682173150149574,"score_gpt":0.28973786007472463,"score_spread":0.28005568692457505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321465978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99486125,0.0018468426,0.0000103725915,0.000113164075,0.00012752535,0.0015217316,0.0011326363,0.000021480197,0.0003650109],"genre_scores_gemma":[0.9719508,0.026563928,0.00015993121,0.00019509556,0.000029778465,0.0001933375,0.00029818676,0.00004354433,0.00056534127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774367,0.00010634704,0.0006219456,0.00048054414,0.00043101865,0.0006164803],"domain_scores_gemma":[0.99907124,0.0001305411,0.00020909008,0.00026615945,0.0000013021887,0.00032168982],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045378364,0.00025355542,0.00064093154,0.000036835678,0.00012768732,0.000067068955,0.00023754731,0.000087312204,0.0018515931],"category_scores_gemma":[0.000016677895,0.00034267973,0.00017741813,0.00018233787,0.0002724793,0.00039665613,0.00032188493,0.000147336,0.000026560689],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060265015,0.00012220947,0.98298675,0.00016928336,0.000070864575,0.000030815943,0.00006244582,0.00036496817,0.0011144832,4.5115655e-7,0.008748893,0.0063228044],"study_design_scores_gemma":[0.0005642962,0.00026421604,0.9956084,0.00053118734,0.000082753824,0.000014734979,0.00014989274,0.00036183605,0.000034876648,0.000059471382,0.0020028623,0.00032550577],"about_ca_topic_score_codex":0.4266243,"about_ca_topic_score_gemma":0.72842795,"teacher_disagreement_score":0.30180365,"about_ca_system_score_codex":0.0021896241,"about_ca_system_score_gemma":0.00013344795,"threshold_uncertainty_score":0.99990255},"labels":[],"label_agreement":null},{"id":"W4321596658","doi":"10.3390/ijerph20053978","title":"Consensus on Prioritisation of Actions for Reducing the Environmental Impact of a Large Tertiary Hospital: Application of the Nominal Group Technique","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Sustainability; Health care; Greenhouse gas; Business; Multidisciplinary approach; Environmental impact assessment; Resource (disambiguation); Procurement; Focus group; Environmental economics; Operations management; Environmental resource management; Engineering; Marketing; Computer science; Political science; Economics; Economic growth","score_opus":0.047307550528437096,"score_gpt":0.42019596817601446,"score_spread":0.37288841764757735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321596658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952469,0.000049990886,0.00041139685,0.0029383088,0.00010427148,0.00075361767,0.00041953404,0.0000028008096,0.00007321201],"genre_scores_gemma":[0.999148,0.0003990973,0.0002131511,0.000053441374,0.00006426182,0.00004039838,0.00002984078,0.00001329246,0.000038515915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976234,0.00024919404,0.0005740645,0.00015968211,0.0010839498,0.0003097241],"domain_scores_gemma":[0.9986605,0.00036685044,0.00062866905,0.00018144776,0.000013577746,0.00014892188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021094733,0.00010870338,0.00018484614,0.0001403043,0.00021591995,0.000017618844,0.00044333618,0.000060475366,0.000116076044],"category_scores_gemma":[0.00011315539,0.00007159942,0.0001726818,0.00016802236,0.00071856956,0.00018075656,0.00027195268,0.0002801629,0.0000042121333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025962933,0.0031704793,0.6168177,0.000037257043,0.00024228553,0.0000026951293,0.0026338086,0.00021639746,0.31515655,0.00041300233,0.0012593314,0.05979086],"study_design_scores_gemma":[0.0006161469,0.0013594537,0.99150044,0.000046464458,0.000005851416,0.000019793,0.0014746939,0.00025909487,0.0029986615,0.0007179423,0.0009401691,0.00006131794],"about_ca_topic_score_codex":0.00039703626,"about_ca_topic_score_gemma":0.000018670517,"teacher_disagreement_score":0.3746827,"about_ca_system_score_codex":0.0008900069,"about_ca_system_score_gemma":0.00007687945,"threshold_uncertainty_score":0.29197395},"labels":[],"label_agreement":null},{"id":"W4322493004","doi":"10.32920/22183753","title":"Industry perspectives on carbon offset programs in Canada and the United States.pdf","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Carbon offset; Confusion; Purchasing; Salient; Transparency (behavior); Business; Climate change; Marketing; Standardization; Carbon footprint; Hospitality; Accounting; Public relations; Greenhouse gas; Political science; Tourism; Psychology","score_opus":0.02767776324914517,"score_gpt":0.25925766051413146,"score_spread":0.2315798972649863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322493004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877691,0.00001115328,7.958547e-7,0.001975016,0.0001345205,0.00057686685,0.000016794329,0.00002335913,0.009492389],"genre_scores_gemma":[0.99568284,0.0002804237,0.000021299007,0.0005284032,0.000022235397,0.00008683658,0.00010190513,0.00001970821,0.0032563824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984918,0.00015476327,0.0001965212,0.0003956741,0.0004616291,0.00029956095],"domain_scores_gemma":[0.9994723,0.00008353435,0.000087375935,0.00024442948,0.0000018953053,0.00011047152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024967565,0.00022639928,0.00022492655,0.000035490757,0.00007412513,0.000051078787,0.00024511752,0.0002828141,0.00048768026],"category_scores_gemma":[0.000017313372,0.00015185721,0.000032503835,0.00021415872,0.00036917516,0.000029898201,0.00088286656,0.0015208677,0.00003910132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060123024,0.00013473435,0.9808152,0.000014147817,0.000053889136,0.000039097347,0.0072184727,0.008525973,0.000007256258,0.000087373635,0.0011579242,0.0018858471],"study_design_scores_gemma":[0.0009777194,0.000057302048,0.93377423,0.000073083516,0.000022570359,0.0000012320397,0.05596928,0.0057723257,0.000019954272,0.0023736905,0.0005645957,0.0003940388],"about_ca_topic_score_codex":0.9953514,"about_ca_topic_score_gemma":0.9726155,"teacher_disagreement_score":0.048750807,"about_ca_system_score_codex":0.0022084983,"about_ca_system_score_gemma":0.00009299691,"threshold_uncertainty_score":0.6607498},"labels":[],"label_agreement":null},{"id":"W4322505391","doi":"10.5089/9798400235450.007","title":"Resilience And Sustainability Trust―2022 Contribution Agreements with Australia, Canada, China, Germany, Japan, And Spain","year":2023,"lang":"en","type":"article","venue":"MF Policy Paper","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Sustainability; Resilience (materials science); China; Business; Loan; Environmental resource management; Regional science; Political science; Geography; Finance; Economics; Ecology","score_opus":0.005896479820824698,"score_gpt":0.26856475082158365,"score_spread":0.26266827100075896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322505391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99555624,0.000010998722,0.0000065138524,0.0027520112,0.000026002048,0.00031298204,0.00004090343,0.000024056013,0.001270282],"genre_scores_gemma":[0.9904333,0.00004125297,0.00001465746,0.0006400749,0.000038306105,0.000025782361,0.00001664375,0.000010454446,0.008779554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985376,0.000085894266,0.00015154005,0.000329279,0.0003950699,0.0005005968],"domain_scores_gemma":[0.99949056,0.00003202377,0.00005637766,0.00018221812,0.0000048655265,0.00023395036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026265415,0.00016811622,0.0001513718,0.00002989981,0.0003018486,0.00003878604,0.00011068414,0.000057048932,0.00048227367],"category_scores_gemma":[0.00006791224,0.00014133991,0.00001655908,0.00030694657,0.0003719313,0.00028591097,0.00023929568,0.00012265009,0.000031287393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023809136,0.000037922036,0.9916918,0.000015195316,0.000014357076,0.000020143609,0.0007150977,0.000104555416,0.0030172684,0.00022528067,0.0017450243,0.0023894897],"study_design_scores_gemma":[0.0004089945,0.00008295541,0.99199367,0.000005199798,0.000011406708,0.0000057172333,0.0005754982,0.00007912525,0.00015079754,0.00080833276,0.005701286,0.0001770384],"about_ca_topic_score_codex":0.67529756,"about_ca_topic_score_gemma":0.32288375,"teacher_disagreement_score":0.35241377,"about_ca_system_score_codex":0.00087917305,"about_ca_system_score_gemma":0.00006686936,"threshold_uncertainty_score":0.68947184},"labels":[],"label_agreement":null},{"id":"W4322618942","doi":"10.1080/1573062x.2023.2179927","title":"Key performance indicators for small and medium-sized urban water systems in a semi-arid region: a case study of Okanagan Valley, Canada","year":2023,"lang":"en","type":"article","venue":"Urban Water Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Performance indicator; Stormwater; Ranking (information retrieval); Environmental science; Wastewater; Delphi method; Water resource management; Balanced scorecard; Environmental resource management; Business; Environmental planning; Environmental engineering; Process management; Surface runoff; Computer science","score_opus":0.016651417081010287,"score_gpt":0.22479113807571321,"score_spread":0.20813972099470293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322618942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99876356,0.00001665199,0.000004453922,0.00021043705,0.00036472094,0.0005329598,0.0000068792997,0.000017376557,0.000082985986],"genre_scores_gemma":[0.99834573,0.00003741961,0.0000129710725,0.000043465465,0.00011694129,0.00004071325,0.000008384558,0.000029643206,0.0013647253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981671,0.00011618724,0.00048138064,0.0002444083,0.00042381074,0.0005671043],"domain_scores_gemma":[0.99943805,0.000035663958,0.00011717999,0.0001569597,0.000005866624,0.0002462639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006478442,0.00019401503,0.00030404152,0.00014035415,0.00033641743,0.000060489365,0.00021617542,0.00007130844,0.000050798735],"category_scores_gemma":[0.000006836372,0.00012326143,0.000043897162,0.00018585437,0.0000950526,0.0002126933,0.00022478688,0.00024016925,0.000016276266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000496737,0.00013808353,0.96784127,0.00004748617,0.000075520235,0.0018084402,0.023200784,0.000578887,0.0014645421,3.2907946e-7,0.0046084593,0.00018650023],"study_design_scores_gemma":[0.010256866,0.0018815458,0.9012868,0.00022365403,0.0002199429,0.003758439,0.06303563,0.0029075337,0.0069509065,0.000084424304,0.008235315,0.0011589512],"about_ca_topic_score_codex":0.1187882,"about_ca_topic_score_gemma":0.0851763,"teacher_disagreement_score":0.06655451,"about_ca_system_score_codex":0.00044083333,"about_ca_system_score_gemma":0.0000349984,"threshold_uncertainty_score":0.9315168},"labels":[],"label_agreement":null},{"id":"W4361191490","doi":"10.32920/22223377.v1","title":"Resourceful impacts: Harm and valuation of the sacred","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Harm; Valuation (finance); Adjudication; Prosperity; Damages; Context (archaeology); Technocracy; Environmental ethics; Sociology; Law and economics; Political science; Business; Law; Geography; Finance; Archaeology; Philosophy","score_opus":0.05423354519770998,"score_gpt":0.31048619455692045,"score_spread":0.25625264935921044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361191490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98992866,0.00003449393,0.000089039815,0.00055693707,0.00022249509,0.00039653195,0.000038040784,0.00003229233,0.008701521],"genre_scores_gemma":[0.99393076,0.00017942919,0.00027184913,0.00017801893,0.00003054061,0.000014976239,0.0000115655685,0.000018742347,0.0053641363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987866,0.000096955206,0.00022292954,0.00025614924,0.00046843966,0.00016889808],"domain_scores_gemma":[0.9993744,0.000041789805,0.00018043681,0.0003280764,0.0000021885846,0.00007314301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003429063,0.00014908604,0.0001685311,0.000015719044,0.00009953969,0.000029466166,0.00026815766,0.00014464596,0.0007453493],"category_scores_gemma":[0.00005118688,0.00009915215,0.0000879443,0.00009318195,0.00026589847,0.000062983716,0.0020498466,0.00022355981,0.00010285681],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020059813,0.000155875,0.9515792,0.00010089658,0.00009992249,0.0000016798416,0.0048174593,0.002411464,0.022934249,0.00007435091,0.011372495,0.006432329],"study_design_scores_gemma":[0.0001560005,0.00002411891,0.98738015,0.00004203361,0.000034711837,5.4224074e-7,0.00041432504,0.00051331153,0.0019919495,0.008408726,0.0008977731,0.0001363659],"about_ca_topic_score_codex":0.0022018717,"about_ca_topic_score_gemma":0.00018555741,"teacher_disagreement_score":0.035800923,"about_ca_system_score_codex":0.00020033451,"about_ca_system_score_gemma":0.000011978003,"threshold_uncertainty_score":0.8161051},"labels":[],"label_agreement":null},{"id":"W4361191491","doi":"10.32920/22223365","title":"Assessing Stakeholder Participation in Sub-Arctic Co-Management: Administrative Rulemaking and Private Agreements","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Fisheries Joint Management Committee","keywords":"Rulemaking; Agency (philosophy); Negotiation; Stakeholder; Political science; Corporate governance; Public administration; Democracy; Business; Sociology; Public relations; Management; Law; Politics; Economics; Social science","score_opus":0.16883328112589266,"score_gpt":0.4078380010124251,"score_spread":0.23900471988653246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361191491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98377687,0.000013632638,0.00051646,0.00013944,0.00017328409,0.00081522984,0.000018254043,0.00006755483,0.0144792795],"genre_scores_gemma":[0.9972159,0.00014447304,0.0012715559,0.00014948055,0.000025242016,0.00015344839,0.00012417075,0.000038585546,0.00087709754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976058,0.00016255835,0.00046997488,0.0006916848,0.0005783444,0.0004916485],"domain_scores_gemma":[0.9992669,0.000059882695,0.00024933805,0.00027973676,0.0000026204254,0.00014150885],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004787717,0.0003345106,0.00030546548,0.000086545915,0.00021543686,0.00044455784,0.00021425178,0.00017497828,0.00064761366],"category_scores_gemma":[0.000021017617,0.00033305705,0.00005294925,0.00017963882,0.00026292418,0.0005842347,0.0012806106,0.0003903239,0.00032353174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012087847,0.00031927356,0.98666674,0.00017827685,0.00009213821,0.000096490636,0.0018348516,0.0009810909,0.0009617704,0.00013823007,0.00015824244,0.008560833],"study_design_scores_gemma":[0.0004055773,0.000034700657,0.9928432,0.00022215958,0.000047355905,5.906128e-7,0.00097515766,0.00057472644,0.00045808213,0.003964513,0.00010805078,0.00036585255],"about_ca_topic_score_codex":0.000555468,"about_ca_topic_score_gemma":0.0005422491,"teacher_disagreement_score":0.013602182,"about_ca_system_score_codex":0.000708713,"about_ca_system_score_gemma":0.0000129389755,"threshold_uncertainty_score":0.99991214},"labels":[],"label_agreement":null},{"id":"W4362637670","doi":"10.1016/j.eiar.2023.107103","title":"Meaningful public engagement and the integration of climate considerations into impact assessment","year":2023,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Dalhousie University","funders":"","keywords":"Climate change; Transformative learning; Context (archaeology); Legitimacy; Citizen journalism; Political science; Environmental planning; Political economy of climate change; Environmental resource management; Environmental ethics; Sociology; Economics; Environmental science; Politics; Geography; Law","score_opus":0.04184529934088777,"score_gpt":0.3827856475399,"score_spread":0.34094034819901226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362637670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97656006,0.0031959142,0.00053713,0.004325735,0.00022390147,0.0033655826,0.00013682086,0.00014834458,0.011506525],"genre_scores_gemma":[0.928475,0.068290405,0.0016112395,0.0008061566,0.00004134977,0.00028758156,0.00031231175,0.00005297812,0.00012293473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99515224,0.0011565747,0.0010647143,0.000613424,0.0012271239,0.0007858994],"domain_scores_gemma":[0.9977579,0.0004960352,0.00064603327,0.00072001433,0.000007192629,0.00037279932],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035683762,0.00059973024,0.0008987472,0.00010952952,0.0008251887,0.00017685661,0.0003709972,0.00011157372,0.009605083],"category_scores_gemma":[0.000116079864,0.00037994055,0.0005214256,0.0005319218,0.0011008461,0.0009884468,0.0010659443,0.0005327968,0.0003470421],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086525164,0.0018220054,0.8175861,0.0007261401,0.0012088178,0.000054300046,0.005181038,0.0012788473,0.04041929,0.006251826,0.015183599,0.11020149],"study_design_scores_gemma":[0.0020818005,0.0004784558,0.9875476,0.0004200104,0.00036575663,0.000027545773,0.0011123882,0.002906537,0.00017957817,0.0023911467,0.0018795793,0.00060960476],"about_ca_topic_score_codex":0.00040920082,"about_ca_topic_score_gemma":0.00004521267,"teacher_disagreement_score":0.16996148,"about_ca_system_score_codex":0.0016035844,"about_ca_system_score_gemma":0.00007224523,"threshold_uncertainty_score":0.99986523},"labels":[],"label_agreement":null},{"id":"W4364360213","doi":"10.54434/candj.137","title":"Editorial: Spring 2023: Canadian NDs and Environmental Leadership","year":2023,"lang":"en","type":"editorial","venue":"CAND Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Canadian College of Naturopathic Medicine","funders":"","keywords":"Spring (device); Political science; Environmental science; Environmental planning; Engineering","score_opus":0.018042042938546596,"score_gpt":0.24914182651710823,"score_spread":0.23109978357856165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364360213","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004614849,0.00024113136,0.000001690271,0.0002718115,0.9925667,0.00012769601,0.0003010064,0.000023976401,0.0018511424],"genre_scores_gemma":[0.0064787758,0.0016921408,0.00002769793,0.000084321735,0.98249054,0.000009102456,0.00010230945,0.00009820674,0.00901691],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967924,0.00010609312,0.0003710732,0.00044174507,0.001330767,0.00095792074],"domain_scores_gemma":[0.9981049,0.0001990954,0.00022116753,0.00020471333,0.000004207254,0.0012659386],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006592714,0.00041654168,0.00038467575,0.000116696734,0.00072382885,0.00030623729,0.00040549302,0.0008556907,0.0018531318],"category_scores_gemma":[0.00017801003,0.0004061533,0.00014007703,0.00011812801,0.0005113923,0.00035842034,0.000252425,0.001831371,0.00087202335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009498283,0.000017074555,0.0059471102,0.000010114485,0.000049043007,0.00008500025,0.00021068413,0.000019014265,0.000111381865,4.3860436e-7,0.9921206,0.0014199868],"study_design_scores_gemma":[0.0004934935,0.00008994867,0.0039113034,0.000061944505,0.00006851505,0.000010230981,0.00093865447,0.000009123014,0.000007978693,0.00006462794,0.99389076,0.00045339324],"about_ca_topic_score_codex":0.06142477,"about_ca_topic_score_gemma":0.07128403,"teacher_disagreement_score":0.010076161,"about_ca_system_score_codex":0.0025026193,"about_ca_system_score_gemma":0.00019801597,"threshold_uncertainty_score":0.9999059},"labels":[],"label_agreement":null},{"id":"W4366724104","doi":"10.3138/cjpe.019.004","title":"Analyser le degré d’intégration de l’approche écologique dans les programmes de promotion de la santé: le cas des programmations de réduction de tabagisme de deux directions de la santé publique québécoises","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Santé Montérégie; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal","funders":"","keywords":"Public health; Promotion (chess); Health promotion; Political science; Humanities; Sociology; Nursing; Medicine; Philosophy","score_opus":0.03607927942929266,"score_gpt":0.3672976578804679,"score_spread":0.33121837845117524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366724104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9052779,0.0001592029,0.09131055,0.00073453,0.000041597552,0.0010118667,0.0000075382513,0.00006923676,0.0013875853],"genre_scores_gemma":[0.908368,0.00015802501,0.090537384,0.00007107864,0.00014933795,0.0006021954,0.000039903272,0.00003546103,0.000038640723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99597996,0.0020347054,0.00046281307,0.0002567724,0.0003831787,0.00088258984],"domain_scores_gemma":[0.99842095,0.00012490446,0.00039160898,0.0001544698,0.0001035524,0.00080448657],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0058504115,0.0002500594,0.00021485232,0.0002253634,0.0009573875,0.0004649668,0.00026507862,0.00038847883,0.00007803068],"category_scores_gemma":[0.0011647663,0.0002577812,0.00018630226,0.0005765932,0.000695669,0.00093222834,0.000024534735,0.00053916115,0.0000030138624],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000022333967,0.00096530013,0.6652139,0.00003119073,0.00011196378,0.000040888488,0.023232682,0.02553756,0.028298482,0.00041412193,0.00011750383,0.25601408],"study_design_scores_gemma":[0.000790728,0.0005060192,0.94444793,0.00008333765,0.0003181407,0.00090691826,0.00871967,0.0061097993,0.010199916,0.026794648,0.0008247892,0.00029809083],"about_ca_topic_score_codex":0.12740645,"about_ca_topic_score_gemma":0.41043803,"teacher_disagreement_score":0.28303158,"about_ca_system_score_codex":0.012686222,"about_ca_system_score_gemma":0.0066535613,"threshold_uncertainty_score":0.9999874},"labels":[],"label_agreement":null},{"id":"W4375845629","doi":"10.1016/j.watres.2023.120058","title":"Advancing the impact identification step of benefit-cost analysis of potable water infrastructure investments: A systems method for identifying important impacts pre-monetisation","year":2023,"lang":"en","type":"article","venue":"Water Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"University of South Australia","keywords":"Investment (military); Identification (biology); Cost–benefit analysis; Betweenness centrality; Warrant; Business; Return on investment; Process (computing); Economic impact analysis; Environmental economics; Environmental resource management; Finance; Economics; Computer science","score_opus":0.04664165295120107,"score_gpt":0.4165676747165432,"score_spread":0.3699260217653422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375845629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99585134,0.000032269392,0.0023463075,0.00010253295,0.00007185419,0.0013570585,0.00013559013,0.000017023698,0.00008605174],"genre_scores_gemma":[0.9982853,0.000059400492,0.0004049447,0.000010978554,0.00002433936,0.00019969001,0.00042307447,0.000024638102,0.00056766],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9969167,0.00030725863,0.0006560013,0.00034184815,0.0010341905,0.0007439959],"domain_scores_gemma":[0.99907875,0.00009829962,0.00018489812,0.00045350762,0.00004959517,0.00013493214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004418185,0.00016232999,0.00034244952,0.00033823532,0.00033581682,0.00011884436,0.00039631684,0.00009403871,0.00033753485],"category_scores_gemma":[0.00007211356,0.00008569754,0.00019764506,0.0010475214,0.00017406775,0.00051754183,0.00039024514,0.00016963895,0.000037161455],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052168267,0.000055450848,0.14934742,0.0000669145,0.00038509595,0.0000010383886,0.0063593364,0.053110454,0.78937685,0.000016786864,0.00037292307,0.0008555445],"study_design_scores_gemma":[0.00032036877,0.00011537806,0.69317186,0.000029352848,0.00019492686,0.0000011075377,0.002348715,0.059989206,0.24233642,0.0011697465,0.00018616625,0.00013675792],"about_ca_topic_score_codex":0.009219606,"about_ca_topic_score_gemma":0.00018422308,"teacher_disagreement_score":0.5470404,"about_ca_system_score_codex":0.000469877,"about_ca_system_score_gemma":0.000012722012,"threshold_uncertainty_score":0.9973781},"labels":[],"label_agreement":null},{"id":"W4377964799","doi":"10.1007/978-3-030-22767-8_183","title":"Precautionary Principle and Resource Extraction","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; British Columbia Institute of Technology","funders":"","keywords":"Extraction (chemistry); Resource (disambiguation); Precautionary principle; Computer science; Chromatography; Chemistry; Biology","score_opus":0.023253350867773883,"score_gpt":0.28109370054954386,"score_spread":0.25784034968177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377964799","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002807339,0.000021855114,0.000022413462,0.00016025384,0.000094261784,0.00020855262,0.000017703356,0.00010629555,0.99656135],"genre_scores_gemma":[0.0049123242,0.00023332555,0.00020036643,0.00017065911,0.000073208415,0.0000078469275,0.000056100635,0.000044579214,0.9943016],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990229,0.000010012414,0.00015656558,0.00031484454,0.0003332158,0.00016243778],"domain_scores_gemma":[0.99960697,0.000037001075,0.00008374278,0.00015691044,8.6588483e-7,0.00011454005],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010548278,0.00018677904,0.00013931477,0.000023923785,0.00014828412,0.000022295762,0.00008588628,0.00021373779,0.008984711],"category_scores_gemma":[0.000004635614,0.000175291,0.000053893396,0.000016720383,0.00018832236,0.00014390243,0.00033907196,0.00020791823,0.0034501024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019168969,0.0005241495,0.05123475,0.00021103038,0.0006487773,0.00045606153,0.0023121343,0.00060521736,0.008220394,0.27585235,0.3347396,0.32500383],"study_design_scores_gemma":[0.0001337957,0.00006555584,0.05815373,0.00003024055,0.000034502373,0.000013646028,0.00003897973,0.000047012607,0.00003824508,0.01853655,0.9225507,0.0003570508],"about_ca_topic_score_codex":0.000050424755,"about_ca_topic_score_gemma":0.000047302077,"teacher_disagreement_score":0.5878111,"about_ca_system_score_codex":0.00023532116,"about_ca_system_score_gemma":0.000004262196,"threshold_uncertainty_score":0.99732584},"labels":[],"label_agreement":null},{"id":"W4378781707","doi":"10.1177/03063127231177311","title":"‘Consent’ as epistemic recognition: Indigenous knowledges, Canadian impact assessment, and the colonial liberal democratic order","year":2023,"lang":"en","type":"article","venue":"Social Studies of Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; University of Ottawa","keywords":"Indigenous; Politics; Sociology; Democracy; Environmental ethics; Traditional knowledge; State (computer science); Inclusion (mineral); Political science; Epistemology; Social science; Law","score_opus":0.046277149863908344,"score_gpt":0.3752052527429622,"score_spread":0.32892810287905383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378781707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821246,0.00012834117,8.876884e-7,0.0024341312,0.00026632618,0.00042295587,0.000026232163,0.000024364745,0.01457215],"genre_scores_gemma":[0.9980185,0.00046722687,0.00008380962,0.00028613565,0.00007302603,0.000039296545,0.000005127554,0.000009548825,0.0010173174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981917,0.00012870999,0.00024333246,0.00029247228,0.0005450913,0.0005986562],"domain_scores_gemma":[0.9992936,0.00022729283,0.00013693928,0.00011022356,0.000034430763,0.00019747282],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001209636,0.00016307528,0.00027944075,0.00007136206,0.0030597441,0.00006500753,0.00035387266,0.000056460576,0.0001989052],"category_scores_gemma":[0.00022875474,0.00011509539,0.000072534654,0.0013124711,0.010239109,0.00031727843,0.00042357517,0.00015437408,0.00019120786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001231535,0.00022395536,0.7473531,0.00006995687,0.00042708832,0.00005255068,0.17677423,0.00007942918,0.005105555,0.00074244104,0.02065259,0.048395965],"study_design_scores_gemma":[0.0009904858,0.00016861444,0.9530011,0.00002308399,0.00005327335,0.000009396914,0.011687073,0.00006816664,0.000082244536,0.033527896,0.00013072608,0.00025793092],"about_ca_topic_score_codex":0.047966182,"about_ca_topic_score_gemma":0.04212442,"teacher_disagreement_score":0.20564803,"about_ca_system_score_codex":0.0011002853,"about_ca_system_score_gemma":0.0004477992,"threshold_uncertainty_score":0.99823815},"labels":[],"label_agreement":null},{"id":"W4380231608","doi":"10.1515/9780228004851-015","title":"Assembly of Manitoba Chiefs Resolution in Support of Spirit Wind, 15 January 2003","year":2020,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resolution (logic); Political science; History; Geography; Computer science; Artificial intelligence","score_opus":0.015297253386143059,"score_gpt":0.2111498020561797,"score_spread":0.19585254867003665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380231608","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021543987,0.0000013280991,0.000013120263,0.00008734995,0.0001057245,0.00060303736,0.00064607395,0.000030190253,0.99635875],"genre_scores_gemma":[0.13513105,0.00023911944,0.0006356358,0.0003533306,0.00006458943,0.0000017918795,0.00019838168,0.00009538404,0.8632807],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796766,0.0000831403,0.00043262262,0.0005232455,0.0006608784,0.00033245079],"domain_scores_gemma":[0.9988806,0.00002773192,0.000498227,0.0003757733,0.000018758059,0.00019890355],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013229616,0.00038956094,0.0006040819,0.00011861878,0.00012732077,0.0000074520635,0.0005143854,0.00042974867,0.00022403465],"category_scores_gemma":[0.000009727271,0.0004653916,0.00019827991,0.000045216617,0.00046400493,0.00022842803,0.0008500377,0.00046519685,0.000052810883],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035148542,0.002303593,0.032424573,0.0019563136,0.002147597,0.0044208053,0.0034647274,0.0022807077,0.018574959,0.76867145,0.14577314,0.01446729],"study_design_scores_gemma":[0.0012496428,0.0004329408,0.010180733,0.00015672336,0.00020911368,0.000002335264,0.00019828933,0.000018105633,0.0034160446,0.00036291743,0.98308355,0.0006896218],"about_ca_topic_score_codex":0.004763188,"about_ca_topic_score_gemma":0.000035069308,"teacher_disagreement_score":0.8373104,"about_ca_system_score_codex":0.00074115145,"about_ca_system_score_gemma":0.000030366808,"threshold_uncertainty_score":0.99977976},"labels":[],"label_agreement":null},{"id":"W4381189244","doi":"10.32920/23542089.v1","title":"Ontario’s Water Policy Reform Examined through a Groundwater Lens: An Analysis of Provincial Policy Measures and Newspaper Media Framing Around Groundwater 2000- 2019","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of New Brunswick","funders":"","keywords":"Framing (construction); Groundwater; Newspaper; Corporate governance; Environmental planning; Political science; Geography; Business; Engineering","score_opus":0.03796335606136451,"score_gpt":0.2895667054541008,"score_spread":0.25160334939273626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381189244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849932,0.000021884907,0.00033365976,0.00090555096,0.00030130788,0.0007536704,0.00010154531,0.00011575275,0.012473382],"genre_scores_gemma":[0.9744477,0.00020814812,0.0011245892,0.00085165753,0.00057207665,0.00009173454,0.0009218256,0.00010709996,0.021675134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948432,0.00023391565,0.0010187145,0.0013416049,0.0013751839,0.0011873932],"domain_scores_gemma":[0.9982607,0.00005506202,0.0003193205,0.0010136524,0.000021979271,0.00032929835],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069057505,0.0008649658,0.0012825165,0.00053297187,0.0003306987,0.00032765724,0.0007741068,0.0007555597,0.0025535356],"category_scores_gemma":[0.000035610363,0.00059402577,0.00044482225,0.00052895246,0.0007754745,0.0015027453,0.0029256558,0.0007280781,0.0002581802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039888234,0.0023097168,0.7838845,0.00020618245,0.005192287,0.0000792958,0.17204812,0.002711827,0.02206529,0.0007379462,0.00053497107,0.009830964],"study_design_scores_gemma":[0.0006995826,0.00030743555,0.9835897,0.00004531767,0.0012142912,0.00000530103,0.0026309397,0.00023775143,0.0017674398,0.0061103553,0.002224744,0.0011671523],"about_ca_topic_score_codex":0.9355756,"about_ca_topic_score_gemma":0.7206705,"teacher_disagreement_score":0.21490505,"about_ca_system_score_codex":0.0065819677,"about_ca_system_score_gemma":0.00025452493,"threshold_uncertainty_score":0.99965113},"labels":[],"label_agreement":null},{"id":"W4381335376","doi":"10.1111/cag.12773","title":"Issue Information / Dans ce numéro","year":2023,"lang":"fr","type":"paratext","venue":"Canadian Geographies / Géographies canadiennes","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Library science; Information retrieval; World Wide Web","score_opus":0.007403479318245295,"score_gpt":0.21383630197000733,"score_spread":0.20643282265176205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381335376","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33314145,0.0034629272,0.00002149381,0.0058044675,0.04452517,0.0029844898,0.016671373,0.00038998586,0.5929987],"genre_scores_gemma":[0.3975908,0.07369602,0.0005589839,0.009026611,0.004643035,0.0012538185,0.014605522,0.0008992527,0.49772596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916037,0.00032406193,0.0014178819,0.0012766172,0.0011462,0.0042315377],"domain_scores_gemma":[0.9930868,0.00022968347,0.00068614417,0.0012957122,0.00007854778,0.0046231253],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.00049076445,0.0017518768,0.0012866829,0.004291492,0.0028688854,0.0007862953,0.001970799,0.0015000404,0.050987944],"category_scores_gemma":[0.00013377139,0.0020208235,0.0010304803,0.009540288,0.006304405,0.0025497454,0.00046142132,0.0012830852,0.088273026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017746572,0.000057390822,0.08008754,0.00025678898,0.0005276263,0.00016223776,0.007212821,0.0004606527,0.000046951016,0.0006249983,0.89264697,0.017898273],"study_design_scores_gemma":[0.0004042639,0.00023559715,0.20946367,0.00023858172,0.00020825045,0.00003820105,0.03161799,0.0000436076,0.000027367609,0.00069545687,0.7552297,0.001797324],"about_ca_topic_score_codex":0.9660907,"about_ca_topic_score_gemma":0.99501956,"teacher_disagreement_score":0.13741729,"about_ca_system_score_codex":0.002586618,"about_ca_system_score_gemma":0.000489975,"threshold_uncertainty_score":0.9997962},"labels":[],"label_agreement":null},{"id":"W4382199112","doi":"10.21203/rs.3.rs-3088652/v1","title":"Analyzing the Effectiveness of Environmental Impact Assessment in Paraná, Brazil and California, United States With Fuzzy-set Qualitative Comparative Analysis and the Analytical Hierarchy Process","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Stakeholder; Normative; Qualitative comparative analysis; Stakeholder analysis; Stakeholder engagement; Set (abstract data type); Process (computing); Process management; Management science; Environmental resource management; Business; Political science; Environmental planning; Public relations; Engineering; Computer science; Geography; Economics","score_opus":0.05468096345556186,"score_gpt":0.4710281444913071,"score_spread":0.41634718103574525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382199112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957773,0.00017042678,0.00031100173,0.00045859994,0.000009651315,0.0019271714,0.001089643,0.000013833723,0.0002423432],"genre_scores_gemma":[0.9981354,0.00071254553,0.000056097942,0.000015825823,0.00001087344,0.00035410095,0.00064789725,0.000027330985,0.000039962753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98844653,0.007997972,0.0005182359,0.0007962708,0.0015477458,0.00069321814],"domain_scores_gemma":[0.9929572,0.0060296394,0.000251545,0.000493055,0.00002817767,0.00024042923],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009183495,0.00043848477,0.0010051676,0.0004935023,0.00048066102,0.00018516937,0.00050277787,0.00017238424,0.00014630727],"category_scores_gemma":[0.000119740784,0.00023232838,0.00020234671,0.0022406362,0.005056792,0.00017316875,0.0014874948,0.0016698072,0.000011985556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013702116,0.0002726121,0.9281855,0.00023738865,0.0015459061,0.000018347087,0.028722428,0.039320488,0.00006742238,0.00008871281,0.000017304452,0.00015367477],"study_design_scores_gemma":[0.0014172817,0.00036874623,0.92632633,0.00021606356,0.0003098255,0.0000014216879,0.04112964,0.02372219,0.000054969652,0.0061789337,0.00000531504,0.00026930615],"about_ca_topic_score_codex":0.011387653,"about_ca_topic_score_gemma":0.0015486188,"teacher_disagreement_score":0.015598296,"about_ca_system_score_codex":0.00093608233,"about_ca_system_score_gemma":0.00008521689,"threshold_uncertainty_score":0.99765086},"labels":[],"label_agreement":null},{"id":"W4382460792","doi":"10.1515/9780773599185-011","title":"Impacts of Canada-China Environmental Research","year":2016,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Geography; Archaeology","score_opus":0.016232532995797126,"score_gpt":0.2315017234910318,"score_spread":0.21526919049523466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382460792","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003173547,0.0000017906068,0.0000037367588,0.00012394485,0.00013367129,0.00051238295,0.001552623,0.000030702802,0.9944676],"genre_scores_gemma":[0.23648492,0.00016249489,0.00004079025,0.00004690871,0.00004229422,0.000001097067,0.000023516455,0.000061147206,0.76313686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964855,0.00015344862,0.0003286566,0.00067494414,0.0015638769,0.0007935999],"domain_scores_gemma":[0.99837506,0.00011340626,0.00032582844,0.0006557477,0.000009431526,0.0005205398],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027632088,0.0004914033,0.00051249395,0.00010930072,0.0006387395,0.000015132728,0.00079404045,0.00041262558,0.0020715124],"category_scores_gemma":[0.000010721083,0.00047541736,0.00020673325,0.000016839422,0.0010448605,0.00020681549,0.0016192102,0.0006514295,0.00007974608],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014773256,0.0008757288,0.011014303,0.0004422264,0.0021119085,0.003263995,0.0018584037,0.000114934424,0.014102297,0.82953703,0.10625786,0.028943984],"study_design_scores_gemma":[0.0007309222,0.00018210647,0.0058034332,0.0001496137,0.000086334745,0.000003166763,0.00009924281,0.0000015392123,0.0026117726,0.0015182932,0.9881554,0.00065814774],"about_ca_topic_score_codex":0.23288181,"about_ca_topic_score_gemma":0.0018088898,"teacher_disagreement_score":0.88189757,"about_ca_system_score_codex":0.0038453026,"about_ca_system_score_gemma":0.00010063591,"threshold_uncertainty_score":0.9999788},"labels":[],"label_agreement":null},{"id":"W4383682463","doi":"10.1163/18786561-bja10039","title":"Exploring the Application of the Social Cost of Carbon in Loss-and-Damage and Impact Assessment","year":2023,"lang":"en","type":"article","venue":"Climate Law","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Calgary; University of Alberta","funders":"Environment and Climate Change Canada","keywords":"Valuation (finance); Climate change; Social cost; Loss and damage; Environmental resource management; Political science; Business; Economics; Accounting; Forensic engineering; Ecology; Engineering","score_opus":0.0451162758519118,"score_gpt":0.33988363171906505,"score_spread":0.29476735586715325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383682463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99529254,0.0000033874956,0.0000016812534,0.00030014117,0.000026565167,0.00022747854,0.000013339678,0.0000062165163,0.00412866],"genre_scores_gemma":[0.99976563,0.00012024498,0.000009193754,0.00004059454,0.000009846109,0.000035683686,0.0000030249064,0.0000063294306,0.000009471004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993999,0.00005212129,0.00013354141,0.00009985757,0.00016725773,0.00014731658],"domain_scores_gemma":[0.99974996,0.00004249593,0.00007672895,0.00010737761,0.000001155364,0.000022302444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026411653,0.00006480941,0.00010195179,0.000008955885,0.0001221166,0.000009181504,0.000103949606,0.000021888318,0.000014132753],"category_scores_gemma":[0.0000028053196,0.000039369963,0.000029610597,0.00017363839,0.000411269,0.0001096172,0.00029246853,0.00007390603,0.0000026126913],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062884797,0.000042647465,0.9653122,0.000017088225,0.000006671821,5.285288e-7,0.0020729052,0.00013404881,0.027467346,0.0021074724,0.0000056918816,0.0028271286],"study_design_scores_gemma":[0.00015157962,0.000016993657,0.99661183,0.000007406966,0.000007577609,3.0466808e-7,0.0008768765,0.00056831655,0.0011335039,0.0005325593,0.000051631327,0.000041406984],"about_ca_topic_score_codex":0.0013933427,"about_ca_topic_score_gemma":0.00030044097,"teacher_disagreement_score":0.03129966,"about_ca_system_score_codex":0.000094216,"about_ca_system_score_gemma":0.0000027984165,"threshold_uncertainty_score":0.21063267},"labels":[],"label_agreement":null},{"id":"W4383820903","doi":"10.1080/14888386.2023.2230946","title":"Enhancing biodiversity in impact assessments: practical guidance is needed to support holistic environmental decision-making","year":2023,"lang":"en","type":"article","venue":"Biodiversity","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Biodiversity; Environmental impact assessment; Environmental resource management; Environmental planning; Business; Environmental science; Ecology; Biology","score_opus":0.044776646133143,"score_gpt":0.3659491736822597,"score_spread":0.32117252754911674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383820903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968451,0.0000031433299,0.00040392083,0.00049933454,0.00026087876,0.00038052246,0.0005425355,0.00008527578,0.0009792848],"genre_scores_gemma":[0.9953641,0.00003054229,0.0022229436,0.0021060444,0.0000245739,0.0000057658726,0.00006177579,0.000008534138,0.00017568916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972553,0.00010611663,0.00030912374,0.00068150496,0.0008719812,0.00077592814],"domain_scores_gemma":[0.9989401,0.00018068842,0.00013021732,0.00035371043,0.0000035081027,0.00039176975],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00055183517,0.00031127897,0.00030989293,0.00017141245,0.00048254244,0.000086681226,0.00043760517,0.00016118494,0.008511541],"category_scores_gemma":[0.000107658314,0.0003226815,0.00017254376,0.0007382683,0.00020908684,0.00080673705,0.0015728894,0.00025857164,0.02145325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121936144,0.00026142425,0.92089677,0.000004304099,0.000026626656,0.00023580182,0.0012590692,0.00015438026,0.00692601,6.708475e-7,0.06828776,0.0018252664],"study_design_scores_gemma":[0.00059919537,0.00026125106,0.9927094,0.000022621765,0.000031517877,0.0000068906957,0.0026673917,0.00008063609,0.000921672,0.00007911246,0.0022126532,0.00040768308],"about_ca_topic_score_codex":0.0016742763,"about_ca_topic_score_gemma":0.00022111885,"teacher_disagreement_score":0.07181262,"about_ca_system_score_codex":0.0021846092,"about_ca_system_score_gemma":0.000033686632,"threshold_uncertainty_score":0.9999225},"labels":[],"label_agreement":null},{"id":"W4383873947","doi":"10.3167/reco.2023.130201","title":"Policy innovation through local, sustainable development evaluation","year":2023,"lang":"en","type":"article","venue":"Regions & Cohesion","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pledge; Summit; Operationalization; Earth Summit; Biodiversity; Politics; Sustainable development; Political science; Environmental planning; Climate change; Geography; Environmental protection; Environmental resource management; Public administration; Law; Environmental science; Physical geography; Ecology","score_opus":0.04535377403154564,"score_gpt":0.34249174873973764,"score_spread":0.29713797470819203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383873947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96747637,0.000009804669,0.005172084,0.0015207287,0.0000712622,0.0005237934,0.0000011156645,0.00014648165,0.025078338],"genre_scores_gemma":[0.99034125,0.0000554516,0.0005758438,0.00040886842,0.00004860362,0.00008556942,0.0001170523,0.000017726432,0.008349617],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99838096,0.00008006727,0.00023196002,0.00025371072,0.00066053873,0.00039278896],"domain_scores_gemma":[0.999607,0.00002717802,0.00009163182,0.00019826039,0.000020854082,0.00005505121],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005496852,0.00012904977,0.00010061047,0.00011960035,0.00052861264,0.000034318677,0.0001406978,0.00008284274,0.00042126674],"category_scores_gemma":[0.00008452901,0.00012166802,0.000026098656,0.0023696253,0.00013342715,0.0005002458,0.0002549391,0.00008403913,0.001811973],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008031868,0.001024171,0.07656175,0.00009650976,0.00009364561,0.0000905608,0.022245042,0.017591907,0.033183113,0.054521296,0.1649577,0.629554],"study_design_scores_gemma":[0.0010788455,0.00012697127,0.73019665,0.00005449572,0.000036813904,0.0000063197544,0.011003343,0.0038070574,0.00980792,0.054115444,0.18913779,0.0006283496],"about_ca_topic_score_codex":0.0006086425,"about_ca_topic_score_gemma":0.00002607501,"teacher_disagreement_score":0.6536349,"about_ca_system_score_codex":0.0014338032,"about_ca_system_score_gemma":0.00011208192,"threshold_uncertainty_score":0.9989652},"labels":[],"label_agreement":null},{"id":"W4384696204","doi":"10.1163/9789004322714_cclc_2019-0128-484","title":"PRELIMINARY STRATEGIC CLIMATE RISK ASSESSMENT FOR BRITISH COLUMBIA","year":2023,"lang":"en","type":"dataset","venue":"Climate Change and Law Collection","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk assessment; Geography; Environmental resource management; Climatology; Environmental planning; Environmental science; Economics; Management; Geology","score_opus":0.044496314191986595,"score_gpt":0.30141196331174264,"score_spread":0.25691564911975606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384696204","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026416922,0.00008627705,0.0000019166323,0.000044234846,0.00094062573,0.0017746744,0.9690155,0.00009629775,0.0016235501],"genre_scores_gemma":[0.0025158888,0.031269014,0.00014326868,0.00040355246,0.00054145354,0.0019217848,0.9618502,0.00008522477,0.0012695963],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978328,0.0001196758,0.0003497617,0.0006679536,0.0003397641,0.0006900572],"domain_scores_gemma":[0.9991361,0.000094692936,0.00032459924,0.0002510131,0.000009213534,0.00018438736],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00043388945,0.0002850639,0.00041089288,0.000030865504,0.0019486095,0.0006842236,0.00017696357,0.00040015217,0.0008667333],"category_scores_gemma":[0.000009363946,0.00041113066,0.00014000872,0.00025979642,0.00023782313,0.00034748856,0.0004365306,0.00033348243,0.0003070421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028893473,0.00021595381,0.0033869164,0.0002457175,0.00003993668,0.000024231565,0.000052737567,0.000002954634,0.000011865405,0.0000049114674,0.9950664,0.0009194754],"study_design_scores_gemma":[0.0021333655,0.0029790858,0.1754627,0.00042282257,0.0007987034,0.00005737468,0.00097004534,0.0006327233,0.0000038088326,0.002914633,0.81216,0.0014646949],"about_ca_topic_score_codex":0.12794845,"about_ca_topic_score_gemma":0.2842911,"teacher_disagreement_score":0.18290636,"about_ca_system_score_codex":0.000501966,"about_ca_system_score_gemma":0.000011220156,"threshold_uncertainty_score":0.99983406},"labels":[],"label_agreement":null},{"id":"W4385274800","doi":"10.1016/j.lanwpc.2023.100855","title":"Corrigendum to “Potentially preventable dementia in a First Nations population in the Torres Strait and Northern Peninsula Area of North Queensland, Australia: a cross sectional analysis using population attributable fractions” [The Lancet Regional Health - Western Pacific 26 (2022) 100532]","year":2023,"lang":"en","type":"erratum","venue":"The Lancet Regional Health - Western Pacific","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Peninsula; Population; Geography; Cross-sectional study; Demography; Medicine; Socioeconomics; Environmental health; Disease; Archaeology; Sociology","score_opus":0.1102541652053301,"score_gpt":0.36750555087352116,"score_spread":0.25725138566819106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385274800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838728,0.0004889549,0.00029007575,0.010199738,0.0018190583,0.0019891153,0.0011887792,0.000053444237,0.00009808145],"genre_scores_gemma":[0.9876126,0.0010943316,0.00011791096,0.0005235442,0.0007681198,0.00018209284,0.003562496,0.00005586459,0.0060830126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99462646,0.00085296965,0.0012435394,0.0007910952,0.0014902854,0.0009956186],"domain_scores_gemma":[0.99765617,0.00023443157,0.0011970957,0.00067802134,0.000033109704,0.00020116597],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019463912,0.00048439635,0.001078123,0.00035052834,0.00149212,0.00023567899,0.00068559195,0.00025121483,0.00008649107],"category_scores_gemma":[0.000034943863,0.0003539651,0.00022685758,0.0018930426,0.00025495896,0.0004288987,0.00019905841,0.0010527733,0.000034659504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097649296,0.00019071774,0.9687717,0.00015261353,0.00016506326,0.0000046652735,0.0015942117,0.011262842,0.000001276752,0.000017818697,0.017592574,0.00014890025],"study_design_scores_gemma":[0.00056829007,0.000108189925,0.9886618,0.00022671452,0.000101576436,0.000024786363,0.0006933906,0.00066768116,7.2638386e-8,0.00019201078,0.008451808,0.00030363438],"about_ca_topic_score_codex":0.07561827,"about_ca_topic_score_gemma":0.67345405,"teacher_disagreement_score":0.5978358,"about_ca_system_score_codex":0.0015852652,"about_ca_system_score_gemma":0.00019240455,"threshold_uncertainty_score":0.9998912},"labels":[],"label_agreement":null},{"id":"W4385442009","doi":"10.1002/ieam.4823","title":"Examination of recent hydroelectric dam projects in Canada for alignment of baseline studies, predictive modeling, and postdevelopment monitoring phases of aquatic environmental impact assessments","year":2023,"lang":"en","type":"review","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; University of Calgary; University of Saskatchewan; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Baseline (sea); Hydroelectricity; Environmental science; Environmental impact assessment; Environmental monitoring; Aquatic ecosystem; Environmental resource management; Environmental planning; Engineering; Ecology; Environmental engineering; Fishery","score_opus":0.07052205133571472,"score_gpt":0.3720182074128418,"score_spread":0.3014961560771271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385442009","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6187317,0.36581308,0.0010606769,0.00001939527,0.0005075535,0.011571307,0.0018818759,0.000040316056,0.00037410887],"genre_scores_gemma":[0.33246705,0.66525203,0.0012262203,0.0000056170175,0.000013105424,0.00033373167,0.0005255716,0.00006786263,0.0001088234],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9947722,0.00037148234,0.0019994876,0.00097259047,0.0012305427,0.00065372366],"domain_scores_gemma":[0.99785626,0.00031107626,0.0012509279,0.00037970135,0.0000068581617,0.00019520357],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010588131,0.0009181712,0.0020541942,0.00040079074,0.00011206742,0.000018809276,0.00037100536,0.000191565,0.00012112751],"category_scores_gemma":[0.000019455389,0.0007826454,0.00022849094,0.00049851794,0.00029610132,0.00028564117,0.00078056933,0.00030861588,0.0000018331084],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011119232,0.0017264194,0.026905823,0.0059154136,0.0026897436,0.000032156153,0.0008821635,0.0015122363,0.00044528628,0.00001238659,0.000079178404,0.959688],"study_design_scores_gemma":[0.03296051,0.022997048,0.40814045,0.07884283,0.027290964,0.00011037636,0.15319537,0.22009109,0.005254268,0.0011836627,0.034497987,0.015435454],"about_ca_topic_score_codex":0.03427232,"about_ca_topic_score_gemma":0.007515738,"teacher_disagreement_score":0.94425255,"about_ca_system_score_codex":0.008487281,"about_ca_system_score_gemma":0.00025191344,"threshold_uncertainty_score":0.9994624},"labels":[],"label_agreement":null},{"id":"W4385454040","doi":"10.2166/wh.2023.099","title":"Drinking water quality management progress in Ontario, two decades after Walkerton","year":2023,"lang":"en","type":"article","venue":"Journal of Water and Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Abbotsford Veterinary Clinic; Dalhousie University","funders":"","keywords":"Water quality; Audit; Business; Environmental planning; Risk management; Quality management; Quality (philosophy); Environmental health; Waterborne diseases; Environmental resource management; Operations management; Management system; Environmental science; Engineering; Accounting; Medicine; Finance","score_opus":0.035246833986143436,"score_gpt":0.3561883765243972,"score_spread":0.3209415425382538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385454040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99678844,0.000037346308,0.000008084046,0.002200215,0.000117702664,0.00012383018,4.0456277e-7,0.000006374555,0.00071759644],"genre_scores_gemma":[0.99792707,0.00014064522,0.00029868016,0.0005525071,0.000030500145,0.0000057525817,0.0000039655974,0.000008034211,0.0010328226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867576,0.00007467975,0.0004047803,0.00012656987,0.00032043687,0.000397761],"domain_scores_gemma":[0.9997054,0.0000048297957,0.00007098416,0.00006879794,0.0000019988518,0.00014799586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011369705,0.00009913776,0.00019948368,0.00006592339,0.0000959882,0.00003891853,0.00009327451,0.0000288213,0.000491478],"category_scores_gemma":[2.9259786e-7,0.000056291068,0.000045922035,0.0000497789,0.000067944806,0.00025236866,0.00019387504,0.00019240579,0.000070968126],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039932518,0.00007680559,0.982562,0.000023367991,0.000012644377,0.00007281509,0.008935628,0.000024998742,0.00018942758,0.000005581728,0.0001279619,0.007928859],"study_design_scores_gemma":[0.0005915136,0.00010882548,0.9945542,0.00004478234,0.000005368103,0.000008794241,0.00041065665,0.0000054400107,0.00058442255,0.0012138817,0.002387713,0.00008440079],"about_ca_topic_score_codex":0.0073002363,"about_ca_topic_score_gemma":0.022929426,"teacher_disagreement_score":0.01562919,"about_ca_system_score_codex":0.0005289706,"about_ca_system_score_gemma":0.000007051979,"threshold_uncertainty_score":0.99931026},"labels":[],"label_agreement":null},{"id":"W4385515780","doi":"10.1126/science.adi2206","title":"Methods for assessing social and cultural losses","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Damages; Compensation (psychology); Psychology; Political science; Social psychology; Law","score_opus":0.0761278273843572,"score_gpt":0.47190548528976145,"score_spread":0.39577765790540426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385515780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99169606,0.000010877294,0.0018440537,0.00042695508,0.00017292102,0.00013506066,0.0000028932502,0.00005422123,0.00565697],"genre_scores_gemma":[0.9725923,0.000012305483,0.026324673,0.00017736513,0.00004827575,0.000017222796,0.000002089064,0.000006007211,0.0008197945],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990724,0.000029490933,0.00008408064,0.00025466876,0.00022736103,0.00033203294],"domain_scores_gemma":[0.9997452,0.00006405674,0.000036622747,0.00006116386,0.0000039739766,0.00008899105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000837444,0.000074236574,0.00007936128,0.00002589077,0.0009225945,0.00017872668,0.0001914658,0.000027083259,0.00009316483],"category_scores_gemma":[0.000095781616,0.00006046097,0.000027304519,0.000541937,0.001176917,0.0008995375,0.0002768967,0.000044879307,0.0000742549],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000372997,0.000033367243,0.09830932,0.00000905076,0.000004035247,0.0000014853965,0.0031707897,0.000026250933,0.6146308,0.00039480996,0.0012542238,0.2821621],"study_design_scores_gemma":[0.00015919154,0.000025379244,0.9765257,0.0000031912673,0.000006532351,0.0000020629911,0.0018094308,0.0015307589,0.0075882995,0.0046371776,0.007556916,0.00015535236],"about_ca_topic_score_codex":0.000034128865,"about_ca_topic_score_gemma":0.000004582727,"teacher_disagreement_score":0.8782164,"about_ca_system_score_codex":0.00012650753,"about_ca_system_score_gemma":0.00001348942,"threshold_uncertainty_score":0.7095944},"labels":[],"label_agreement":null},{"id":"W4385580093","doi":"10.1080/14615517.2023.2243019","title":"Moving to next generation community-based environmental assessment","year":2023,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The King's University; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; University of Manitoba","keywords":"Sustainability; Environmental planning; Work (physics); Globe; Environmental impact assessment; Community engagement; Resource (disambiguation); Environmental resource management; Business; Computer science; Process management; Political science; Public relations; Environmental science; Engineering; Psychology","score_opus":0.07754093535579859,"score_gpt":0.414326000481572,"score_spread":0.3367850651257734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385580093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99109596,0.000007355398,0.0011767957,0.0005368949,0.00033227156,0.0008935845,0.00009009512,0.00021632719,0.005650697],"genre_scores_gemma":[0.9932192,0.000036529305,0.004638063,0.0007536442,0.00017755965,0.00019394743,0.0006384491,0.00006498686,0.00027763957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967315,0.00055768486,0.00040996214,0.0004959378,0.0008672504,0.000937623],"domain_scores_gemma":[0.99862015,0.00030312146,0.00014572186,0.0004642899,0.000003945772,0.0004627409],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013443035,0.00046846064,0.00036904056,0.00020175362,0.0010126139,0.00036089038,0.0003608711,0.00015409672,0.0010179542],"category_scores_gemma":[0.000029055687,0.0004206089,0.00015948796,0.00063514226,0.00021580938,0.00081441394,0.00063784653,0.0005803632,0.0003641745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004005864,0.0005702827,0.73613036,0.000021728723,0.00008209838,0.000020832174,0.0022557345,0.002379935,0.22662804,0.0000487678,0.0115695875,0.020252606],"study_design_scores_gemma":[0.0011133072,0.0009594611,0.96787727,0.000019545869,0.000051020023,0.00000807522,0.0020001477,0.020872632,0.0008580413,0.00007522182,0.0054789325,0.0006863243],"about_ca_topic_score_codex":0.0012005906,"about_ca_topic_score_gemma":0.00011180844,"teacher_disagreement_score":0.23174696,"about_ca_system_score_codex":0.0010567516,"about_ca_system_score_gemma":0.0001178138,"threshold_uncertainty_score":0.9998953},"labels":[],"label_agreement":null},{"id":"W4385601065","doi":"10.59962/9780774831406-010","title":"Other Approaches toward Desirable Sustainability for Canadian Communities","year":2017,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Geography; Environmental ethics; Sociology; Environmental resource management; Environmental planning; Ecology; Environmental science; Philosophy; Biology","score_opus":0.05608379687455003,"score_gpt":0.21209389575131954,"score_spread":0.1560100988767695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385601065","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059848325,0.0000409653,0.00006654483,0.000019377369,0.00006135763,0.0009998906,0.0015726174,0.00002419829,0.9912302],"genre_scores_gemma":[0.18562703,0.000032454274,0.00031532175,0.000034265013,0.000019106117,0.0000024834105,0.0000478439,0.000033071574,0.81388843],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989451,0.00003570816,0.00014307765,0.000278249,0.00023840523,0.000359451],"domain_scores_gemma":[0.99900216,0.000037846436,0.00022852885,0.00046904513,0.00002379833,0.0002386372],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001779132,0.00015496615,0.0003697809,0.000018212577,0.0008293681,0.00016125459,0.0007606105,0.0003284734,0.0014592209],"category_scores_gemma":[0.0000072662197,0.00034180528,0.00020157664,0.0000021234246,0.0014319152,0.0001652568,0.00040190754,0.00022189913,0.000007870421],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029573878,0.0006503966,0.06312227,0.0023953363,0.0019272171,0.00055712304,0.027148021,0.00029436385,0.000024414647,0.011445474,0.33278498,0.55935466],"study_design_scores_gemma":[0.0007693382,0.00013758622,0.010572136,0.00018074583,0.00018731649,0.0000075745393,0.0022904426,0.000049265276,0.0000029690318,0.020592405,0.96455336,0.0006568904],"about_ca_topic_score_codex":0.9831653,"about_ca_topic_score_gemma":0.98708004,"teacher_disagreement_score":0.63176835,"about_ca_system_score_codex":0.0009847117,"about_ca_system_score_gemma":0.00012689298,"threshold_uncertainty_score":0.9999034},"labels":[],"label_agreement":null},{"id":"W4385637583","doi":"10.1080/14615517.2023.2239586","title":"Advancing the consideration of ecological connectivity in environmental assessment – Part 2 of the special issue","year":2023,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Generalitat Valenciana; European Commission","keywords":"Tenacity (mineralogy); European union; Marie curie; Work (physics); Political science; Ecology; Environmental resource management; Business; Environmental science; Engineering; Chemistry; Biology; International trade; Mineralogy","score_opus":0.019562778300399822,"score_gpt":0.37186541167173315,"score_spread":0.35230263337133333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385637583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99016255,0.000008365805,0.000016618424,0.00065727974,0.00042071065,0.00081338326,0.00005874852,0.000017111071,0.007845202],"genre_scores_gemma":[0.9992188,0.00009554841,0.00017776372,0.00006877951,0.0002441683,0.00005377708,0.0000218029,0.000014821058,0.000104521794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774414,0.00046510776,0.00045843874,0.00030007775,0.0006130049,0.00041925083],"domain_scores_gemma":[0.99868244,0.000682582,0.0002992075,0.00026492408,0.0000033272088,0.00006750505],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011048777,0.00023597655,0.00035123093,0.00005485068,0.00024341633,0.000037279497,0.0002410359,0.00010848298,0.0014960304],"category_scores_gemma":[0.000076237,0.00013862098,0.00014337702,0.00041490636,0.0006261428,0.00032264146,0.0004761751,0.00031520234,0.000012882719],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031127267,0.0003601041,0.9767934,0.000010634103,0.000035458386,0.000003918692,0.0011795406,0.0005078902,0.0127649605,0.00012873062,0.003561571,0.0046226652],"study_design_scores_gemma":[0.00069191837,0.00031000603,0.99183357,0.00001761875,0.000027229044,0.0000056075974,0.0021846695,0.0012522788,0.0010541732,0.00037731134,0.0020830098,0.00016263915],"about_ca_topic_score_codex":0.00044703457,"about_ca_topic_score_gemma":0.00033569458,"teacher_disagreement_score":0.01504014,"about_ca_system_score_codex":0.00036585843,"about_ca_system_score_gemma":0.00010074733,"threshold_uncertainty_score":0.9994167},"labels":[],"label_agreement":null},{"id":"W4385853309","doi":"10.59962/9780774853750-005","title":"Sustainability Strategies and Green Planning: Recent Canadian and International Experience","year":2007,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Environmental planning; Business; Environmental resource management; Geography; Economics; Ecology","score_opus":0.023541352540543473,"score_gpt":0.23570852264504416,"score_spread":0.2121671701045007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385853309","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13949366,0.00009446293,0.000009863966,0.000028699289,0.000057393205,0.0002618315,0.00016790556,0.000013771282,0.8598724],"genre_scores_gemma":[0.32093665,0.00036751735,0.00013978971,0.000049014154,0.000018591509,3.870456e-7,0.00002010697,0.000013902792,0.67845404],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991496,0.0000127293815,0.00011208287,0.00030981118,0.00021728192,0.00019849556],"domain_scores_gemma":[0.99951446,0.000015823025,0.00009793115,0.000109246575,0.00001840147,0.00024415005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007676335,0.000099186334,0.00016987533,0.00002100326,0.00018830416,0.00012643813,0.0002036374,0.00017991014,0.0008920601],"category_scores_gemma":[0.000003951152,0.00021332673,0.000031629283,0.0000046280734,0.0010074099,0.0002210687,0.00034824348,0.0001611792,0.0000011060553],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009782673,0.00009976832,0.12752615,0.00018868753,0.00030152188,0.001991195,0.017041868,0.000027238968,0.000047322315,0.0019904335,0.013130054,0.8375579],"study_design_scores_gemma":[0.00051493134,0.00009115316,0.22701947,0.00012358745,0.000049797258,0.000045202025,0.0062875114,0.000019014227,0.0000012529815,0.008128826,0.75723994,0.00047929303],"about_ca_topic_score_codex":0.89905936,"about_ca_topic_score_gemma":0.8856935,"teacher_disagreement_score":0.83707863,"about_ca_system_score_codex":0.0004950228,"about_ca_system_score_gemma":0.00005886075,"threshold_uncertainty_score":0.9767433},"labels":[],"label_agreement":null},{"id":"W4385865374","doi":"10.59962/9780774851459-012","title":"Policy Evaluation: The Political, Administrative, and Judicial Assessment of Canadian Resource and Environmental Policy","year":2007,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Environmental policy; Political science; Resource (disambiguation); Environmental planning; Public administration; Environmental resource management; Geography; Law; Economics; Computer science","score_opus":0.034283273427572133,"score_gpt":0.2675745364884705,"score_spread":0.23329126306089837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385865374","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.070008725,0.00006038858,0.000003135683,0.00013206975,0.000018990499,0.000609295,0.0012409915,0.0000070322353,0.9279194],"genre_scores_gemma":[0.806758,0.00028102795,0.00016256339,0.00024229627,0.00008302601,0.0000010029083,0.000059786613,0.000025742622,0.19238655],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99829507,0.00008060709,0.00023795398,0.0003580922,0.00066124485,0.00036700454],"domain_scores_gemma":[0.9990365,0.0000667553,0.00023686035,0.0002303638,0.000009229309,0.00042031688],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002647052,0.00016561356,0.0003222631,0.00010126974,0.00037530073,0.00006104864,0.00026818702,0.00025749975,0.00084069266],"category_scores_gemma":[0.000011257485,0.00027987608,0.000086726344,0.000025225634,0.0026710313,0.00008254554,0.00042738306,0.00027085096,0.0000019251622],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019307667,0.0008353031,0.0990018,0.00042697453,0.0019914699,0.0009289698,0.007530907,0.000052052193,0.0010891524,0.17731607,0.042452276,0.66818196],"study_design_scores_gemma":[0.0025724676,0.00077914575,0.6415743,0.00038925494,0.0007639912,0.00017431485,0.0056735007,0.0001615698,0.00002622213,0.014140534,0.3325393,0.0012053848],"about_ca_topic_score_codex":0.88429093,"about_ca_topic_score_gemma":0.80558103,"teacher_disagreement_score":0.7367493,"about_ca_system_score_codex":0.00079953164,"about_ca_system_score_gemma":0.00027565748,"threshold_uncertainty_score":0.99996537},"labels":[],"label_agreement":null},{"id":"W4386179501","doi":"10.46298/cst.12157","title":"Roles of representations in the evaluation process of policies: case of public initiatives supporting the short sea shipping in Quebec region","year":2017,"lang":"en","type":"article","venue":"Les Cahiers scientifiques du transport","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Political science; Public policy; Welfare economics; Humanities; Economics; Philosophy","score_opus":0.06379455758139402,"score_gpt":0.37264526556125827,"score_spread":0.30885070797986425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386179501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919532,0.00002137607,0.00024145501,0.0005787761,0.000037878304,0.0006097798,0.00002310301,0.0000053359818,0.0065290765],"genre_scores_gemma":[0.9997253,0.000035150737,0.00005894263,0.000028611952,0.000010011367,0.000051433468,0.00002277814,0.000007811648,0.00005997331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793565,0.00032490122,0.0005842818,0.00025493282,0.00065250916,0.00024773847],"domain_scores_gemma":[0.99890614,0.000109993554,0.00047196398,0.0004291028,0.00003953356,0.000043273052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003401851,0.00012092182,0.00020547726,0.000103147286,0.00041568847,0.00004819756,0.00058206974,0.00007409001,0.0000660805],"category_scores_gemma":[0.00020069933,0.00008439428,0.00008935096,0.00036177025,0.0021806408,0.001046205,0.000042204076,0.00016217763,4.8774456e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008420029,0.00018171709,0.90937614,0.000042444535,0.000009813929,0.000020750387,0.083741404,0.00049726764,0.0015626317,0.00031800725,0.000006070581,0.004235325],"study_design_scores_gemma":[0.00020182377,0.00002291648,0.9481483,0.000066528846,0.000030612326,0.00000970483,0.045324024,0.0005876984,0.00447417,0.0010428099,0.0000073829137,0.000083993255],"about_ca_topic_score_codex":0.032864537,"about_ca_topic_score_gemma":0.19166341,"teacher_disagreement_score":0.15879889,"about_ca_system_score_codex":0.00017533074,"about_ca_system_score_gemma":0.000073813775,"threshold_uncertainty_score":0.9735757},"labels":[],"label_agreement":null},{"id":"W4386246494","doi":"10.3390/en16176285","title":"Advancing a New Generation of Sustainability-Based Assessments for Electrical Energy Systems: Ontario as an Illustrative Application—A Review","year":2023,"lang":"en","type":"article","venue":"Energies","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Context (archaeology); Process (computing); Electricity; Work (physics); Risk analysis (engineering); Social sustainability; Environmental economics; Environmental resource management; Computer science; Business; Systems engineering; Engineering; Ecology; Environmental science; Economics; Geography","score_opus":0.02179479758245478,"score_gpt":0.3328611812622569,"score_spread":0.3110663836798021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386246494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95858353,0.00045959803,0.036085933,0.0006505103,0.0002023964,0.0016656348,0.00002143388,0.00015269275,0.002178253],"genre_scores_gemma":[0.99193007,0.00022112946,0.0018691608,0.00038737987,0.000088718836,0.0004727643,0.00027699585,0.00002190175,0.004731894],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985943,0.000104071165,0.00031973643,0.00032266433,0.0003614971,0.00029776155],"domain_scores_gemma":[0.99936134,0.000073224786,0.00016691689,0.0002424493,0.000021414999,0.00013466316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003083358,0.00015555008,0.0002492665,0.000037676833,0.00015174907,0.000025563922,0.00017463657,0.00006759919,0.00014550558],"category_scores_gemma":[0.00005320919,0.00014537672,0.00007897321,0.00033786948,0.0000761411,0.00034090012,0.000056806002,0.000061586135,0.000013988894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021737814,0.0013472091,0.07757256,0.00095358567,0.00019220782,0.000012609903,0.0026204905,0.70676315,0.055222865,0.01617749,0.047033343,0.091887094],"study_design_scores_gemma":[0.0061034975,0.0072086025,0.1426469,0.0008730184,0.00074776815,0.000013630234,0.0065105096,0.30302542,0.07053165,0.033546366,0.4251125,0.003680173],"about_ca_topic_score_codex":0.033917665,"about_ca_topic_score_gemma":0.009086168,"teacher_disagreement_score":0.40373775,"about_ca_system_score_codex":0.0011701727,"about_ca_system_score_gemma":0.00024261705,"threshold_uncertainty_score":0.9725156},"labels":[],"label_agreement":null},{"id":"W4386332499","doi":"10.18584/iipj.2023.14.2.14942","title":"Lost in Translation: Overcoming Distinctions in Worldviews in Environmental Impact Assessments in Canada and Russia","year":2023,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"MacEwan University; University of Calgary","funders":"","keywords":"Indigenous; Linguistics; Meaning (existential); Space (punctuation); Traditional knowledge; Sociology; Political science; Epistemology; Ecology; Philosophy; Biology","score_opus":0.02194353899167797,"score_gpt":0.33533250913648943,"score_spread":0.3133889701448115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386332499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961242,0.000034941833,0.000006001395,0.00041230972,0.00014557118,0.00020432395,0.00006364779,0.0000036476665,0.0030053249],"genre_scores_gemma":[0.9990142,0.00041319564,0.00006880445,0.0001637382,0.00007783765,0.000013570778,0.000030905863,0.0000163666,0.00020135335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806607,0.000120728604,0.00056381605,0.00022505409,0.00051283103,0.0005115032],"domain_scores_gemma":[0.99954766,0.00009387337,0.00013102604,0.000077141434,0.0000010540731,0.00014926224],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042186544,0.0001814333,0.00020825102,0.00048676677,0.000095245705,0.0000649785,0.00024007264,0.000059067424,0.0009487354],"category_scores_gemma":[0.000020502732,0.00018109308,0.000046013323,0.000550766,0.00006547013,0.0005464507,0.00010909936,0.00049196975,0.00005545013],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023823093,0.00015163285,0.98027766,0.0000015348168,0.000009951633,0.00025367428,0.002792568,0.0051737023,0.00055761036,0.000006722327,0.000029344998,0.01072175],"study_design_scores_gemma":[0.0009933731,0.00002956281,0.99575007,0.00004176929,0.0000017694066,0.000065017935,0.00072961714,0.0011546788,0.000015157372,0.0007376094,0.00031716484,0.00016421096],"about_ca_topic_score_codex":0.80737716,"about_ca_topic_score_gemma":0.9494861,"teacher_disagreement_score":0.14210898,"about_ca_system_score_codex":0.010127344,"about_ca_system_score_gemma":0.00029668002,"threshold_uncertainty_score":0.99996454},"labels":[],"label_agreement":null},{"id":"W4386881123","doi":"10.32920/24085347.v1","title":"Environmental assessment praxis for planners in Ontario IO","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Centre for Social Innovation","funders":"","keywords":"Praxis; Government (linguistics); Environmental impact assessment; Public relations; Public administration; Political science; Environmental planning; Business; Environmental science; Law","score_opus":0.03582239006538299,"score_gpt":0.30715473232200763,"score_spread":0.2713323422566246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386881123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9681421,0.000008418044,0.00075993454,0.00047741053,0.0010367093,0.0021085707,0.00021813995,0.000121659534,0.027127087],"genre_scores_gemma":[0.9546008,0.0000500281,0.007435184,0.00036884617,0.000073042,0.00082636334,0.00070740585,0.000095808165,0.03584253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99689746,0.000076848555,0.0005774461,0.0010098235,0.00068692735,0.0007515109],"domain_scores_gemma":[0.9989373,0.000106869964,0.00021724781,0.0005071911,0.0000010844795,0.00023032154],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048666107,0.00052216026,0.00051468535,0.00008763065,0.0001511612,0.00010053993,0.00058837887,0.0004520522,0.006611245],"category_scores_gemma":[0.000011607747,0.0005178355,0.0002705716,0.00007721291,0.00022062167,0.00022112046,0.0021075972,0.000911439,0.00081274676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030804902,0.00049059716,0.9821231,0.000023691251,0.00006698528,0.000026025584,0.0012551348,0.006199634,0.0007659903,0.000041277894,0.0074868985,0.0014899123],"study_design_scores_gemma":[0.00077461463,0.00013848019,0.9828264,0.000040009647,0.000036985886,0.000001292638,0.00062070723,0.0007686739,0.00010142499,0.0043719,0.009666533,0.00065295113],"about_ca_topic_score_codex":0.12272578,"about_ca_topic_score_gemma":0.3367503,"teacher_disagreement_score":0.21402451,"about_ca_system_score_codex":0.0067129103,"about_ca_system_score_gemma":0.000102060265,"threshold_uncertainty_score":0.99996525},"labels":[],"label_agreement":null},{"id":"W4386881128","doi":"10.32920/24085347","title":"Environmental assessment praxis for planners in Ontario IO","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Centre for Social Innovation","funders":"","keywords":"Praxis; Government (linguistics); Public relations; Environmental impact assessment; Public administration; Political science; Sociology; Law","score_opus":0.03582239006538299,"score_gpt":0.30715473232200763,"score_spread":0.2713323422566246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386881128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9681421,0.000008418044,0.00075993454,0.00047741053,0.0010367093,0.0021085707,0.00021813995,0.000121659534,0.027127087],"genre_scores_gemma":[0.9546008,0.0000500281,0.007435184,0.00036884617,0.000073042,0.00082636334,0.00070740585,0.000095808165,0.03584253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99689746,0.000076848555,0.0005774461,0.0010098235,0.00068692735,0.0007515109],"domain_scores_gemma":[0.9989373,0.000106869964,0.00021724781,0.0005071911,0.0000010844795,0.00023032154],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048666107,0.00052216026,0.00051468535,0.00008763065,0.0001511612,0.00010053993,0.00058837887,0.0004520522,0.006611245],"category_scores_gemma":[0.000011607747,0.0005178355,0.0002705716,0.00007721291,0.00022062167,0.00022112046,0.0021075972,0.000911439,0.00081274676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030804902,0.00049059716,0.9821231,0.000023691251,0.00006698528,0.000026025584,0.0012551348,0.006199634,0.0007659903,0.000041277894,0.0074868985,0.0014899123],"study_design_scores_gemma":[0.00077461463,0.00013848019,0.9828264,0.000040009647,0.000036985886,0.000001292638,0.00062070723,0.0007686739,0.00010142499,0.0043719,0.009666533,0.00065295113],"about_ca_topic_score_codex":0.12272578,"about_ca_topic_score_gemma":0.3367503,"teacher_disagreement_score":0.21402451,"about_ca_system_score_codex":0.0067129103,"about_ca_system_score_gemma":0.000102060265,"threshold_uncertainty_score":0.99996525},"labels":[],"label_agreement":null},{"id":"W4386952100","doi":"10.4337/9781802208078.00026","title":"Social acceptability and governance for public infrastructure projects","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Sustainability; Government (linguistics); Project governance; Business; Civil society; Value (mathematics); Public relations; Political science; Environmental planning; Public administration; Politics; Finance; Geography","score_opus":0.03241363280322414,"score_gpt":0.2645503724843381,"score_spread":0.23213673968111398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386952100","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007075145,0.000027839207,0.000046630175,0.0015896515,0.0007642806,0.0012979893,0.00041030644,0.00027794126,0.9885102],"genre_scores_gemma":[0.16912621,0.0000478039,0.00110368,0.0009954036,0.0013372807,0.00018185498,0.00026311778,0.00028533745,0.8266593],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971888,0.000039259357,0.0004136713,0.00085836236,0.0008416906,0.0006582197],"domain_scores_gemma":[0.9988421,0.0001249477,0.0004141777,0.00034354208,0.000019711688,0.00025547884],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060049654,0.0005176402,0.00050991104,0.000049027156,0.0006148198,0.0011952015,0.0006444269,0.00076874986,0.0010400704],"category_scores_gemma":[0.00024207549,0.0005063003,0.00023817265,0.000041563715,0.0005892633,0.0012447188,0.0011117738,0.00081803824,0.00009549149],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008221245,0.000064875254,0.016656047,0.00031295847,0.00033790636,0.000022214708,0.0047857035,0.0000048047173,0.000211823,0.10945458,0.40954807,0.4585188],"study_design_scores_gemma":[0.00065967697,0.000102192476,0.083620526,0.00003787599,0.000074244366,0.0000049893406,0.00014322872,0.000022260809,0.000028138345,0.101880245,0.81254095,0.0008856518],"about_ca_topic_score_codex":0.00014626137,"about_ca_topic_score_gemma":0.00037794368,"teacher_disagreement_score":0.45763314,"about_ca_system_score_codex":0.00085354125,"about_ca_system_score_gemma":0.000088019704,"threshold_uncertainty_score":0.9998731},"labels":[],"label_agreement":null},{"id":"W4387058136","doi":"10.24908/cpp-apc.v2023i1.15552","title":"Equitable Implementation of Green Infrastructure","year":2023,"lang":"en","type":"article","venue":"Canadian Planning and Policy / Aménagement et politique au Canada","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Operationalization; Equity (law); Green infrastructure; Climate change; Environmental planning; Business; Political science; Public relations; Geography; Sociology; Environmental resource management; Economics; Ecology","score_opus":0.011963379302531616,"score_gpt":0.30444112309823557,"score_spread":0.29247774379570396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387058136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95150715,0.000010146779,0.00000418917,0.004449179,0.0000918093,0.00017827553,0.00038775182,0.0000192184,0.04335225],"genre_scores_gemma":[0.994078,0.000021382053,0.000029988072,0.0038960227,0.00008361737,0.000013985614,0.00013982353,0.000016470594,0.001720748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985714,0.000054559052,0.00019640342,0.00019292388,0.00025431177,0.0007303873],"domain_scores_gemma":[0.99924827,0.00003416599,0.00007884005,0.00013869727,0.000003983168,0.0004960769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020023901,0.00014961245,0.00014401038,0.00013784855,0.0002205709,0.000024919538,0.0001488575,0.00005032672,0.0004645003],"category_scores_gemma":[0.000015075758,0.00015967136,0.00002281804,0.00033437295,0.00008698042,0.00016887469,0.00014210581,0.00009882312,0.000012026625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025457468,0.0000039548854,0.8984175,0.000040495725,0.00004269085,0.000049651666,0.004192452,0.0009786272,0.0003786311,0.007012199,0.084992684,0.0038885653],"study_design_scores_gemma":[0.00020170798,0.000033476317,0.9327483,0.000016030639,0.000011011532,0.000003362831,0.003717166,0.000035493806,0.00020874347,0.0010636708,0.0617918,0.00016922828],"about_ca_topic_score_codex":0.9995166,"about_ca_topic_score_gemma":0.9981699,"teacher_disagreement_score":0.042570785,"about_ca_system_score_codex":0.0016874418,"about_ca_system_score_gemma":0.0010689389,"threshold_uncertainty_score":0.65112084},"labels":[],"label_agreement":null},{"id":"W4387220830","doi":"10.1002/nad.12166","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Journal for the Anthropology of North America","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Library science; Information retrieval; World Wide Web","score_opus":0.0166694175211288,"score_gpt":0.3331650577381719,"score_spread":0.31649564021704313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387220830","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2608064,0.005212842,0.08278519,0.0912625,0.24041577,0.010001198,0.010680419,0.00027606517,0.29855964],"genre_scores_gemma":[0.11662491,0.11339095,0.003472316,0.0116112325,0.006093347,0.00028320123,0.0024392183,0.00031734636,0.7457675],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986742,0.00006385513,0.00047208605,0.00011322214,0.00032535187,0.00035129616],"domain_scores_gemma":[0.99864763,0.00020209426,0.0008432109,0.00019956756,0.0000133896465,0.0000941245],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015724763,0.0002024335,0.00037433894,0.000055957975,0.0006832731,0.000027147127,0.00052071956,0.00013357119,0.022721356],"category_scores_gemma":[0.000051289,0.00013338009,0.00024375929,0.00020274096,0.0017348004,0.00029764132,0.0002039427,0.00042019124,0.024367029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003394627,0.00003854723,0.0012571365,0.000015364876,0.00012408123,0.0000011299293,0.0007437804,0.0015824626,0.0000074742857,4.5397704e-7,0.9224527,0.073742926],"study_design_scores_gemma":[0.00019966457,0.00038912627,0.01491692,0.000011773681,0.00008300872,0.000015904536,0.0007988003,0.00006672306,0.000019461882,0.000050922674,0.98330045,0.00014727176],"about_ca_topic_score_codex":0.0011395153,"about_ca_topic_score_gemma":0.00012643823,"teacher_disagreement_score":0.44720784,"about_ca_system_score_codex":0.00017378089,"about_ca_system_score_gemma":0.00003732739,"threshold_uncertainty_score":0.978172},"labels":[],"label_agreement":null},{"id":"W4387796741","doi":"10.1787/dcr-2015-graph52-en","title":"Bilateral ODA in support of global and local environment objectives, two year averages, commitments, Canada","year":2015,"lang":"en","type":"other","venue":"Development cooperation report ...","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Political science; Geography","score_opus":0.008282646892695224,"score_gpt":0.2415049120679439,"score_spread":0.23322226517524866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387796741","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20493999,0.00016887243,0.00043799667,0.00020204819,0.0007331892,0.0017245113,0.00036138232,0.000068750356,0.79136324],"genre_scores_gemma":[0.67881733,0.00014271363,0.0030072636,0.0005152139,0.000063840205,0.00008279569,0.0016957563,0.00017723592,0.31549782],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786884,0.00006894077,0.00057814247,0.00046758977,0.00072299567,0.00029351795],"domain_scores_gemma":[0.99926364,0.0000063088737,0.00029836345,0.00023495579,0.0000055496275,0.00019118174],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025841425,0.00031915563,0.00038816797,0.00003366285,0.00005680644,0.000020455223,0.00013326442,0.00014555322,0.005295564],"category_scores_gemma":[0.000009008484,0.00031008202,0.000021374251,0.00012837326,0.00017916324,0.00009683438,0.00027963138,0.00013620299,0.000088460096],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001980656,0.00025855599,0.54045093,0.000024932398,0.00010258094,0.00056628464,0.00031892446,0.00040258982,0.00009312015,0.000031815518,0.4555187,0.0022117547],"study_design_scores_gemma":[0.00089443335,0.000050517552,0.14030346,0.000033189044,0.000017645969,0.00005407285,0.00012294068,0.000011218026,0.00015783402,0.000016044198,0.85788184,0.00045679888],"about_ca_topic_score_codex":0.22130375,"about_ca_topic_score_gemma":0.49462655,"teacher_disagreement_score":0.47586542,"about_ca_system_score_codex":0.0025647222,"about_ca_system_score_gemma":0.00052974187,"threshold_uncertainty_score":0.99993515},"labels":[],"label_agreement":null},{"id":"W4387891038","doi":"10.1787/dcr-2015-graph44-en","title":"Share of ODA channelled to and through the multilateral system, two year averages, gross disbursements, Canada","year":2015,"lang":"en","type":"other","venue":"Development cooperation report ...","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.013126203863561475,"score_gpt":0.25391455011416825,"score_spread":0.24078834625060677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387891038","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17815413,0.00020393587,0.00046906457,0.00046469248,0.0021609005,0.003856259,0.00039903534,0.00014860276,0.81414336],"genre_scores_gemma":[0.42552042,0.000024067222,0.0013436351,0.0003983054,0.000119532655,0.00012122315,0.0008451841,0.00014328487,0.5714843],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982308,0.000050073933,0.00044940956,0.00036839582,0.00066443346,0.00023688805],"domain_scores_gemma":[0.9992995,0.000008019602,0.0002765358,0.0002635166,0.000015133736,0.00013729274],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002098043,0.00025877397,0.00029308134,0.000020961383,0.00015974374,0.0000424289,0.00017774454,0.00008522652,0.0024051405],"category_scores_gemma":[0.000018151508,0.00018974712,0.000020285292,0.00012774559,0.000066596396,0.000084728505,0.00028778493,0.00009754644,0.0000994728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000137830675,0.000073049225,0.026740266,0.00006724272,0.00014036051,0.00015321079,0.0029025972,0.00027742758,0.00020863752,0.000052535666,0.96886194,0.0005089433],"study_design_scores_gemma":[0.00045710782,0.000023755516,0.013682207,0.00014224251,0.000024272385,0.000024507312,0.00076188194,0.00003096161,0.0003300396,0.0000023131527,0.984146,0.00037469965],"about_ca_topic_score_codex":0.19203806,"about_ca_topic_score_gemma":0.24592605,"teacher_disagreement_score":0.24736631,"about_ca_system_score_codex":0.0006590028,"about_ca_system_score_gemma":0.00020387102,"threshold_uncertainty_score":0.9985068},"labels":[],"label_agreement":null},{"id":"W4388084739","doi":"10.1177/00113921231203179","title":"Social media and social impact assessment: Evolving methods in a shifting context","year":2023,"lang":"en","type":"article","venue":"Current Sociology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; China Scholarship Council","keywords":"Sociology; Social media; Context (archaeology); Social science; Public relations; Political science; Computer science; World Wide Web; Geography","score_opus":0.08171950002607917,"score_gpt":0.4724218668680575,"score_spread":0.39070236684197834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388084739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99700963,0.00013103517,0.00018061772,0.000736433,0.0003954417,0.00017764341,0.000015972157,0.00007876935,0.0012744359],"genre_scores_gemma":[0.9989796,0.00007192481,0.0004661989,0.00011244337,0.00022071386,0.000040448875,0.000058779493,0.000023987634,0.000025871068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977526,0.00063343544,0.00032617216,0.00039534274,0.00022767886,0.00066477346],"domain_scores_gemma":[0.9991779,0.00049981877,0.00014464525,0.00007734398,0.0000037825096,0.00009652664],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010908027,0.00022941892,0.00039314473,0.00007803239,0.00047394782,0.000031883672,0.00019082228,0.00021164499,0.0009959934],"category_scores_gemma":[0.00010529585,0.00021683297,0.00013150348,0.00025922715,0.00082439935,0.00025319803,0.00047774697,0.0005040335,0.00017358466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009071854,0.00011579658,0.80835384,0.000017759912,0.000031863834,0.000008165059,0.06518771,0.000008227945,0.0034073556,0.00079217635,0.002666375,0.119401686],"study_design_scores_gemma":[0.0006137522,0.000029758015,0.9825693,0.0000069242187,0.000015467083,0.000001210371,0.005019897,0.0005455874,0.000014416433,0.0104804225,0.00047368582,0.00022961605],"about_ca_topic_score_codex":0.000105295265,"about_ca_topic_score_gemma":0.00006844188,"teacher_disagreement_score":0.17421545,"about_ca_system_score_codex":0.00065419695,"about_ca_system_score_gemma":0.000026372049,"threshold_uncertainty_score":0.9999172},"labels":[],"label_agreement":null},{"id":"W4388098974","doi":"10.1080/23789689.2023.2272462","title":"Customizing a sustainability evaluation framework for Infrastructure projects in developing countries: the case study of Iran","year":2023,"lang":"en","type":"article","venue":"Sustainable and Resilient Infrastructure","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sustainability; Analytic hierarchy process; Context (archaeology); Business; Developing country; Quality (philosophy); Sustainable development; Environmental economics; Process management; Environmental resource management; Engineering; Economic growth; Economics; Political science; Operations research","score_opus":0.016365010173341906,"score_gpt":0.32333484157219716,"score_spread":0.30696983139885525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388098974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99510455,0.00003920155,0.00027580222,0.00045859217,0.00008722391,0.0038611977,0.000007447665,0.000026913734,0.0001390676],"genre_scores_gemma":[0.9989369,0.00004509983,0.00041957412,0.00013253296,0.00003437486,0.00027808093,0.000008959804,0.000018919449,0.0001255903],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99792093,0.00023890528,0.00038181318,0.000414867,0.00046162703,0.0005818793],"domain_scores_gemma":[0.9991289,0.00026115793,0.00017615463,0.00030014137,0.00006304218,0.00007065155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012458479,0.00022760089,0.00026698565,0.000117399766,0.0006161545,0.00006634633,0.00020297116,0.00017013426,0.00007623695],"category_scores_gemma":[0.00044113214,0.00015817692,0.0000453797,0.0009570932,0.0002733768,0.00029725657,0.0004018544,0.00026441299,0.0000011378813],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001935042,0.00013143108,0.8488578,0.00052782334,0.000052011397,0.00036121527,0.08625826,0.05010053,0.00003589599,0.0030236198,0.0010939674,0.009363933],"study_design_scores_gemma":[0.0011306682,0.00023269001,0.44353202,0.000025425055,0.00004691563,0.00003415268,0.4942724,0.0019538659,0.000039066585,0.05730928,0.0012222541,0.0002012503],"about_ca_topic_score_codex":0.0015663665,"about_ca_topic_score_gemma":0.00040311107,"teacher_disagreement_score":0.40801415,"about_ca_system_score_codex":0.0011655184,"about_ca_system_score_gemma":0.00015571484,"threshold_uncertainty_score":0.64502674},"labels":[],"label_agreement":null},{"id":"W4388303432","doi":"10.1007/s00267-023-01901-1","title":"Patterns and Pitfalls of Short-cuts Used in Environmental Management Rapid Reviews","year":2023,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Carleton University","keywords":"Systematic review; Stakeholder; Critical appraisal; Protocol (science); Process (computing); Risk analysis (engineering); Computer science; Medicine; Management science; Process management; MEDLINE; Business; Alternative medicine; Political science; Pathology; Engineering; Public relations","score_opus":0.01708017025399728,"score_gpt":0.25416577048998157,"score_spread":0.2370856002359843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388303432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98740005,0.00024925583,0.00007067261,0.00010286581,0.00016048488,0.0017477324,0.00007774149,0.000060039783,0.010131143],"genre_scores_gemma":[0.97996634,0.014831113,0.00057757704,0.00023663678,0.000026040236,0.00024850658,0.00016325171,0.00006286977,0.003887682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964341,0.00018725623,0.00082003867,0.00088417064,0.00089024095,0.00078423024],"domain_scores_gemma":[0.9989306,0.00003565871,0.00017940464,0.0006078543,2.0969591e-7,0.0002463004],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006681503,0.0005091877,0.00054411805,0.00021912041,0.00015764682,0.000034015862,0.0004719913,0.000114760805,0.003347058],"category_scores_gemma":[0.0000020977122,0.0005143305,0.00017156369,0.00032306518,0.0003552348,0.00039614187,0.0017629428,0.00020844403,0.0015554093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037029506,0.000836175,0.8786642,0.00014823391,0.00011851086,0.00021576627,0.00093481346,0.00022455315,0.009008699,0.00007985438,0.0013057374,0.10842642],"study_design_scores_gemma":[0.001068032,0.00014806123,0.9800714,0.00008863941,0.00008063063,0.0000044067187,0.002249591,0.00015139452,0.0008330917,0.00022615597,0.014540991,0.0005375817],"about_ca_topic_score_codex":0.00006606332,"about_ca_topic_score_gemma":0.000033868426,"teacher_disagreement_score":0.10788884,"about_ca_system_score_codex":0.0006479702,"about_ca_system_score_gemma":0.0000010521977,"threshold_uncertainty_score":0.9997308},"labels":[],"label_agreement":null},{"id":"W4388532823","doi":"10.2166/wh.2023.129","title":"A critical review of risk matrices used in water safety planning: improving risk matrix construction","year":2023,"lang":"en","type":"review","venue":"Journal of Water and Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Risk analysis (engineering); Risk assessment; Computer science; Matrix (chemical analysis); Process (computing); Boundary (topology); Risk management; Identification (biology); Mathematics; Business","score_opus":0.05803158890530465,"score_gpt":0.4084697897073415,"score_spread":0.35043820080203686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388532823","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005158131,0.99384105,0.00004396385,0.00021521638,0.00025982066,0.00036234886,0.00007437974,0.0000062196946,0.000038842776],"genre_scores_gemma":[0.00074605347,0.9985148,0.0005164023,0.00005277779,0.000101919366,0.0000033586807,0.000018186698,0.000023805078,0.000022731365],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969508,0.00049252465,0.0015345041,0.00019415875,0.00040818987,0.00041979668],"domain_scores_gemma":[0.998717,0.00012699387,0.00082948024,0.000112001784,0.0000078319445,0.00020669926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030045786,0.0002317108,0.0015123582,0.00009813671,0.00015446436,0.000026263706,0.00016111483,0.0001392435,0.00018395807],"category_scores_gemma":[0.000051457217,0.00012377778,0.00026310244,0.000118884105,0.00015508456,0.00025406684,0.00018537587,0.00067368225,0.000033731336],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034326436,0.0001706455,0.04005146,0.11303579,0.00013038015,0.000071819704,0.0038462973,0.000011994674,0.0000073857636,0.000005602677,0.0003608369,0.8422735],"study_design_scores_gemma":[0.0034363281,0.002452257,0.04915468,0.3926856,0.0035924073,0.0014673665,0.003352246,0.000038327584,0.000053564137,0.0027673251,0.5389396,0.0020603307],"about_ca_topic_score_codex":0.0007975512,"about_ca_topic_score_gemma":0.000028191835,"teacher_disagreement_score":0.8402131,"about_ca_system_score_codex":0.00043499123,"about_ca_system_score_gemma":0.000042741947,"threshold_uncertainty_score":0.50475115},"labels":[],"label_agreement":null},{"id":"W4388599479","doi":"10.31219/osf.io/d52x7","title":"Brief Overview: A Draft Framework for Risk-Based Prioritization &amp;amp; Evaluation of Additives &amp;amp; Polymer-associated Chemistries","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prioritization; Risk assessment; Risk analysis (engineering); Stakeholder; Computer science; Set (abstract data type); Hazard; Suite; Management science; Business; Engineering; Chemistry; Computer security","score_opus":0.08106339396473762,"score_gpt":0.367583825089529,"score_spread":0.2865204311247914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388599479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91737497,0.0005671211,0.06961292,0.00064899697,0.0007795308,0.0031858347,0.004725386,0.0003302114,0.0027750486],"genre_scores_gemma":[0.9330978,0.0012494384,0.027964102,0.000560043,0.00033607797,0.0012839995,0.018406969,0.00023380571,0.016867798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99511695,0.00047849113,0.00088093086,0.0009658909,0.0019481607,0.0006095745],"domain_scores_gemma":[0.9969144,0.0007070325,0.0013138467,0.00075133407,0.000095258656,0.00021815712],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018168268,0.000601385,0.0007328422,0.00008472604,0.00037840835,0.0001366484,0.00050238613,0.0008726946,0.00914495],"category_scores_gemma":[0.0025023639,0.0006282758,0.00047116724,0.00045208842,0.00047908077,0.0002471677,0.000746601,0.0006066867,0.0005501766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006080396,0.006455003,0.74445564,0.0016794631,0.002510294,0.0000018663252,0.010560687,0.028230451,0.045871545,0.0005860123,0.121367544,0.037673447],"study_design_scores_gemma":[0.005006656,0.0001541337,0.8273123,0.0018718827,0.0025941306,0.0000010850567,0.0006120494,0.0033210074,0.02338741,0.094595194,0.03767504,0.0034691049],"about_ca_topic_score_codex":0.0032839794,"about_ca_topic_score_gemma":0.0036033352,"teacher_disagreement_score":0.09400918,"about_ca_system_score_codex":0.0016074706,"about_ca_system_score_gemma":0.00021771813,"threshold_uncertainty_score":0.99961686},"labels":[],"label_agreement":null},{"id":"W4388601388","doi":"10.4000/developpementdurable.22989","title":"Apport de l’analyse biomimétique à l’évaluation comparée de scénarios prospectifs en mobilité urbaine","year":2023,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal; École de Technologie Supérieure","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.0288550905913262,"score_gpt":0.32129978743766746,"score_spread":0.2924446968463413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388601388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9308111,0.00027755124,0.0012186178,0.059391525,0.00069010025,0.0012233573,0.00013346644,0.0002619023,0.005992389],"genre_scores_gemma":[0.96065336,0.0035370933,0.003724093,0.0012626552,0.00026323434,0.0003150784,0.00031356403,0.00008818836,0.029842727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948972,0.0009798476,0.0007926023,0.00081285153,0.0010149257,0.0015025614],"domain_scores_gemma":[0.9984678,0.00021128701,0.00028158838,0.0005153689,0.00001664509,0.0005073042],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0035108945,0.00055171095,0.0005200102,0.00018596165,0.0005539312,0.00025317588,0.0005608003,0.00033348598,0.004126467],"category_scores_gemma":[0.00013673758,0.00058928964,0.00024497925,0.00089525915,0.00051153713,0.00075270614,0.0004326532,0.00049145316,0.0016865507],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044648503,0.0010482412,0.815117,0.00015718673,0.00026433961,0.00015337014,0.01672207,0.010413837,0.07950573,0.0003837585,0.0643607,0.011829139],"study_design_scores_gemma":[0.001078875,0.00025030563,0.93655133,0.00019874312,0.00017105426,0.000032008924,0.0026138236,0.01583159,0.016994061,0.0058412408,0.019728594,0.00070837233],"about_ca_topic_score_codex":0.016048884,"about_ca_topic_score_gemma":0.005113812,"teacher_disagreement_score":0.121434346,"about_ca_system_score_codex":0.0052393842,"about_ca_system_score_gemma":0.0003675298,"threshold_uncertainty_score":0.99965584},"labels":[],"label_agreement":null},{"id":"W4388653081","doi":"10.1021/acs.est.3c08894","title":"Accelerating Environmental Research to Achieve Sustainable Development Goals","year":2023,"lang":"en","type":"editorial","venue":"Environmental Science & Technology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sustainable development; Environmental planning; Business; Environmental resource management; Environmental science; Process management; Political science","score_opus":0.020770595326026178,"score_gpt":0.3310218067530893,"score_spread":0.31025121142706313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388653081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68277836,0.00017224991,0.000076812445,0.0010829114,0.29713115,0.0037376129,0.00030205512,0.00090887793,0.013810014],"genre_scores_gemma":[0.8149061,0.00070510816,0.005094663,0.0003106893,0.09659235,0.002200558,0.00071207364,0.0006857807,0.07879265],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9842349,0.00025007242,0.0011343287,0.0031600643,0.0066793445,0.0045412704],"domain_scores_gemma":[0.99632543,0.00052547595,0.00039976754,0.0016310556,0.000013623588,0.0011046262],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0046602306,0.0011262248,0.0009282688,0.0018507736,0.004283702,0.00045208895,0.0047088573,0.0016572555,0.003437763],"category_scores_gemma":[0.00090709515,0.001161119,0.00018174644,0.004466426,0.00690843,0.0011659085,0.013963564,0.0031144922,0.027513437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000955935,0.0013201906,0.011745665,0.000044119734,0.000088602734,0.0005088369,0.0034048785,0.00044016473,0.10543519,0.00009086855,0.84168535,0.035140526],"study_design_scores_gemma":[0.0005205803,0.0008353276,0.008062042,0.00007053138,0.000029734136,0.0000066356806,0.008819344,0.000026128158,0.012280056,0.0010905453,0.9667381,0.0015209621],"about_ca_topic_score_codex":0.00028301383,"about_ca_topic_score_gemma":0.000098822915,"teacher_disagreement_score":0.20053878,"about_ca_system_score_codex":0.015644053,"about_ca_system_score_gemma":0.00036852158,"threshold_uncertainty_score":0.9996388},"labels":[],"label_agreement":null},{"id":"W4388657913","doi":"10.1061/9780784485163.105","title":"Creating Sustainable Urban Mass Transit Systems in Developing Economies","year":2023,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Megacity; Greenhouse gas; Sustainability; Quarter (Canadian coin); Developing country; Transit (satellite); Sustainable development; Geography; Transit system; Business; Environmental planning; Economy; Economic growth; Public transport; Political science; Engineering; Transport engineering; Economics","score_opus":0.013677252736593495,"score_gpt":0.24871204709563513,"score_spread":0.23503479435904162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388657913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86981285,0.000013223599,0.00032018364,0.00027293953,0.00006554206,0.00021518391,0.0000013168327,0.00008241676,0.12921636],"genre_scores_gemma":[0.9724606,0.00003301184,0.00035881135,0.000120112556,0.000022940021,0.000034254448,0.00000664373,0.000012944451,0.026950626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989961,0.00003760062,0.0001933992,0.00019720272,0.00013840785,0.0004372972],"domain_scores_gemma":[0.99977285,0.00004025309,0.000032504337,0.00009018861,0.0000010944,0.00006310102],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028449355,0.00010571966,0.00013696602,0.000045444078,0.00015933659,0.000065507484,0.0001248521,0.000050840332,0.0005677268],"category_scores_gemma":[0.000009599534,0.000100040284,0.000028563145,0.00030275356,0.0000569621,0.00039766068,0.0000937297,0.00006492688,0.0008348405],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057356197,0.000027485736,0.97169524,0.00004320981,0.000012764254,0.00007033808,0.0029469903,0.012595843,0.002692927,0.006845508,0.0025168557,0.00054712483],"study_design_scores_gemma":[0.0005022755,0.000039922725,0.9460339,0.000031058342,0.00000604353,0.0000020017967,0.029421864,0.0054328428,0.0009416963,0.0014167982,0.015755495,0.00041608323],"about_ca_topic_score_codex":0.0039906395,"about_ca_topic_score_gemma":0.00017505954,"teacher_disagreement_score":0.10264782,"about_ca_system_score_codex":0.0006869242,"about_ca_system_score_gemma":0.000011146272,"threshold_uncertainty_score":0.99994314},"labels":[],"label_agreement":null},{"id":"W4388671953","doi":"10.3389/fmars.2023.1256500","title":"An inequity assessment framework for planning coastal and marine conservation and development interventions","year":2023,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Ocean Nexus Center, EarthLab, University of Washington; EarthLab, University of Washington; University of Washington","keywords":"Psychological intervention; Equity (law); Environmental planning; Environmental resource management; Sustainable development; Business; Political science; Economics; Geography; Psychology","score_opus":0.036277323000786496,"score_gpt":0.35776196709546254,"score_spread":0.32148464409467603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388671953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9533449,0.0000025191923,0.04522273,0.00024960778,0.00025796867,0.00030833101,0.000007415434,0.000036062014,0.00057046197],"genre_scores_gemma":[0.6544766,0.000017062117,0.3451293,0.00012731622,0.000012375464,0.000047424168,0.0000373916,0.0000068698237,0.00014568197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872994,0.000030227906,0.00022226463,0.00037381795,0.0003040866,0.0003396784],"domain_scores_gemma":[0.9996058,0.000041740674,0.000073884396,0.00012404379,0.000005650059,0.00014891372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010028979,0.000117483534,0.00014150294,0.00011755346,0.00040260228,0.00010173063,0.00020066893,0.000044218807,0.000077002915],"category_scores_gemma":[0.00007262009,0.00011745759,0.000017465081,0.00045828454,0.00058905524,0.00079493783,0.0010838305,0.00012048477,0.000003656323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000089814885,0.000055907676,0.9503639,0.000017334485,0.000003509384,0.000002291701,0.0004598364,0.00012178654,0.0006394796,0.00024999044,0.00019934546,0.04787769],"study_design_scores_gemma":[0.00027942396,0.000092439186,0.97993934,0.000027568567,0.0000041489807,0.0000012689155,0.0012270284,0.0052586375,0.0001481492,0.012494957,0.00038485657,0.00014219007],"about_ca_topic_score_codex":0.00015402191,"about_ca_topic_score_gemma":0.00011246701,"teacher_disagreement_score":0.29990658,"about_ca_system_score_codex":0.00022831958,"about_ca_system_score_gemma":0.000035880443,"threshold_uncertainty_score":0.47897816},"labels":[],"label_agreement":null},{"id":"W4388672558","doi":"10.1021/acs.estlett.3c00765","title":"Accelerating Environmental Research to Achieve Sustainable Development Goals","year":2023,"lang":"en","type":"article","venue":"Environmental Science & Technology Letters","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sustainable development; Environmental planning; Environmental resource management; Business; Process management; Environmental science; Political science","score_opus":0.02367441778820741,"score_gpt":0.3082884617853784,"score_spread":0.284614043997171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388672558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98888105,0.000016680957,0.000092410344,0.0053955116,0.00016993836,0.0010528765,0.000010947359,0.0003655992,0.004014998],"genre_scores_gemma":[0.99140996,0.000033363285,0.0027428705,0.0014849573,0.00005860606,0.00033496146,0.000025085328,0.00006291819,0.0038472943],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9926259,0.00012936986,0.0005381953,0.0014956732,0.002358313,0.0028525442],"domain_scores_gemma":[0.99838096,0.00007941779,0.00012376766,0.0008039124,0.0000027459564,0.0006092222],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0025312619,0.00046482863,0.00033271094,0.0012574905,0.0033081113,0.00019672637,0.0020160952,0.00021794249,0.0021569612],"category_scores_gemma":[0.00008160034,0.00047057593,0.00008372426,0.0046130395,0.0047295894,0.0011327858,0.005235303,0.000757968,0.017760625],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017482922,0.0002264489,0.17700577,0.000003548857,0.000013149631,0.00015209145,0.0019789743,0.00068066973,0.8012132,0.000118246775,0.0022644673,0.016325926],"study_design_scores_gemma":[0.0007458401,0.0005019424,0.73371696,0.000027640066,0.000014502944,0.00003745124,0.022763293,0.00018664903,0.1791515,0.0012160152,0.060316544,0.0013216289],"about_ca_topic_score_codex":0.000073547104,"about_ca_topic_score_gemma":0.000013693747,"teacher_disagreement_score":0.6220617,"about_ca_system_score_codex":0.004491657,"about_ca_system_score_gemma":0.000046337027,"threshold_uncertainty_score":0.9997746},"labels":[],"label_agreement":null},{"id":"W4388693066","doi":"10.1073/pnas.2317870120","title":"PNAS establishes a Statistical Review Committee","year":2023,"lang":"en","type":"review","venue":"Proceedings of the National Academy of Sciences","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Anthropocene; Climate change; Existentialism; Environmental planning; Face (sociological concept); Resource (disambiguation); Political science; Environmental resource management; Environmental ethics; Geography; Computer science; Sociology; Biology; Ecology; Economics; Law; Social science","score_opus":0.11230416655831339,"score_gpt":0.40544033074176333,"score_spread":0.29313616418344995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388693066","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001377056,0.9682707,3.805245e-7,0.00076159707,0.000043791435,0.00096935575,0.00020641481,0.000025196437,0.02958484],"genre_scores_gemma":[0.0002948338,0.99790674,0.0005984094,0.00032734234,0.00004908819,0.000045292145,0.000001460358,0.000013813413,0.00076301186],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965997,0.00003058652,0.00070178276,0.00035698342,0.0020642579,0.00024670287],"domain_scores_gemma":[0.9986255,0.0003514374,0.0009213996,0.000013570581,0.0000165154,0.00007155895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019334811,0.0002250694,0.0007893409,0.00006720287,0.00022461636,0.000029951716,0.0015436675,0.00015071215,0.0003697953],"category_scores_gemma":[0.00070040365,0.00013471878,0.00025711636,0.0012884174,0.0018714888,0.0004180783,0.000790555,0.0003422373,0.00010366603],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006079603,0.0005488911,0.0036674587,0.087072805,0.00031832833,1.8863598e-7,0.00027230277,0.000012600228,0.00038067577,0.03599656,0.2726266,0.5990975],"study_design_scores_gemma":[0.00012455409,0.000090273985,0.008708705,0.040339712,0.0005845769,0.000021184145,0.0000833809,0.000023524872,0.00007255259,0.038955666,0.9104345,0.00056137756],"about_ca_topic_score_codex":0.000023598492,"about_ca_topic_score_gemma":1.5561493e-7,"teacher_disagreement_score":0.6378079,"about_ca_system_score_codex":0.00019520937,"about_ca_system_score_gemma":0.000030469611,"threshold_uncertainty_score":0.68955785},"labels":[],"label_agreement":null},{"id":"W4388864003","doi":"10.1002/ieam.4868","title":"A shift from individual species to ecosystem services effect: Introducing the Eco-indicator Sensitivity Distribution (EcoSD) as an ecosystem services approach to redefining the species sensitivity distribution (SSD) for soil ecological risk assessment","year":2023,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ecosystem; Ecosystem services; Environmental science; Environmental resource management; Ecosystem health; Ecological indicator; Ecology; Biology","score_opus":0.009772130434380518,"score_gpt":0.24862103094218613,"score_spread":0.2388489005078056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388864003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97844005,0.00001073232,0.0068013743,0.0013142406,0.000458734,0.0039236327,0.0074686278,0.00021578169,0.0013668367],"genre_scores_gemma":[0.98802716,0.00017501411,0.0009081118,0.0005501663,0.00025801442,0.0010522123,0.00878824,0.00006028378,0.00018082648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99379116,0.0014698728,0.0007633997,0.0015776557,0.0013178309,0.0010800672],"domain_scores_gemma":[0.99763274,0.0006172239,0.00046444574,0.0008080612,0.000008313066,0.00046920724],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0038858892,0.00082798826,0.0007145701,0.00008941317,0.0020923838,0.00083723775,0.0006502839,0.0002325276,0.00021162393],"category_scores_gemma":[0.00001832176,0.0005514438,0.0002371556,0.0005234977,0.00022450267,0.00066484127,0.0019510414,0.0005631395,0.00035236432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060091104,0.002954104,0.9062301,0.00047953596,0.0018921554,0.00013375957,0.008191341,0.030128239,0.012317194,0.0025473393,0.004193719,0.030331602],"study_design_scores_gemma":[0.00087757333,0.00064871996,0.9509556,0.00009125472,0.00043512724,0.000008150755,0.016000202,0.018408116,0.0007258434,0.00028012818,0.010890259,0.00067901076],"about_ca_topic_score_codex":0.0013470472,"about_ca_topic_score_gemma":0.0036845307,"teacher_disagreement_score":0.044725515,"about_ca_system_score_codex":0.0022598293,"about_ca_system_score_gemma":0.000018758696,"threshold_uncertainty_score":0.9996937},"labels":[],"label_agreement":null},{"id":"W4389220562","doi":"10.1007/978-3-031-46522-2_6","title":"Urban Environmental Sustainability: Challenges and Opportunities","year":2023,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Lagging; Sustainability; Transformative learning; Urban sustainability; Environmental planning; Work (physics); Urban planning; Political science; Environmental resource management; Geography; Sociology; Engineering; Civil engineering; Economics; Ecology","score_opus":0.028109353478838493,"score_gpt":0.22811654929152825,"score_spread":0.20000719581268975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389220562","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01625744,0.0048271725,0.000005439659,0.0026019802,0.00027569005,0.0018857957,0.00006869172,0.00044906186,0.9736287],"genre_scores_gemma":[0.02187662,0.021101132,0.00014749663,0.00018890525,0.00008842186,0.00014978513,0.00019744903,0.0001921657,0.956058],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963687,0.00006051616,0.0006310485,0.00095651485,0.0008800992,0.0011031172],"domain_scores_gemma":[0.9987329,0.000076361066,0.0002941297,0.00047066828,0.000016569393,0.00040933574],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055346626,0.000858772,0.00070560497,0.00016596446,0.0007325208,0.00013343873,0.00038242346,0.00047847332,0.0024382682],"category_scores_gemma":[0.000034469474,0.000890287,0.000124304,0.000035765963,0.0012558098,0.00089678704,0.002018087,0.00041006829,0.00056182494],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033807172,0.0005104596,0.0071339277,0.0031858527,0.0012532086,0.005938854,0.05548441,0.000029023257,0.000106542226,0.55850095,0.042181175,0.32533753],"study_design_scores_gemma":[0.0002836492,0.00017572696,0.016888324,0.000067747394,0.00006572298,0.000021645128,0.032545578,8.658401e-7,0.000070541915,0.06295803,0.8857385,0.0011837062],"about_ca_topic_score_codex":0.000040117906,"about_ca_topic_score_gemma":0.000056275185,"teacher_disagreement_score":0.8435573,"about_ca_system_score_codex":0.0025398722,"about_ca_system_score_gemma":0.00019392642,"threshold_uncertainty_score":0.9993548},"labels":[],"label_agreement":null},{"id":"W4389254627","doi":"10.1007/978-3-031-46522-2","title":"Prioritizing the Environment in Urban Sustainability Planning","year":2023,"lang":"en","type":"book","venue":"Sustainable development goals series","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainability; Environmental planning; Urban planning; Business; Geography; Environmental resource management; Environmental science; Engineering; Civil engineering; Biology; Ecology","score_opus":0.010877789692650736,"score_gpt":0.24706603609528474,"score_spread":0.236188246402634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389254627","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20565712,0.0014588034,0.000105748484,0.003376943,0.00083102257,0.0083490815,0.00004557211,0.0006858518,0.7794899],"genre_scores_gemma":[0.02400876,0.00017302654,0.0002684515,0.00018076804,0.00010069111,0.00045273325,0.00015160521,0.00014518037,0.9745188],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953006,0.0001893116,0.000866229,0.00092793716,0.0011097959,0.0016061619],"domain_scores_gemma":[0.9986155,0.00018376941,0.00033792524,0.00063907285,0.00001723938,0.0002064888],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014053697,0.0007447996,0.00064715935,0.00015518688,0.0009932393,0.00020956056,0.00082595367,0.00041788717,0.000774548],"category_scores_gemma":[0.00013755908,0.0006328677,0.00014551397,0.00033672104,0.0007746922,0.00071019743,0.0022038072,0.0008398871,0.0008049345],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040272955,0.0010640069,0.5532156,0.0033394885,0.000713926,0.009033397,0.14758012,0.0077448282,0.00021968017,0.014255874,0.24189074,0.020539567],"study_design_scores_gemma":[0.00039921168,0.00009131151,0.17550565,0.0001476454,0.000035650515,0.000006479643,0.028600007,0.0000068165614,0.00007301034,0.038087655,0.7559515,0.001095011],"about_ca_topic_score_codex":0.00023121898,"about_ca_topic_score_gemma":0.000112133144,"teacher_disagreement_score":0.5140608,"about_ca_system_score_codex":0.013334532,"about_ca_system_score_gemma":0.0007021402,"threshold_uncertainty_score":0.99997306},"labels":[],"label_agreement":null},{"id":"W4389254732","doi":"10.1007/978-3-031-46522-2_2","title":"Enabling Environmental Sustainability","year":2023,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainability; Resilience (materials science); Balanced scorecard; Environmental planning; Adaptation (eye); Environmental resource management; Business; Environmental Sustainability Index; Climate change; Ecosystem services; Sustainability organizations; Process management; Geography; Ecosystem; Environmental science; Ecology; Psychology","score_opus":0.010187802112855592,"score_gpt":0.2280309216929356,"score_spread":0.21784311958008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389254732","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030433344,0.00029099,0.000056464436,0.00068265334,0.000537531,0.0026886535,0.00008191691,0.0007207634,0.9645077],"genre_scores_gemma":[0.033122066,0.00048863457,0.0004345034,0.00017988287,0.00012144904,0.00015908347,0.00037779118,0.00024965632,0.96486694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995105,0.000056127912,0.0008741321,0.0011638271,0.0012667197,0.0015341539],"domain_scores_gemma":[0.99840695,0.00008003701,0.00040373768,0.00067428814,0.000022467653,0.0004125072],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006854023,0.0009790953,0.00076266786,0.00018180923,0.0011070683,0.00019309124,0.0006665322,0.00059654564,0.011863134],"category_scores_gemma":[0.000082298735,0.0010244206,0.00024895443,0.00014129342,0.00087459927,0.0009870874,0.0023038222,0.00063023693,0.004899203],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017597491,0.0028329773,0.13789824,0.006916978,0.0045308983,0.021129005,0.060211863,0.003118133,0.0027540966,0.37611732,0.16216674,0.22056401],"study_design_scores_gemma":[0.00039247004,0.00013869113,0.014810832,0.00006348068,0.00007363258,0.000015519046,0.009963712,0.0000021109051,0.0005931367,0.079804465,0.8925244,0.0016175065],"about_ca_topic_score_codex":0.0001243197,"about_ca_topic_score_gemma":0.00007776542,"teacher_disagreement_score":0.7303577,"about_ca_system_score_codex":0.006781456,"about_ca_system_score_gemma":0.00030675257,"threshold_uncertainty_score":0.9992206},"labels":[],"label_agreement":null},{"id":"W4389330115","doi":"10.2307/j.ctt1d988vx.13","title":"Impacts of Canada-China Environmental Research","year":2016,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Geography; Archaeology","score_opus":0.016232532995797126,"score_gpt":0.2315017234910318,"score_spread":0.21526919049523466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389330115","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003173547,0.0000017906068,0.0000037367588,0.00012394485,0.00013367129,0.00051238295,0.001552623,0.000030702802,0.9944676],"genre_scores_gemma":[0.23648492,0.00016249489,0.00004079025,0.00004690871,0.00004229422,0.000001097067,0.000023516455,0.000061147206,0.76313686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964855,0.00015344862,0.0003286566,0.00067494414,0.0015638769,0.0007935999],"domain_scores_gemma":[0.99837506,0.00011340626,0.00032582844,0.0006557477,0.000009431526,0.0005205398],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027632088,0.0004914033,0.00051249395,0.00010930072,0.0006387395,0.000015132728,0.00079404045,0.00041262558,0.0020715124],"category_scores_gemma":[0.000010721083,0.00047541736,0.00020673325,0.000016839422,0.0010448605,0.00020681549,0.0016192102,0.0006514295,0.00007974608],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014773256,0.0008757288,0.011014303,0.0004422264,0.0021119085,0.003263995,0.0018584037,0.000114934424,0.014102297,0.82953703,0.10625786,0.028943984],"study_design_scores_gemma":[0.0007309222,0.00018210647,0.0058034332,0.0001496137,0.000086334745,0.000003166763,0.00009924281,0.0000015392123,0.0026117726,0.0015182932,0.9881554,0.00065814774],"about_ca_topic_score_codex":0.23288181,"about_ca_topic_score_gemma":0.0018088898,"teacher_disagreement_score":0.88189757,"about_ca_system_score_codex":0.0038453026,"about_ca_system_score_gemma":0.00010063591,"threshold_uncertainty_score":0.9999788},"labels":[],"label_agreement":null},{"id":"W4389569461","doi":"10.1111/cag.12775","title":"Issue Information / Dans ce numéro","year":2023,"lang":"fr","type":"paratext","venue":"Canadian Geographies / Géographies canadiennes","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citation; Information retrieval; Computer science; Library science; World Wide Web","score_opus":0.007403479318245295,"score_gpt":0.21383630197000733,"score_spread":0.20643282265176205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389569461","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33314145,0.0034629272,0.00002149381,0.0058044675,0.04452517,0.0029844898,0.016671373,0.00038998586,0.5929987],"genre_scores_gemma":[0.3975908,0.07369602,0.0005589839,0.009026611,0.004643035,0.0012538185,0.014605522,0.0008992527,0.49772596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916037,0.00032406193,0.0014178819,0.0012766172,0.0011462,0.0042315377],"domain_scores_gemma":[0.9930868,0.00022968347,0.00068614417,0.0012957122,0.00007854778,0.0046231253],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.00049076445,0.0017518768,0.0012866829,0.004291492,0.0028688854,0.0007862953,0.001970799,0.0015000404,0.050987944],"category_scores_gemma":[0.00013377139,0.0020208235,0.0010304803,0.009540288,0.006304405,0.0025497454,0.00046142132,0.0012830852,0.088273026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017746572,0.000057390822,0.08008754,0.00025678898,0.0005276263,0.00016223776,0.007212821,0.0004606527,0.000046951016,0.0006249983,0.89264697,0.017898273],"study_design_scores_gemma":[0.0004042639,0.00023559715,0.20946367,0.00023858172,0.00020825045,0.00003820105,0.03161799,0.0000436076,0.000027367609,0.00069545687,0.7552297,0.001797324],"about_ca_topic_score_codex":0.9660907,"about_ca_topic_score_gemma":0.99501956,"teacher_disagreement_score":0.13741729,"about_ca_system_score_codex":0.002586618,"about_ca_system_score_gemma":0.000489975,"threshold_uncertainty_score":0.9997962},"labels":[],"label_agreement":null},{"id":"W4389728511","doi":"10.4324/9780429426162-5","title":"Implementing the precautionary approach for seabed mining: a review of state practice","year":2023,"lang":"en","type":"review","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada; European Commission; Government of the United Kingdom","keywords":"Seabed; State (computer science); Precautionary principle; Environmental science; Computer science; Oceanography; Geology; Ecology; Algorithm; Biology","score_opus":0.11589435200524796,"score_gpt":0.4286977014053421,"score_spread":0.31280334940009413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389728511","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000010662669,0.9687732,0.00045676704,0.00012511485,0.00006562774,0.003380725,0.00015431695,0.00003726844,0.027005931],"genre_scores_gemma":[4.5694375e-7,0.98335165,0.0068067517,0.00040825907,0.00004299729,0.0007923407,0.00032880285,0.00005357562,0.008215169],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99743813,0.00034049028,0.0008219342,0.00039021496,0.0005288304,0.00048041472],"domain_scores_gemma":[0.9979214,0.0007608732,0.0008671633,0.0003648035,0.000008393357,0.0000773591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023417063,0.00030951842,0.00091527944,0.000022438782,0.000247166,0.000023632196,0.0005026068,0.00008723483,0.00061824545],"category_scores_gemma":[0.00027118792,0.00018579743,0.0004896716,0.0004060042,0.00015638038,0.00022499,0.0007444108,0.00017557704,0.00011028045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031632935,0.00017378043,0.000019983563,0.07093654,0.00033306485,0.0000012626292,0.00021759474,0.0000033193198,9.724314e-7,0.0000551169,0.025393078,0.90286213],"study_design_scores_gemma":[0.0000763364,0.000045377736,0.000016650793,0.008173742,0.0008034544,0.000007661374,0.00029329275,0.000023836765,5.279806e-7,0.000034002813,0.99031407,0.00021106882],"about_ca_topic_score_codex":0.00008781866,"about_ca_topic_score_gemma":0.0000050073236,"teacher_disagreement_score":0.964921,"about_ca_system_score_codex":0.00026108767,"about_ca_system_score_gemma":0.000055546796,"threshold_uncertainty_score":0.7576599},"labels":[],"label_agreement":null},{"id":"W4390151370","doi":"10.1016/j.eiar.2023.107403","title":"Re-grounding cumulative effects assessments in ecological resilience","year":2023,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"University of British Columbia","keywords":"Resilience (materials science); Cumulative effects; Environmental science; Environmental resource management; Ecology; Environmental planning; Biology; Physics","score_opus":0.026803550939104026,"score_gpt":0.40078072925964797,"score_spread":0.37397717832054395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390151370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97595525,0.0010513534,0.00011488635,0.00046056948,0.00030835994,0.00218211,0.000031660216,0.00018844998,0.01970739],"genre_scores_gemma":[0.97919214,0.016551754,0.0007346709,0.0014341047,0.000055675806,0.00036612537,0.00021371941,0.00007148575,0.001380331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943752,0.00075480493,0.00094656466,0.0010536114,0.0014852216,0.0013845718],"domain_scores_gemma":[0.99798006,0.00044583337,0.00038712684,0.00067824044,0.0000019210763,0.0005068291],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016810506,0.00071910885,0.00094656314,0.00015986116,0.0003577299,0.000094006704,0.00071163714,0.00020775892,0.009906784],"category_scores_gemma":[0.00009160292,0.0006060746,0.0003999832,0.0012551988,0.00041474812,0.0012490564,0.001061913,0.0006843067,0.0040371027],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016644053,0.0010110933,0.96561015,0.0002226342,0.000065856766,0.00027883897,0.0002022714,0.00084480987,0.005300259,0.000028160013,0.0061706807,0.020248624],"study_design_scores_gemma":[0.00086114137,0.0005212598,0.99313086,0.00069530855,0.00006981358,0.000008811423,0.0002833448,0.0009032319,0.00014013401,0.00044126654,0.002270623,0.0006741996],"about_ca_topic_score_codex":0.00022626732,"about_ca_topic_score_gemma":0.00006327245,"teacher_disagreement_score":0.027520739,"about_ca_system_score_codex":0.0042415108,"about_ca_system_score_gemma":0.00003912032,"threshold_uncertainty_score":0.99963903},"labels":[],"label_agreement":null},{"id":"W4390227167","doi":"10.2139/ssrn.4643874","title":"Rights, Resilience, and Responsive Governance: Ensuring Inclusive Environmental Assessments and Climate Planning. Nova Scotia Environmental Racism Panel","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Nova scotia; Resilience (materials science); Corporate governance; Nova (rocket); Racism; Environmental justice; Political science; Environmental planning; Environmental resource management; Environmental science; Business; Sociology; Engineering; Law","score_opus":0.00946462766835619,"score_gpt":0.27865352873530363,"score_spread":0.26918890106694743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390227167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996863,0.0009074789,0.00006699887,0.00023040533,0.00021167281,0.00032493772,0.000077898505,0.000048244132,0.0012693426],"genre_scores_gemma":[0.98887706,0.009068801,0.00013566931,0.00015845144,0.00012180812,0.000007877043,0.00003575984,0.000050426046,0.0015441235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949225,0.00021850593,0.00047947507,0.0006837481,0.00094345893,0.0027522955],"domain_scores_gemma":[0.9989257,0.0001263695,0.00035300822,0.0002432032,0.0000017152745,0.0003499912],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013689315,0.00045184506,0.0003677545,0.000097178454,0.0011147379,0.0001304752,0.0003586715,0.00017988578,0.00037818498],"category_scores_gemma":[0.000021239237,0.0004197515,0.00009897918,0.00021195751,0.0006843872,0.00092987926,0.00110066,0.001438761,0.0005000866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033585876,0.00027395657,0.93881834,0.000011503085,0.00021507865,0.00024005948,0.0018970263,0.0003389691,0.032601655,0.0011243001,0.0003042433,0.02383899],"study_design_scores_gemma":[0.0016505393,0.0005705269,0.9725737,0.000048625916,0.00007586005,0.0006646462,0.00567625,0.00031474515,0.00060584745,0.015770253,0.001423797,0.00062521495],"about_ca_topic_score_codex":0.00023276883,"about_ca_topic_score_gemma":0.00028218282,"teacher_disagreement_score":0.033755332,"about_ca_system_score_codex":0.002544242,"about_ca_system_score_gemma":0.00008033215,"threshold_uncertainty_score":0.9998254},"labels":[],"label_agreement":null},{"id":"W4390639683","doi":"10.1007/s00267-023-01930-w","title":"Analyzing the effectiveness of environmental impact assessment in Paraná, Brazil and California, United States with fuzzy-set qualitative comparative analysis and the analytical hierarchy process","year":2024,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"Universidade Positivo","keywords":"Stakeholder; Normative; Qualitative comparative analysis; Stakeholder analysis; Environmental resource management; Public participation; Stakeholder engagement; Management science; Process management; Environmental planning; Business; Political science; Public relations; Engineering; Computer science; Geography; Economics","score_opus":0.010064842866873765,"score_gpt":0.34149715421261934,"score_spread":0.3314323113457456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390639683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955202,0.0004286531,0.001053525,0.00029120524,0.000018817393,0.0012547123,0.00027806993,0.000018092976,0.0011367244],"genre_scores_gemma":[0.9984387,0.00076450885,0.00015771949,0.000089064335,0.000008099131,0.00018047192,0.00024217673,0.000024386896,0.00009487818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99616975,0.001451981,0.00049187336,0.00069180416,0.0007248571,0.00046974944],"domain_scores_gemma":[0.9983577,0.0010034017,0.00015092059,0.00032957847,0.0000012263607,0.00015713653],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021275894,0.00045249256,0.0006255757,0.00025235413,0.0002919528,0.00013297977,0.0002907093,0.00006473468,0.00043528862],"category_scores_gemma":[0.0000044730696,0.00025071818,0.00017262093,0.001000687,0.0027802926,0.00033730676,0.0004903519,0.0004073065,0.000025173575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014721567,0.00069349946,0.93347573,0.00018276494,0.00452783,0.0000773907,0.026819644,0.028716663,0.0003828054,0.0009997435,0.0000386845,0.0026130765],"study_design_scores_gemma":[0.0019161502,0.0003182845,0.9451077,0.00007888094,0.001094373,0.000006792653,0.027103761,0.021710677,0.00010977943,0.0020685869,0.000121492594,0.00036354735],"about_ca_topic_score_codex":0.00068584864,"about_ca_topic_score_gemma":0.000094632625,"teacher_disagreement_score":0.011631935,"about_ca_system_score_codex":0.00070859573,"about_ca_system_score_gemma":0.000007298012,"threshold_uncertainty_score":0.9999945},"labels":[],"label_agreement":null},{"id":"W4390800678","doi":"10.1515/9780887552908-025","title":"Will There Be Lasting Gains? Sustainability Assessment, Keeyask, and the Manitoba Power System Plan","year":2022,"lang":"en","type":"book-chapter","venue":"University of Manitoba Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Plan (archaeology); Environmental planning; Geography; Environmental resource management; Environmental science; Archaeology; Ecology; Biology","score_opus":0.021726419706175407,"score_gpt":0.21648101638668613,"score_spread":0.1947545966805107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390800678","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048159424,0.00006234711,0.000048315178,0.00008707194,0.00014679768,0.0010223502,0.00017446326,0.000068556525,0.95023066],"genre_scores_gemma":[0.8382293,0.00010404403,0.0001235133,0.0000932558,0.000051607323,0.0000038383905,0.000037463433,0.000059963717,0.16129702],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789155,0.00023392001,0.0002657556,0.0005291301,0.0007340648,0.000345565],"domain_scores_gemma":[0.9986523,0.00020507911,0.00047747864,0.00051040715,0.000017984963,0.00013675887],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047657467,0.00039280218,0.0005048623,0.00004118735,0.000872854,0.000048384747,0.0007020457,0.00021549272,0.0007351734],"category_scores_gemma":[0.000008834773,0.00035954587,0.00019742463,0.000011273193,0.0014622625,0.0002605225,0.0019626806,0.0006342943,0.0000069630855],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015082656,0.00040603773,0.04172139,0.0013795419,0.0018326887,0.0012809144,0.01563256,0.00054057315,0.00017724863,0.91546077,0.0057442607,0.014315769],"study_design_scores_gemma":[0.00581751,0.00055695453,0.033251777,0.00032791428,0.0011110272,0.00006347288,0.09642196,0.00022691759,0.000028498436,0.008399435,0.85192585,0.0018687065],"about_ca_topic_score_codex":0.011915882,"about_ca_topic_score_gemma":0.005332655,"teacher_disagreement_score":0.90706134,"about_ca_system_score_codex":0.0016445623,"about_ca_system_score_gemma":0.000040893414,"threshold_uncertainty_score":0.9998857},"labels":[],"label_agreement":null},{"id":"W4390800685","doi":"10.1515/9780887552908","title":"In Our Backyard","year":2022,"lang":"en","type":"book","venue":"University of Manitoba Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Computer science","score_opus":0.02021368943012878,"score_gpt":0.21513059921257627,"score_spread":0.1949169097824475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390800685","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071511124,0.000017677767,0.0000047809413,0.000022649741,0.00015362678,0.0002712679,0.00007651831,0.000016730608,0.9922856],"genre_scores_gemma":[0.007842151,0.000055472534,0.00012730427,0.0000765433,0.000035506888,5.874243e-7,0.00002876372,0.000022249842,0.9918114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988421,0.000074445525,0.0001337502,0.00029201253,0.00043956607,0.00021810361],"domain_scores_gemma":[0.9994792,0.000016840886,0.00017352198,0.0002483052,0.0000019471438,0.00008022196],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000104501174,0.00018805606,0.00027516318,0.00004838787,0.00012008433,0.000006965607,0.0005521086,0.00015740641,0.0023165257],"category_scores_gemma":[0.0000018540393,0.00024833088,0.00012228527,0.000011669928,0.00015333013,0.00010735091,0.0011195678,0.00037281157,0.00012768364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032899342,0.0006555286,0.011865978,0.00022893911,0.00030445924,0.0016485263,0.008131093,0.0008101234,0.00080610375,0.0040224213,0.9574176,0.013780202],"study_design_scores_gemma":[0.00052888563,0.000080440295,0.0037088878,0.000027973047,0.00005132723,0.0000024056121,0.0017197109,0.000007623862,0.000048839294,0.00089240866,0.9926218,0.0003096993],"about_ca_topic_score_codex":0.008432315,"about_ca_topic_score_gemma":0.0048282626,"teacher_disagreement_score":0.035204165,"about_ca_system_score_codex":0.0011907702,"about_ca_system_score_gemma":0.000030477835,"threshold_uncertainty_score":0.9999969},"labels":[],"label_agreement":null},{"id":"W4390935631","doi":"10.2139/ssrn.4698411","title":"A New Model for Selecting Valued Components in Environmental Assessment: Lessons from an Indigenous-Led Cumulative Effects Management Program","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Indigenous; Conceptual model; Set (abstract data type); Conceptual framework; Selection (genetic algorithm); Computer science; Management science; Traditional knowledge; Environmental resource management; Process management; Environmental planning; Geography; Business; Engineering; Sociology; Environmental science; Artificial intelligence","score_opus":0.020024217539711144,"score_gpt":0.348388659353305,"score_spread":0.32836444181359387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390935631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9633099,0.0005620935,0.030782057,0.00021096058,0.00049099216,0.0037313236,0.000103666665,0.00012416214,0.00068488135],"genre_scores_gemma":[0.97356826,0.0010370621,0.022123536,0.000110451845,0.00027180612,0.00044972205,0.00044956905,0.00017271149,0.0018168876],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9930968,0.0003446253,0.0008131136,0.0012468549,0.0010704265,0.0034281549],"domain_scores_gemma":[0.9985298,0.00008188451,0.0005149862,0.0004405261,0.000003998777,0.000428811],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014573317,0.0008370855,0.0007656764,0.0002081043,0.00050938857,0.00035823503,0.0009634263,0.0004582905,0.00010226829],"category_scores_gemma":[0.000008322986,0.0008418244,0.00042138176,0.00021271636,0.00011650096,0.00040954162,0.0016653693,0.0049980525,0.00007231368],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070166955,0.008226717,0.106465355,0.00041294828,0.005479795,0.00018371681,0.02718238,0.15717782,0.010378029,0.0068120672,0.0002134426,0.67676604],"study_design_scores_gemma":[0.003452554,0.00095095695,0.07927086,0.00036282217,0.0007107225,0.000026335534,0.0022474234,0.20267484,0.00011962836,0.708769,0.00007561676,0.0013392321],"about_ca_topic_score_codex":0.0018531878,"about_ca_topic_score_gemma":0.0027753029,"teacher_disagreement_score":0.7019569,"about_ca_system_score_codex":0.014368048,"about_ca_system_score_gemma":0.00068366225,"threshold_uncertainty_score":0.99940324},"labels":[],"label_agreement":null},{"id":"W4391076924","doi":"10.11594/ijssr.04.02.02","title":"Contribution of the Landscape Evaluation in the Study of the Impact on Environment: Application of the Hydro-Québec Method on the Technical Landfill Center of Hamici, Tipaza (Algeria)","year":2023,"lang":"en","type":"article","venue":"Indonesian Journal of Social Science Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Environmental impact assessment; Unit (ring theory); Scope (computer science); Impact assessment; Capital city; Work (physics); Environmental science; Environmental planning; Christian ministry; Municipal solid waste; Environmental resource management; Environmental protection; Civil engineering; Geography; Engineering; Computer science; Waste management; Archaeology","score_opus":0.046278397480787756,"score_gpt":0.4195879347162694,"score_spread":0.3733095372354816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391076924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952015,0.000005551973,0.000018202754,0.0025360489,0.000045501496,0.0011765291,0.000013823526,0.0000011931722,0.0010016076],"genre_scores_gemma":[0.9998857,0.0000098647415,0.000003667009,0.000026896823,0.00003288421,0.00002513084,5.3608454e-7,0.0000058044284,0.0000095213445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9933446,0.0021101064,0.00051141955,0.00016469884,0.003562489,0.0003066608],"domain_scores_gemma":[0.9983028,0.0005610444,0.00064596435,0.00039162688,0.000057587786,0.00004095938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013884237,0.00010486788,0.00022015152,0.00008934359,0.00054670364,0.000021228623,0.0016571904,0.0000681941,0.00006723469],"category_scores_gemma":[0.0004231604,0.00004032901,0.00018836452,0.001757774,0.0016351531,0.00013892609,0.00038376046,0.00052257645,0.000004719361],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019860169,0.001389181,0.8056459,0.0000056811505,0.000030127163,6.0095914e-7,0.008974569,0.0029343895,0.17413396,0.00034819476,0.00014676382,0.0061920388],"study_design_scores_gemma":[0.0006160633,0.00042202754,0.9828857,0.00003296794,0.000017431332,0.0000021821027,0.0043047545,0.00061328063,0.010268286,0.0007833069,0.000014659339,0.000039350823],"about_ca_topic_score_codex":0.0012258032,"about_ca_topic_score_gemma":0.0002297943,"teacher_disagreement_score":0.17723979,"about_ca_system_score_codex":0.00063039275,"about_ca_system_score_gemma":0.00016911954,"threshold_uncertainty_score":0.602479},"labels":[],"label_agreement":null},{"id":"W4391229349","doi":"10.1080/14615517.2024.2306757","title":"Tools for Indigenous-led impact assessment: insights from five case studies","year":2024,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Operationalization; Indigenous; Environmental planning; Process (computing); Work (physics); Resource (disambiguation); Corporate governance; Environmental resource management; Computer science; Geography; Business; Engineering; Ecology","score_opus":0.03838217146049753,"score_gpt":0.4463092445177232,"score_spread":0.40792707305722564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391229349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910784,0.0011307178,0.00085741276,0.00012801107,0.00084531266,0.0018705156,0.0006058019,0.0002136255,0.0032702296],"genre_scores_gemma":[0.99403965,0.00044452242,0.0038224247,0.000106792526,0.00042880027,0.00039294508,0.00037829616,0.000092654656,0.0002938918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967115,0.0002500911,0.0005767337,0.0009149294,0.0006567688,0.00088997436],"domain_scores_gemma":[0.9972072,0.0018504701,0.00018745085,0.0003831474,0.000020608657,0.00035111743],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004941221,0.00073862966,0.0007515353,0.0001677983,0.00071576505,0.0010285733,0.00028334212,0.0002488154,0.00063859206],"category_scores_gemma":[0.00008274312,0.0005303328,0.0004479726,0.00048096653,0.000379078,0.0023360602,0.00041733115,0.00050276564,0.00005676873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074745185,0.0025166143,0.5523457,0.00056536146,0.00984219,0.0057802405,0.120684914,0.00075268873,0.039441604,0.0011146993,0.027215587,0.23899294],"study_design_scores_gemma":[0.0075878217,0.007878059,0.892576,0.00046984223,0.0018339457,0.0014726715,0.038990438,0.019482983,0.0012586282,0.011011347,0.013060289,0.0043780175],"about_ca_topic_score_codex":0.0030299488,"about_ca_topic_score_gemma":0.0003448754,"teacher_disagreement_score":0.34023026,"about_ca_system_score_codex":0.0015219548,"about_ca_system_score_gemma":0.0003353823,"threshold_uncertainty_score":0.99971485},"labels":[],"label_agreement":null},{"id":"W4391312693","doi":"10.4018/979-8-3693-1178-3.ch005","title":"A Comparative Study of Environmental Impact Assessment (EIA) Practices in India and Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in medical education, research, and ethics (AMERE) book series","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Environmental planning; Geography; Environmental protection; Biology; Ecology","score_opus":0.04898204864853295,"score_gpt":0.46989681403308214,"score_spread":0.4209147653845492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391312693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7241774,0.013979292,4.4861824e-7,0.0018328816,0.00036477984,0.0013914278,0.0001031191,0.000010031833,0.2581406],"genre_scores_gemma":[0.87798643,0.09127542,0.00006131129,0.0002729822,0.00007064803,0.00010293183,0.00005620022,0.000033724744,0.030140368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99576193,0.00030297603,0.00058167404,0.00063498184,0.0023034958,0.00041495133],"domain_scores_gemma":[0.99810207,0.00090905203,0.00032481298,0.00025028858,0.00001704377,0.00039670916],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016694107,0.00033860008,0.0005585589,0.00016735632,0.00024010762,0.00005835926,0.00031391985,0.00034730692,0.0022937313],"category_scores_gemma":[0.00024511383,0.00029627027,0.000030818475,0.000110400564,0.0026624629,0.0013726046,0.00053856365,0.002891386,0.000010215887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004199824,0.0048598675,0.7937472,0.001067863,0.0004114212,0.00033201132,0.14721543,0.00005611387,0.00009803735,0.03087998,0.0024360444,0.01847605],"study_design_scores_gemma":[0.0011111235,0.002364645,0.6225604,0.001282636,0.00007190236,0.000041402254,0.14010698,0.00003270217,0.00001805235,0.0498001,0.18168882,0.000921235],"about_ca_topic_score_codex":0.15835012,"about_ca_topic_score_gemma":0.6054008,"teacher_disagreement_score":0.4470507,"about_ca_system_score_codex":0.0013248154,"about_ca_system_score_gemma":0.0018689177,"threshold_uncertainty_score":0.9999489},"labels":[],"label_agreement":null},{"id":"W4391714939","doi":"10.1007/978-3-031-17299-1_3281","title":"World City Development Index: Global Urban Observatory","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Index (typography); Geography; Observatory; Regional science; Computer science; World Wide Web; Astronomy; Physics","score_opus":0.04285897895911126,"score_gpt":0.26204637696188504,"score_spread":0.2191873980027738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391714939","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060166153,0.000020642994,0.000045050027,0.00008690604,0.00048034047,0.00030592916,0.000038718743,0.00021216129,0.9927936],"genre_scores_gemma":[0.02465363,0.000031027863,0.00051157415,0.00090785074,0.00012411254,0.000016961743,0.00007343141,0.00006307989,0.9736183],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976019,0.0000144140595,0.00040675869,0.000579734,0.0009262826,0.00047089809],"domain_scores_gemma":[0.99914587,0.000024801171,0.00016884095,0.00034205802,0.0000031110098,0.00031533538],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017491652,0.0004734998,0.00036225538,0.000033617318,0.00023033147,0.00004790655,0.00044251903,0.0002974998,0.02473513],"category_scores_gemma":[0.0000049577307,0.00045050465,0.00015723369,0.00009589986,0.00027945085,0.00017884784,0.00095617754,0.00033642453,0.013987109],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020842534,0.00012629818,0.80697036,0.000024443538,0.00023776306,0.000110193454,0.00031469064,0.000030163676,0.000026212661,0.016900834,0.15243652,0.022801671],"study_design_scores_gemma":[0.00018097571,0.000019904719,0.4503042,0.00004007841,0.000023781939,0.0000011318238,0.000021512038,0.0000052512096,0.000019366023,0.008554219,0.54021794,0.00061165023],"about_ca_topic_score_codex":0.00025831888,"about_ca_topic_score_gemma":0.004060651,"teacher_disagreement_score":0.38778138,"about_ca_system_score_codex":0.002178925,"about_ca_system_score_gemma":0.000048566577,"threshold_uncertainty_score":0.99979466},"labels":[],"label_agreement":null},{"id":"W4391729900","doi":"10.1007/978-3-031-17299-1_304424","title":"Sustainability Measures for Fraser Basin, British Columbia, Canada","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Structural basin; Geography; Environmental resource management; Environmental science; Geology; Ecology; Geomorphology; Biology","score_opus":0.01174507497398482,"score_gpt":0.22701621825314156,"score_spread":0.21527114327915672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391729900","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061238175,0.000026840196,0.0000896686,0.000623025,0.00061374606,0.0017327262,0.0009352179,0.00012723205,0.98972774],"genre_scores_gemma":[0.0332278,0.000058924797,0.00009707174,0.0009103789,0.00009942403,0.00006837799,0.00013043999,0.000089334564,0.96531826],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791044,0.000017631857,0.00031161957,0.0005493916,0.0007381959,0.00047273113],"domain_scores_gemma":[0.9992117,0.00010467291,0.00011527083,0.00030198204,0.000018487257,0.00024783774],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022805933,0.00023148058,0.00038162456,0.0000081908765,0.00034426738,0.00017695891,0.0002917453,0.00026499253,0.016766923],"category_scores_gemma":[0.00007455131,0.00035378672,0.00018391914,0.000029933119,0.0002590251,0.00011817617,0.00028243987,0.000214111,0.00014160514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009155808,0.00004387513,0.04169904,0.00006645833,0.00008819028,0.000075661315,0.00002496358,0.00002139562,0.0000034959426,0.00029255977,0.92586786,0.031807378],"study_design_scores_gemma":[0.00030663627,0.000080214144,0.07589458,0.000029277382,0.000058614125,0.0000017583203,0.00015352703,0.0000059741537,0.000004623189,0.03947069,0.88341445,0.0005796529],"about_ca_topic_score_codex":0.98211706,"about_ca_topic_score_gemma":0.99923515,"teacher_disagreement_score":0.04245338,"about_ca_system_score_codex":0.0029687735,"about_ca_system_score_gemma":0.00025402955,"threshold_uncertainty_score":0.9998914},"labels":[],"label_agreement":null},{"id":"W4391821437","doi":"10.1111/cag.12905","title":"Aménagement, développement et environnement au QuébecPar ClermontDugas, Québec: Les Presses de l'Université du Québec. 2022. 408 pages. 37,99 $ (PDF). ISBN : 9782760557109","year":2024,"lang":"fr","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Citation; Humanities; Library science; Art; Computer science","score_opus":0.00802480970696798,"score_gpt":0.2030753406954276,"score_spread":0.19505053098845962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391821437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68801594,0.15820804,0.000094166135,0.12544064,0.0033348142,0.0017713893,0.0015929255,0.0003114833,0.021230582],"genre_scores_gemma":[0.7758338,0.20766258,0.0002418265,0.0023430074,0.00048363835,0.00024237503,0.00031757526,0.00021390119,0.01266129],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99213,0.00049963425,0.0010095015,0.0017572158,0.0009614163,0.0036422613],"domain_scores_gemma":[0.9948783,0.00031536864,0.00029721684,0.0010114561,0.000040410174,0.003457255],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0008493408,0.0014593252,0.0008899581,0.0017902066,0.0025049655,0.00074746046,0.0015433541,0.0005759365,0.03762661],"category_scores_gemma":[0.0000855815,0.0016516829,0.0009493208,0.0032791856,0.0051026116,0.0013475682,0.00066287594,0.0009404208,0.0014885954],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029345509,0.00024384835,0.46459615,0.00032364478,0.0011300364,0.0010562316,0.009963627,0.00028305643,0.00031952615,0.0010054078,0.42840043,0.0926487],"study_design_scores_gemma":[0.0004455068,0.0002808029,0.39002448,0.0003092101,0.0004799362,0.000052797084,0.012489713,0.00009129184,0.00006649064,0.00024937766,0.5943648,0.0011455539],"about_ca_topic_score_codex":0.99835443,"about_ca_topic_score_gemma":0.9999208,"teacher_disagreement_score":0.16596441,"about_ca_system_score_codex":0.009305308,"about_ca_system_score_gemma":0.0023802328,"threshold_uncertainty_score":0.99981564},"labels":[],"label_agreement":null},{"id":"W4392283935","doi":"","title":"Retour d'expériences au Canada, en France et en Australie sur les enjeux et les coûts liés à l'entretien des infrastructures vertes","year":2023,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Computer science; Business","score_opus":0.01401315797326195,"score_gpt":0.26127051930910233,"score_spread":0.2472573613358404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392283935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9389658,0.0013025906,0.0011764104,0.039796285,0.00043952878,0.0003305603,0.00034692732,0.00012558758,0.017516298],"genre_scores_gemma":[0.96029353,0.0031867705,0.0034889027,0.00029700674,0.000044041866,0.000030407416,0.0002213286,0.000048757942,0.03238927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99083275,0.0061530285,0.00051737507,0.0006963195,0.0009336917,0.00086681935],"domain_scores_gemma":[0.9959488,0.0023788942,0.0003206965,0.00077081786,0.00017476399,0.0004060211],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036542816,0.0004442999,0.00037570889,0.000082131926,0.0009400697,0.00031195412,0.001192897,0.00031126177,0.0029709542],"category_scores_gemma":[0.0018200636,0.00046035575,0.00015353686,0.0006997911,0.0012703878,0.00074909715,0.00088332355,0.0006137068,0.0001620365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015250718,0.0004905017,0.7720758,0.00019448031,0.00013540735,0.000042405645,0.08862604,0.0012409291,0.01525418,0.033498187,0.013782529,0.0746443],"study_design_scores_gemma":[0.00040536278,0.000002611993,0.94614345,0.00076304696,0.00003935981,0.000009402541,0.004044343,0.001046876,0.01435126,0.0030268352,0.029673044,0.00049438793],"about_ca_topic_score_codex":0.8126267,"about_ca_topic_score_gemma":0.8127699,"teacher_disagreement_score":0.17406768,"about_ca_system_score_codex":0.0008882139,"about_ca_system_score_gemma":0.0006509558,"threshold_uncertainty_score":0.9997848},"labels":[],"label_agreement":null},{"id":"W4392694552","doi":"10.4337/9781802208870.00008","title":"National legal frameworks for social impact assessment and management","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental resource management; Business; Process management; Environmental science","score_opus":0.021364077546070576,"score_gpt":0.31910889285733646,"score_spread":0.2977448153112659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392694552","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007009887,0.00006016565,0.00040633773,0.0010228326,0.00077953195,0.00089942536,0.00027904392,0.00013009862,0.9957216],"genre_scores_gemma":[0.06763981,0.000055628076,0.0038032553,0.0014005034,0.0014557032,0.00018598825,0.00037440596,0.00021804009,0.9248667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701077,0.000021494056,0.00041437827,0.0007658654,0.0012551498,0.00053232984],"domain_scores_gemma":[0.9992442,0.0000870744,0.00021626981,0.00019936572,0.000019178655,0.00023388087],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006745561,0.00054436695,0.0004230028,0.00012852976,0.00046899088,0.001960901,0.00042877145,0.00089319417,0.00121303],"category_scores_gemma":[0.000014342271,0.0005099869,0.00037553415,0.000028968705,0.00031270136,0.00082291104,0.0008852692,0.0013589965,0.00014416558],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046516514,0.00007275364,0.00036964484,0.00022176898,0.0009971156,0.000060102637,0.0008143603,0.000042926516,0.000049457,0.5937083,0.34680974,0.05680733],"study_design_scores_gemma":[0.0005101309,0.000114223265,0.0052444213,0.0001543354,0.000225978,0.000011641296,0.000076183016,0.00017747973,0.000004248361,0.22660539,0.76608175,0.0007941951],"about_ca_topic_score_codex":0.000090723355,"about_ca_topic_score_gemma":0.000057940433,"teacher_disagreement_score":0.41927204,"about_ca_system_score_codex":0.0020672004,"about_ca_system_score_gemma":0.00007416767,"threshold_uncertainty_score":0.9997352},"labels":[],"label_agreement":null},{"id":"W4392721016","doi":"10.1007/s10668-024-04720-4","title":"The challenges and opportunities of localizing the sustainable development goals in Canadian cities – a subsidiarity check","year":2024,"lang":"en","type":"article","venue":"Environment Development and Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Employment and Social Development Canada; Social Sciences and Humanities Research Council of Canada","keywords":"Subsidiarity; Sustainable development; Political science; Environmental planning; Public administration; Regional science; Process management; Environmental resource management; Business; Sociology; Geography; European union; Economics; International trade; Law","score_opus":0.02358122221166384,"score_gpt":0.2435398462058644,"score_spread":0.21995862399420057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392721016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97961825,0.010616606,0.000022929795,0.005077719,0.000046887926,0.00066726335,0.0000020520297,0.00001783261,0.00393048],"genre_scores_gemma":[0.9915138,0.0053016692,0.00010690675,0.00008543849,0.000011031621,0.00014709159,0.000004626808,0.000016510374,0.0028129232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997769,0.00017509922,0.00045203508,0.00041254488,0.00040089406,0.0007904485],"domain_scores_gemma":[0.9992507,0.00020701834,0.000059285845,0.00023270737,0.0000064370256,0.00024384266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023148293,0.00026315456,0.00022569193,0.000068866415,0.0007718384,0.00012064575,0.00022860579,0.000098600496,0.00010666539],"category_scores_gemma":[0.000047971967,0.00017425764,0.000034970275,0.00009405701,0.0011323688,0.00031674543,0.00051708764,0.00022314268,0.0000073205424],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004268363,0.00016376402,0.45278564,0.00063790503,0.00011968372,0.00017616173,0.08989497,0.000084354695,0.00002957609,0.02400304,0.00019994917,0.43186226],"study_design_scores_gemma":[0.00013780188,0.000029001267,0.6875956,0.000026829108,0.000010413538,0.0000038574444,0.06116585,0.00010089902,0.00023958119,0.006365258,0.24406949,0.00025542022],"about_ca_topic_score_codex":0.013073676,"about_ca_topic_score_gemma":0.02552025,"teacher_disagreement_score":0.43160683,"about_ca_system_score_codex":0.0021738245,"about_ca_system_score_gemma":0.00037715957,"threshold_uncertainty_score":0.9934983},"labels":[],"label_agreement":null},{"id":"W4392729130","doi":"10.4337/9781802208870.00026","title":"Gender, intersectionality and Indigenous rights in social impact assessment","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intersectionality; Indigenous; Sociology; Gender studies; Political science","score_opus":0.02424857943361447,"score_gpt":0.3027256078355218,"score_spread":0.27847702840190736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392729130","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.088219784,0.00006830415,0.00001550558,0.000091485716,0.00062649115,0.0004392357,0.0001069365,0.00010020599,0.910332],"genre_scores_gemma":[0.7122724,0.000014863538,0.00019658705,0.00026219882,0.0006716899,0.00003413407,0.00014434752,0.000094262534,0.28630948],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971782,0.00006160352,0.0005000819,0.0007783392,0.00091856235,0.0005632104],"domain_scores_gemma":[0.9992206,0.000058131307,0.00021797039,0.00024425096,0.000008195255,0.00025087048],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006991813,0.00054905127,0.00050207507,0.00018319882,0.0003974066,0.0010506798,0.00039431345,0.0006338189,0.00208605],"category_scores_gemma":[0.000009625961,0.00049574475,0.00026918645,0.000044749995,0.00037289498,0.0008099615,0.0008346282,0.0015373294,0.00021329985],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037996733,0.0012564486,0.14484948,0.0010246087,0.0043901945,0.0025896644,0.13084076,0.00015659507,0.0016383977,0.368636,0.19017929,0.15405859],"study_design_scores_gemma":[0.0007813625,0.00019904708,0.13936104,0.00017566711,0.00016419933,0.000058364232,0.0002758823,0.000033900793,0.000020518562,0.66368437,0.1938056,0.0014400348],"about_ca_topic_score_codex":0.0039635645,"about_ca_topic_score_gemma":0.0016183457,"teacher_disagreement_score":0.62405264,"about_ca_system_score_codex":0.0030221662,"about_ca_system_score_gemma":0.0000948066,"threshold_uncertainty_score":0.99998635},"labels":[],"label_agreement":null},{"id":"W4392760664","doi":"10.5194/egusphere-egu24-14889","title":"Compound events drowned in climate noise? The benefits of employing a regional SMILE in compound hot and dry summer assessment&amp;#160;","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dry climate; Noise (video); Environmental science; Climate change; Geology; Climatology; Computer science; Oceanography; Artificial intelligence","score_opus":0.05337177957306129,"score_gpt":0.33177981148212,"score_spread":0.2784080319090587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392760664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882197,0.0003062832,0.000015217895,0.00061979465,0.00027720138,0.0008035766,0.00011447494,0.000027898674,0.009615878],"genre_scores_gemma":[0.9967367,0.0008364055,0.0011797802,0.00036965043,0.00004177564,0.00009486108,0.00012345448,0.000047878748,0.0005694989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968983,0.00023735645,0.0007464646,0.0007632446,0.00077629305,0.00057831925],"domain_scores_gemma":[0.9989492,0.00019680688,0.00025517785,0.00046139877,0.0000050601834,0.00013232112],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008267009,0.00045289315,0.0005999016,0.00013263854,0.00014828809,0.000101059195,0.0005290302,0.00028194804,0.0006819726],"category_scores_gemma":[0.000009376152,0.00035193842,0.0001502962,0.00028473625,0.00044394136,0.00018221862,0.0036263901,0.0010123837,0.00008328288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040916268,0.00042973305,0.99259055,0.00014053473,0.000056681773,0.000012192596,0.0013839067,0.0022572158,0.00137391,0.00025451576,0.00032768413,0.0011321361],"study_design_scores_gemma":[0.00064008916,0.000039285496,0.9897608,0.00043325155,0.000044166252,0.0000050185517,0.000603113,0.0006998198,0.00005643288,0.00694118,0.00037358952,0.00040326052],"about_ca_topic_score_codex":0.0076330444,"about_ca_topic_score_gemma":0.010513707,"teacher_disagreement_score":0.0090463795,"about_ca_system_score_codex":0.0007677889,"about_ca_system_score_gemma":0.00004631109,"threshold_uncertainty_score":0.99989325},"labels":[],"label_agreement":null},{"id":"W4393641926","doi":"10.2139/ssrn.4781926","title":"Understanding the Role Qualitative Methods Can Play in Next Generation Impact Assessment","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Process management; Computer science; Business","score_opus":0.1356984873075436,"score_gpt":0.45319569749762934,"score_spread":0.3174972101900857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393641926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91697437,0.002564846,0.06597617,0.0025195114,0.0010101398,0.00079673575,0.000031964766,0.000039944876,0.010086318],"genre_scores_gemma":[0.99544126,0.0020137148,0.0014181614,0.000109269735,0.00030736113,0.000040864565,0.00003248343,0.00005092456,0.0005859893],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99478966,0.0016534847,0.0005126993,0.00046006183,0.000671382,0.0019127087],"domain_scores_gemma":[0.9991242,0.00015758813,0.00031557426,0.0002606574,0.0000047015264,0.00013727571],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00719817,0.000403265,0.00036021252,0.00010573672,0.00040222553,0.00041024142,0.00052162673,0.00024489505,0.0004062032],"category_scores_gemma":[0.000033064458,0.00027504633,0.0003029658,0.0002529612,0.00019073473,0.00021612899,0.00086885225,0.0063339914,0.00004318378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017711429,0.0014236802,0.07314454,0.00008593806,0.004980285,0.00010851592,0.31331748,0.13730225,0.08738119,0.23010486,0.0018574068,0.15011674],"study_design_scores_gemma":[0.00024223828,0.00019048106,0.0035882392,0.00004586657,0.00009375754,0.000047092257,0.061740566,0.0069042933,0.0001038381,0.9266231,0.000058826983,0.00036171632],"about_ca_topic_score_codex":0.0031428714,"about_ca_topic_score_gemma":0.010084473,"teacher_disagreement_score":0.69651824,"about_ca_system_score_codex":0.03487843,"about_ca_system_score_gemma":0.0012984755,"threshold_uncertainty_score":0.9999702},"labels":[],"label_agreement":null},{"id":"W4393738447","doi":"10.5281/zenodo.7065590","title":"EcoHealth Alliance PREDICT Côte d'Ivoire De-identified Human Survey Data","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Cote d ivoire; Alliance; Geography; Survey data collection; Archaeology; Humanities; Statistics; Mathematics; Art","score_opus":0.08717424373048091,"score_gpt":0.32535562670716606,"score_spread":0.23818138297668515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393738447","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002963002,0.000039924184,0.000039035724,0.000121581485,0.00020456515,0.0005880049,0.9877158,0.00022071267,0.00810741],"genre_scores_gemma":[0.0033381598,0.0005777681,0.000035253594,0.0002948391,0.00011952067,1.5618716e-7,0.9930409,0.0008315238,0.0017618815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995465,0.0014868644,0.0004089616,0.00095037,0.0010087502,0.0006800963],"domain_scores_gemma":[0.9975555,0.00003993058,0.0003092637,0.0016963253,0.000023652829,0.0003753103],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025733474,0.00029431403,0.00028466637,0.000072448514,0.0046436014,0.0006946771,0.004709291,0.00015310355,0.48287892],"category_scores_gemma":[0.00040514587,0.00033835683,0.000056442062,0.00045088772,0.00038603236,0.0004863487,0.011982565,0.0008376381,0.0106856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002219374,0.00027465716,0.000106296626,0.000049648625,0.000043991473,0.000033548404,0.00013463183,0.000048867238,0.00012915683,0.0000032652579,0.9959641,0.0031896278],"study_design_scores_gemma":[0.0002827484,0.00018080295,0.018158263,0.000017337316,0.00003097839,0.00003118692,0.00008714267,0.000036508718,0.0000049179616,0.000036907742,0.9808229,0.0003102814],"about_ca_topic_score_codex":0.0026920757,"about_ca_topic_score_gemma":0.00010972621,"teacher_disagreement_score":0.4721933,"about_ca_system_score_codex":0.0012634564,"about_ca_system_score_gemma":0.000008939346,"threshold_uncertainty_score":0.99990684},"labels":[],"label_agreement":null},{"id":"W4394516963","doi":"10.6084/m9.figshare.14312171","title":"Action research to improve water quality in Canada<b>’</b>s Rideau Canal: how do local groups reshape environmental governance?","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Action (physics); Quality (philosophy); Business; Environmental planning; Geography; Finance; Philosophy","score_opus":0.059668867024788644,"score_gpt":0.3382684884232743,"score_spread":0.27859962139848565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394516963","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010566583,0.00007873538,1.9314184e-7,0.00042351743,0.0002757881,0.0006837383,0.987698,0.000009789829,0.00026362625],"genre_scores_gemma":[0.07047489,0.000074888354,0.000008943521,0.00062311837,0.0002096604,0.0004096004,0.92741764,0.000047918707,0.0007333269],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941459,0.00053967006,0.00047674088,0.0011633356,0.0023679645,0.0013064309],"domain_scores_gemma":[0.9982184,0.00014780443,0.00017513154,0.0008830821,0.000008301131,0.0005672493],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041068756,0.00051718083,0.000543864,0.0000612081,0.00030087534,0.00018392524,0.0009215041,0.00039495883,0.33026886],"category_scores_gemma":[0.00023946949,0.000469074,0.00012723345,0.00029436604,0.00008112937,0.00038887237,0.0021967192,0.0014400223,0.005254069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027605718,0.00012082761,0.0006759067,0.00009113842,0.000021686843,0.00026983584,0.00008166577,0.00006663737,0.0006983804,1.0396551e-7,0.99473697,0.0032092491],"study_design_scores_gemma":[0.00029825637,0.0000718267,0.04623069,0.00031852664,0.000009861835,0.0000053308213,0.0015112521,0.000008915436,0.0011574066,0.000008479108,0.9497554,0.000624067],"about_ca_topic_score_codex":0.8800359,"about_ca_topic_score_gemma":0.97945344,"teacher_disagreement_score":0.3250148,"about_ca_system_score_codex":0.017918067,"about_ca_system_score_gemma":0.00038128012,"threshold_uncertainty_score":0.9997761},"labels":[],"label_agreement":null},{"id":"W4394577834","doi":"10.11647/obp.0373.26","title":"Metal and Water","year":2024,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Environmental science","score_opus":0.016456260855581,"score_gpt":0.25222294926298566,"score_spread":0.23576668840740467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394577834","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005085965,0.00030565393,7.4632794e-7,0.0011046517,0.00035403026,0.00048125864,0.000031346903,0.000035713492,0.997178],"genre_scores_gemma":[0.0024936814,0.000106741405,0.00008634925,0.0013587519,0.00007755113,0.000022125618,0.00010660179,0.00008562457,0.99566257],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984268,0.000011266413,0.0002269866,0.0005895439,0.00040643066,0.00033896382],"domain_scores_gemma":[0.99939257,0.000011802702,0.000055805907,0.00029626975,0.0000022043484,0.0002413301],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023274192,0.00034908435,0.00032701367,0.000036759673,0.0001501169,0.0016783711,0.000617975,0.0002603867,0.07722697],"category_scores_gemma":[0.0000026712198,0.00025295117,0.00010646726,0.000015790047,0.00038162066,0.002897201,0.0026423717,0.0003871372,0.0075226794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026422253,0.00006075087,0.0004893045,0.000045684454,0.00047073976,0.00020253359,0.0010557551,0.000005380207,0.0010102808,0.022741409,0.95203006,0.021861656],"study_design_scores_gemma":[0.00015065154,0.00005071245,0.00017192459,0.000030952175,0.00009588211,0.0000090922895,0.000049726492,0.0000028132918,0.000086592874,0.025235182,0.9737346,0.00038183335],"about_ca_topic_score_codex":0.00046885165,"about_ca_topic_score_gemma":0.00009763368,"teacher_disagreement_score":0.06970429,"about_ca_system_score_codex":0.00034327054,"about_ca_system_score_gemma":0.000010130402,"threshold_uncertainty_score":0.99999225},"labels":[],"label_agreement":null},{"id":"W4394962400","doi":"10.1002/ieam.4927","title":"Exploring practices, challenges, and priorities for human health and ecological risk assessments in Indigenous communities in Canada","year":2024,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McGill University","keywords":"Indigenous; Risk assessment; Environmental health; Environmental planning; Environmental resource management; Geography; Business; Medicine; Ecology","score_opus":0.09640067509997412,"score_gpt":0.3374640349539888,"score_spread":0.24106335985401467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394962400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930717,0.003756808,0.00004379857,0.00039217772,0.00013417348,0.0012453459,0.000068606416,0.000028804967,0.0012586386],"genre_scores_gemma":[0.8946864,0.10318125,0.0011993807,0.0001940121,0.000013624035,0.000489781,0.00007681472,0.000028363274,0.0001303578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978389,0.00025367687,0.000462433,0.00053498114,0.00034751627,0.00056246185],"domain_scores_gemma":[0.99926305,0.0001792704,0.00018093326,0.00016779132,8.527042e-7,0.00020813274],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006812845,0.0003475622,0.00036681312,0.00012769933,0.0003027767,0.0001300871,0.00015390349,0.00006294572,0.00008929412],"category_scores_gemma":[0.0000037963634,0.0003210875,0.000028835795,0.00009917678,0.00022646054,0.00072517985,0.0005148897,0.0004307828,0.0000023789091],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029994082,0.00028351028,0.67520684,0.00029128554,0.00010626063,0.00008582085,0.004528555,0.00005178074,0.000074051066,0.00085559324,0.00006839443,0.3184179],"study_design_scores_gemma":[0.00082176353,0.00043800037,0.9474218,0.00018116953,0.000031806827,0.000007636437,0.040086318,0.00077386276,0.000006125202,0.0009728109,0.008911921,0.00034679275],"about_ca_topic_score_codex":0.46517113,"about_ca_topic_score_gemma":0.7287178,"teacher_disagreement_score":0.3180711,"about_ca_system_score_codex":0.00344503,"about_ca_system_score_gemma":0.0000700177,"threshold_uncertainty_score":0.9999241},"labels":[],"label_agreement":null},{"id":"W4395059589","doi":"10.29173/alr2665","title":"The New Federal Impact Assessment Act: Implications for Canadian Energy Projects","year":2021,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Canada’s Oil Sands Innovation Alliance; Alberta Energy","funders":"","keywords":"Energy law; Energy (signal processing); Business; Impact assessment; Political science; Public administration; Law; Environmental law; Physics","score_opus":0.02174205539989206,"score_gpt":0.33171236538451637,"score_spread":0.3099703099846243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395059589","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010122099,0.026333999,0.00054089166,0.16710088,0.0006544906,0.003573317,0.000115507304,0.000053810214,0.791505],"genre_scores_gemma":[0.8977493,0.03477011,0.001274473,0.03294905,0.00021258683,0.00064670225,0.00037250985,0.00007234461,0.031952936],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987541,0.00008203373,0.00023998169,0.00028290236,0.0001556313,0.00048534415],"domain_scores_gemma":[0.998859,0.00019450056,0.00008692479,0.0004141277,0.0000071887303,0.0004382718],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001582379,0.00017565562,0.00021643355,0.0000051017055,0.00089962623,0.00012351801,0.0002736402,0.00005150335,0.0014567104],"category_scores_gemma":[0.000046392837,0.000119468816,0.00020719127,0.00015932301,0.00008986571,0.00020373528,0.00010704827,0.000082925064,0.00011346734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067494334,0.00027507977,0.09777987,0.00017808801,0.00030261787,0.0000074683003,0.0002424699,0.000025606772,0.0013169755,0.2018272,0.48457006,0.21346782],"study_design_scores_gemma":[0.00014329437,0.000039351627,0.06312744,0.00008706311,0.000048631187,0.000012807949,0.000011349584,0.000009455885,0.000063687046,0.0018748845,0.93440366,0.00017835495],"about_ca_topic_score_codex":0.4767882,"about_ca_topic_score_gemma":0.8102903,"teacher_disagreement_score":0.8876272,"about_ca_system_score_codex":0.00078591733,"about_ca_system_score_gemma":0.0003476375,"threshold_uncertainty_score":0.9994561},"labels":[],"label_agreement":null},{"id":"W4396543493","doi":"10.1515/9781438467597-008","title":"The Absence of—and Need for—a Transboundary Environmental Impact Assessment Agreement between the United States and Canada","year":2017,"lang":"en","type":"book-chapter","venue":"SUNY Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Environmental science; Geography; Environmental protection","score_opus":0.02116559682108962,"score_gpt":0.27382833615526125,"score_spread":0.2526627393341716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396543493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66655767,0.0010646502,0.00012302627,0.0005144586,0.0003593188,0.0040240563,0.0034464404,0.000026441145,0.32388398],"genre_scores_gemma":[0.8029964,0.001973336,0.000071089446,0.00015278588,0.00009273821,0.00008019437,0.00025122473,0.00007244297,0.1943098],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808407,0.000056778747,0.00039466147,0.00038205343,0.00066700723,0.00041540468],"domain_scores_gemma":[0.99847907,0.00034614484,0.00043406012,0.0005358535,0.00000426486,0.00020060131],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003533162,0.00043595122,0.00038267465,0.000017698067,0.0011804745,0.00015471192,0.0005448934,0.00014942556,0.000092949966],"category_scores_gemma":[0.0000050493113,0.00026693637,0.00012177324,0.0000028555357,0.0017246092,0.000084663465,0.0004385139,0.00034508287,0.0000012962648],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084370974,0.00029075044,0.5139732,0.00070572516,0.007610517,0.000111237336,0.014346029,0.00090257585,0.0048296,0.019031137,0.026624965,0.41073057],"study_design_scores_gemma":[0.0015652381,0.0006099784,0.34007737,0.00016744988,0.00052570243,0.00000955099,0.00053941354,0.00037339446,0.00048412805,0.009778495,0.644679,0.001190239],"about_ca_topic_score_codex":0.32977688,"about_ca_topic_score_gemma":0.09387105,"teacher_disagreement_score":0.6180541,"about_ca_system_score_codex":0.0005166261,"about_ca_system_score_gemma":0.000082056446,"threshold_uncertainty_score":0.9999783},"labels":[],"label_agreement":null},{"id":"W4396547539","doi":"10.1007/s00267-024-01975-5","title":"Insights from First Nations, Government and Industry Leaders on Criteria for Successful Impact Benefit Agreements","year":2024,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Assembly of First Nations; University of British Columbia, Okanagan Campus; Kwantlen Polytechnic University; University of British Columbia; University of Northern British Columbia; Simon Fraser University","funders":"","keywords":"Timeline; Negotiation; Indigenous; Context (archaeology); Government (linguistics); License; Business; Environmental impact assessment; Natural resource; Social impact assessment; Corporation; Economic impact analysis; Political science; Public relations; Economic growth; Economics; Finance","score_opus":0.013897419145835602,"score_gpt":0.27903289681050053,"score_spread":0.26513547766466494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396547539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98137057,0.0002790729,0.00022711963,0.00051993015,0.00041585122,0.0011241004,0.0005951733,0.00006573048,0.0154024325],"genre_scores_gemma":[0.99349284,0.00037224707,0.0006333036,0.0004752794,0.0001216941,0.00027395412,0.00017798401,0.00006003135,0.0043926756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975227,0.00003473274,0.00033536626,0.000810342,0.0008608965,0.00043596543],"domain_scores_gemma":[0.9992186,0.00013037883,0.00007595859,0.00032475853,4.896835e-7,0.00024983333],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009063927,0.00042811313,0.00023161275,0.000067966954,0.0005051627,0.00019939011,0.00028460237,0.00017899285,0.0043582143],"category_scores_gemma":[0.000005421262,0.00038597218,0.00014930997,0.00013924784,0.00028392748,0.00054626266,0.0005168547,0.00024661387,0.00064412004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009245018,0.006643847,0.6814272,0.0008116214,0.0046697767,0.0005715022,0.01106271,0.008043084,0.02987138,0.010616478,0.069693334,0.17566457],"study_design_scores_gemma":[0.0016468167,0.0006483462,0.91248953,0.00024593537,0.0002483778,0.0000026920434,0.004031671,0.0018030083,0.0017178964,0.003868965,0.07235275,0.00094398577],"about_ca_topic_score_codex":0.00022536851,"about_ca_topic_score_gemma":0.00017062594,"teacher_disagreement_score":0.23106237,"about_ca_system_score_codex":0.0019143233,"about_ca_system_score_gemma":0.0000023942657,"threshold_uncertainty_score":0.9998592},"labels":[],"label_agreement":null},{"id":"W4396791400","doi":"10.22541/essoar.171535972.23271792/v1","title":"GRADE Guidance 40: the GRADE evidence-to-decision framework for environmental and occupational health","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Cochrane; Impact; Health Sciences Centre","funders":"","keywords":"Transparency (behavior); Consistency (knowledge bases); Computer science; Population; Environmental health; Medicine; Artificial intelligence","score_opus":0.06367192662089838,"score_gpt":0.39064371771705664,"score_spread":0.32697179109615826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396791400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91240865,0.004277714,0.045176134,0.02818359,0.0022378857,0.005744236,0.0007421409,0.00015703573,0.00107264],"genre_scores_gemma":[0.93119144,0.0012556948,0.059096422,0.0056127734,0.0003513155,0.0005780904,0.00005171292,0.00006731675,0.0017952482],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99675786,0.00012359188,0.0005545576,0.0010045334,0.0009493648,0.00061008555],"domain_scores_gemma":[0.99816376,0.0006827861,0.00020658478,0.0005754941,0.0000016941374,0.00036967287],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008750218,0.00045653887,0.00037928822,0.000046302695,0.00056693476,0.00022978261,0.0006284421,0.00028243373,0.0012408313],"category_scores_gemma":[0.00009828162,0.0003220624,0.00022385464,0.00011182503,0.0003847462,0.00014829055,0.0038597344,0.0007354331,0.00067360327],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010858037,0.0017265567,0.3463651,0.0007936258,0.0005674496,0.000026227672,0.014228965,0.00872185,0.0048743794,0.0110053485,0.21691547,0.39368922],"study_design_scores_gemma":[0.0003538931,0.00029552574,0.7683049,0.00067042344,0.00006964679,0.00000821562,0.0005652844,0.0010116388,0.00019769253,0.21669817,0.011130996,0.00069362955],"about_ca_topic_score_codex":0.0004111591,"about_ca_topic_score_gemma":0.00011338878,"teacher_disagreement_score":0.4219398,"about_ca_system_score_codex":0.0010941784,"about_ca_system_score_gemma":0.000050533872,"threshold_uncertainty_score":0.99992317},"labels":[],"label_agreement":null},{"id":"W4396909318","doi":"10.1139/facets-2023-0118","title":"Access to Environmental Justice in Canadian environmental impact assessment","year":2024,"lang":"en","type":"article","venue":"FACETS","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Environmental justice; Environmental impact assessment; Environmental planning; Political science; Environmental resource management; Environmental science; Law","score_opus":0.014644082475704376,"score_gpt":0.3433320591477329,"score_spread":0.32868797667202854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396909318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781734,0.00010778847,0.0000685909,0.00074923655,0.00055741944,0.00067105645,0.00030385162,0.000059124068,0.019309545],"genre_scores_gemma":[0.9967979,0.000083196086,0.0002777131,0.0011219409,0.00009659824,0.00008279128,0.00011462326,0.000058164638,0.001367072],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971311,0.00009379176,0.00033532124,0.00070072344,0.000626114,0.0011129212],"domain_scores_gemma":[0.9985127,0.00004652301,0.00003472982,0.00032944302,3.5144427e-7,0.0010762573],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033099198,0.00038313153,0.00025728665,0.00019801733,0.00021904004,0.0003043378,0.0005653379,0.00014837531,0.020205408],"category_scores_gemma":[0.000008824884,0.00036223992,0.00013746452,0.0003259422,0.00014412699,0.0009918845,0.0005063057,0.0003865088,0.0065143784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001041344,0.00022124361,0.9552869,0.000012464381,0.000037482117,0.0002302909,0.0011941625,0.002635155,0.020459078,0.000022017097,0.008747491,0.011143292],"study_design_scores_gemma":[0.00023196096,0.00012678713,0.9656533,0.000027534601,0.000035057663,0.000016833243,0.00025117947,0.0015154872,0.0004005673,0.000109896646,0.031184984,0.00044640238],"about_ca_topic_score_codex":0.087956876,"about_ca_topic_score_gemma":0.05862119,"teacher_disagreement_score":0.029335685,"about_ca_system_score_codex":0.007114684,"about_ca_system_score_gemma":0.0000877361,"threshold_uncertainty_score":0.99988294},"labels":[],"label_agreement":null},{"id":"W4397017603","doi":"10.1515/9782760637429-007","title":"Le partage des compétences en environnement au Canada","year":2017,"lang":"fr","type":"book-chapter","venue":"Les Presses de l'Université de Montréal eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.009743299346284423,"score_gpt":0.1865474755810429,"score_spread":0.17680417623475847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397017603","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.124626495,0.0014112339,0.00039655608,0.000623729,0.00032628607,0.00045348902,0.00037479863,0.00003736032,0.87175006],"genre_scores_gemma":[0.8261041,0.0016071227,0.00111279,0.00021302907,0.00018842176,0.00001077333,0.00006016455,0.00006960944,0.17063397],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969231,0.00018986211,0.00036130412,0.0006922151,0.0007265452,0.0011069654],"domain_scores_gemma":[0.99797094,0.00016974335,0.00046652212,0.00068164396,0.000008684439,0.00070248876],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021490236,0.0007085189,0.0005810051,0.00003991747,0.0034028243,0.000111615394,0.0013189489,0.0005093817,0.005785865],"category_scores_gemma":[0.000019888797,0.00080830936,0.00026277665,0.000008681972,0.0020858482,0.00023769886,0.0017669299,0.0006087667,0.0002583834],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003906465,0.0004377179,0.31860182,0.0005381396,0.0015453786,0.0057264925,0.016032131,0.005759124,0.016354367,0.039788827,0.018867517,0.57595783],"study_design_scores_gemma":[0.0009412251,0.00017750249,0.2534384,0.00028910858,0.0003497804,0.0000694746,0.0015257981,0.00020026736,0.0017537734,0.0034811266,0.73680776,0.0009657592],"about_ca_topic_score_codex":0.98213434,"about_ca_topic_score_gemma":0.99341136,"teacher_disagreement_score":0.7179403,"about_ca_system_score_codex":0.010085361,"about_ca_system_score_gemma":0.0005459673,"threshold_uncertainty_score":0.9994368},"labels":[],"label_agreement":null},{"id":"W4397018369","doi":"10.1515/9782760637573-007","title":"Le partage des compétences en environnement au Canada","year":2017,"lang":"fr","type":"book-chapter","venue":"Les Presses de l'Université de Montréal eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Sociology","score_opus":0.009743299346284423,"score_gpt":0.1865474755810429,"score_spread":0.17680417623475847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397018369","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.124626495,0.0014112339,0.00039655608,0.000623729,0.00032628607,0.00045348902,0.00037479863,0.00003736032,0.87175006],"genre_scores_gemma":[0.8261041,0.0016071227,0.00111279,0.00021302907,0.00018842176,0.00001077333,0.00006016455,0.00006960944,0.17063397],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969231,0.00018986211,0.00036130412,0.0006922151,0.0007265452,0.0011069654],"domain_scores_gemma":[0.99797094,0.00016974335,0.00046652212,0.00068164396,0.000008684439,0.00070248876],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021490236,0.0007085189,0.0005810051,0.00003991747,0.0034028243,0.000111615394,0.0013189489,0.0005093817,0.005785865],"category_scores_gemma":[0.000019888797,0.00080830936,0.00026277665,0.000008681972,0.0020858482,0.00023769886,0.0017669299,0.0006087667,0.0002583834],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003906465,0.0004377179,0.31860182,0.0005381396,0.0015453786,0.0057264925,0.016032131,0.005759124,0.016354367,0.039788827,0.018867517,0.57595783],"study_design_scores_gemma":[0.0009412251,0.00017750249,0.2534384,0.00028910858,0.0003497804,0.0000694746,0.0015257981,0.00020026736,0.0017537734,0.0034811266,0.73680776,0.0009657592],"about_ca_topic_score_codex":0.98213434,"about_ca_topic_score_gemma":0.99341136,"teacher_disagreement_score":0.7179403,"about_ca_system_score_codex":0.010085361,"about_ca_system_score_gemma":0.0005459673,"threshold_uncertainty_score":0.9994368},"labels":[],"label_agreement":null},{"id":"W4398766699","doi":"10.32920/25893601","title":"The Environmental Drivers of Beach Water Quality in Vancouver","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Water quality; Environmental quality; Environmental science; Quality (philosophy); Environmental planning; Environmental resource management; Ecology; Physics","score_opus":0.012490472618997574,"score_gpt":0.2822941050771017,"score_spread":0.2698036324581041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398766699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96231645,0.00009669869,0.000010597624,0.00023486125,0.000829986,0.00039431552,0.000049409784,0.000022420023,0.036045235],"genre_scores_gemma":[0.98876375,0.00014613521,0.00013882517,0.00012463282,0.000032085034,0.000036928504,0.000041437226,0.000025686131,0.0106905205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978021,0.00015271662,0.0005197981,0.00047121107,0.0006411711,0.00041304211],"domain_scores_gemma":[0.9993002,0.000060238075,0.000101391444,0.000448791,6.315855e-7,0.000088756264],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061164174,0.00028172825,0.00029850318,0.000027592127,0.00010517799,0.000041349507,0.00050315354,0.0002307839,0.0030472716],"category_scores_gemma":[0.000005607812,0.0001627266,0.00020323729,0.000047971298,0.00060964294,0.0000779751,0.0037841755,0.0006785635,0.0005906241],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008651609,0.0010813945,0.86814654,0.00017880132,0.00028450225,0.00004834508,0.011926017,0.0043642814,0.062490568,0.0003332834,0.030915067,0.020144666],"study_design_scores_gemma":[0.0010387833,0.0001469953,0.8550343,0.00012230403,0.00013782314,0.0000017639933,0.007143387,0.00065964187,0.036711633,0.06253088,0.034960296,0.0015122021],"about_ca_topic_score_codex":0.0021613364,"about_ca_topic_score_gemma":0.0031022034,"teacher_disagreement_score":0.0621976,"about_ca_system_score_codex":0.000898016,"about_ca_system_score_gemma":0.000010172428,"threshold_uncertainty_score":0.99786407},"labels":[],"label_agreement":null},{"id":"W4398775958","doi":"10.32920/25893601.v1","title":"The Environmental Drivers of Beach Water Quality in Vancouver","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Water quality; Environmental science; Quality (philosophy); Environmental quality; Environmental planning; Geography; Water resource management; Hydrology (agriculture); Geology; Political science; Geotechnical engineering; Ecology","score_opus":0.012490472618997574,"score_gpt":0.2822941050771017,"score_spread":0.2698036324581041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398775958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96231645,0.00009669869,0.000010597624,0.00023486125,0.000829986,0.00039431552,0.000049409784,0.000022420023,0.036045235],"genre_scores_gemma":[0.98876375,0.00014613521,0.00013882517,0.00012463282,0.000032085034,0.000036928504,0.000041437226,0.000025686131,0.0106905205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978021,0.00015271662,0.0005197981,0.00047121107,0.0006411711,0.00041304211],"domain_scores_gemma":[0.9993002,0.000060238075,0.000101391444,0.000448791,6.315855e-7,0.000088756264],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061164174,0.00028172825,0.00029850318,0.000027592127,0.00010517799,0.000041349507,0.00050315354,0.0002307839,0.0030472716],"category_scores_gemma":[0.000005607812,0.0001627266,0.00020323729,0.000047971298,0.00060964294,0.0000779751,0.0037841755,0.0006785635,0.0005906241],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008651609,0.0010813945,0.86814654,0.00017880132,0.00028450225,0.00004834508,0.011926017,0.0043642814,0.062490568,0.0003332834,0.030915067,0.020144666],"study_design_scores_gemma":[0.0010387833,0.0001469953,0.8550343,0.00012230403,0.00013782314,0.0000017639933,0.007143387,0.00065964187,0.036711633,0.06253088,0.034960296,0.0015122021],"about_ca_topic_score_codex":0.0021613364,"about_ca_topic_score_gemma":0.0031022034,"teacher_disagreement_score":0.0621976,"about_ca_system_score_codex":0.000898016,"about_ca_system_score_gemma":0.000010172428,"threshold_uncertainty_score":0.99786407},"labels":[],"label_agreement":null},{"id":"W4399543527","doi":"10.1139/facets-2022-0192","title":"Pan-Canadian review of community-based monitoring projects and their capacity to enhance environmental monitoring programs for cumulative effects assessments","year":2024,"lang":"en","type":"article","venue":"FACETS","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Canadian Water Network; Environment and Climate Change Canada; University of Waterloo","funders":"Global Water Futures; Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental science; Cumulative effects; Environmental monitoring; Environmental resource management; Environmental planning; Environmental engineering; Ecology","score_opus":0.05031265626539938,"score_gpt":0.35652392757133267,"score_spread":0.3062112713059333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399543527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99538964,0.0011066773,0.00043767045,0.00013708355,0.00031324662,0.0020067412,0.00009234486,0.000041013718,0.00047560313],"genre_scores_gemma":[0.9965066,0.00031567382,0.0023867942,0.00019008911,0.00005110816,0.00037831313,0.000029871035,0.000035020053,0.00010655679],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985086,0.00019861598,0.00025590105,0.000294085,0.00029434427,0.00044850892],"domain_scores_gemma":[0.99917805,0.00018996875,0.000072168856,0.00025786032,0.0000037930313,0.00029816618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049197616,0.00027433227,0.0003098347,0.000052914045,0.00030784195,0.000058886337,0.0002301274,0.00008515649,0.000030694962],"category_scores_gemma":[0.000031570653,0.00024056711,0.00009583769,0.00018997969,0.00015824141,0.00029697706,0.00015977352,0.00027840424,0.00004175525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030192232,0.0006267797,0.44057268,0.007207071,0.0001982101,0.000008111048,0.013159112,0.000065456516,0.22236177,0.0000096047315,0.00039626483,0.31536472],"study_design_scores_gemma":[0.00056157267,0.0014304435,0.5531707,0.011624872,0.00012719333,0.000004045405,0.0022120501,0.00031728132,0.41969398,0.0002982944,0.009618667,0.0009409134],"about_ca_topic_score_codex":0.005506487,"about_ca_topic_score_gemma":0.00035682885,"teacher_disagreement_score":0.31442383,"about_ca_system_score_codex":0.0007616517,"about_ca_system_score_gemma":0.000025955114,"threshold_uncertainty_score":0.9810042},"labels":[],"label_agreement":null},{"id":"W4399561771","doi":"10.4337/9781800889996.00018","title":"Public hearings in impact assessment: building on basics with deliberative participation and alternative dispute resolution","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alternative dispute resolution; Public participation; Political science; Dispute resolution; Public administration; Law","score_opus":0.03517417699077142,"score_gpt":0.2969244258112914,"score_spread":0.26175024882052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399561771","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11604639,0.000042487118,0.00042413617,0.00074011047,0.00027471242,0.0006639229,0.00006659439,0.00010297162,0.88163865],"genre_scores_gemma":[0.926231,0.000033835455,0.0010278205,0.0003429259,0.0002203205,0.00006620605,0.00010151466,0.00012582223,0.0718505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99720937,0.00007638614,0.0004071362,0.00080880104,0.0009327442,0.000565591],"domain_scores_gemma":[0.99900883,0.00011762064,0.00027265048,0.0002866083,0.000017260363,0.00029704242],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006263916,0.0005259252,0.0004174394,0.00021300031,0.00024458676,0.0015898386,0.00028020382,0.0003259116,0.00024949588],"category_scores_gemma":[0.000043713608,0.00043515867,0.00010851252,0.00007366391,0.0003211562,0.0017647748,0.0004940907,0.0012702228,0.00005664418],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005165493,0.00058241875,0.1016668,0.0002612816,0.0015759622,0.0006973664,0.019741736,0.0058094175,0.0010294182,0.71325135,0.008377524,0.14649017],"study_design_scores_gemma":[0.0046748524,0.0041266247,0.4266031,0.004033529,0.0005927081,0.00006358195,0.0005451485,0.015246079,0.00047756886,0.3986164,0.13959987,0.005420506],"about_ca_topic_score_codex":0.0007917645,"about_ca_topic_score_gemma":0.00088101963,"teacher_disagreement_score":0.81018466,"about_ca_system_score_codex":0.002413802,"about_ca_system_score_gemma":0.00007084476,"threshold_uncertainty_score":0.99981004},"labels":[],"label_agreement":null},{"id":"W4399567913","doi":"10.4337/9781800889996.00025","title":"Indigenous peoples' authority, rights and engagement in impact assessment: experiences and perspectives from Canada and Aotearoa New Zealand","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Aotearoa; Indigenous; Political science; Indigenous rights; Public administration; Geography; Sociology; Law; Human rights","score_opus":0.01477721247969101,"score_gpt":0.25532401955342926,"score_spread":0.24054680707373824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399567913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83740854,0.0007712882,0.0000012792984,0.00028591143,0.0003141386,0.00044595165,0.00010889449,0.000041334297,0.16062266],"genre_scores_gemma":[0.67446446,0.00020156284,0.00030502066,0.00009322288,0.0002636809,0.000022808403,0.000053335294,0.00006019868,0.32453567],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99738955,0.00007246501,0.000358296,0.0009090752,0.0007707505,0.00049983984],"domain_scores_gemma":[0.99889773,0.00016733691,0.00016671131,0.0002443807,0.000005477755,0.00051835185],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00040348116,0.0005376774,0.0005126044,0.00011287718,0.00032080399,0.0014856779,0.000291111,0.00032457957,0.00075707457],"category_scores_gemma":[0.000023739301,0.00046383566,0.000062957435,0.000034765962,0.0003496083,0.0007805544,0.0009065929,0.001034161,0.0000066281104],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006269888,0.000102071775,0.13652866,0.00009810329,0.00065635395,0.00059877336,0.7886761,0.000010862252,0.00023894658,0.0022212905,0.04064886,0.030157328],"study_design_scores_gemma":[0.0019336961,0.0005486114,0.611784,0.0007275589,0.00032866595,0.00006584059,0.026067289,0.00006063884,0.000057680325,0.2206383,0.13492623,0.0028615256],"about_ca_topic_score_codex":0.87538266,"about_ca_topic_score_gemma":0.72292596,"teacher_disagreement_score":0.76260877,"about_ca_system_score_codex":0.0013854249,"about_ca_system_score_gemma":0.00032938417,"threshold_uncertainty_score":0.9997813},"labels":[],"label_agreement":null},{"id":"W4399843535","doi":"10.1515/9782760623606-005","title":"Chapitre 2 L’utilisation de la recherche scientifique dans l’élaboration des politiques environnementales : le Canada peut-il faire mieux?","year":2001,"lang":"fr","type":"book-chapter","venue":"Les Presses de l'Université de Montréal eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04767121898772777,"score_gpt":0.24998653424368572,"score_spread":0.20231531525595794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399843535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50340754,0.0012885614,0.0017237319,0.00065751077,0.00007537301,0.00047383245,0.00055430905,0.000068581954,0.49175057],"genre_scores_gemma":[0.8934196,0.0038973016,0.0031137941,0.00030170465,0.000115137795,0.000023495399,0.00025410982,0.000104451814,0.098770395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99612445,0.0010691242,0.0004066428,0.0007502498,0.00064647215,0.0010030805],"domain_scores_gemma":[0.99812174,0.0004375118,0.00037917227,0.00044018606,0.000027976137,0.00059341657],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007925036,0.0006763062,0.00041936422,0.00009100533,0.0019622182,0.00016976708,0.00067659025,0.0010053286,0.0035277074],"category_scores_gemma":[0.00007876828,0.00081392494,0.00021040741,0.000066489534,0.002174374,0.0004344291,0.0006820644,0.00086074194,0.000062132895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041585107,0.00069468084,0.30343914,0.0006541883,0.00078284723,0.0022407812,0.05549533,0.0047470005,0.26825282,0.07354,0.0065036993,0.28323367],"study_design_scores_gemma":[0.002077157,0.00032649812,0.49961242,0.00081982743,0.00082474935,0.0003827114,0.03243463,0.0019731068,0.07485968,0.053024676,0.33116287,0.0025016752],"about_ca_topic_score_codex":0.9162746,"about_ca_topic_score_gemma":0.93821657,"teacher_disagreement_score":0.39298016,"about_ca_system_score_codex":0.018740298,"about_ca_system_score_gemma":0.00061598874,"threshold_uncertainty_score":0.99943113},"labels":[],"label_agreement":null},{"id":"W4399843555","doi":"10.1515/9782760623606-004","title":"Chapitre 1 Les tendances en environnement : un défi pour la gestion publique canadienne","year":2001,"lang":"fr","type":"book-chapter","venue":"Les Presses de l'Université de Montréal eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.007449929152922499,"score_gpt":0.1768128227807995,"score_spread":0.169362893627877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399843555","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33514985,0.0029409593,0.0008206254,0.0034899295,0.00014147421,0.0006304194,0.00040638482,0.00010241385,0.65631795],"genre_scores_gemma":[0.80698335,0.010844875,0.0016475046,0.0003104988,0.00022411036,0.000027076254,0.000119674296,0.00012324021,0.17971964],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99649984,0.00041854626,0.0004342536,0.0008728003,0.0005394555,0.0012350912],"domain_scores_gemma":[0.9979402,0.0003172099,0.0004285594,0.00048290225,0.000015373938,0.0008157882],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004073578,0.00085172005,0.0005715253,0.00012936868,0.0012449037,0.00010934038,0.00086688355,0.0010678187,0.021540105],"category_scores_gemma":[0.00003126357,0.00094422034,0.00033715312,0.000037585673,0.0009831939,0.00030365857,0.0011605972,0.00094499293,0.0004234458],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033130383,0.00031011237,0.06723644,0.00015781414,0.0006048858,0.0025727816,0.007499594,0.0021595075,0.013912821,0.04776208,0.0013965153,0.85605615],"study_design_scores_gemma":[0.0021356102,0.0002809678,0.23446324,0.00040491615,0.000556233,0.00033046515,0.0017505595,0.00043436696,0.0016872758,0.008042539,0.7486641,0.0012497562],"about_ca_topic_score_codex":0.3240348,"about_ca_topic_score_gemma":0.28731182,"teacher_disagreement_score":0.85480636,"about_ca_system_score_codex":0.0065676738,"about_ca_system_score_gemma":0.00008475286,"threshold_uncertainty_score":0.99930084},"labels":[],"label_agreement":null},{"id":"W4399876126","doi":"10.1515/9782763707303-002","title":"Analyse Comparative des Politiques Portant sur les Cautions Environnementales en Exploitation Minière — Les cas du Québec et du Nevada","year":2012,"lang":"fr","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.07526375148859392,"score_gpt":0.31531137333499243,"score_spread":0.2400476218463985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399876126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86597157,0.0024432216,0.0006903567,0.0028048935,0.00019573812,0.0007695532,0.0007094098,0.000091129674,0.1263241],"genre_scores_gemma":[0.9586592,0.007478397,0.002022271,0.00035677396,0.00029968817,0.0000696018,0.000554494,0.000093208204,0.030466378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960932,0.00044724892,0.0009820653,0.0007803855,0.0008309238,0.0008661466],"domain_scores_gemma":[0.9978236,0.0005184319,0.00058994064,0.0004094177,0.00003162089,0.0006269923],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0004945646,0.0010194924,0.0008693507,0.00013553185,0.0013637834,0.00013242717,0.00044498188,0.0005167281,0.049898077],"category_scores_gemma":[0.00004410064,0.0009576044,0.0004820656,0.0000830807,0.0035129958,0.0015575895,0.00049483334,0.00055342534,0.0017877913],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037826154,0.001121124,0.868972,0.00007399083,0.0006888391,0.000064037944,0.028399162,0.0002839333,0.005483826,0.08232316,0.001042727,0.011509379],"study_design_scores_gemma":[0.0005511313,0.00033434067,0.9165932,0.00019008822,0.0006492493,0.00005479945,0.03526973,0.00014098316,0.0016411458,0.0013817921,0.04187517,0.001318392],"about_ca_topic_score_codex":0.5704614,"about_ca_topic_score_gemma":0.62529427,"teacher_disagreement_score":0.09585773,"about_ca_system_score_codex":0.0038724253,"about_ca_system_score_gemma":0.00013287434,"threshold_uncertainty_score":0.99995154},"labels":[],"label_agreement":null},{"id":"W4399943246","doi":"10.1080/14615517.2024.2369454","title":"Identifying and promoting qualitative methods for impact assessment","year":2024,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Environmental impact assessment; Qualitative research; Environmental planning; Computer science; Environmental resource management; Environmental science; Political science; Sociology","score_opus":0.10079376293560292,"score_gpt":0.5940002064737004,"score_spread":0.4932064435380975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399943246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93695164,0.0005847596,0.055136524,0.0003580049,0.0004981301,0.0016371494,0.00010191622,0.00018531797,0.004546585],"genre_scores_gemma":[0.90234905,0.00015711614,0.09666203,0.0000493172,0.00015777143,0.00025480022,0.00008198478,0.00007143551,0.00021648036],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967094,0.0006494757,0.00048588915,0.0007858366,0.0004602122,0.0009091871],"domain_scores_gemma":[0.9978367,0.0014063063,0.00016266917,0.00022065529,0.000011841784,0.0003617941],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003489071,0.00052996306,0.00051606493,0.00015037988,0.00048175346,0.0008576291,0.00019207806,0.0001676575,0.0004444844],"category_scores_gemma":[0.000092884555,0.00039921876,0.00027678526,0.0004029683,0.00033389468,0.0013739413,0.0003852823,0.0004358108,0.000011232249],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018445146,0.00068657316,0.23393805,0.0007753112,0.0015245437,0.000039744933,0.11722416,0.000037599813,0.11242621,0.002547062,0.004734616,0.5258817],"study_design_scores_gemma":[0.0035885107,0.004559092,0.8607432,0.0005041935,0.00074333616,0.00019254103,0.029573802,0.069156736,0.0018839404,0.01787378,0.008509899,0.002670926],"about_ca_topic_score_codex":0.00084053545,"about_ca_topic_score_gemma":0.00002508321,"teacher_disagreement_score":0.6268052,"about_ca_system_score_codex":0.000860367,"about_ca_system_score_gemma":0.00020788996,"threshold_uncertainty_score":0.999846},"labels":[],"label_agreement":null},{"id":"W4400234991","doi":"10.11159/iccste24.262","title":"Health Impact Analysis of Construction Projects, a Case Study in Hong Kong","year":2024,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.017471312713205994,"score_gpt":0.28946790156984936,"score_spread":0.27199658885664335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400234991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993314,0.000010774353,0.000020511749,0.000120274424,0.000098903336,0.000190812,0.000041519153,0.0000118026865,0.00017396717],"genre_scores_gemma":[0.9998271,0.000014677633,0.00011768164,0.0000054672805,0.0000075546486,0.000006277235,0.0000062287722,0.0000049237665,0.000010122631],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925125,0.0000032930404,0.0002465998,0.00015584257,0.00025385845,0.00008914672],"domain_scores_gemma":[0.9998236,0.000013788466,0.000091471855,0.000027241438,0.000011848747,0.00003209147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000971006,0.00009742615,0.00015898883,0.00013565873,0.000030751286,0.00003056553,0.000094283394,0.000021756388,0.0001079083],"category_scores_gemma":[0.000005683427,0.000069264424,0.000067775756,0.0004012605,0.000048450853,0.00026394462,0.000013804202,0.000101509635,2.0503906e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015090954,0.000027076187,0.9789701,0.00004173362,0.00022570131,0.000007253216,0.004585825,0.0066317087,0.0061493255,0.0016155735,0.000001794138,0.0017287974],"study_design_scores_gemma":[0.00014519833,0.00007490836,0.9593535,0.00007029116,0.00006324937,0.00001576332,0.0026360343,0.03700229,0.00041451707,0.00015512247,7.633878e-7,0.0000683483],"about_ca_topic_score_codex":0.0021628167,"about_ca_topic_score_gemma":0.0012616045,"teacher_disagreement_score":0.030370582,"about_ca_system_score_codex":0.00011929176,"about_ca_system_score_gemma":0.000010745412,"threshold_uncertainty_score":0.3269546},"labels":[],"label_agreement":null},{"id":"W4400432426","doi":"","title":"De la gestion des impacts au bien-être : activités industrielles et santé environnementale, quelles relations ? Développer des partenariats équitables entre Mines et Communautés : étude comparative entre Nunavut et Nunavik","year":2016,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Geography","score_opus":0.026529258989573153,"score_gpt":0.28792720836688085,"score_spread":0.2613979493773077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400432426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.906672,0.0014905403,0.0114777535,0.032058455,0.00012955198,0.0006388896,0.00045982492,0.00013474155,0.046938226],"genre_scores_gemma":[0.9720496,0.0062229503,0.010567915,0.0003413693,0.000030821986,0.000063409396,0.0002784174,0.000079715755,0.010365784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98132354,0.015210503,0.0007482993,0.0008394476,0.00072823913,0.0011499567],"domain_scores_gemma":[0.99191743,0.0056618755,0.00059604837,0.0010232449,0.00014801315,0.00065341196],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0055192225,0.0007328604,0.0005761392,0.00015558828,0.0016965239,0.00056281756,0.000933072,0.00058434607,0.0043577445],"category_scores_gemma":[0.0010133842,0.0006544537,0.0002718127,0.00058609684,0.0037355705,0.0020305526,0.001099708,0.00074963266,0.0003410538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006578814,0.004250485,0.61896485,0.00007112352,0.000294358,0.000022611264,0.16173983,0.0007186476,0.096503116,0.020255825,0.003099815,0.094013564],"study_design_scores_gemma":[0.0020109368,0.00001307638,0.9134628,0.0039156107,0.00018092712,0.000059566617,0.011203814,0.0012635539,0.048694927,0.007874089,0.010344722,0.00097597117],"about_ca_topic_score_codex":0.013754551,"about_ca_topic_score_gemma":0.050627925,"teacher_disagreement_score":0.29449797,"about_ca_system_score_codex":0.002526528,"about_ca_system_score_gemma":0.0004897134,"threshold_uncertainty_score":0.99960315},"labels":[],"label_agreement":null},{"id":"W4400859807","doi":"10.2139/ssrn.4868225","title":"&lt;span&gt;Submission to the Canadian Sustainability Standards Board (CSSB) consultation on the Canadian Sustainability Disclosure Standards (CSDS)&lt;br&gt;&lt;/span&gt;","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Span (engineering); Sustainability; Accounting; Political science; Business; Engineering; Biology; Ecology; Civil engineering","score_opus":0.006433162347854062,"score_gpt":0.27843671336202136,"score_spread":0.2720035510141673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400859807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.863106,0.0012539359,0.00044478904,0.10923765,0.0016087134,0.0049815597,0.0025233657,0.000108339824,0.016735617],"genre_scores_gemma":[0.9919178,0.0007316016,0.000024087734,0.0010471793,0.0005303967,0.00020757169,0.0000968261,0.00013965135,0.005304875],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9861761,0.0014303782,0.0010723621,0.0014424608,0.004069665,0.005809085],"domain_scores_gemma":[0.99518955,0.0002917902,0.00049169135,0.0014031401,0.0005247629,0.002099065],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013365778,0.0011036801,0.00080620457,0.0003192663,0.0045695878,0.0014125784,0.001988397,0.0008621984,0.0014606124],"category_scores_gemma":[0.0026822188,0.0007399686,0.00060098397,0.0008820908,0.0010637884,0.00032547305,0.001165065,0.00809918,0.00012822906],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0032028025,0.0022445098,0.15351887,0.0012274748,0.0045968406,0.0009855824,0.063842855,0.09633637,0.001150589,0.20368513,0.2125459,0.25666305],"study_design_scores_gemma":[0.0011428343,0.0014056588,0.09760122,0.00027577986,0.0004993955,0.00009458937,0.016114201,0.0006459647,0.000111146226,0.5488992,0.33125582,0.0019542417],"about_ca_topic_score_codex":0.6211458,"about_ca_topic_score_gemma":0.99381006,"teacher_disagreement_score":0.37266427,"about_ca_system_score_codex":0.21130402,"about_ca_system_score_gemma":0.056778297,"threshold_uncertainty_score":0.9996241},"labels":[],"label_agreement":null},{"id":"W4400953904","doi":"10.1080/14615517.2024.2383816","title":"Reversing the gaze: understanding how community members are negatively affected by impact assessment","year":2024,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reversing; Gaze; Environmental impact assessment; Environmental planning; Environmental resource management; Psychology; Computer science; Political science; Environmental science; Artificial intelligence; Engineering","score_opus":0.053552323787492924,"score_gpt":0.4104874373091588,"score_spread":0.3569351135216659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400953904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97552615,0.0002237173,0.0029925823,0.0027982523,0.00050520553,0.0011175456,0.00020760637,0.00023681698,0.016392108],"genre_scores_gemma":[0.9983052,0.00016688605,0.0006296081,0.00016924359,0.00011227123,0.000059580976,0.00013475108,0.00007277988,0.0003496788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99603206,0.0011646136,0.00032182742,0.0005253346,0.00094815966,0.0010080009],"domain_scores_gemma":[0.99785614,0.0010280388,0.00022954113,0.00043865334,0.00000863133,0.00043901338],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017680845,0.0006346669,0.0004850775,0.000109809254,0.0016778422,0.0012770667,0.00045867593,0.00020109159,0.0008685902],"category_scores_gemma":[0.000092356684,0.00041164045,0.00032159616,0.00078749633,0.0006942405,0.0015061818,0.0005005211,0.001417462,0.000017754888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002191372,0.0013563563,0.63928795,0.00024911927,0.0018588399,0.000104101506,0.019168794,0.00033374553,0.042960715,0.0006358207,0.2817006,0.012124834],"study_design_scores_gemma":[0.0018340795,0.0015875567,0.9378796,0.00036346927,0.00040965914,0.000097283526,0.035795975,0.011567265,0.00039742925,0.0010933809,0.007507002,0.0014672508],"about_ca_topic_score_codex":0.0037185727,"about_ca_topic_score_gemma":0.00028866372,"teacher_disagreement_score":0.29859173,"about_ca_system_score_codex":0.003744836,"about_ca_system_score_gemma":0.00022484653,"threshold_uncertainty_score":0.9998335},"labels":[],"label_agreement":null},{"id":"W4401045948","doi":"10.2139/ssrn.4907749","title":"Stability and Reliability of Regional Cumulative Impact Mapping: A Canadian Pacific Case Study","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of Canada; Fisheries and Oceans Canada","funders":"","keywords":"Reliability (semiconductor); Geography; Stability (learning theory); Regional science; Environmental science; Econometrics; Economics; Computer science","score_opus":0.026218825567094654,"score_gpt":0.3096071783626094,"score_spread":0.2833883527955148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401045948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996798,0.00044724753,0.00003252146,0.00032933764,0.00016557804,0.0007446624,0.00007656822,0.000015092023,0.00139099],"genre_scores_gemma":[0.99912024,0.00042977853,0.000051503623,0.000014849139,0.00007533958,0.000016356407,0.0000089702,0.000032371474,0.00025059262],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99612415,0.0003949046,0.00057687203,0.00061772414,0.00056564534,0.00172072],"domain_scores_gemma":[0.99874634,0.00007014144,0.00029916424,0.00039767392,0.000018859317,0.0004678114],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0029380014,0.00039517987,0.0004800538,0.00011448911,0.0003031761,0.000090674366,0.0002834,0.00023002598,0.00046303583],"category_scores_gemma":[0.000050697363,0.00032554526,0.00026653704,0.00020574233,0.00041608288,0.000157291,0.0007719181,0.0039649527,0.00002170225],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052681626,0.0006430111,0.9776227,0.000051441737,0.00047953636,0.0004905015,0.016290342,0.0005495776,0.00011767134,0.00013712826,0.00012510213,0.0034402993],"study_design_scores_gemma":[0.00097314245,0.0016633308,0.38041013,0.00010412627,0.00036995095,0.0044536213,0.15620853,0.0008150243,0.000018144501,0.4538363,0.00016065006,0.0009870427],"about_ca_topic_score_codex":0.39156282,"about_ca_topic_score_gemma":0.30513567,"teacher_disagreement_score":0.59721255,"about_ca_system_score_codex":0.011292765,"about_ca_system_score_gemma":0.0021859284,"threshold_uncertainty_score":0.99991965},"labels":[],"label_agreement":null},{"id":"W4401178036","doi":"10.1163/22116001-03801005","title":"Reflections on the Consideration of Greenhouse Gas Emissions in Environmental Impact Assessment","year":2024,"lang":"en","type":"article","venue":"Ocean Yearbook Online","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Sustainability; Context (archaeology); Environmental impact assessment; Impact assessment; Climate change; Environmental planning; Environmental resource management; Business; Environmental science; Environmental economics; Political science; Geography; Economics; Public administration; Law","score_opus":0.030804452642271638,"score_gpt":0.3663589811945033,"score_spread":0.3355545285522316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401178036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98488224,0.000034647925,0.000030115121,0.0011323122,0.00008764225,0.00025681726,0.000092132395,0.000033264067,0.013450824],"genre_scores_gemma":[0.9981336,0.0002054355,0.0003160803,0.00021988754,0.00005816774,0.0000053572385,0.00004543405,0.000023481176,0.0009925715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887025,0.00009906915,0.00024823486,0.00023292322,0.00034145388,0.00020809435],"domain_scores_gemma":[0.99952435,0.00012631233,0.000050695508,0.00021379972,8.173593e-7,0.00008403313],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002054962,0.00015122056,0.00013329956,0.00008387764,0.00011378036,0.000032516393,0.00012299395,0.00006152258,0.003943542],"category_scores_gemma":[0.000014555822,0.00010198807,0.00009951479,0.00024023533,0.00019765891,0.00015317544,0.00010007304,0.00028702995,0.00014680206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012565972,0.0066082394,0.47974563,0.000044140183,0.00029987807,0.00020168451,0.006126202,0.009202775,0.42540658,0.003641716,0.04958538,0.01901211],"study_design_scores_gemma":[0.0006933641,0.0009795737,0.96840507,0.00021478184,0.00006640617,0.000023195864,0.0013571233,0.009331925,0.003990596,0.0057994793,0.008632166,0.00050634885],"about_ca_topic_score_codex":0.00021723012,"about_ca_topic_score_gemma":0.00012253551,"teacher_disagreement_score":0.4886594,"about_ca_system_score_codex":0.00048413698,"about_ca_system_score_gemma":0.000026497617,"threshold_uncertainty_score":0.996967},"labels":[],"label_agreement":null},{"id":"W4401183087","doi":"10.19044/esj.2024.v20n20p80","title":"Le Tramway de Québec comme Catalyseur de la Durabilité des Transports Publics et de la Résilience face aux Changements Climatiques : Une revue critique","year":2024,"lang":"fr","type":"article","venue":"European Scientific Journal ESJ","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Publics; Political science; Philosophy; Politics","score_opus":0.03240825166549312,"score_gpt":0.33973788599004684,"score_spread":0.30732963432455374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401183087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9059678,0.003185862,0.013955192,0.0134449275,0.0010888379,0.00026288154,0.00014558491,0.00010595924,0.06184296],"genre_scores_gemma":[0.9749023,0.002400051,0.0029625385,0.0009158783,0.00022414463,0.000008949371,0.000022715069,0.0000971526,0.018466294],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9927751,0.003915496,0.00070834364,0.00069673883,0.0006861498,0.0012181841],"domain_scores_gemma":[0.9980054,0.00043812106,0.00019851602,0.00041388534,0.000026914953,0.0009172017],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0114743505,0.00041262456,0.00031802082,0.00015701893,0.0015216537,0.002916974,0.0010241746,0.00016621163,0.00097299623],"category_scores_gemma":[0.0002986953,0.00042289603,0.00031712904,0.00079925073,0.0040469803,0.0024388118,0.0002765546,0.0013908247,0.00038430264],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050748087,0.0030376755,0.1273229,0.0008691987,0.00025901958,0.006312893,0.5992872,0.004951068,0.121636726,0.0067798775,0.038613953,0.09087874],"study_design_scores_gemma":[0.0011262116,0.0004079456,0.49774468,0.0023597912,0.00032628202,0.0049337386,0.04126324,0.0033636508,0.0063682324,0.01898623,0.4215866,0.0015333951],"about_ca_topic_score_codex":0.012681755,"about_ca_topic_score_gemma":0.0072903247,"teacher_disagreement_score":0.5580239,"about_ca_system_score_codex":0.0020966537,"about_ca_system_score_gemma":0.0010799142,"threshold_uncertainty_score":0.9999403},"labels":[],"label_agreement":null},{"id":"W4401249519","doi":"10.29173/spectrum248","title":"From Participant to Partner: Applying Indigenous Understandings of Treaties to Canada’s Environmental Impact Assessment Processes","year":2024,"lang":"en","type":"article","venue":"Spectrum","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Indigenous; Participant observation; Political science; Environmental planning; Environmental impact assessment; Geography; Environmental resource management; Environmental protection; Sociology; Environmental science; Law; Social science; Ecology; Biology","score_opus":0.02275531398443873,"score_gpt":0.3040495299516226,"score_spread":0.28129421596718385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401249519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99491835,0.0001159524,0.0004332346,0.0007892775,0.0001867924,0.00067177846,0.00032333637,0.00004601053,0.0025152476],"genre_scores_gemma":[0.9984076,0.000032227963,0.00037019118,0.00025092653,0.00008885912,0.000098573306,0.00004082626,0.0000378602,0.000672923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978442,0.00003771326,0.00032730418,0.0004583753,0.0007176646,0.00061470864],"domain_scores_gemma":[0.9992173,0.000075228214,0.00006217469,0.00023111305,0.0000010664944,0.0004131308],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012669104,0.00027899502,0.00031069404,0.000055353805,0.00018033954,0.00009025499,0.00025419085,0.000053278258,0.0026379095],"category_scores_gemma":[0.000009792978,0.00023680949,0.0000784907,0.0003063439,0.00011488046,0.00018214525,0.000245941,0.00013586035,0.00017561222],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012920241,0.0006868439,0.8045586,0.000115466,0.0006195236,0.00020934113,0.06110702,0.006240423,0.10763024,0.00015388598,0.0075106607,0.011038844],"study_design_scores_gemma":[0.00045022817,0.0011927311,0.9300963,0.00018889499,0.00022217848,0.000009359646,0.016569123,0.00022670232,0.035334732,0.0035672677,0.011050955,0.001091473],"about_ca_topic_score_codex":0.49130964,"about_ca_topic_score_gemma":0.3397332,"teacher_disagreement_score":0.15157643,"about_ca_system_score_codex":0.003071629,"about_ca_system_score_gemma":0.00027056303,"threshold_uncertainty_score":0.9982738},"labels":[],"label_agreement":null},{"id":"W4401673314","doi":"10.1080/14615517.2024.2383818","title":"Toward a common categorization for valued components: using a review of valued components and indicators in the lower James Bay Region of Ontario and Quebec, Canada, to support cumulative impact science in Canada","year":2024,"lang":"en","type":"review","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada; Impact; Memorial University of Newfoundland","funders":"","keywords":"Categorization; Deliverable; Bay; Computer science; Impact assessment; Environmental impact statement; Government (linguistics); Environmental resource management; Environmental impact assessment; Geography; Environmental science; Political science; Engineering; Systems engineering; Artificial intelligence; Public administration","score_opus":0.07502976367390983,"score_gpt":0.4184647665383883,"score_spread":0.3434350028644785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401673314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89745396,0.09800788,0.000023921017,0.00008053716,0.00021338122,0.0038237397,0.00023020407,0.000004346231,0.00016204876],"genre_scores_gemma":[0.7823639,0.21695967,0.00018443796,0.00011349629,0.000016468339,0.00010398525,0.00020348653,0.00003558795,0.000018965266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99678093,0.0003329914,0.0009234843,0.0005356633,0.0009207897,0.0005061243],"domain_scores_gemma":[0.9986818,0.000261098,0.0005996507,0.00024327928,0.000015649412,0.00019853789],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010944619,0.0005168234,0.0014819227,0.0003361411,0.000115764604,0.00007622339,0.00035824202,0.000105747036,0.000036610767],"category_scores_gemma":[0.00005472569,0.0003398173,0.0001228853,0.0012766605,0.00031905272,0.00036170325,0.00033796573,0.00036982883,1.4416273e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00026648276,0.0008390307,0.8223884,0.0291731,0.0005426282,0.00014464973,0.014644591,0.00007979352,0.0000828055,0.00008221004,0.0024885011,0.1292678],"study_design_scores_gemma":[0.0015809061,0.0012043082,0.9455547,0.024993781,0.0013591673,0.0001026889,0.0013806084,0.00066040317,0.0000075899825,0.000051031384,0.02175159,0.0013532622],"about_ca_topic_score_codex":0.9977385,"about_ca_topic_score_gemma":0.99372315,"teacher_disagreement_score":0.12791453,"about_ca_system_score_codex":0.007774313,"about_ca_system_score_gemma":0.00881705,"threshold_uncertainty_score":0.9999054},"labels":[],"label_agreement":null},{"id":"W4401812307","doi":"10.55016/ojs/sppp.v16i1.76064","title":"Climate Risk Assessment and Adaptation Considerations for Municipal Governance","year":2023,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Climate change adaptation; Corporate governance; Environmental planning; Risk governance; Risk assessment; Environmental resource management; Climate risk; Climate change; Business; Risk analysis (engineering); Environmental science; Computer science; Psychology; Ecology; Computer security","score_opus":0.0708526456343797,"score_gpt":0.3603286370264756,"score_spread":0.2894759913920959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401812307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8813799,0.000035198133,0.0015201702,0.07821879,0.00010901047,0.0013177957,0.0010628253,0.00020079094,0.03615554],"genre_scores_gemma":[0.99385256,0.00045414196,0.003614637,0.00045818504,0.00007817316,0.00035276232,0.00006497747,0.000015702823,0.0011088724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998658,0.00015281506,0.00031975843,0.0002065729,0.00029388952,0.0003689449],"domain_scores_gemma":[0.9986633,0.0004407867,0.00030059626,0.00038234802,0.000025484253,0.00018748122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001105691,0.00011373955,0.00012715,0.00007335849,0.0007678277,0.00015344727,0.00024658986,0.000051950938,0.0006036602],"category_scores_gemma":[0.0012744921,0.00009114298,0.00006438383,0.00067137997,0.00036014494,0.00076512626,0.0002747792,0.00013429107,0.00014358031],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007323792,0.00032848664,0.49466878,0.000019184165,0.0001248136,2.0210956e-7,0.0023537592,0.0013506373,0.002487591,0.43460777,0.044991087,0.019060371],"study_design_scores_gemma":[0.0003229875,0.000038389207,0.9488918,0.000003103693,0.000025178473,0.0000015125269,0.00065072055,0.007920301,0.000023290502,0.034033716,0.007986374,0.00010259702],"about_ca_topic_score_codex":0.0012156415,"about_ca_topic_score_gemma":0.0005478092,"teacher_disagreement_score":0.45422307,"about_ca_system_score_codex":0.00025931746,"about_ca_system_score_gemma":0.00011387818,"threshold_uncertainty_score":0.66096556},"labels":[],"label_agreement":null},{"id":"W4401909416","doi":"10.2139/ssrn.4920154","title":"Developing a Climate Change Mitigation Policy Inventory for Canada †","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; University of Saskatchewan; University of Calgary; Simon Fraser University","funders":"","keywords":"Climate change; Natural resource economics; Climate change mitigation; Environmental planning; Environmental resource management; Business; Environmental science; Economics; Oceanography; Geology","score_opus":0.020199852813246915,"score_gpt":0.2964093970659798,"score_spread":0.27620954425273286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401909416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781036,0.0023465015,0.0011086045,0.012127323,0.0019724027,0.0012082126,0.0001689396,0.000052402494,0.002912042],"genre_scores_gemma":[0.9903145,0.005726588,0.00030408378,0.0010488279,0.0013445679,0.00015549635,0.00007488453,0.00006470938,0.0009663434],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9964867,0.00006436022,0.00033566484,0.00034666216,0.00047209446,0.0022944743],"domain_scores_gemma":[0.99943894,0.000018595301,0.00023784615,0.00014533632,0.000007188245,0.00015207924],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008226972,0.00029034374,0.00024266569,0.00006801647,0.00032000712,0.00010385625,0.0003652871,0.00017690855,0.000054210446],"category_scores_gemma":[0.000026566237,0.0002795532,0.0001629759,0.00012880468,0.00006707135,0.00013415788,0.00085032865,0.0020194296,0.000046748482],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023186086,0.0004218588,0.15721038,0.0014631613,0.00238566,0.00010333314,0.007474275,0.0015288545,0.0018958698,0.38887173,0.010264151,0.42814887],"study_design_scores_gemma":[0.00038706744,0.000117139294,0.008516491,0.00025001893,0.000116971445,0.000074668336,0.0016880707,0.00042552478,0.00011643023,0.9817419,0.005914532,0.0006511817],"about_ca_topic_score_codex":0.29407054,"about_ca_topic_score_gemma":0.71791464,"teacher_disagreement_score":0.5928702,"about_ca_system_score_codex":0.02630924,"about_ca_system_score_gemma":0.0045426884,"threshold_uncertainty_score":0.99996567},"labels":[],"label_agreement":null},{"id":"W4401939155","doi":"10.2307/jj.18255069.10","title":"The Absence of—and Need for—a Transboundary Environmental Impact Assessment Agreement between the United States and Canada","year":2017,"lang":"en","type":"book-chapter","venue":"State University of New York Press eBooks","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Agreement; Political science; Impact assessment; Environmental planning; Environmental protection; Environmental science; Environmental resource management; Law; Philosophy","score_opus":0.02345804247859628,"score_gpt":0.2377498774697462,"score_spread":0.21429183499114993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401939155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8488929,0.0004797353,0.00044620916,0.0003942369,0.00014743645,0.0024116652,0.003857834,0.000016721802,0.14335324],"genre_scores_gemma":[0.5847828,0.0027451527,0.00023597384,0.000051730418,0.000032784566,0.0000013779317,0.00019843255,0.000041979118,0.4119098],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986922,0.000041891613,0.00022376399,0.00027987384,0.00048207009,0.00028020036],"domain_scores_gemma":[0.9987604,0.00020797599,0.00046833203,0.0003601925,0.0000046610007,0.00019843437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000188327,0.00029371583,0.00033253047,0.00002061316,0.0008787484,0.000047062393,0.00052039576,0.000092544826,0.0000771882],"category_scores_gemma":[0.0000018966207,0.0002173378,0.00010773956,0.0000037043988,0.0016315812,0.00007282518,0.00037942315,0.00022909499,6.2088776e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002431634,0.00028927563,0.26736403,0.0007242062,0.009763893,0.00016589981,0.06886336,0.0032072496,0.0034494062,0.005984344,0.074709214,0.56304747],"study_design_scores_gemma":[0.0023963023,0.00069424475,0.24664223,0.00018805533,0.0005705163,0.000004049893,0.0026675316,0.00027440183,0.00022116397,0.0066196825,0.7388451,0.00087672565],"about_ca_topic_score_codex":0.619566,"about_ca_topic_score_gemma":0.17233917,"teacher_disagreement_score":0.6641359,"about_ca_system_score_codex":0.00041083363,"about_ca_system_score_gemma":0.00012583152,"threshold_uncertainty_score":0.8862778},"labels":[],"label_agreement":null},{"id":"W4402063828","doi":"10.55284/sol.v2023i4.119","title":"Implementation of CITES: A Mixed Methods Survey","year":2023,"lang":"en","type":"article","venue":"Science of law.","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saskatchewan Polytechnic","funders":"","keywords":"CITES; Computer science; Biology; Fishery","score_opus":0.05784396192381174,"score_gpt":0.4508134271581659,"score_spread":0.39296946523435416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402063828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910716,0.0000025669322,0.00030842825,0.00003856511,0.00014654476,0.00010824186,0.000023194316,0.0000150884125,0.00828578],"genre_scores_gemma":[0.9942136,0.0000086307255,0.005599301,0.000031974927,0.000004556265,0.0000041688886,0.000006915735,0.0000046887617,0.00012616914],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986898,0.00012216892,0.00021927187,0.00019221901,0.00052950485,0.0002470893],"domain_scores_gemma":[0.9995208,0.00009469114,0.00012864478,0.00016893884,0.000008709199,0.00007824204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025580726,0.000067698165,0.00012589697,0.00005025276,0.00012360596,0.000012412837,0.00032521706,0.000021769798,0.00081833533],"category_scores_gemma":[0.00005647586,0.00006011792,0.00003758317,0.0010687837,0.0012003818,0.00038280725,0.00028680603,0.00003410454,0.00009110259],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038287626,0.0000471371,0.34127218,0.0000064201677,0.000005254842,5.09978e-7,0.0012835757,0.0001493117,0.6324484,0.00078699435,0.0002758907,0.023720562],"study_design_scores_gemma":[0.00010449545,0.000057751342,0.7971784,0.0000029684322,0.0000031484958,1.966974e-7,0.00087789475,0.00011444438,0.20020142,0.0013134163,0.00008935303,0.00005651268],"about_ca_topic_score_codex":0.0056929486,"about_ca_topic_score_gemma":0.0006560397,"teacher_disagreement_score":0.45590624,"about_ca_system_score_codex":0.00009628528,"about_ca_system_score_gemma":0.000025531777,"threshold_uncertainty_score":0.8960198},"labels":[],"label_agreement":null},{"id":"W4402199008","doi":"10.5206/wurjhns.2023-24.3","title":"Balancing Act: Reassessing the Canadian Government Environmental Priorities in the Wake of the Sydney Tar Ponds Disaster","year":2024,"lang":"en","type":"article","venue":"Western Undergraduate Research Journal Health and Natural Sciences","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Wake; Government (linguistics); Environmental planning; tar (computing); Public administration; Political science; Environmental resource management; Environmental protection; Business; Environmental science; Engineering; Computer science","score_opus":0.033921646289860795,"score_gpt":0.36549984577068584,"score_spread":0.33157819948082506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402199008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9299219,0.002686851,0.0000019897413,0.065592855,0.0003060412,0.00029828234,0.000011754835,0.0000031260938,0.0011771725],"genre_scores_gemma":[0.99665153,0.0015245142,0.00002212046,0.0011934926,0.0000853399,0.000005954974,8.209573e-7,0.000007054986,0.00050918787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955577,0.00084247655,0.0003110689,0.00024767447,0.002236858,0.0008041946],"domain_scores_gemma":[0.9990681,0.00036373723,0.00009318768,0.00014807822,0.000002977958,0.00032391184],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0045165243,0.00013982649,0.00013843704,0.000055584394,0.0027290946,0.00067874655,0.00074934645,0.000044785334,0.00003069939],"category_scores_gemma":[0.000054174674,0.000060065086,0.00006603018,0.0005131797,0.0017749012,0.000604991,0.00028491713,0.0010755983,0.000010349542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019278485,0.000062624815,0.9430329,0.00005837992,0.000017282488,0.000041185504,0.012574936,0.000040500872,0.0012739612,0.00066137966,0.0009383536,0.041279174],"study_design_scores_gemma":[0.00021520787,0.00029333922,0.96822053,0.0004003644,0.0000068374616,0.00030226845,0.016732031,0.00066780124,0.00006254425,0.0055182646,0.0074178814,0.00016290628],"about_ca_topic_score_codex":0.025332732,"about_ca_topic_score_gemma":0.12878856,"teacher_disagreement_score":0.10345583,"about_ca_system_score_codex":0.0017208582,"about_ca_system_score_gemma":0.00037881918,"threshold_uncertainty_score":0.9985692},"labels":[],"label_agreement":null},{"id":"W4402678035","doi":"10.1201/9781003578932-8","title":"SEA Within the Government of Canada and Specifically Within the Department of Foreign Affairs and International Trade","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Veterans Affairs; Foreign policy; Government (linguistics); Political science; International relations; International trade; Business; Medicine; Law; Politics; Internal medicine; Philosophy","score_opus":0.01111748956835535,"score_gpt":0.2108287095724996,"score_spread":0.19971122000414426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402678035","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030363634,0.00014245881,0.000008160586,0.0017055409,0.0002139257,0.00043265673,0.00033796532,0.000005191449,0.96679044],"genre_scores_gemma":[0.89468163,0.00013645287,0.00012938955,0.00017223001,0.00003093421,0.000006640606,0.000008405749,0.000018238004,0.10481608],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99834394,0.000014134862,0.00032426397,0.00022505013,0.0009825614,0.00011006685],"domain_scores_gemma":[0.99948025,0.00006665256,0.00021052569,0.00016553565,0.0000010587235,0.000075994954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021504192,0.00019666803,0.00018649704,0.0000056678036,0.00007329753,0.000022856626,0.00022705678,0.00006957814,0.00079601473],"category_scores_gemma":[0.000004579235,0.00010491759,0.00005082337,0.00001416123,0.00052905333,0.00004922497,0.0003296252,0.00018664115,0.000001913146],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001803283,0.00019112296,0.03607917,0.0001373712,0.0012896267,0.00005987634,0.003900991,0.00051011896,0.0015611091,0.9281435,0.021515878,0.0064309323],"study_design_scores_gemma":[0.0028577403,0.0015368663,0.37177694,0.0009736825,0.0015208661,0.00019497986,0.038180035,0.0032397327,0.0110797,0.3896632,0.17587936,0.0030969142],"about_ca_topic_score_codex":0.010398464,"about_ca_topic_score_gemma":0.11080985,"teacher_disagreement_score":0.864318,"about_ca_system_score_codex":0.00042044316,"about_ca_system_score_gemma":0.000034305136,"threshold_uncertainty_score":0.9961914},"labels":[],"label_agreement":null},{"id":"W4402680240","doi":"10.1080/14615517.2024.2400458","title":"Informing public interest determinations in impact assessment using a multiple account evaluation framework","year":2024,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Impact assessment; Computer science; Environmental resource management; Environmental planning; Environmental science; Political science; Public administration","score_opus":0.0897072627998213,"score_gpt":0.4861356678884815,"score_spread":0.3964284050886602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402680240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99084806,0.000111014546,0.0037847003,0.00027245228,0.0004994821,0.0011630676,0.000051354327,0.00009886202,0.0031709806],"genre_scores_gemma":[0.99355,0.000060915852,0.0058289273,0.000055419263,0.00014814177,0.00017126344,0.000110049885,0.000052640375,0.000022637476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968514,0.00028886297,0.00056962867,0.0005733678,0.00092844915,0.00078833307],"domain_scores_gemma":[0.9986622,0.0006100779,0.00016589844,0.00030092415,0.00001877195,0.00024214237],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016570269,0.0004733403,0.00038109062,0.0003751768,0.00030607794,0.0009352998,0.00027130885,0.00023834837,0.0014002724],"category_scores_gemma":[0.00017441128,0.00038279122,0.00021234194,0.0009212088,0.00020768994,0.0027826724,0.00040014388,0.00070211076,0.000030746334],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002289843,0.00031558765,0.9104096,0.00003700558,0.000118256656,0.000026443042,0.0023372099,0.00042457838,0.004125002,0.0002903961,0.00020504603,0.081687964],"study_design_scores_gemma":[0.00071824243,0.0003174507,0.721194,0.00016295334,0.00008079135,0.000044213404,0.001216154,0.27432945,0.00003612553,0.0008195488,0.0005936187,0.00048743075],"about_ca_topic_score_codex":0.0016915727,"about_ca_topic_score_gemma":0.0006798282,"teacher_disagreement_score":0.27390486,"about_ca_system_score_codex":0.0035094754,"about_ca_system_score_gemma":0.0005899913,"threshold_uncertainty_score":0.9998624},"labels":[],"label_agreement":null},{"id":"W4402713087","doi":"10.1016/j.polgeo.2024.103190","title":"Jurisdictional imaginaries as contested geographies: A metaphor analysis of reference cases about Canada's Impact Assessment Act","year":2024,"lang":"en","type":"article","venue":"Political Geography","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Alberta; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Metaphor; Political science; Sociology; Philosophy; Linguistics","score_opus":0.010757671918518012,"score_gpt":0.31886231107598895,"score_spread":0.30810463915747094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402713087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.971136,0.00036997735,0.000058738136,0.000488443,0.00013676734,0.00018631211,0.000899027,0.00006758825,0.026657164],"genre_scores_gemma":[0.99891585,0.00008305371,0.00019776323,0.00039855368,0.00003079453,0.000037496455,0.00019600875,0.000019292082,0.00012118277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719346,0.00012394914,0.00045066525,0.00048157765,0.00097362674,0.0007766983],"domain_scores_gemma":[0.99859893,0.0004504751,0.000081785634,0.00030473789,0.000021021042,0.00054303906],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021621997,0.0003208774,0.00051007845,0.00040337,0.00019207022,0.00012732921,0.000268864,0.00009128751,0.0053268005],"category_scores_gemma":[0.00004244363,0.00025805354,0.00060624117,0.0020784864,0.0010246256,0.00032007645,0.00017059107,0.00028787402,0.000028147639],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020188096,0.00020739826,0.9829835,0.000019456911,0.0022598305,0.00009071784,0.00007924059,0.00007351049,0.00047783894,0.012563435,0.00054422085,0.0006806049],"study_design_scores_gemma":[0.00013078634,0.00018915354,0.99290943,0.000022536096,0.0013164621,0.000014537924,0.0002801484,0.00038357382,0.00019480345,0.0025085898,0.0017756113,0.00027438515],"about_ca_topic_score_codex":0.71822876,"about_ca_topic_score_gemma":0.0958486,"teacher_disagreement_score":0.62238014,"about_ca_system_score_codex":0.0004869432,"about_ca_system_score_gemma":0.00022740649,"threshold_uncertainty_score":0.9999872},"labels":[],"label_agreement":null},{"id":"W4403028169","doi":"10.21203/rs.3.rs-5010733/v1","title":"Setting tiered management triggers using a values-based approach in an Indigenous-led cumulative effects management system","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Mitacs","keywords":"Indigenous; Operations management; Management system; Computer science; Reliability engineering; Business; Engineering; Biology","score_opus":0.0448971706702069,"score_gpt":0.4046583647973022,"score_spread":0.35976119412709534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403028169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96561867,0.0002139036,0.0009274648,0.000029448625,0.00030047272,0.0070345784,0.0000599391,0.00017639101,0.025639137],"genre_scores_gemma":[0.98839986,0.000038268347,0.009497032,0.000029212742,0.00009156894,0.0009288685,0.00020422724,0.00012578431,0.00068517745],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9918223,0.0018760944,0.0006102139,0.0015582014,0.0026859562,0.0014472128],"domain_scores_gemma":[0.9983387,0.00014803471,0.00017356606,0.00092886225,0.000015807227,0.00039505505],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034302808,0.00059899123,0.0006200375,0.00069908064,0.00053348154,0.00042688253,0.00093789585,0.0003925791,0.00009969462],"category_scores_gemma":[0.000013053715,0.0005769259,0.0002500099,0.0010888397,0.0003248556,0.00020645,0.004295658,0.0017627935,0.00028238725],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000643828,0.005247311,0.12923378,0.06296444,0.0015428651,0.0060084797,0.035715077,0.6818545,0.0013748962,0.0009897184,0.0005196261,0.07390549],"study_design_scores_gemma":[0.0051524774,0.001001557,0.2722731,0.013551029,0.00057879096,0.000009814438,0.048066918,0.6477323,0.00082002353,0.0075924867,0.0002085726,0.0030129296],"about_ca_topic_score_codex":0.0012390956,"about_ca_topic_score_gemma":0.00004338741,"teacher_disagreement_score":0.14303932,"about_ca_system_score_codex":0.009414662,"about_ca_system_score_gemma":0.00007377276,"threshold_uncertainty_score":0.99966824},"labels":[],"label_agreement":null},{"id":"W4403081546","doi":"10.1111/gec3.70005","title":"Pieces of an Inter‐Disciplinary Puzzle: Connecting Environmental Impact Assessment and Environmental Disaster Studies","year":2024,"lang":"en","type":"article","venue":"Geography Compass","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Discipline; Environmental disaster; Environmental impact assessment; Environmental resource management; Environmental planning; Environmental studies; Geography; Environmental science; Sociology; Ecology; Environmental protection; Social science; Oil spill; Biology","score_opus":0.01835092386385798,"score_gpt":0.3388183854921303,"score_spread":0.3204674616282723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403081546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962596,0.0015988065,0.00018572525,0.000119416705,0.00034728728,0.00034271268,0.00027165233,0.00007833288,0.00079641485],"genre_scores_gemma":[0.9982888,0.00042533877,0.0008636769,0.000049631748,0.00008808815,0.000031745112,0.00015320307,0.00004526967,0.000054220814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976324,0.00016594604,0.0004676542,0.00067952985,0.00054750073,0.00050697435],"domain_scores_gemma":[0.9991186,0.00012117117,0.00013981714,0.0003444632,0.0000011697689,0.00027476283],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003695247,0.00042724801,0.00045373393,0.000132325,0.00037461726,0.000119460805,0.00029951453,0.00009762197,0.0017037813],"category_scores_gemma":[0.0000030338294,0.00035278802,0.0002678843,0.00018180124,0.0008651403,0.0009693246,0.0008500572,0.00029201218,0.00007702874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040590756,0.0007641339,0.9354076,0.00006441437,0.0005523925,0.00005625656,0.0059757438,0.00037223686,0.01664365,0.00002563506,0.00033700693,0.03976034],"study_design_scores_gemma":[0.00049287936,0.0008039131,0.97839475,0.00009915039,0.00014606009,0.000054817796,0.0130237965,0.0041251252,0.0005455473,0.0006793602,0.0011046589,0.00052993733],"about_ca_topic_score_codex":0.00011495626,"about_ca_topic_score_gemma":0.000051940122,"teacher_disagreement_score":0.042987157,"about_ca_system_score_codex":0.00040041824,"about_ca_system_score_gemma":0.0000060820357,"threshold_uncertainty_score":0.9998924},"labels":[],"label_agreement":null},{"id":"W4403092305","doi":"10.1515/ldr-2024-0082","title":"Modernization of Nigeria’s Mining Industry: The Case for Participation and Sustainable Development of Local Communities","year":2024,"lang":"en","type":"article","venue":"The Law and Development Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Modernization theory; Sustainable development; Political science; Economic growth; Development economics; Economics; Law","score_opus":0.04200331472221823,"score_gpt":0.3144580970411076,"score_spread":0.27245478231888937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403092305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844867,0.008139492,0.0049993163,0.00038564857,0.00002375432,0.00061896857,0.0000026837845,0.00000909817,0.0013343202],"genre_scores_gemma":[0.99692774,0.001231017,0.0012367523,0.00028679232,0.0000039309757,0.000073686286,0.0000092924,0.0000057051802,0.00022505854],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938893,0.00006514559,0.00024663226,0.0000690367,0.000102532686,0.00012774285],"domain_scores_gemma":[0.99973845,0.00008722522,0.000063781765,0.00007692591,0.00000645811,0.000027127253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006907828,0.0000773841,0.0001320397,0.0000064569886,0.0003269711,0.000021555119,0.00006481539,0.000033238637,0.00006174235],"category_scores_gemma":[0.0000057743573,0.000043802702,0.000012552763,0.000068026,0.00024652886,0.000113029804,0.00016764305,0.00005762047,0.000001448724],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044349577,0.00026321388,0.018731892,0.013033055,0.00033372504,0.000031943513,0.16407563,0.00032731777,0.0003314456,0.029764595,0.001690044,0.7713728],"study_design_scores_gemma":[0.0017663805,0.0004633901,0.0835705,0.011063169,0.0007261173,0.00025453878,0.25043225,0.004790634,0.018616162,0.0066532004,0.6199418,0.0017219058],"about_ca_topic_score_codex":0.00017789128,"about_ca_topic_score_gemma":0.0002606713,"teacher_disagreement_score":0.7696509,"about_ca_system_score_codex":0.00005620701,"about_ca_system_score_gemma":0.000029593504,"threshold_uncertainty_score":0.25148302},"labels":[],"label_agreement":null},{"id":"W4403825060","doi":"10.1093/eurpub/ckae144.1560","title":"Realising the health benefits of City Development Plan in Ireland: The process and influence of HIA","year":2024,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Process (computing); Plan (archaeology); Process management; Environmental planning; Business; Environmental health; Political science; Geography; Medicine; Computer science","score_opus":0.047979135736580136,"score_gpt":0.31264719917822215,"score_spread":0.264668063441642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403825060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905182,0.00077144627,0.00012955848,0.007709186,0.00005484166,0.0001230789,0.0000058411956,0.000003582415,0.00068423344],"genre_scores_gemma":[0.9987666,0.0003933738,0.00018444925,0.0005969578,0.000027002925,5.143664e-7,0.0000010551327,0.000009495442,0.000020554642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976049,0.00092471857,0.00067767466,0.00010599265,0.0004361959,0.00025050438],"domain_scores_gemma":[0.99919146,0.00008325873,0.0004455651,0.00009645136,0.000009778222,0.00017346573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008231781,0.00008778153,0.00018928939,0.000049994156,0.00014564756,0.00004238032,0.0002892092,0.000011804148,0.000025429577],"category_scores_gemma":[0.000065176304,0.00004818565,0.000027118977,0.00026588223,0.0001973049,0.00029386385,0.00011795696,0.0002703902,0.0000027816723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013577692,0.00019859799,0.5053485,0.00022238462,0.000042025495,0.000015194286,0.073166616,0.0015954559,0.00015050708,0.00016253715,0.00048512136,0.41859946],"study_design_scores_gemma":[0.00015646094,0.00020791346,0.99577355,0.000228055,0.000001810611,0.000028888584,0.0013925009,0.000024535784,0.000026450312,0.00005256158,0.002063186,0.000044055672],"about_ca_topic_score_codex":0.00037892544,"about_ca_topic_score_gemma":0.00016799962,"teacher_disagreement_score":0.49042508,"about_ca_system_score_codex":0.00023797083,"about_ca_system_score_gemma":0.0002368152,"threshold_uncertainty_score":0.28529876},"labels":[],"label_agreement":null},{"id":"W4404104066","doi":"10.1080/14615517.2024.2421031","title":"Developing international guidance to make impact assessment follow-up happen – reflections on an interactive design process","year":2024,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Winnipeg; Assembly of First Nations","funders":"","keywords":"Process (computing); Computer science; Process management; Developing country; Environmental planning; Business; Environmental science; Economic growth; Economics","score_opus":0.07391677921037128,"score_gpt":0.5068080980102643,"score_spread":0.432891318799893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404104066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92294174,0.00002238125,0.043889277,0.0012008447,0.0019084415,0.0015730036,0.00012976455,0.0002969908,0.028037526],"genre_scores_gemma":[0.9827408,0.000037497357,0.01549702,0.0003820297,0.0002847511,0.00031943142,0.00013027029,0.000078435005,0.00052971777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99660015,0.00031242621,0.0004654936,0.00091780146,0.0009635162,0.0007406313],"domain_scores_gemma":[0.9987851,0.00033221758,0.00014277863,0.00031770195,0.000027170578,0.00039503444],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088143774,0.00058636576,0.00039601914,0.00027733447,0.0004353981,0.0009151397,0.00049245235,0.00015563733,0.0010947469],"category_scores_gemma":[0.00006194544,0.00046350888,0.00019844643,0.0007054457,0.00013505091,0.001579747,0.00031683812,0.0005637017,0.00012903592],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031332346,0.003541757,0.5279035,0.00021454561,0.0035845088,0.00040651625,0.060254753,0.015265299,0.07552418,0.0050695273,0.03001186,0.2750903],"study_design_scores_gemma":[0.0025282472,0.0065467213,0.93974394,0.0005763712,0.00020208383,0.00015692302,0.0068596955,0.022192618,0.0026354385,0.0029687209,0.013250957,0.0023382595],"about_ca_topic_score_codex":0.00077153504,"about_ca_topic_score_gemma":0.00019870646,"teacher_disagreement_score":0.41184047,"about_ca_system_score_codex":0.0027374725,"about_ca_system_score_gemma":0.0005067561,"threshold_uncertainty_score":0.9998184},"labels":[],"label_agreement":null},{"id":"W4404141882","doi":"10.1080/14615517.2024.2414161","title":"On the underestimation of the significance of environmental impacts in Peru: an approach using homogeneous units","year":2024,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dillon Consulting","funders":"Agencia Nacional de Investigación y Desarrollo","keywords":"Homogeneous; Environmental science; Environmental protection; Environmental planning; Environmental resource management; Geography; Mathematics","score_opus":0.04631559242876903,"score_gpt":0.3758964765612073,"score_spread":0.32958088413243825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404141882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965107,0.0000714866,0.00027177378,0.00006373724,0.00010760291,0.00073350535,0.00008879205,0.000013634004,0.0021387856],"genre_scores_gemma":[0.9994066,0.000032029086,0.00041446212,0.000029918823,0.000026975862,0.000022681343,0.000016115717,0.000024745857,0.000026514963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981808,0.00036858174,0.0003166942,0.00029060908,0.00054248434,0.00030083754],"domain_scores_gemma":[0.9991381,0.00035165207,0.00014713495,0.00028882475,0.0000026339078,0.00007162155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062287855,0.00023961294,0.00022619878,0.00006735979,0.00014446197,0.00006826585,0.00027297874,0.00008887404,0.00020205982],"category_scores_gemma":[0.00003522596,0.00013529147,0.00008542889,0.000502736,0.00046569973,0.00038112001,0.00016656633,0.0002725184,0.0000023863206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016574656,0.0015175372,0.6257622,0.00016240639,0.000183237,0.000011595226,0.01297357,0.014713887,0.32895964,0.0028135763,0.0002165779,0.012519996],"study_design_scores_gemma":[0.00044276527,0.0005319615,0.9252441,0.00010042178,0.000067203895,0.000023923114,0.0035433858,0.065299906,0.003687946,0.00072538713,0.00003213906,0.0003008874],"about_ca_topic_score_codex":0.0010923782,"about_ca_topic_score_gemma":0.000050028008,"teacher_disagreement_score":0.3252717,"about_ca_system_score_codex":0.0003717298,"about_ca_system_score_gemma":0.00012834989,"threshold_uncertainty_score":0.5517026},"labels":[],"label_agreement":null},{"id":"W4404142565","doi":"10.1007/s00267-024-02075-0","title":"Setting Tiered Management Triggers using a Values-based Approach in an Indigenous-led Cumulative Effects Management System","year":2024,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Yukon Health and Social Services; Simon Fraser University","funders":"Social Sciences and Humanities Research Council","keywords":"Indigenous; Cumulative effects; Forest management; Environmental resource management; Citizen journalism; Environmental planning; Adaptive management; Process management; Business; Computer science; Geography; Economics; Ecology","score_opus":0.009240866950944254,"score_gpt":0.26955005532109305,"score_spread":0.2603091883701488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404142565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94039834,0.00024346431,0.012926507,0.000027469614,0.000568288,0.004699736,0.000033435525,0.00035966127,0.04074308],"genre_scores_gemma":[0.97162056,0.00008094736,0.025372375,0.00022599443,0.000063756626,0.0005328908,0.00016391918,0.00014599228,0.0017935644],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9946163,0.00043228056,0.00076826406,0.001564751,0.0014128288,0.0012055176],"domain_scores_gemma":[0.9986684,0.000050998216,0.00017499657,0.0007618423,8.8850584e-7,0.00034290683],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00088166253,0.00078498153,0.0005195034,0.00042290587,0.00046782618,0.00026421036,0.00069477886,0.00016519087,0.0003946062],"category_scores_gemma":[8.715706e-7,0.0007946892,0.00025410103,0.00068029336,0.00029110652,0.00082341686,0.00096156786,0.0003615711,0.00068286026],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006132882,0.009239973,0.14390458,0.008812067,0.0030425729,0.010678826,0.014885455,0.455448,0.0050033894,0.003099725,0.00073588674,0.34453624],"study_design_scores_gemma":[0.008553573,0.0008457855,0.5522875,0.0018571446,0.0016832253,0.000040516366,0.031371996,0.39343297,0.0012800031,0.0010556399,0.0037444753,0.0038471383],"about_ca_topic_score_codex":0.0001007086,"about_ca_topic_score_gemma":0.0000061470087,"teacher_disagreement_score":0.40838295,"about_ca_system_score_codex":0.0059273904,"about_ca_system_score_gemma":0.000005998024,"threshold_uncertainty_score":0.9994504},"labels":[],"label_agreement":null},{"id":"W4404360039","doi":"10.1089/env.2024.0025","title":"Principles and Elements for Creating and Sustaining Successful PPP for Environmental Community Monitoring Programs: Results from a Scoping Review and Interviews","year":2024,"lang":"en","type":"review","venue":"Environmental Justice","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Northern Alberta Institute of Technology","funders":"","keywords":"Environmental monitoring; Environmental planning; Environmental resource management; Process management; Business; Political science; Engineering; Environmental science; Environmental engineering","score_opus":0.10531309956539567,"score_gpt":0.3989659869445591,"score_spread":0.2936528873791634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404360039","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009050525,0.9813537,0.000067839996,0.000038839928,0.00021366203,0.007035676,0.001821603,0.000059145754,0.0003589972],"genre_scores_gemma":[0.0023475327,0.98868334,0.0049774107,0.000117478055,0.00021374645,0.0014865678,0.0013123823,0.00016825972,0.0006933006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99563533,0.00042321594,0.0015300113,0.0012289083,0.0004105519,0.0007719873],"domain_scores_gemma":[0.9973298,0.00096059946,0.00081440835,0.0005057115,0.0000014341325,0.00038805066],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013779908,0.0009965476,0.00175688,0.00006624535,0.0010926023,0.00028088898,0.00042829738,0.00032307167,0.000073822965],"category_scores_gemma":[0.00015231987,0.0008943396,0.0002892807,0.00009652838,0.0006604602,0.00052384165,0.0022427521,0.00074060715,0.000029861458],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038698494,0.00029676338,0.002104563,0.07629532,0.00034901715,0.000009415247,0.0023210687,0.0000012330856,0.000047728376,0.0000059091644,0.000052877243,0.9184774],"study_design_scores_gemma":[0.0046565984,0.0019199618,0.0030801205,0.40445927,0.04315049,0.00012924349,0.025839403,0.00034212015,0.00004382374,0.00020928515,0.5114778,0.004691841],"about_ca_topic_score_codex":0.00015429567,"about_ca_topic_score_gemma":0.000047738562,"teacher_disagreement_score":0.9137856,"about_ca_system_score_codex":0.00086567167,"about_ca_system_score_gemma":0.000021338456,"threshold_uncertainty_score":0.9993507},"labels":[],"label_agreement":null},{"id":"W4404461609","doi":"10.5531/cbc.ncep.0129","title":"Communicating about Environmental Issues: A Great Lakes Case Study","year":2009,"lang":"en","type":"report","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental science; Environmental resource management; Environmental planning","score_opus":0.04149905494137606,"score_gpt":0.35581438849565916,"score_spread":0.3143153335542831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404461609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6871661,0.0005901089,0.0000052135297,0.00007216803,0.00023067163,0.0012295002,0.00007096223,0.00012857391,0.31050673],"genre_scores_gemma":[0.91895074,0.001852892,0.0006219357,0.0002822553,0.00024515938,0.000088102286,0.0001425546,0.00009939454,0.077716984],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952294,0.00033137156,0.00084609014,0.00088723237,0.001968662,0.00073723623],"domain_scores_gemma":[0.99769175,0.000077636156,0.00047075763,0.0013957031,0.0000041958156,0.00035994363],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00090366154,0.00078279217,0.0008327444,0.000063645224,0.0007497821,0.00015079879,0.0008264959,0.00041213242,0.017186465],"category_scores_gemma":[0.000034196095,0.0006949991,0.00029534686,0.00015874108,0.00043859016,0.00038160454,0.0012902069,0.0008715401,0.0016153543],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018597553,0.005496685,0.77702874,0.00003857826,0.0004261824,0.012778701,0.010711081,0.000066827546,0.0005817958,0.0000017182101,0.054079864,0.1387712],"study_design_scores_gemma":[0.0026622626,0.0026221946,0.38229924,0.00022872456,0.0010946912,0.011438588,0.05550952,0.00013810364,0.00013624494,0.00017075769,0.5393511,0.0043485877],"about_ca_topic_score_codex":0.025196403,"about_ca_topic_score_gemma":0.0055564223,"teacher_disagreement_score":0.48527122,"about_ca_system_score_codex":0.0024050104,"about_ca_system_score_gemma":0.000048344125,"threshold_uncertainty_score":0.9995501},"labels":[],"label_agreement":null},{"id":"W4404523016","doi":"10.1007/s00267-024-02084-z","title":"Addressing Cumulative Effects through an Indigenous-led Assessment Process","year":2024,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Indigenous; Cumulative effects; CLARITY; Environmental impact assessment; Government (linguistics); Impact assessment; Environmental planning; Social impact assessment; Environmental resource management; Political science; Geography; Public administration; Environmental science; Ecology","score_opus":0.019392592113916397,"score_gpt":0.3544856370453372,"score_spread":0.3350930449314208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404523016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9361671,0.00019325953,0.0026104862,0.00010685215,0.000544664,0.0014575823,0.000026928734,0.00028278254,0.058610316],"genre_scores_gemma":[0.9925095,0.00020318221,0.0034737764,0.00055472227,0.0001254319,0.00029672115,0.00013297705,0.00010085197,0.0026028557],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99646,0.00018666008,0.00041199892,0.0010194647,0.0011395358,0.0007823415],"domain_scores_gemma":[0.99909574,0.000054414955,0.00010286699,0.00048170128,7.7955127e-7,0.00026449258],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031387224,0.0005236886,0.0003186085,0.00006985185,0.0005310093,0.00026219702,0.00047935918,0.00012919446,0.004167555],"category_scores_gemma":[0.000002177348,0.00048764655,0.00015563531,0.00028166367,0.0003684311,0.002168406,0.00058124564,0.0003640718,0.0018348541],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002055555,0.01050384,0.4005642,0.0019458301,0.0023942958,0.0040938095,0.060982294,0.018635374,0.05812179,0.006897023,0.004273013,0.43138298],"study_design_scores_gemma":[0.0018257169,0.0010201675,0.93672013,0.00040715004,0.0004873925,0.00003328763,0.0049052187,0.0045654606,0.0061604395,0.01309697,0.028712757,0.0020652968],"about_ca_topic_score_codex":0.00009654863,"about_ca_topic_score_gemma":0.0000116976,"teacher_disagreement_score":0.53615594,"about_ca_system_score_codex":0.0016135493,"about_ca_system_score_gemma":0.000009357494,"threshold_uncertainty_score":0.9997575},"labels":[],"label_agreement":null},{"id":"W4404997588","doi":"10.1016/j.eiar.2024.107738","title":"Does jurisdictional siloing increase or undermine the efficiency and efficacy of next-generation IA in federalist states? A Canadian example","year":2024,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Manitoba; Vancouver Coastal Health","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Federalist; Political science; Public administration; Environmental science; Law","score_opus":0.03162637189085239,"score_gpt":0.3379144581314524,"score_spread":0.3062880862406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404997588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905246,0.0056024157,0.00009932847,0.0013359812,0.00017755904,0.0011455452,0.0001270782,0.000024423765,0.0009630684],"genre_scores_gemma":[0.97583467,0.022372933,0.0001777787,0.00075071683,0.00006718469,0.00006895234,0.00023568716,0.000034531597,0.00045752435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975253,0.00027468166,0.0005959048,0.0005047975,0.00059169915,0.00050766545],"domain_scores_gemma":[0.99900234,0.00020841189,0.00013481722,0.00030340263,0.0000014307891,0.0003495791],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008008791,0.00036103264,0.00039963512,0.00008196173,0.0003134594,0.00017555231,0.00024080313,0.00007716619,0.0070371027],"category_scores_gemma":[0.000020328049,0.00018844035,0.00014885984,0.00034329336,0.00038267247,0.00071165105,0.00020767671,0.00030409178,0.00007508595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010181367,0.002684507,0.7952316,0.0015771175,0.0004858098,0.00040181892,0.0042609633,0.0026028047,0.057122983,0.00044613844,0.011720075,0.12336438],"study_design_scores_gemma":[0.00090243836,0.00048243016,0.9710516,0.0012048561,0.00022356029,0.0000740025,0.00046308176,0.0092561515,0.0002750519,0.00019762477,0.015178056,0.0006911982],"about_ca_topic_score_codex":0.05925222,"about_ca_topic_score_gemma":0.021495871,"teacher_disagreement_score":0.17581996,"about_ca_system_score_codex":0.001976937,"about_ca_system_score_gemma":0.00012844271,"threshold_uncertainty_score":0.9963593},"labels":[],"label_agreement":null},{"id":"W4405458050","doi":"10.1016/j.eiar.2024.107780","title":"Understanding the role qualitative methods can play in next generation impact assessment","year":2024,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Impact assessment; Environmental impact assessment; Environmental planning; Environmental science; Environmental resource management; Management science; Engineering ethics; Engineering; Political science; Law","score_opus":0.19911863085877118,"score_gpt":0.504944704191645,"score_spread":0.30582607333287387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405458050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83716035,0.06270009,0.044821274,0.005650676,0.0015535256,0.00815471,0.00048538062,0.00036836314,0.039105624],"genre_scores_gemma":[0.973903,0.019309683,0.004573112,0.0009288393,0.00014901154,0.0003123294,0.00035062834,0.00010179258,0.00037162754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932731,0.002434914,0.0010218126,0.00095437455,0.0012713408,0.0010444636],"domain_scores_gemma":[0.99808955,0.00050348236,0.00029292193,0.0006931019,0.0000021260932,0.0004188357],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040905126,0.00082108227,0.00081695744,0.00012632892,0.00049348635,0.00046315425,0.000606172,0.00017825507,0.013713224],"category_scores_gemma":[0.0000317246,0.00054013525,0.00066682097,0.00073454663,0.0004923352,0.0014787861,0.0005154059,0.0010043953,0.0003516446],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055146596,0.003452687,0.4312044,0.0008806068,0.0021869105,0.00035619823,0.043985482,0.0072988416,0.25204912,0.0037436888,0.023772923,0.23101397],"study_design_scores_gemma":[0.0021172331,0.0020998335,0.8749314,0.0034113254,0.0011829342,0.00023485393,0.025497463,0.050171398,0.0011219045,0.014619084,0.02049982,0.004112748],"about_ca_topic_score_codex":0.0010438826,"about_ca_topic_score_gemma":0.00016120527,"teacher_disagreement_score":0.443727,"about_ca_system_score_codex":0.014490743,"about_ca_system_score_gemma":0.00014738266,"threshold_uncertainty_score":0.999705},"labels":[],"label_agreement":null},{"id":"W4405496729","doi":"10.4095/g276030","title":"Cadrage du prochain processus d’évaluation nationale Le Canada dans un climat en changement, rapport de 2024 sur ce que nous avons entendu","year":2024,"lang":"fr","type":"report","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.024343177609005957,"score_gpt":0.26033617171624684,"score_spread":0.2359929941072409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405496729","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39588925,0.0024754982,0.002342964,0.0077235526,0.0053746062,0.003763825,0.001658917,0.00018055477,0.58059084],"genre_scores_gemma":[0.60199314,0.0030004026,0.00046693662,0.00065134745,0.0005410014,0.0004918959,0.00090935896,0.00012806502,0.39181784],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99370813,0.00033510188,0.0009769364,0.0011735754,0.0026224672,0.0011837649],"domain_scores_gemma":[0.99831057,0.0001883259,0.00049283274,0.00039732602,0.000062209016,0.00054875144],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019571353,0.00082560297,0.0006460363,0.00012309474,0.0006160609,0.00019139115,0.0006364933,0.00051624555,0.010000286],"category_scores_gemma":[0.00020618175,0.00083061063,0.0002603006,0.0005534137,0.0003235538,0.0005346856,0.0006952727,0.00082946254,0.00048152532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000069213864,0.0046631065,0.47526193,0.004238466,0.0023459895,0.0039772773,0.040044162,0.0055541075,0.034869075,0.0019017236,0.37079898,0.05627597],"study_design_scores_gemma":[0.0022335933,0.0006357804,0.32438067,0.0013162219,0.0019793361,0.0011983638,0.037102815,0.010700253,0.0131125515,0.0028574849,0.599592,0.004890947],"about_ca_topic_score_codex":0.81809884,"about_ca_topic_score_gemma":0.83291924,"teacher_disagreement_score":0.228793,"about_ca_system_score_codex":0.012139129,"about_ca_system_score_gemma":0.0071626497,"threshold_uncertainty_score":0.99941444},"labels":[],"label_agreement":null},{"id":"W4405554606","doi":"10.53738/revmed.2024.20.899.2415","title":"Santé-environnement. Enseigner la santé planétaire aux professionnels de la santé","year":2024,"lang":"fr","type":"article","venue":"Revue Médicale Suisse","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Political science","score_opus":0.011633275611030763,"score_gpt":0.33838395347726646,"score_spread":0.3267506778662357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405554606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7916379,0.057588033,0.0011224791,0.006100371,0.0024742421,0.0011311847,0.00044495054,0.00034849663,0.13915233],"genre_scores_gemma":[0.8474196,0.0071151378,0.0010742813,0.00067914935,0.0012592177,0.00009003205,0.000054276497,0.00013726686,0.14217104],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99420696,0.0018233452,0.0007115663,0.0010453328,0.0008097778,0.0014030103],"domain_scores_gemma":[0.9972907,0.0010909144,0.00015023373,0.00060270075,0.0000054803795,0.0008600014],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017157381,0.0006835443,0.0005955395,0.00010522506,0.0006847698,0.00038418494,0.0006644539,0.0008741084,0.03267362],"category_scores_gemma":[0.00020490205,0.0006575994,0.00040642355,0.0004826414,0.0020228764,0.0006966764,0.0007252947,0.0013170955,0.0054483074],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009632061,0.003138007,0.052122414,0.001449047,0.00041342946,0.005172379,0.020520607,0.00020041839,0.06103926,0.007484795,0.11614326,0.73222005],"study_design_scores_gemma":[0.0012482051,0.00040773686,0.16793072,0.0028181528,0.00047238354,0.00054528576,0.009458426,0.002993739,0.0026191154,0.010156075,0.79966813,0.0016820325],"about_ca_topic_score_codex":0.0004390343,"about_ca_topic_score_gemma":0.000061543746,"teacher_disagreement_score":0.730538,"about_ca_system_score_codex":0.001521573,"about_ca_system_score_gemma":0.00019077634,"threshold_uncertainty_score":0.99958754},"labels":[],"label_agreement":null},{"id":"W4405889950","doi":"10.1007/978-94-024-2278-8_4","title":"Training for Stakeholders: Evaluating Environmental and Health Risks","year":2024,"lang":"en","type":"book-chapter","venue":"NATO science for peace and security series. C, Environmental security","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Training (meteorology); Environmental planning; Environmental resource management; Psychology; Business; Environmental health; Geography; Environmental science; Medicine; Meteorology","score_opus":0.14881814871306018,"score_gpt":0.3675744857151025,"score_spread":0.2187563370020423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405889950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8803525,0.016141277,0.00011262481,0.0029295601,0.0016079963,0.012436725,0.010411498,0.0003485876,0.07565925],"genre_scores_gemma":[0.96793646,0.005684929,0.0011205593,0.00077896874,0.00027711387,0.00026956122,0.0005233183,0.00019846631,0.023210656],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938231,0.000044585828,0.0008846683,0.0022386296,0.001584769,0.0014242585],"domain_scores_gemma":[0.997833,0.00013220096,0.0005366764,0.0005381061,0.000004718975,0.0009553047],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002391916,0.0010635575,0.0009913831,0.00017187739,0.0020230047,0.00039649353,0.00061305304,0.0005221381,0.0010952697],"category_scores_gemma":[0.000030070132,0.0011062946,0.0003453022,0.00008928182,0.004304857,0.0014326982,0.0012293422,0.0008749763,0.000105345665],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002076199,0.0031785402,0.026913468,0.00455516,0.0017369576,0.00017099458,0.2724384,0.00017047305,0.051710583,0.102906026,0.017116822,0.51702636],"study_design_scores_gemma":[0.0050621536,0.007381993,0.012303779,0.0006555753,0.00083278696,0.0003186831,0.024416285,0.004637718,0.001223995,0.33760878,0.599759,0.0057992768],"about_ca_topic_score_codex":0.00020295572,"about_ca_topic_score_gemma":0.0002487266,"teacher_disagreement_score":0.58264214,"about_ca_system_score_codex":0.0021307028,"about_ca_system_score_gemma":0.00011288866,"threshold_uncertainty_score":0.99981785},"labels":[],"label_agreement":null},{"id":"W4406080583","doi":"10.1016/j.mex.2025.103155","title":"Development of a risk assessment software for cumulative effect","year":2025,"lang":"en","type":"article","venue":"MethodsX","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Canadian Forest Service; Natural Resources Canada; U.S. Forest Service","keywords":"Risk assessment; Software; Engineering; Computer science","score_opus":0.023942703715293816,"score_gpt":0.4010873651692017,"score_spread":0.37714466145390785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406080583","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53263795,0.000012772927,0.46244663,0.000019375215,0.00013374399,0.0004439577,0.00001738671,0.000020716547,0.00426745],"genre_scores_gemma":[0.24275446,0.0000035755636,0.75650686,0.000062842795,0.000008495548,0.000103608516,0.000009680487,0.000008742138,0.0005417382],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99880004,0.0002586228,0.00027291503,0.00023349492,0.00022049037,0.00021444453],"domain_scores_gemma":[0.9989351,0.0007076516,0.00013774169,0.0001591189,0.0000064182755,0.00005397644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012058567,0.00014209896,0.0002544727,0.000031658295,0.00021274733,0.000011080812,0.00016241624,0.000064635184,0.0002344792],"category_scores_gemma":[0.0002991444,0.00011889891,0.000088935514,0.00021338159,0.00013311084,0.00010141944,0.0002042529,0.000094645926,0.00001602765],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057379744,0.00019992945,0.4031617,0.00005210322,0.00011929424,5.182812e-7,0.0023480565,0.0003215317,0.012198711,0.00017877996,0.0003579735,0.581004],"study_design_scores_gemma":[0.0009621078,0.000111252244,0.9337352,0.00003550122,0.000086209024,1.3898305e-7,0.0002163541,0.0004151399,0.046952706,0.0062063714,0.0110804485,0.0001985896],"about_ca_topic_score_codex":0.000076737306,"about_ca_topic_score_gemma":0.000026004594,"teacher_disagreement_score":0.5808054,"about_ca_system_score_codex":0.0003524919,"about_ca_system_score_gemma":0.000030527928,"threshold_uncertainty_score":0.48485568},"labels":[],"label_agreement":null},{"id":"W4406181854","doi":"10.1007/978-3-030-74923-1_292","title":"Precautionary Principle","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Precautionary principle; Philosophy; Biology","score_opus":0.01556526518412903,"score_gpt":0.26871507450867627,"score_spread":0.2531498093245472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406181854","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032027095,0.0001109113,0.0000129004675,0.00017408973,0.00029615988,0.00019968771,0.000033393324,0.00010830987,0.99874425],"genre_scores_gemma":[0.005127147,0.00012374739,0.0002324082,0.000274818,0.00011624947,0.000008314311,0.000049537248,0.000051706582,0.99401605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989113,0.0000033500853,0.00017141926,0.0003439234,0.00038717504,0.00018280634],"domain_scores_gemma":[0.9996175,0.000011704387,0.000045568944,0.00020745584,8.125396e-7,0.000116958996],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000058490685,0.00023570507,0.00015675415,0.000020235375,0.00007417957,0.000028994948,0.00016697972,0.0002149018,0.11007278],"category_scores_gemma":[0.000001204471,0.00020075229,0.00013455728,0.000015079331,0.0001826268,0.00010680111,0.00051520194,0.00025824006,0.05081055],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012906474,0.00011978498,0.0020426863,0.00006527558,0.00024797523,0.00019573962,0.00032606634,0.000087833694,0.00058995426,0.8167965,0.1624175,0.017097775],"study_design_scores_gemma":[0.000040255156,0.000034301178,0.0011773006,0.000027922304,0.00003638708,0.000006107427,0.000004978759,0.000022621247,0.000025270676,0.10528938,0.89307684,0.00025863483],"about_ca_topic_score_codex":0.00002963427,"about_ca_topic_score_gemma":0.000028056222,"teacher_disagreement_score":0.73065937,"about_ca_system_score_codex":0.0004913447,"about_ca_system_score_gemma":0.000007674353,"threshold_uncertainty_score":0.9499285},"labels":[],"label_agreement":null},{"id":"W4406436714","doi":"10.1016/0967-0653(93)92906-z","title":"10.1016/0967-0653(93)92906-z","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Panama; Reef; Coral reef; Coral; Environmental issues with coral reefs; Oceanography; Geography; Geology; Fishery; Ecology; Biology","score_opus":0.005291258276969457,"score_gpt":0.1884286337116748,"score_spread":0.18313737543470532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406436714","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018553937,0.000008146819,7.1182154e-7,0.00018990734,0.0000021073813,0.00018602436,0.000014648691,0.00006920832,0.98097533],"genre_scores_gemma":[0.0037288119,4.983073e-7,0.00016019515,0.00016877895,0.000067041,0.000017785393,0.000016477266,0.000023170709,0.99581724],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881977,0.000043276657,0.00015683746,0.00027023465,0.00033784407,0.00037202993],"domain_scores_gemma":[0.99944913,0.000018854536,0.000027053049,0.00023734281,0.0000012901426,0.00026632863],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011274913,0.00016346564,0.00014369434,0.000016335372,0.0001558361,0.000039399245,0.00027133024,0.000066572036,0.99960226],"category_scores_gemma":[0.000007906227,0.00015518932,0.000065915985,0.00016719002,0.0001078337,0.00023650065,0.00013136858,0.000102218284,0.99912995],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031324507,0.00016415112,0.000030727533,0.0000014250304,0.0000122545725,0.000007632159,0.00008064076,0.00026088493,0.00047220918,3.094173e-7,0.19897583,0.79996264],"study_design_scores_gemma":[0.00017611156,0.00012276972,0.0035305147,0.000004540568,0.000010650889,0.0000031200793,0.000003922511,0.0000516152,0.00017611585,0.000022941244,0.9956863,0.00021137741],"about_ca_topic_score_codex":0.0001686757,"about_ca_topic_score_gemma":0.0000012165851,"teacher_disagreement_score":0.7997512,"about_ca_system_score_codex":0.00020949404,"about_ca_system_score_gemma":0.0000042827405,"threshold_uncertainty_score":0.6328437},"labels":[],"label_agreement":null},{"id":"W4406585571","doi":"10.1016/s0967-0653(98)83761-7","title":"10.1016/s0967-0653(98)83761-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Harbour; Pollution; Ecology; Copper mine; Geography; Environmental science; Environmental planning; Environmental protection; Copper; Biology; Chemistry; Computer science","score_opus":0.005913319721667798,"score_gpt":0.1944430049278967,"score_spread":0.1885296852062289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406585571","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010980885,0.00000762042,5.879005e-7,0.00019711356,0.0000018668425,0.00018271671,0.000012360617,0.00006773541,0.9885491],"genre_scores_gemma":[0.0017150295,5.4359083e-7,0.00016664584,0.00014952647,0.00006885556,0.000017308985,0.000012954754,0.000022774706,0.99784636],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988469,0.00004250033,0.00015372675,0.000264013,0.0003306602,0.0003622154],"domain_scores_gemma":[0.9994627,0.000018186165,0.000026648451,0.00023195337,0.0000012895756,0.0002592085],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011137541,0.00016039134,0.0001462398,0.000016137043,0.0001486768,0.000038250564,0.0002651782,0.00006578729,0.99984354],"category_scores_gemma":[0.000007661843,0.0001521168,0.0000647919,0.00016267656,0.000104773724,0.00022428021,0.00012786362,0.00010143153,0.99974686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031436208,0.00014692535,0.000009976173,0.0000013306608,0.000011950504,0.000006862598,0.00007143478,0.00021731567,0.00023292053,2.4819062e-7,0.32805482,0.67121476],"study_design_scores_gemma":[0.00018223451,0.00011742303,0.001968961,0.0000045900315,0.000011001094,0.0000026228497,0.0000037484106,0.00004650798,0.00016711153,0.000021503081,0.99726725,0.00020704718],"about_ca_topic_score_codex":0.00018965082,"about_ca_topic_score_gemma":0.0000012997943,"teacher_disagreement_score":0.67100775,"about_ca_system_score_codex":0.00020452014,"about_ca_system_score_gemma":0.0000042389534,"threshold_uncertainty_score":0.6203143},"labels":[],"label_agreement":null},{"id":"W4406762019","doi":"10.3138/cpp.2024-001","title":"Understanding Opportunities for Meaningful Engagement in Water Power Licensing","year":2025,"lang":"fr","type":"article","venue":"Canadian Public Policy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of Winnipeg","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Power (physics); Business; Data science; Computer science; Environmental science; Physics","score_opus":0.1810771051928741,"score_gpt":0.3159253099825692,"score_spread":0.1348482047896951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406762019","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18500233,0.0004211521,0.0014457075,0.34291187,0.0020262944,0.0011306591,0.0002709672,0.000037643193,0.46675336],"genre_scores_gemma":[0.9451089,0.0001563032,0.00015369094,0.0113207195,0.00013489746,0.000034967292,0.00004149693,0.000030033634,0.04301901],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972758,0.00018317974,0.00034705797,0.00036501058,0.00021118096,0.0016177655],"domain_scores_gemma":[0.9987892,0.00007638313,0.00004974252,0.00024734452,0.000007697551,0.000829666],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078289676,0.0002742451,0.00025291246,0.0006615989,0.00070142455,0.00032121918,0.00031796884,0.00021739192,0.0030796933],"category_scores_gemma":[0.00011914992,0.0002860903,0.0001066677,0.00040534697,0.00047471627,0.0007125362,0.00018590948,0.00027022476,0.00013360052],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016707016,0.00027150646,0.043699395,0.00015219304,0.00023612689,0.00014800715,0.012308143,0.00014946803,0.0012845845,0.7816109,0.10765853,0.052464433],"study_design_scores_gemma":[0.00089879683,0.00007664232,0.021791212,0.00015665356,0.00003337746,0.000004428638,0.015376787,0.0003478354,0.0002760391,0.022145398,0.93837374,0.0005190867],"about_ca_topic_score_codex":0.28693876,"about_ca_topic_score_gemma":0.40451333,"teacher_disagreement_score":0.83071524,"about_ca_system_score_codex":0.016336987,"about_ca_system_score_gemma":0.0012485065,"threshold_uncertainty_score":0.9999591},"labels":[],"label_agreement":null},{"id":"W4406937486","doi":"10.1080/14615517.2025.2456885","title":"Applying next-generation community-based environmental assessment: case studies from Kenya","year":2025,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council; University of Manitoba","keywords":"Environmental impact assessment; Environmental planning; Environmental resource management; Environmental science; Political science","score_opus":0.08351140873248211,"score_gpt":0.4318750497178692,"score_spread":0.3483636409853871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406937486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900267,0.00020041755,0.001438082,0.00020748224,0.00049197907,0.0012965397,0.00017349576,0.000108648164,0.006056633],"genre_scores_gemma":[0.9921055,0.00016054335,0.0056059225,0.00073788327,0.00013989961,0.00049341173,0.00054151163,0.000041647218,0.00017367798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968622,0.0008319788,0.0005377646,0.0005680317,0.0005779729,0.0006220981],"domain_scores_gemma":[0.99830157,0.00074267236,0.00023534961,0.00052185357,0.0000069740154,0.00019156252],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008447618,0.00057823065,0.00055770815,0.00014710399,0.001526747,0.00036433703,0.00030753703,0.00020334992,0.00057625724],"category_scores_gemma":[0.000032610522,0.00050364516,0.00019392483,0.00035264,0.00055633235,0.0010009808,0.00060253375,0.0007938465,0.000028453047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007569875,0.00122636,0.8703004,0.00005495652,0.0006249951,0.0002354902,0.0025092,0.00045083443,0.078945294,0.00013402292,0.004670216,0.040772494],"study_design_scores_gemma":[0.010970481,0.0022380098,0.86681,0.00026067876,0.0012926199,0.00028184598,0.041932162,0.047655772,0.0055557853,0.0022050291,0.017326681,0.0034709098],"about_ca_topic_score_codex":0.0030108725,"about_ca_topic_score_gemma":0.0003402398,"teacher_disagreement_score":0.07338951,"about_ca_system_score_codex":0.001225089,"about_ca_system_score_gemma":0.00013604373,"threshold_uncertainty_score":0.99977314},"labels":[],"label_agreement":null},{"id":"W4407056252","doi":"10.1016/j.biocon.2025.111007","title":"Five recommendations to fill the blank space in indicators at local and short-term scales","year":2025,"lang":"en","type":"article","venue":"Biological Conservation","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Blank; Term (time); Space (punctuation); Environmental science; Geography; Computer science; Physics; Materials science","score_opus":0.023981627383922254,"score_gpt":0.2987795719517804,"score_spread":0.27479794456785817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407056252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98398334,0.000016300231,0.00032408317,0.013052975,0.000043079086,0.0002494102,0.000010640909,0.000012916732,0.0023072688],"genre_scores_gemma":[0.99594915,0.000057990434,0.00020492371,0.0031178142,0.0000057842913,0.00003615043,0.000029308554,0.000001949599,0.00059694174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993802,0.00009873009,0.00013125742,0.00018207278,0.00007238916,0.00013537593],"domain_scores_gemma":[0.9997017,0.00014043167,0.000024302395,0.0000829985,0.0000014025887,0.000049197322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001713288,0.000077563855,0.00008168772,0.000025620873,0.00017215102,0.000016335855,0.000102086495,0.000075197655,0.00029562123],"category_scores_gemma":[0.00005185529,0.000049902752,0.000017945402,0.00023727187,0.0002617323,0.000063869404,0.00028111084,0.000075073396,0.000051251474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013744274,0.000034394805,0.9865014,8.808234e-7,0.0000032114622,6.379421e-7,0.00016550971,0.000013139193,0.0019670103,0.00029559125,0.00245417,0.008550325],"study_design_scores_gemma":[0.00009007727,0.00004274475,0.9913825,0.000008007014,0.000002717146,3.9202854e-7,0.00027208525,0.00009606627,0.00031201064,0.00049524836,0.0072338614,0.00006433189],"about_ca_topic_score_codex":0.0002730453,"about_ca_topic_score_gemma":0.0011613758,"teacher_disagreement_score":0.011965811,"about_ca_system_score_codex":0.00023644255,"about_ca_system_score_gemma":0.000003657439,"threshold_uncertainty_score":0.3236845},"labels":[],"label_agreement":null},{"id":"W4407076854","doi":"10.35192/jjoas-n.v17i1.330","title":"Recalculating the sustainability criteria within the LEED system according to the Syrian construction conditions using the FAHP method","year":2023,"lang":"en","type":"article","venue":"Jordan Journal of Applied Science - Natural Science Series","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Computer science; Environmental science","score_opus":0.016260533680220013,"score_gpt":0.3414044176636146,"score_spread":0.3251438839833946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407076854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98525286,0.000009022358,0.0010519606,0.010465899,0.0014886385,0.00066630344,0.0000039810734,0.000028937602,0.0010324176],"genre_scores_gemma":[0.99532324,0.0000022085458,0.004027488,0.00039809544,0.00017503178,0.000015184318,3.3753807e-7,0.000008534262,0.00004988488],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9962088,0.0002508465,0.00056099857,0.00038070796,0.0019118763,0.0006868133],"domain_scores_gemma":[0.998338,0.00031799948,0.00059086375,0.00046672934,0.000089914545,0.00019651462],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.012284497,0.00020328672,0.0002170439,0.00011173051,0.008885886,0.0010369029,0.0024202478,0.00003765975,0.000022032424],"category_scores_gemma":[0.0006509424,0.000082076986,0.00010931729,0.0050284397,0.007900055,0.0019592082,0.00090100477,0.00058419607,0.00001393631],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001129802,0.000031112853,0.0055928323,0.000015226276,0.000028199203,0.000012195611,0.026606869,0.05308514,0.86339235,0.040807854,0.0002775349,0.010037721],"study_design_scores_gemma":[0.00029229277,0.00016890172,0.12717484,0.00007913965,0.0000909943,0.0006446711,0.78758866,0.028346425,0.03346204,0.021044822,0.0006621941,0.00044503604],"about_ca_topic_score_codex":0.00019284834,"about_ca_topic_score_gemma":0.00006275203,"teacher_disagreement_score":0.8299303,"about_ca_system_score_codex":0.0013809794,"about_ca_system_score_gemma":0.00038833884,"threshold_uncertainty_score":0.9998879},"labels":[],"label_agreement":null},{"id":"W4407159541","doi":"10.2139/ssrn.5099898","title":"Adapting a Framework for Environmental Scanning for Projects in Four Ontario Health Teams","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Laurentian University; University of Toronto","funders":"","keywords":"Business; Process management; Environmental resource management; Environmental planning; Engineering management; Engineering; Environmental science","score_opus":0.021598911658372185,"score_gpt":0.30867235476393234,"score_spread":0.28707344310556016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407159541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86236846,0.0015242744,0.12497883,0.0019277944,0.0012962787,0.0055678044,0.00017923978,0.000060419694,0.0020969112],"genre_scores_gemma":[0.96141964,0.0013215524,0.024745384,0.00072260323,0.00041406334,0.0005712343,0.00008560353,0.00008086395,0.010639063],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9941863,0.00015462787,0.000775995,0.0007530467,0.000511015,0.0036190527],"domain_scores_gemma":[0.9986186,0.00018105682,0.0006941236,0.00029777395,0.0000037946422,0.00020466113],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0027471555,0.00051852025,0.00066605274,0.00013127035,0.0006237837,0.00011766641,0.00067309,0.00043142078,0.00011479435],"category_scores_gemma":[0.00008199691,0.0005320636,0.00042339473,0.00011344918,0.00011461091,0.00023031789,0.0006955587,0.0044989004,0.000010226933],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066598173,0.0011582613,0.69207,0.0002740827,0.0007377459,0.000009773027,0.012635984,0.011155853,0.00027718075,0.008028742,0.0007010042,0.2722854],"study_design_scores_gemma":[0.005102587,0.0027525306,0.087506816,0.0017922441,0.0002398286,0.000120303324,0.021681784,0.0030132243,0.00009386405,0.86631346,0.0091598695,0.0022234635],"about_ca_topic_score_codex":0.01508212,"about_ca_topic_score_gemma":0.1277969,"teacher_disagreement_score":0.8582847,"about_ca_system_score_codex":0.041782837,"about_ca_system_score_gemma":0.004056405,"threshold_uncertainty_score":0.99971306},"labels":[],"label_agreement":null},{"id":"W4407636407","doi":"10.1007/s00267-025-02125-1","title":"A Policy Scan of Cumulative Effects Assessment in Support of Renewable Clean Growth Projects in Canada","year":2025,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Nature Conservation; Renewable energy; Cumulative effects; Forest management; Natural resource economics; Environmental policy; Business; Environmental science; Environmental planning; Environmental protection; Environmental resource management; Economics; Engineering; Agroforestry; Ecology","score_opus":0.00467985245899666,"score_gpt":0.2515167938055736,"score_spread":0.24683694134657697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407636407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90996236,0.000012185849,0.00005825569,0.00021832803,0.00008827552,0.0010258203,0.000024956309,0.0000059159656,0.0886039],"genre_scores_gemma":[0.9969857,0.00013002481,0.0006972331,0.00040467147,0.000006331873,0.00009315109,0.000023200131,0.000017903007,0.001641838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767,0.00014075081,0.0006248839,0.000436218,0.00064578856,0.0004823434],"domain_scores_gemma":[0.99932486,0.00005997421,0.00021495322,0.00031177377,9.3133303e-7,0.000087517146],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028683504,0.00026549812,0.00042153875,0.00023401387,0.00004645596,0.000007016614,0.00035280452,0.000055759218,0.00037308832],"category_scores_gemma":[0.000009516796,0.00027824796,0.000069809634,0.00061947,0.00021343712,0.00020433214,0.00072277384,0.00016377842,0.000009722383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004260415,0.0008138611,0.9830631,0.00016660786,0.000061904415,0.00005515201,0.00043664456,0.0037191967,0.0038410313,0.00053506996,0.00064009917,0.0066247447],"study_design_scores_gemma":[0.0014490798,0.00013314543,0.98575085,0.00008639832,0.000024980836,4.1621539e-7,0.0018863266,0.0001871238,0.008868232,0.0011521822,0.00024758588,0.00021368366],"about_ca_topic_score_codex":0.7608908,"about_ca_topic_score_gemma":0.47984654,"teacher_disagreement_score":0.28104427,"about_ca_system_score_codex":0.0063158465,"about_ca_system_score_gemma":0.00014675353,"threshold_uncertainty_score":0.999967},"labels":[],"label_agreement":null},{"id":"W4407776335","doi":"10.1016/j.jclepro.2025.145049","title":"Effectiveness of regionalized lifecycle impact assessment: A study on the arctic region of Nunavik, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université de Sherbrooke","funders":"","keywords":"Arctic; Environmental impact assessment; The arctic; Environmental planning; Impact assessment; Environmental resource management; Geography; Regional science; Business; Environmental science; Oceanography; Political science","score_opus":0.012818645602766679,"score_gpt":0.3044911178449449,"score_spread":0.29167247224217824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407776335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99762547,0.000021801214,0.000062286366,0.0006473225,0.00036027707,0.00039674187,9.424432e-7,0.0000021160413,0.00088306324],"genre_scores_gemma":[0.9996516,0.00002342645,0.000025088919,0.0000382538,0.00004433222,0.0000049107334,7.2375155e-7,0.000007649219,0.00020400817],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811333,0.0005668806,0.00041465028,0.00014332208,0.00063510536,0.00012669453],"domain_scores_gemma":[0.99891186,0.00019812485,0.00057756377,0.0002290226,0.0000369085,0.000046513214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001151607,0.00011906602,0.00028307538,0.000052619984,0.00009559846,0.000008977578,0.00019874127,0.000032231794,0.00006411064],"category_scores_gemma":[0.00015976402,0.00007416124,0.00012080945,0.00026545665,0.00013508428,0.00018815762,0.000056944085,0.00022182164,8.3172336e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006892176,0.0014891967,0.9573094,0.00007303554,0.00029458094,0.000013647929,0.0005463637,0.011594144,0.023971757,0.000052786574,0.001740276,0.0022255937],"study_design_scores_gemma":[0.000615537,0.00064444926,0.9882979,0.00018301065,0.00008420388,0.000018917257,0.0012214454,0.00002579845,0.008099009,0.0006474034,0.0000985303,0.000063813946],"about_ca_topic_score_codex":0.08048829,"about_ca_topic_score_gemma":0.0035273738,"teacher_disagreement_score":0.076960914,"about_ca_system_score_codex":0.0009922186,"about_ca_system_score_gemma":0.00015019067,"threshold_uncertainty_score":0.9256348},"labels":[],"label_agreement":null},{"id":"W4408041075","doi":"10.1080/14615517.2025.2471609","title":"Chekhov’s Gun and Occam’s Razor: improving impact assessment efficiency for renewable energy developments","year":2025,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Occam's razor; Renewable energy; occam; Environmental economics; Impact assessment; Environmental impact assessment; Computer science; Economics; Political science; Engineering; Law","score_opus":0.013849829628304437,"score_gpt":0.38308160759130266,"score_spread":0.3692317779629982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408041075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93531793,0.00025965212,0.025212284,0.00025132042,0.0005864317,0.00148371,0.00010618961,0.00014209183,0.03664038],"genre_scores_gemma":[0.98655987,0.0002198485,0.010614127,0.00026303146,0.000090896494,0.000290732,0.0001417581,0.000053367363,0.0017663529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99659824,0.00016607712,0.0006093335,0.00089850277,0.0006132315,0.0011146219],"domain_scores_gemma":[0.9985878,0.00038695676,0.0002889623,0.00037288654,0.000022079077,0.00034133307],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009242921,0.0006813378,0.00064417423,0.00021253532,0.00080690597,0.00044134646,0.00036376965,0.00026129742,0.00032122224],"category_scores_gemma":[0.00006541951,0.0005502309,0.00023505754,0.000535514,0.00033848404,0.0008624644,0.00066568103,0.00029395998,0.00000457145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024355658,0.0008353531,0.88627005,0.00012387193,0.0004450742,0.000009966115,0.0012758046,0.00030887427,0.027014857,0.00067956065,0.01326553,0.0695275],"study_design_scores_gemma":[0.0043455116,0.0013330108,0.96724373,0.00010277214,0.00022444077,0.00002220282,0.0009868367,0.010286888,0.0014872807,0.001243885,0.011543979,0.0011794504],"about_ca_topic_score_codex":0.00827347,"about_ca_topic_score_gemma":0.00043921184,"teacher_disagreement_score":0.08097369,"about_ca_system_score_codex":0.0012448004,"about_ca_system_score_gemma":0.0005764112,"threshold_uncertainty_score":0.99969494},"labels":[],"label_agreement":null},{"id":"W4408130366","doi":"10.1016/j.eiar.2025.107896","title":"Improving impact assessment efficiency: Connecting research and practice in times of change","year":2025,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Environmental planning; Environmental science; Process management; Environmental resource management; Engineering","score_opus":0.06329431160386026,"score_gpt":0.45980692559824077,"score_spread":0.39651261399438054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408130366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92086643,0.02346711,0.00028926053,0.0013895163,0.00019001031,0.0037905942,0.00006922031,0.000052003023,0.04988584],"genre_scores_gemma":[0.97009397,0.02628699,0.0024851188,0.0005752658,0.00003395834,0.00018972183,0.000055678684,0.000044917295,0.00023440065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99470097,0.0011059403,0.0010008818,0.0008529857,0.0013050532,0.0010341846],"domain_scores_gemma":[0.99743545,0.0010779192,0.0005067536,0.0006578295,0.000010811666,0.00031120816],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047241263,0.00055362406,0.0009307992,0.00025115287,0.00037535813,0.00010191008,0.0005243145,0.00017969137,0.0047940337],"category_scores_gemma":[0.00029430527,0.00046295518,0.00025943032,0.0009740186,0.0006889471,0.001443549,0.0012817712,0.000877323,0.00006559065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008106364,0.0035315074,0.8061683,0.0008386849,0.00023184656,0.00005983616,0.0012435961,0.00014133423,0.030396247,0.00034252444,0.0010175309,0.1559475],"study_design_scores_gemma":[0.0014216208,0.0014666732,0.9884387,0.0020065766,0.00017976313,0.000049513957,0.0017074718,0.0009967544,0.0004123224,0.0006021409,0.0020636388,0.0006547838],"about_ca_topic_score_codex":0.0029044528,"about_ca_topic_score_gemma":0.000044533972,"teacher_disagreement_score":0.18227041,"about_ca_system_score_codex":0.003421494,"about_ca_system_score_gemma":0.00010906353,"threshold_uncertainty_score":0.9997822},"labels":[],"label_agreement":null},{"id":"W4408460231","doi":"10.21083/ruralreview.v6i1.6942","title":"First Nations Environmental Contaminants Program: Integrating existing knowledge on potential contaminated sites within the Nation","year":2022,"lang":"en","type":"article","venue":"Rural Review Ontario Rural Planning Development and Policy","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Contamination; Environmental science; Environmental planning; Environmental protection; Environmental chemistry; Chemistry; Ecology; Biology","score_opus":0.02970339467919164,"score_gpt":0.30966851738494017,"score_spread":0.2799651227057485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408460231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872868,0.0013684524,0.0000077057375,0.0007305898,0.00018731927,0.0011336893,0.0000174659,0.00006210809,0.009205887],"genre_scores_gemma":[0.9930273,0.00029225883,0.0003857873,0.00085349573,0.00005993542,0.00034192327,0.00035001038,0.000022850008,0.0046664304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980486,0.00017626713,0.00052322017,0.0002800497,0.0005436302,0.00042822867],"domain_scores_gemma":[0.99926025,0.00013907056,0.00031297305,0.00014567093,0.000004426633,0.00013758872],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00056504266,0.00033337896,0.000300673,0.000080716585,0.0030754346,0.00009601408,0.00030374562,0.000049343344,0.00068041246],"category_scores_gemma":[0.00008172187,0.00024681093,0.000081801525,0.0003196689,0.00017400786,0.00026157327,0.00040776242,0.0004797153,0.00010860071],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016515146,0.0015305105,0.69745123,0.00043091402,0.00033205075,0.00007063232,0.089896165,0.0010451283,0.0031725094,0.0029496183,0.0076329336,0.19532317],"study_design_scores_gemma":[0.0011697026,0.0005858773,0.82411593,0.001544056,0.000118799064,0.00012209227,0.00829375,0.00064192235,0.00026430283,0.00018152529,0.1619561,0.0010059664],"about_ca_topic_score_codex":0.0060207117,"about_ca_topic_score_gemma":0.015378046,"teacher_disagreement_score":0.1943172,"about_ca_system_score_codex":0.0021027976,"about_ca_system_score_gemma":0.00009777767,"threshold_uncertainty_score":0.9999984},"labels":[],"label_agreement":null},{"id":"W4408755295","doi":"10.63485/khhvw-sqg72","title":"OA impact advantage even greater for developing countries","year":2008,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Economics","score_opus":0.025320908250180157,"score_gpt":0.3232184430676028,"score_spread":0.29789753481742265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408755295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9578106,0.000040394825,0.009652005,0.0005704022,0.0004861643,0.0012181976,0.0002717144,0.00011599149,0.029834548],"genre_scores_gemma":[0.9759883,0.00095230434,0.013235511,0.0013296944,0.00017689775,0.00020348038,0.00023239088,0.000074261516,0.0078071253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811554,0.000038894013,0.00032540414,0.0005525339,0.00041828235,0.00054934993],"domain_scores_gemma":[0.99928904,0.000048975166,0.00016710874,0.00034164553,0.0000056601693,0.00014759852],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015334974,0.00042589122,0.00040665292,0.00003348394,0.00027371995,0.000079535195,0.00041057935,0.00028950028,0.00270527],"category_scores_gemma":[0.000013249118,0.0003387518,0.0002862463,0.000053340416,0.00024162742,0.000254304,0.0011926163,0.00023570994,0.00061979546],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015630304,0.00019827712,0.94697046,0.00017752833,0.00040232448,0.000054009866,0.0039166254,0.0023938508,0.0012622704,0.00018660146,0.038373668,0.0059080794],"study_design_scores_gemma":[0.0016088871,0.00032712825,0.8978914,0.00015549197,0.00015115544,0.00004364637,0.0004856353,0.00091634685,0.0077557634,0.007248262,0.08077585,0.0026404252],"about_ca_topic_score_codex":0.00062824227,"about_ca_topic_score_gemma":0.000048166497,"teacher_disagreement_score":0.049079053,"about_ca_system_score_codex":0.0015005247,"about_ca_system_score_gemma":0.00005659467,"threshold_uncertainty_score":0.9999065},"labels":[],"label_agreement":null},{"id":"W4408837008","doi":"10.1016/j.jtrangeo.2025.104204","title":"Incorporating principles of justice in transport evaluation: A case of suburban train projects in Santiago de Chile","year":2025,"lang":"en","type":"article","venue":"Journal of Transport Geography","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Agencia Nacional de Investigación y Desarrollo; Centro de Desarrollo Urbano Sustentable","keywords":"Economic Justice; Transport engineering; Regional science; Human factors and ergonomics; Poison control; Geography; Engineering; Sociology; Political science; Medicine; Environmental health; Law","score_opus":0.021308467966141234,"score_gpt":0.29948642473451975,"score_spread":0.27817795676837853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408837008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99514997,0.00018100876,0.00022574153,0.00008108994,0.000064220454,0.00032725526,0.000017893688,0.000002755425,0.0039500925],"genre_scores_gemma":[0.997081,0.00008073377,0.0027540764,0.0000423247,0.000013893602,0.0000078505955,0.0000047768885,0.000007770925,0.0000075964394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980859,0.00011984066,0.0009772024,0.00014930882,0.00045077433,0.00021694388],"domain_scores_gemma":[0.9992878,0.000053738746,0.00047584457,0.000102622944,0.000016099088,0.000063920765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018806733,0.0001403862,0.00039528546,0.00034892495,0.000048519603,0.0000032233036,0.0001886024,0.00009205029,0.0001335466],"category_scores_gemma":[0.00001855284,0.00013164154,0.00021253465,0.0009216736,0.00025871975,0.0002593536,0.000011294689,0.00024716454,2.1601998e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008906839,0.0005975278,0.98030394,0.00012374023,0.00004186296,0.00038841678,0.002197615,0.010080478,0.004214791,0.00006078885,0.0000037225764,0.001898033],"study_design_scores_gemma":[0.0014325292,0.00019860022,0.9930494,0.00028923014,0.00021206553,0.000076339486,0.0016283038,0.00030689014,0.0020197616,0.000660007,0.00002149633,0.00010538678],"about_ca_topic_score_codex":0.0012002737,"about_ca_topic_score_gemma":0.0030010792,"teacher_disagreement_score":0.012745434,"about_ca_system_score_codex":0.0001247826,"about_ca_system_score_gemma":0.00012427983,"threshold_uncertainty_score":0.5368186},"labels":[],"label_agreement":null},{"id":"W4409075222","doi":"10.1111/cobi.14453","title":"Advancing social impact assessments for more effective and equitable conservation","year":2025,"lang":"en","type":"review","venue":"Conservation Biology","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Social impact assessment; Traditional knowledge; Political science; Public relations; Environmental planning; Environmental resource management; Sociology; Geography; Ecology","score_opus":0.035137273217868734,"score_gpt":0.43788382040302987,"score_spread":0.4027465471851611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409075222","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008253151,0.9689006,0.007506939,0.0010696608,0.0009308632,0.008673488,0.0012101635,0.00015255569,0.003302572],"genre_scores_gemma":[0.0007037377,0.99118125,0.0015314722,0.0015902722,0.00015178346,0.0013938554,0.0019697254,0.0000499072,0.0014280044],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981459,0.00028403912,0.00045383078,0.00051544636,0.00011322494,0.0004875978],"domain_scores_gemma":[0.99852115,0.0008071742,0.0004217388,0.00015090425,0.000015712983,0.00008331984],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048269605,0.00039068062,0.0009930208,0.000078482684,0.00044294485,0.000043205615,0.00018632572,0.00045828492,0.0002000701],"category_scores_gemma":[0.000175198,0.00033164132,0.00025794096,0.00026849937,0.00033570963,0.00025671284,0.00033292014,0.00020318574,0.000023467075],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025612326,0.00008621384,0.025758957,0.0022900281,0.00022137791,9.53192e-7,0.000097284894,0.0000015331422,0.00011519632,0.00032306465,0.009283285,0.9617965],"study_design_scores_gemma":[0.00070921786,0.00030506094,0.020719113,0.0009098282,0.00053986814,0.0000047071853,0.000072448354,0.0001318953,0.0000053831454,0.0017522095,0.97430074,0.00054949685],"about_ca_topic_score_codex":0.0004203397,"about_ca_topic_score_gemma":0.00006053488,"teacher_disagreement_score":0.9650175,"about_ca_system_score_codex":0.0008995276,"about_ca_system_score_gemma":0.00012284907,"threshold_uncertainty_score":0.9999136},"labels":[],"label_agreement":null},{"id":"W4409415949","doi":"10.1016/j.geoforum.2025.104275","title":"Reproducing extractivism: A political ecology analysis of strategic environmental assessment and hydrocarbon extraction in the Arctic","year":2025,"lang":"en","type":"article","venue":"Geoforum","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Political ecology; Politics; Arctic; Ecology; Natural resource economics; Geography; Political science; Economics; Biology","score_opus":0.01725005468470942,"score_gpt":0.3166507799189726,"score_spread":0.2994007252342632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409415949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829087,0.000024483754,0.000117809686,0.00097507995,0.000058265585,0.00022254072,0.0000065777704,0.000006599776,0.015679922],"genre_scores_gemma":[0.99921054,0.00003823506,0.00013822736,0.00038037033,0.000009528485,0.0000277765,0.00001573142,0.0000051547463,0.00017445502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982894,0.00017539746,0.000286641,0.00036850446,0.0002596171,0.0006204324],"domain_scores_gemma":[0.9994149,0.00015414214,0.00009844823,0.00027948964,8.4082797e-7,0.00005218012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071724737,0.00013322801,0.00023936223,0.00012345315,0.00018167372,0.000023690085,0.00014128124,0.00008275922,0.00035742926],"category_scores_gemma":[0.000012380349,0.00010693198,0.000080057915,0.0004205631,0.00027092366,0.00017528093,0.00022948137,0.00022423491,0.000007088937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012428561,0.00040536476,0.983404,0.000006496531,0.00011372385,0.000008048109,0.00025178626,0.00045903778,0.010946601,0.0031745448,0.000009734507,0.0012082419],"study_design_scores_gemma":[0.00021644939,0.00007838449,0.98783684,0.0000062581594,0.00025277172,0.0000042112033,0.0038847781,0.0024053797,0.00018319601,0.0050066775,0.000033415396,0.000091629416],"about_ca_topic_score_codex":0.0012752315,"about_ca_topic_score_gemma":0.00049214374,"teacher_disagreement_score":0.0163018,"about_ca_system_score_codex":0.00049837766,"about_ca_system_score_gemma":0.000014485116,"threshold_uncertainty_score":0.43605596},"labels":[],"label_agreement":null},{"id":"W4409448548","doi":"10.51644/iiyp2591","title":"IUCN WCPA Technical Note No.21: Utilizing Protected and Conserved Areas for Human Health and Well-being: A Technical and Methodological Framework","year":2025,"lang":"en","type":"report","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"IUCN Red List; Geography; Human health; Environmental planning; Environmental resource management; Political science; Ecology; Environmental science; Biology; Medicine; Environmental health","score_opus":0.09615230671474734,"score_gpt":0.4245182326053009,"score_spread":0.3283659258905536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409448548","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27233556,0.0045326985,0.13691182,0.012626599,0.0014272254,0.030402355,0.00035782988,0.0020583957,0.5393475],"genre_scores_gemma":[0.43796137,0.0076038484,0.5289717,0.0048706797,0.00046606138,0.0014478603,0.0003457649,0.00020094482,0.018131813],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99618995,0.00038323962,0.00080151815,0.0012212964,0.0006922013,0.00071180303],"domain_scores_gemma":[0.9976152,0.0010107978,0.00037708238,0.00039578346,0.000021597196,0.00057951355],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021673609,0.00059188204,0.0011822935,0.000083392864,0.0007182509,0.00014345629,0.0002650647,0.0012521006,0.00037902364],"category_scores_gemma":[0.0015581008,0.00048441876,0.00015640497,0.00020097176,0.0014437842,0.00012753686,0.001295081,0.0012017715,0.0000069532616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001959783,0.0044295792,0.5248982,0.009671598,0.0009980038,0.00031594431,0.00237261,0.000008912895,0.09692454,0.016536191,0.10866205,0.23322259],"study_design_scores_gemma":[0.0043991418,0.0061583146,0.662059,0.0037732117,0.00076149584,0.0007403401,0.001006114,0.00033688924,0.0009571678,0.10242108,0.21287365,0.004513571],"about_ca_topic_score_codex":0.0010414214,"about_ca_topic_score_gemma":0.000304492,"teacher_disagreement_score":0.5212157,"about_ca_system_score_codex":0.00062845123,"about_ca_system_score_gemma":0.00015905318,"threshold_uncertainty_score":0.99976075},"labels":[],"label_agreement":null},{"id":"W4409489126","doi":"10.2139/ssrn.5220237","title":"Pollution Avoidance: Within and Across Category Substitution","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Substitution (logic); Pollution; Psychology; Social psychology; Environmental science; Computer science; Ecology","score_opus":0.008688087766586219,"score_gpt":0.2813265083620397,"score_spread":0.2726384205954535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409489126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922154,0.0013236131,0.0029721532,0.00042777506,0.00070514233,0.0002427219,0.00003503413,0.000033098077,0.0020450896],"genre_scores_gemma":[0.9898151,0.0051927157,0.00009535387,0.00019149049,0.0001641033,0.000012791326,0.000022670514,0.000013966258,0.004491822],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99701595,0.00013828724,0.00034638375,0.00039647892,0.00040908446,0.0016937882],"domain_scores_gemma":[0.9993446,0.000016758177,0.0003043024,0.00019782301,0.0000061683977,0.0001303613],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014674182,0.00029225065,0.00026237828,0.000036008387,0.0006229369,0.000121350306,0.0003225316,0.00031174166,0.00008368927],"category_scores_gemma":[0.000035805253,0.00027354798,0.0001162309,0.00010953174,0.00033408444,0.00027731137,0.0007332737,0.0034314513,0.00005375351],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005770547,0.0013754853,0.6641357,0.00029548426,0.0016613057,0.00006670793,0.019032544,0.03928561,0.014224913,0.11499341,0.0016073227,0.14274448],"study_design_scores_gemma":[0.0016318479,0.00033993638,0.2513007,0.00021744902,0.00017980495,0.0003298866,0.00708838,0.00065096613,0.00082867,0.7341523,0.0020394097,0.0012406423],"about_ca_topic_score_codex":0.0016554546,"about_ca_topic_score_gemma":0.0031812359,"teacher_disagreement_score":0.6191589,"about_ca_system_score_codex":0.004844727,"about_ca_system_score_gemma":0.00057726156,"threshold_uncertainty_score":0.9999717},"labels":[],"label_agreement":null},{"id":"W4409526177","doi":"10.63485/wq9k1-vka43","title":"What the Canadian government can do for OA","year":2007,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Business; Political science; Philosophy","score_opus":0.019743203158979032,"score_gpt":0.28233873656866615,"score_spread":0.2625955334096871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409526177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5640462,0.00030160014,0.00077881565,0.019380247,0.0061268173,0.004891638,0.0005838585,0.0000816357,0.40380916],"genre_scores_gemma":[0.97831655,0.00018702395,0.0008857647,0.0052764076,0.00014146543,0.00014624071,0.00004866846,0.000033756227,0.014964106],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979531,0.00003373825,0.00022678256,0.00042648427,0.000764368,0.0005954945],"domain_scores_gemma":[0.9989724,0.000058386577,0.00010943779,0.00046535546,0.0000025964825,0.0003917908],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005058053,0.00027384053,0.0001875798,0.00001253687,0.0005114157,0.00044878118,0.00062291103,0.0002719147,0.0038066648],"category_scores_gemma":[0.000014144162,0.00019056156,0.00016469944,0.000054921882,0.0002521377,0.00015347883,0.0008147939,0.0003652007,0.0001994859],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010055756,0.0007974076,0.4068942,0.00015285998,0.00073740585,0.00007825554,0.021046922,0.008914351,0.0008165721,0.004508322,0.22330226,0.3326509],"study_design_scores_gemma":[0.0008946616,0.00020221336,0.4704646,0.00012123831,0.00021332421,0.0000072327975,0.013579816,0.00087741396,0.001771545,0.022463258,0.48748252,0.0019222006],"about_ca_topic_score_codex":0.355358,"about_ca_topic_score_gemma":0.85517246,"teacher_disagreement_score":0.49981442,"about_ca_system_score_codex":0.004930656,"about_ca_system_score_gemma":0.00006506798,"threshold_uncertainty_score":0.99888927},"labels":[],"label_agreement":null},{"id":"W4409572996","doi":"10.63485/rvy2a-5xx70","title":"Toronto&amp;#39;s comments on CIHR OA policy","year":2006,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.024254280778586396,"score_gpt":0.3269084678427875,"score_spread":0.3026541870642011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409572996","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3694307,0.000027188868,0.00020958041,0.001094869,0.0004507962,0.00047285276,0.000087272754,0.00011079526,0.62811595],"genre_scores_gemma":[0.9309668,0.00012812701,0.0021091786,0.0058450866,0.0005222294,0.0000787349,0.00036190808,0.0000740245,0.059913892],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.997283,0.00011339004,0.00039685334,0.0007112797,0.00085653004,0.0006389727],"domain_scores_gemma":[0.998709,0.00003898482,0.00020065768,0.00077215943,0.0000025815677,0.00027662248],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017539502,0.0005209949,0.00040157753,0.000031854383,0.0002224291,0.00011753114,0.00070265605,0.0004004659,0.013743575],"category_scores_gemma":[0.000015503409,0.00047045486,0.00023605797,0.00007836661,0.00022612243,0.00020506437,0.0023422344,0.00047344773,0.003205962],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009217339,0.004581479,0.4040275,0.0000888345,0.00030247794,0.00003213295,0.0018194881,0.0056911726,0.0040005827,0.0015908243,0.48226643,0.095506914],"study_design_scores_gemma":[0.00090673217,0.00019772504,0.8410282,0.000073561074,0.00006333033,0.0000030415656,0.0002213857,0.00010870461,0.00053545745,0.008233562,0.14716148,0.0014668044],"about_ca_topic_score_codex":0.111820735,"about_ca_topic_score_gemma":0.008300468,"teacher_disagreement_score":0.5682021,"about_ca_system_score_codex":0.0042436137,"about_ca_system_score_gemma":0.000026690164,"threshold_uncertainty_score":0.9997747},"labels":[],"label_agreement":null},{"id":"W4410013775","doi":"10.1007/s00267-025-02173-7","title":"Evaluating the Outcomes of the Canadian Watershed Research Consortium: A Research Contribution Framework Approach","year":2025,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Water Network; University of Waterloo","funders":"","keywords":"Watershed; Nature Conservation; Forest management; Environmental resource management; Silviculture; Geography; Forestry; Environmental science; Ecology; Computer science; Biology","score_opus":0.09107902413900228,"score_gpt":0.42704255880041553,"score_spread":0.33596353466141327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410013775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92915094,0.0000722635,0.0001111071,0.0034220584,0.0002144892,0.00217705,0.000021071452,0.000012796888,0.064818226],"genre_scores_gemma":[0.989173,0.000049088187,0.0007206408,0.00057375693,0.000019493147,0.00028201749,0.000016915455,0.000016946315,0.009148148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949094,0.0012539533,0.0003935241,0.0004979353,0.002036879,0.00090829236],"domain_scores_gemma":[0.99855715,0.0002952913,0.0000883749,0.00090761215,0.0000069123,0.00014465026],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004750246,0.00020456586,0.0002126718,0.00012506498,0.002279743,0.00009953827,0.0011466824,0.00013908047,0.0010252714],"category_scores_gemma":[0.00011946378,0.00012525835,0.00013471453,0.0007253265,0.0021851463,0.00013528597,0.00186691,0.0008201475,0.0003172732],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053578417,0.00067277474,0.9608089,0.000029732199,0.00030121626,0.000006185635,0.0018432653,0.0014718944,0.0043598665,0.0167359,0.004628891,0.009087834],"study_design_scores_gemma":[0.0004234952,0.000082070015,0.97754943,0.00002929592,0.000051278366,6.573878e-7,0.003336501,0.0003806671,0.0011300526,0.0111657595,0.005707907,0.00014287475],"about_ca_topic_score_codex":0.018740568,"about_ca_topic_score_gemma":0.0043659084,"teacher_disagreement_score":0.060022056,"about_ca_system_score_codex":0.002842967,"about_ca_system_score_gemma":0.000032261418,"threshold_uncertainty_score":0.99988794},"labels":[],"label_agreement":null},{"id":"W4410107356","doi":"10.2139/ssrn.5226336","title":"&lt;div&gt; Recommendation for Canada's International Sustainable&lt;span&gt;&amp;nbsp;Infrastructure Strategy&lt;/span&gt;&lt;/div&gt;","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Span (engineering); Life span; Engineering; Medicine; Gerontology; Civil engineering","score_opus":0.005209341869101118,"score_gpt":0.254622904636511,"score_spread":0.24941356276740986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410107356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8944538,0.0011061269,0.027902357,0.013805848,0.0030852803,0.0020605745,0.00032203452,0.00014629126,0.057117686],"genre_scores_gemma":[0.9607271,0.0017575296,0.00049024407,0.00091880374,0.00049906364,0.000059882124,0.0003331137,0.000066812485,0.035147455],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99394906,0.00020720964,0.0008071987,0.0006984198,0.0010294606,0.0033086806],"domain_scores_gemma":[0.99856055,0.00012058506,0.0005293221,0.00034593343,0.000082643295,0.00036096133],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013868673,0.00058383815,0.00048123006,0.00017771592,0.0012092367,0.00033487196,0.00103177,0.00029962798,0.0032081346],"category_scores_gemma":[0.00015122048,0.00056635763,0.00027031323,0.00048236994,0.00022355968,0.000997872,0.00040903318,0.0015218607,0.00005773923],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015009851,0.0018357582,0.10208308,0.00021472787,0.0038460083,0.00010960103,0.001864118,0.017060911,0.06261509,0.15650117,0.2770137,0.37535486],"study_design_scores_gemma":[0.0044279727,0.0007521255,0.10936696,0.00008443355,0.00031677,0.00020493373,0.004420562,0.001564535,0.0008104997,0.17724931,0.69935274,0.0014491556],"about_ca_topic_score_codex":0.011618363,"about_ca_topic_score_gemma":0.2814799,"teacher_disagreement_score":0.42233905,"about_ca_system_score_codex":0.015639694,"about_ca_system_score_gemma":0.0027690243,"threshold_uncertainty_score":0.9996788},"labels":[],"label_agreement":null},{"id":"W4410206946","doi":"10.1139/facets-2024-0120","title":"Risk equivalent safe operating space as an inclusive framework for living resource management in a multisectoral, multicultural world","year":2025,"lang":"en","type":"article","venue":"FACETS","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Multiculturalism; Space (punctuation); Resource (disambiguation); Business; Risk analysis (engineering); Computer science; Political science","score_opus":0.013410960307018369,"score_gpt":0.3357811568513891,"score_spread":0.3223701965443707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410206946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808849,0.00005072923,0.0016203293,0.0004646981,0.00016144564,0.0011498827,0.000019574143,0.00004374064,0.015604674],"genre_scores_gemma":[0.96343386,0.00003400394,0.029248284,0.0006676608,0.000040128467,0.00014904777,0.000012723714,0.000018554794,0.006395745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983496,0.00015885,0.00026699886,0.00046346575,0.0002865605,0.00047453956],"domain_scores_gemma":[0.9993238,0.00018711807,0.000103075865,0.00025381765,0.0000033607034,0.0001288426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003211039,0.0002256682,0.00020916367,0.00006583441,0.00044301324,0.00009896459,0.0003056343,0.000090251066,0.0005931292],"category_scores_gemma":[0.00013369351,0.00020695222,0.00007440087,0.0003111197,0.00009886481,0.0003133879,0.00076733634,0.0002596554,0.00011491382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014677111,0.001771938,0.85960305,0.00011763926,0.00021924361,0.000046810183,0.0324981,0.02759636,0.0102536855,0.0037902466,0.0037900605,0.060166102],"study_design_scores_gemma":[0.0014320919,0.00020028517,0.9561355,0.0004916646,0.00007257603,9.553403e-7,0.012924434,0.009001611,0.0016771328,0.0030100085,0.01440609,0.0006476125],"about_ca_topic_score_codex":0.0014342967,"about_ca_topic_score_gemma":0.0013316204,"teacher_disagreement_score":0.096532494,"about_ca_system_score_codex":0.00084262417,"about_ca_system_score_gemma":0.000006456464,"threshold_uncertainty_score":0.84392667},"labels":[],"label_agreement":null},{"id":"W4410372837","doi":"10.1007/s00267-025-02176-4","title":"Regional Assessments Under the Canadian Impact Assessment Act: Objectives, Outcomes and Lessons So Far","year":2025,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Scope (computer science); Business; Process (computing); Impact assessment; Environmental planning; Process management; Environmental resource management; Distribution (mathematics); Political science; Computer science; Economics; Geography; Public administration","score_opus":0.014469710602454668,"score_gpt":0.32293698466029996,"score_spread":0.3084672740578453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410372837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87719375,0.00024290434,0.00074637705,0.009237491,0.00038675973,0.0016238154,0.00007404877,0.000068626,0.11042621],"genre_scores_gemma":[0.9828916,0.00055094104,0.0008271117,0.005297681,0.00002159148,0.00015671989,0.00006806226,0.00003549545,0.01015078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99711436,0.0001839057,0.00036267814,0.0007250578,0.0008082126,0.00080579636],"domain_scores_gemma":[0.9988318,0.00007780276,0.00013172552,0.0005947228,0.0000013920245,0.00036252817],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044260544,0.00049139204,0.0003208251,0.00012768878,0.0017152453,0.0002981966,0.00056647806,0.00013510931,0.0023922487],"category_scores_gemma":[0.0000024900412,0.00036381092,0.00019345718,0.00024066394,0.0009146186,0.00041611138,0.0009848431,0.0003886795,0.00027886164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019522677,0.0004952361,0.9468691,0.000011925673,0.000674181,0.000030137362,0.00029718026,0.00090264145,0.0004071747,0.0062145293,0.0056449613,0.038433418],"study_design_scores_gemma":[0.0007465229,0.000071797185,0.9548072,0.000014814067,0.00012960809,0.0000041551407,0.0017043296,0.00020131531,0.000020960171,0.0027046164,0.039240576,0.0003541044],"about_ca_topic_score_codex":0.03177799,"about_ca_topic_score_gemma":0.027229546,"teacher_disagreement_score":0.10569785,"about_ca_system_score_codex":0.004412094,"about_ca_system_score_gemma":0.00006060128,"threshold_uncertainty_score":0.9998814},"labels":[],"label_agreement":null},{"id":"W4410577116","doi":"10.1071/ep24148","title":"Complexities of First Nations impact assessments in offshore environments","year":2025,"lang":"en","type":"article","venue":"Australian Energy Producers journal.","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Environmental science; Oceanography; Environmental resource management; Marine engineering; Environmental planning; Geology; Engineering","score_opus":0.023532012092441663,"score_gpt":0.3235624872345869,"score_spread":0.30003047514214526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410577116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95260096,0.000051692365,0.00020263692,0.001211848,0.00035980152,0.00018288425,0.000019660789,0.000012401811,0.045358133],"genre_scores_gemma":[0.9859376,0.0002484154,0.00047444363,0.00009593014,0.000041006973,0.000013991243,0.000017513576,0.000015871938,0.013155227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814284,0.00011842261,0.0005256658,0.00029852375,0.0004717171,0.0004428527],"domain_scores_gemma":[0.99927366,0.000056494093,0.00024469546,0.00027386378,0.0000053019935,0.00014598393],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030977107,0.0002368021,0.00029913813,0.00024304666,0.0003106026,0.000059344442,0.0004038422,0.00010021404,0.0022034904],"category_scores_gemma":[0.000040286144,0.00021555783,0.00015465019,0.0005824358,0.00033792673,0.0006380184,0.00017853847,0.00025406794,0.000024770305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004274893,0.00066870573,0.9704766,0.000017889319,0.00016199757,0.000021977085,0.00041031916,0.009327361,0.0050711795,0.0006019412,0.009828503,0.0033707384],"study_design_scores_gemma":[0.00086167763,0.00015487178,0.96776086,0.00011763094,0.000040844807,0.000013812125,0.0010405175,0.000056200493,0.0071938913,0.0027028387,0.01978905,0.00026781394],"about_ca_topic_score_codex":0.0012210968,"about_ca_topic_score_gemma":0.0013676231,"teacher_disagreement_score":0.033336658,"about_ca_system_score_codex":0.0011619925,"about_ca_system_score_gemma":0.000036916157,"threshold_uncertainty_score":0.9987086},"labels":[],"label_agreement":null},{"id":"W4410765423","doi":"10.32920/29161079.v1","title":"Climate Change and the Protection of Drinking Water in Ontario: An Opportunity to Adopt Adaptive Management?","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Adaptive management; Environmental planning; Environmental resource management; Business; Natural resource economics; Environmental science; Economics; Ecology","score_opus":0.06732746854665406,"score_gpt":0.2777512715794594,"score_spread":0.21042380303280533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410765423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92873603,0.0000030603815,0.0001877422,0.00036764,0.00012955054,0.0022991544,0.000008691785,0.000016480517,0.06825167],"genre_scores_gemma":[0.99630225,0.00006714957,0.0009139056,0.00055030937,0.000010731129,0.00041550005,0.0000146607235,0.0000073349665,0.0017181599],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987799,0.00013659571,0.00023831695,0.00034587458,0.0002427262,0.00025660693],"domain_scores_gemma":[0.99954295,0.000008153499,0.00007340396,0.00026059957,0.0000021853523,0.00011270769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053239736,0.00018466718,0.00023958177,0.000054646654,0.00010342607,0.000032090084,0.00023173925,0.00011006143,0.0009039967],"category_scores_gemma":[0.000002783723,0.00011682082,0.000047235397,0.000059176964,0.00015585535,0.00018332127,0.0026706147,0.00033574324,0.000012720291],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015078133,0.0014213677,0.64201623,0.0003455783,0.00026172507,0.000045717767,0.09562848,0.0025103895,0.0009890393,0.004328423,0.00007641333,0.2508688],"study_design_scores_gemma":[0.0009490529,0.00014182238,0.9881283,0.00026733027,0.00006980381,7.4099046e-7,0.0025667448,0.0006110409,0.00066364603,0.005939,0.0003214557,0.00034107437],"about_ca_topic_score_codex":0.21037771,"about_ca_topic_score_gemma":0.26881936,"teacher_disagreement_score":0.34611204,"about_ca_system_score_codex":0.0004814519,"about_ca_system_score_gemma":0.000006854418,"threshold_uncertainty_score":0.98981297},"labels":[],"label_agreement":null},{"id":"W4410766179","doi":"10.32920/29161079","title":"Climate Change and the Protection of Drinking Water in Ontario: An Opportunity to Adopt Adaptive Management?","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Environmental planning; Business; Environmental resource management; Adaptive management; Natural resource economics; Environmental science; Environmental protection; Economics; Ecology","score_opus":0.06732746854665406,"score_gpt":0.2777512715794594,"score_spread":0.21042380303280533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410766179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92873603,0.0000030603815,0.0001877422,0.00036764,0.00012955054,0.0022991544,0.000008691785,0.000016480517,0.06825167],"genre_scores_gemma":[0.99630225,0.00006714957,0.0009139056,0.00055030937,0.000010731129,0.00041550005,0.0000146607235,0.0000073349665,0.0017181599],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987799,0.00013659571,0.00023831695,0.00034587458,0.0002427262,0.00025660693],"domain_scores_gemma":[0.99954295,0.000008153499,0.00007340396,0.00026059957,0.0000021853523,0.00011270769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053239736,0.00018466718,0.00023958177,0.000054646654,0.00010342607,0.000032090084,0.00023173925,0.00011006143,0.0009039967],"category_scores_gemma":[0.000002783723,0.00011682082,0.000047235397,0.000059176964,0.00015585535,0.00018332127,0.0026706147,0.00033574324,0.000012720291],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015078133,0.0014213677,0.64201623,0.0003455783,0.00026172507,0.000045717767,0.09562848,0.0025103895,0.0009890393,0.004328423,0.00007641333,0.2508688],"study_design_scores_gemma":[0.0009490529,0.00014182238,0.9881283,0.00026733027,0.00006980381,7.4099046e-7,0.0025667448,0.0006110409,0.00066364603,0.005939,0.0003214557,0.00034107437],"about_ca_topic_score_codex":0.21037771,"about_ca_topic_score_gemma":0.26881936,"teacher_disagreement_score":0.34611204,"about_ca_system_score_codex":0.0004814519,"about_ca_system_score_gemma":0.000006854418,"threshold_uncertainty_score":0.98981297},"labels":[],"label_agreement":null},{"id":"W4411222088","doi":"10.1080/14615517.2025.2515776","title":"Needs and pathways for strengthening the contribution of qualitative methods toward more effective impact assessment practice","year":2025,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Environmental planning; Qualitative research; Process management; Engineering ethics; Computer science; Management science; Business; Sociology; Environmental science; Economics; Engineering; Social science","score_opus":0.05853920049817314,"score_gpt":0.5430307485140422,"score_spread":0.4844915480158691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411222088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93384546,0.00020770926,0.057443775,0.001093588,0.0002169907,0.0026054152,0.0001316307,0.000040751896,0.0044147056],"genre_scores_gemma":[0.9734325,0.00011021687,0.025758456,0.00015533967,0.000046854362,0.00036785312,0.000071926785,0.000022963797,0.00003391586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99666035,0.0014766791,0.0004970714,0.00039688547,0.00044303472,0.000525976],"domain_scores_gemma":[0.99317807,0.0059493836,0.0004457908,0.00024446065,0.00004879286,0.00013347366],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0039223256,0.00041417414,0.0005621553,0.0001280754,0.000443252,0.00016680258,0.00021535494,0.00016208741,0.00005224237],"category_scores_gemma":[0.0006187328,0.0002662307,0.0002299469,0.00052916957,0.00056884094,0.0007868479,0.00033958812,0.0003772061,7.345266e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020321538,0.0017902587,0.4700381,0.00023523267,0.0033894894,0.0000069831367,0.1537051,0.00042045527,0.0912656,0.022264406,0.0030681193,0.25178412],"study_design_scores_gemma":[0.00431421,0.003073628,0.881376,0.00011429681,0.0007420396,0.000017564513,0.09173377,0.008339309,0.003162607,0.0044617197,0.0019902007,0.0006746491],"about_ca_topic_score_codex":0.0013047104,"about_ca_topic_score_gemma":0.000018470379,"teacher_disagreement_score":0.4113379,"about_ca_system_score_codex":0.00063692976,"about_ca_system_score_gemma":0.00021247879,"threshold_uncertainty_score":0.999979},"labels":[],"label_agreement":null},{"id":"W4411346161","doi":"10.1139/facets-2024-0278","title":"The future Prairie Pothole Region: scenarios of change","year":2025,"lang":"en","type":"article","venue":"FACETS","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Guelph; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Pothole (geology); Geography; Environmental science; Environmental resource management; Environmental planning; Physical geography; Geology","score_opus":0.023276156263560034,"score_gpt":0.28337703351551996,"score_spread":0.2601008772519599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411346161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9177162,0.00068035425,0.00010342879,0.021324629,0.0008197145,0.00056758913,0.000010949243,0.00003797804,0.05873918],"genre_scores_gemma":[0.9896089,0.0001246263,0.000080272584,0.0007299871,0.00006687969,0.000023710463,0.0000025498853,0.000004882174,0.009358207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993761,0.000039562958,0.000109307446,0.000121611,0.00017823075,0.00017518997],"domain_scores_gemma":[0.9996817,0.000022202737,0.000055298104,0.00019965274,0.0000018612753,0.000039255996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000094592426,0.00007965003,0.00008469486,0.000008683434,0.00022451047,0.000016169814,0.00020476941,0.000055623033,0.0001455013],"category_scores_gemma":[0.000008173348,0.000053875236,0.00004554157,0.00013880528,0.00020813495,0.00012381074,0.00018122392,0.00008517723,0.00011406588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036363912,0.0002218605,0.77424794,0.000022238817,0.000046793823,0.000008576743,0.0021453612,0.000027898714,0.00466439,0.0015830968,0.10928348,0.107711986],"study_design_scores_gemma":[0.00017423999,0.000030864812,0.6809014,0.000012663159,0.000008157333,9.586279e-7,0.00065814104,0.000020351488,0.0008971391,0.00075043866,0.3164779,0.000067776666],"about_ca_topic_score_codex":0.00011056709,"about_ca_topic_score_gemma":0.00020210275,"teacher_disagreement_score":0.20719442,"about_ca_system_score_codex":0.00009006288,"about_ca_system_score_gemma":0.000005805411,"threshold_uncertainty_score":0.21969683},"labels":[],"label_agreement":null},{"id":"W4411404246","doi":"10.1071/ep24501","title":"Session 23. Oral Presentation for: Complexities of First Nations impact assessments in offshore environments","year":2025,"lang":"en","type":"article","venue":"Australian Energy Producers journal.","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Session (web analytics); Political science; Public relations; Environmental ethics; Sociology; Environmental resource management; Business; Medicine; Advertising; Economics","score_opus":0.03578422636923999,"score_gpt":0.35905561086499715,"score_spread":0.32327138449575715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411404246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98682714,0.00004551911,0.0015430495,0.0013038849,0.0005350958,0.00048277507,0.00007217837,0.0000149611005,0.009175379],"genre_scores_gemma":[0.98645204,0.00016238223,0.0013069274,0.0000672393,0.0000460145,0.000040853793,0.00008088093,0.000017873204,0.01182578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982065,0.00012544685,0.00052177033,0.00030619156,0.0004355575,0.00040455005],"domain_scores_gemma":[0.9992768,0.000082205974,0.000289727,0.0002180175,0.000009245471,0.00012398449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034757788,0.00022408438,0.00028250145,0.00021856041,0.0003731808,0.000055463188,0.00030844111,0.00010561372,0.0006108593],"category_scores_gemma":[0.000054326716,0.00020173019,0.00015718405,0.00042647548,0.00022914169,0.0006550599,0.00012757508,0.00017751673,0.000006907918],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013110157,0.00079115137,0.9420631,0.000042240616,0.00017547741,0.0000069954804,0.0005018989,0.019156065,0.011317524,0.0005226519,0.02008318,0.005208614],"study_design_scores_gemma":[0.0017878159,0.00029151014,0.9560488,0.00016961902,0.00007361087,0.000008300516,0.0013642847,0.00036487688,0.015961938,0.004644728,0.018964704,0.00031980447],"about_ca_topic_score_codex":0.0007342376,"about_ca_topic_score_gemma":0.0012261693,"teacher_disagreement_score":0.018791188,"about_ca_system_score_codex":0.0010258415,"about_ca_system_score_gemma":0.000038068094,"threshold_uncertainty_score":0.82263184},"labels":[],"label_agreement":null},{"id":"W4411580049","doi":"10.1007/s00267-025-02194-2","title":"Centring Water in Impact Assessment: Reconsidering Environmental and Cultural Flows in Development Decision-Making in Canada","year":2025,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique; University of Waterloo; University of Saskatchewan; University of New Brunswick","funders":"Government of Canada","keywords":"Nature Conservation; Centring; Forest management; Environmental resource management; Environmental impact assessment; Environmental planning; Geography; Environmental ethics; Political science; Forestry; Environmental science; Ecology; Engineering; Philosophy","score_opus":0.006002642638410128,"score_gpt":0.2456857023055342,"score_spread":0.23968305966712405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411580049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99355346,0.0001349488,0.000046535653,0.00007845676,0.00017417157,0.0008127857,0.000008980498,0.000012127952,0.0051785232],"genre_scores_gemma":[0.99681216,0.0003283147,0.002191123,0.00027592946,0.000008473513,0.0001134876,0.000032560692,0.00002882939,0.00020909007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966723,0.00011940302,0.00081528444,0.0008109239,0.00059500366,0.000987127],"domain_scores_gemma":[0.99940884,0.00007508996,0.00008404829,0.00028879158,2.7125316e-7,0.00014293911],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042283352,0.00047195904,0.0004246723,0.00025122098,0.00017316868,0.000068443835,0.0003208991,0.00009032554,0.0021526548],"category_scores_gemma":[0.0000039567985,0.00042065434,0.000061975676,0.00019854728,0.00011607265,0.0005614077,0.0013964254,0.00038652273,0.00008401092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040360246,0.00027796242,0.9310122,0.000017867926,0.000033464323,0.0002721617,0.0010444089,0.007828907,0.0026501103,0.000004924774,0.0000372497,0.056780394],"study_design_scores_gemma":[0.0015533915,0.000020627656,0.9903424,0.00019420631,0.000011304712,0.000005549438,0.0043190354,0.0014099892,0.0005256662,0.00024318405,0.00090706977,0.00046758167],"about_ca_topic_score_codex":0.059975237,"about_ca_topic_score_gemma":0.40596277,"teacher_disagreement_score":0.34598753,"about_ca_system_score_codex":0.014857128,"about_ca_system_score_gemma":0.00003826992,"threshold_uncertainty_score":0.9998245},"labels":[],"label_agreement":null},{"id":"W4412210233","doi":"","title":"A Research-driven approach to develop Odense (DK) as a resilient port city","year":2024,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Port (circuit theory); Computer science; Engineering; Mechanical engineering","score_opus":0.04241171637416243,"score_gpt":0.29334138719168423,"score_spread":0.2509296708175218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412210233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8003558,0.000067032524,0.00041340428,0.0003174291,0.000048486552,0.0007631954,0.00053887215,0.000054382985,0.19744141],"genre_scores_gemma":[0.9206629,0.00010011722,0.0028138733,0.000022667187,0.000039864874,6.550289e-7,0.000045422334,0.000051084462,0.07626343],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99330056,0.0008391728,0.0003205586,0.0011278065,0.0032019536,0.0012099411],"domain_scores_gemma":[0.9976593,0.00029401138,0.00015866796,0.0007565076,0.00024607917,0.0008854216],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0033984492,0.00035832348,0.0005405753,0.0007312117,0.0011432827,0.000074699616,0.001800558,0.00036702858,0.025181634],"category_scores_gemma":[0.0001619937,0.00042760491,0.00031155132,0.0030207268,0.002916216,0.00039792154,0.0026869813,0.0011669477,0.014347926],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049790023,0.0055187596,0.3409791,0.0010470989,0.002229559,0.007850244,0.42752746,0.0018926522,0.030814713,0.002105405,0.14684328,0.028212704],"study_design_scores_gemma":[0.001808689,0.00083136646,0.039971106,0.00051884516,0.00017809156,0.000067545145,0.91920686,0.0016671268,0.0002851644,0.0017826185,0.03251096,0.001171629],"about_ca_topic_score_codex":0.018261706,"about_ca_topic_score_gemma":0.0030114395,"teacher_disagreement_score":0.4916794,"about_ca_system_score_codex":0.0007083273,"about_ca_system_score_gemma":0.00042544625,"threshold_uncertainty_score":0.99981755},"labels":[],"label_agreement":null},{"id":"W4412224553","doi":"","title":"Health in Environmental assessment:Guidance on how to improve assessment of impacts on human health in a Danish context","year":2023,"lang":"en","type":"report","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Danish; Human health; Context (archaeology); Environmental planning; Environmental resource management; Environmental health; Environmental science; Geography; Medicine","score_opus":0.06999191615289356,"score_gpt":0.36464156273073317,"score_spread":0.2946496465778396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412224553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95101565,0.00007680782,0.00004118974,0.0017216821,0.00014115915,0.0024510045,0.008071318,0.00003120591,0.03645],"genre_scores_gemma":[0.976598,0.00091737485,0.00046711485,0.00008021168,0.000040471077,0.0000015146575,0.00032117125,0.00010845692,0.021465685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99114674,0.0013023078,0.00080896344,0.0014311776,0.0038214058,0.0014893768],"domain_scores_gemma":[0.9960031,0.00033458776,0.001667268,0.0010625287,0.00006661066,0.0008659002],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0052891527,0.0006892409,0.0018632862,0.0012138647,0.00062100874,0.00003582202,0.0017343103,0.00055937737,0.004776534],"category_scores_gemma":[0.00009152045,0.0008737791,0.0005100834,0.0011979624,0.0015443991,0.00026099404,0.0016418555,0.0018910136,0.00062129676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012290579,0.0065001827,0.8748557,0.0013063102,0.00077534164,0.0013233512,0.03824125,0.0006518442,0.0063523743,0.00010058138,0.03367688,0.034987144],"study_design_scores_gemma":[0.004200743,0.0037909385,0.7126843,0.002475815,0.000053298314,0.0000069772996,0.27151203,0.00014277556,0.00003865171,0.0001744768,0.0038958334,0.001024151],"about_ca_topic_score_codex":0.07389411,"about_ca_topic_score_gemma":0.069085784,"teacher_disagreement_score":0.2332708,"about_ca_system_score_codex":0.005977712,"about_ca_system_score_gemma":0.001354672,"threshold_uncertainty_score":0.9993713},"labels":[],"label_agreement":null},{"id":"W4412228806","doi":"","title":"A place in the public health toolbox:policy brief on health impact assessments and incorporating health into environmental assessments","year":2023,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Toolbox; Health impact assessment; Public health; Environmental planning; Environmental health; Political science; Environmental resource management; Environmental science; Computer science; Medicine; Nursing","score_opus":0.051657534537410454,"score_gpt":0.34956233127693775,"score_spread":0.2979047967395273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412228806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98750854,0.00007263651,0.00010638314,0.0052906647,0.000027850016,0.0010296853,0.00093116134,0.000033758417,0.004999305],"genre_scores_gemma":[0.9957841,0.0005000213,0.0006265559,0.0002778271,0.000025727457,7.1176464e-7,0.00016456525,0.00003834457,0.002582168],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99357146,0.0018698163,0.00043046483,0.00077028,0.0021207954,0.0012371663],"domain_scores_gemma":[0.99758786,0.00032270368,0.0007579782,0.0005902378,0.000019485791,0.00072173425],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0051649343,0.00037151194,0.00066798413,0.0006331665,0.0015695401,0.00006710841,0.0011943318,0.00017701581,0.0022887709],"category_scores_gemma":[0.000052698077,0.00038635486,0.00022541643,0.0015940474,0.0016606825,0.00048328305,0.0010538361,0.0008439448,0.0008572821],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005563606,0.001970312,0.79223865,0.00024628497,0.00032094767,0.0003457365,0.11602155,0.00029916715,0.00054779265,0.0002294259,0.010092822,0.07713095],"study_design_scores_gemma":[0.0027048185,0.0019695153,0.33890685,0.00020093091,0.000013448423,0.00001562822,0.65154725,0.001083411,0.000002846071,0.00065526995,0.0024459425,0.00045408326],"about_ca_topic_score_codex":0.054136302,"about_ca_topic_score_gemma":0.0120834205,"teacher_disagreement_score":0.5355257,"about_ca_system_score_codex":0.0017863257,"about_ca_system_score_gemma":0.0007494902,"threshold_uncertainty_score":0.99992067},"labels":[],"label_agreement":null},{"id":"W4412228831","doi":"","title":"Policy briefs on health impact assessments and incorporating health into environmental assessments: an overview","year":2023,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Health impact assessment; Environmental planning; Environmental impact assessment; Impact assessment; Environmental resource management; Environmental science; Environmental health; Political science; Medicine; Public health; Nursing; Public administration","score_opus":0.06212549663428073,"score_gpt":0.377335110988017,"score_spread":0.31520961435373623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412228831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99177426,0.00009565297,0.00009272456,0.00077807694,0.000030405803,0.0007154758,0.0013844158,0.000054942855,0.0050740675],"genre_scores_gemma":[0.9924854,0.0011741603,0.0012549991,0.0001268103,0.000035948353,3.655865e-7,0.00024257858,0.000054805147,0.004624907],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99482214,0.0010547212,0.00037596034,0.0008526621,0.0018898871,0.0010046341],"domain_scores_gemma":[0.9975344,0.0001615837,0.0006861089,0.00062424695,0.000026374737,0.00096730556],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023654182,0.00039993235,0.00069699215,0.00053500663,0.0014993539,0.000047698868,0.00095838716,0.00021424552,0.0059806695],"category_scores_gemma":[0.000029355328,0.00047673154,0.000261264,0.0011322739,0.0017539052,0.0006089397,0.0014116912,0.00063649146,0.0016667438],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009369067,0.0021856688,0.82098997,0.00037144267,0.00061714696,0.00039305954,0.048514765,0.00047542114,0.0044911094,0.00030290912,0.005254269,0.115467325],"study_design_scores_gemma":[0.003819877,0.0041224943,0.44319808,0.00044106075,0.0000617213,0.00001804423,0.54036766,0.0020413157,0.000031135627,0.0033336687,0.0015872131,0.0009777027],"about_ca_topic_score_codex":0.049775843,"about_ca_topic_score_gemma":0.0052545913,"teacher_disagreement_score":0.49185294,"about_ca_system_score_codex":0.0011586457,"about_ca_system_score_gemma":0.00039925953,"threshold_uncertainty_score":0.99980056},"labels":[],"label_agreement":null},{"id":"W4412228843","doi":"","title":"Generic guidelines and tools:policy briefs on health impact assessments and incorporating health into environmental assessments","year":2023,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Health impact assessment; Environmental impact assessment; Environmental planning; Impact assessment; Environmental policy; Environmental science; Computer science; Environmental resource management; Political science; Medicine; Public health; Nursing; Public administration","score_opus":0.08105831326427175,"score_gpt":0.37057797814022925,"score_spread":0.2895196648759575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412228843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99350876,0.000098648714,0.00015012805,0.0011868111,0.000027801447,0.00060151936,0.0010018081,0.00003946615,0.0033850332],"genre_scores_gemma":[0.9914103,0.0011272299,0.0024844469,0.00012898412,0.000038297992,3.5868456e-7,0.00014831571,0.00004435437,0.0046177083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958631,0.00062554464,0.0003859792,0.00075969007,0.001526994,0.0008387241],"domain_scores_gemma":[0.9980007,0.00018316992,0.0006137636,0.00043301866,0.00003287907,0.00073650555],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020295077,0.00036138724,0.000620866,0.00045728183,0.0013399594,0.000061805615,0.00064147986,0.00018755603,0.0025542383],"category_scores_gemma":[0.00005491987,0.00041949493,0.00018734345,0.0008727047,0.0017207692,0.00052945997,0.0015516314,0.00048303598,0.0007369772],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006682786,0.00082728855,0.75574315,0.00025473966,0.0005216832,0.00028904356,0.027249414,0.00044011913,0.005929738,0.000081950035,0.009894013,0.19810057],"study_design_scores_gemma":[0.0038142456,0.0025881946,0.49433914,0.00035831705,0.00006308462,0.00002434666,0.49047628,0.0033017762,0.000040461215,0.0015412109,0.0025265573,0.00092639856],"about_ca_topic_score_codex":0.031343,"about_ca_topic_score_gemma":0.002580577,"teacher_disagreement_score":0.46322685,"about_ca_system_score_codex":0.00077769096,"about_ca_system_score_gemma":0.00030059754,"threshold_uncertainty_score":0.9999602},"labels":[],"label_agreement":null},{"id":"W4412228849","doi":"","title":"Setup, roles and tasks of a support unit:policy briefs on health impact assessments and incorporating health into environmental assessments","year":2023,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Unit (ring theory); Health impact assessment; Environmental policy; Psychology; Environmental planning; Environmental resource management; Applied psychology; Environmental health; Environmental science; Nursing; Medicine; Public health","score_opus":0.03550753391639137,"score_gpt":0.3449504931278878,"score_spread":0.3094429592114964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412228849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99269474,0.00004471149,0.0000699392,0.00049512263,0.000017515806,0.00059540983,0.0018533465,0.000027123551,0.004202067],"genre_scores_gemma":[0.9949745,0.0004939093,0.0008778136,0.000051517873,0.000016701018,2.800607e-7,0.00017612432,0.00003850407,0.0033706662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958602,0.000680001,0.00038193102,0.00066842965,0.0015732715,0.0008361635],"domain_scores_gemma":[0.9978624,0.00018761682,0.0007552624,0.000433342,0.000027516628,0.00073386054],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002115591,0.00034574835,0.0006955247,0.000541458,0.00096833473,0.000028095372,0.0006399868,0.00019834249,0.003111446],"category_scores_gemma":[0.00003191224,0.00040803896,0.0001920773,0.0008494649,0.002301186,0.00037162576,0.0014630483,0.0005197738,0.0003925859],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062256434,0.00077298365,0.9166712,0.00025442598,0.00038845188,0.00016017366,0.032969873,0.00013818187,0.0044080955,0.00006800638,0.0017110736,0.041834965],"study_design_scores_gemma":[0.0033813321,0.002999603,0.5087375,0.00030338744,0.000060776398,0.000016299451,0.4807695,0.0009538316,0.000076267985,0.0012787192,0.00082151784,0.00060126325],"about_ca_topic_score_codex":0.031279903,"about_ca_topic_score_gemma":0.0038410542,"teacher_disagreement_score":0.44779962,"about_ca_system_score_codex":0.00057177653,"about_ca_system_score_gemma":0.00038888396,"threshold_uncertainty_score":0.99983716},"labels":[],"label_agreement":null},{"id":"W4412228861","doi":"","title":"Methodological challenges and data needs:Policy briefs on health impact assessments and incorporating health into environmental assessments","year":2023,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Health impact assessment; Environmental planning; Environmental health; Environmental resource management; Data science; Environmental science; Computer science; Medicine; Public health; Nursing","score_opus":0.2097289073920959,"score_gpt":0.4221444750150015,"score_spread":0.21241556762290562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412228861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905323,0.0002933004,0.00016515957,0.0017174406,0.000025152152,0.0006281469,0.0015159161,0.000042611144,0.0050799996],"genre_scores_gemma":[0.98978895,0.0041531976,0.0032176771,0.00007213427,0.000031811116,2.6254537e-7,0.0002297158,0.000038237715,0.0024679995],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9949842,0.0014814252,0.00031996568,0.00090023153,0.0014761938,0.0008379876],"domain_scores_gemma":[0.9974781,0.00045405622,0.00057077646,0.00073311926,0.000017592458,0.00074634346],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004211359,0.00035351558,0.0007183419,0.0005067378,0.0011252757,0.000034717,0.0011250715,0.0002245529,0.0019957235],"category_scores_gemma":[0.000082319275,0.0003944234,0.00013913879,0.00069753587,0.002137298,0.0004755907,0.00348915,0.0006214668,0.00054756174],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012702896,0.001599841,0.49831715,0.00048023046,0.00089467986,0.0004151772,0.07952081,0.00014881394,0.0035916718,0.00031275355,0.0051602325,0.40828836],"study_design_scores_gemma":[0.0024816527,0.0021039792,0.38145325,0.00023518178,0.000050795472,0.000018423743,0.6075922,0.0015550854,0.000011533449,0.0023769261,0.0015181585,0.0006028029],"about_ca_topic_score_codex":0.017652031,"about_ca_topic_score_gemma":0.0023682166,"teacher_disagreement_score":0.5280714,"about_ca_system_score_codex":0.00056236784,"about_ca_system_score_gemma":0.00022928976,"threshold_uncertainty_score":0.99985075},"labels":[],"label_agreement":null},{"id":"W4412902597","doi":"10.1093/inteam/vjaf102","title":"Challenges and opportunities for the environmental risk assessment of chemicals in soils: a recap and follow-up of a SETAC webinar","year":2025,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Umweltbundesamt; Universidade de Coimbra; European Commission; Wageningen University and Research; Joint Research Centre; Vrije Universiteit Amsterdam; Bayer","keywords":"Sustainability; Environmental science; Soil water; Biodiversity; Environmental planning; Environmental resource management; Ecosystem services; Pollution; Environmental monitoring; Soil functions; Soil contamination; Environmental protection; Ecosystem; Soil biodiversity; Environmental engineering; Soil science; Ecology; Soil fertility","score_opus":0.031857302780244796,"score_gpt":0.2952579584943205,"score_spread":0.2634006557140757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412902597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98706615,0.0030862403,0.0004592223,0.0010071562,0.00012512969,0.0016118849,0.00017137254,0.000016217118,0.006456643],"genre_scores_gemma":[0.89901394,0.09762695,0.0018361309,0.00015048847,0.0000075357216,0.00030465223,0.00004689792,0.000023058285,0.0009903737],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99777985,0.00016912192,0.00064460584,0.00060477515,0.0004143996,0.00038725653],"domain_scores_gemma":[0.9989902,0.00024862905,0.00031195546,0.00033399925,0.000002124568,0.000113105765],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007838209,0.00040517084,0.00052602054,0.00012641957,0.00019821586,0.000036361027,0.00025366445,0.00013303556,0.00016078525],"category_scores_gemma":[0.0000066528914,0.00031699313,0.00010542004,0.00008695448,0.0010152792,0.00029486057,0.00080057984,0.00024321457,9.76392e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027587925,0.0017083749,0.4154799,0.00051820505,0.0010611056,0.000017840686,0.0018374735,0.00013227099,0.027828522,0.004985142,0.0007856239,0.5453697],"study_design_scores_gemma":[0.0032349352,0.00041309575,0.9657126,0.00018296567,0.00040242463,0.000003627358,0.017709604,0.0028466466,0.0013019559,0.001855831,0.00594877,0.0003875596],"about_ca_topic_score_codex":0.00015199122,"about_ca_topic_score_gemma":0.0000877047,"teacher_disagreement_score":0.5502327,"about_ca_system_score_codex":0.00040641593,"about_ca_system_score_gemma":0.00001275419,"threshold_uncertainty_score":0.99992824},"labels":[],"label_agreement":null},{"id":"W4412942322","doi":"10.1007/s00267-025-02235-w","title":"Bringing Together Indigenous Knowledge and Simulation Modelling to Assess Cumulative Impacts to Indigenous Land Use in Northeastern Alberta, Canada","year":2025,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cumulative Environmental Management Association","funders":"","keywords":"Indigenous; Nature Conservation; Geography; Forest management; Traditional knowledge; Land use; Environmental resource management; Environmental protection; Forestry; Agroforestry; Environmental planning; Ecology; Environmental science","score_opus":0.017425141880401243,"score_gpt":0.2674122143157514,"score_spread":0.24998707243535018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412942322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99093723,0.000040076415,0.0033120506,0.000066306515,0.000116734984,0.0013919044,0.000020101474,0.000014847016,0.0041007493],"genre_scores_gemma":[0.99272645,0.000029264382,0.00086257304,0.0008476274,0.000015668791,0.00006611514,0.000020015133,0.000033187935,0.005399108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797004,0.00008256105,0.00035208318,0.00058259384,0.00039314173,0.0006195731],"domain_scores_gemma":[0.99926984,0.00010153487,0.000068427,0.00027256954,0.0000011434657,0.00028650745],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018544,0.00032209494,0.00025853602,0.00014727846,0.00025548358,0.00008910868,0.00022309969,0.00006587684,0.0001768479],"category_scores_gemma":[0.0000063637276,0.00034341397,0.00003649907,0.000289017,0.000049401006,0.0003511083,0.0007903325,0.00014648624,0.0001281764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002655576,0.0001513799,0.55518556,0.000013340056,0.00003466011,0.000018246204,0.0044497643,0.43367422,0.00012493126,0.000003151488,0.000021449767,0.006296753],"study_design_scores_gemma":[0.0005459477,0.000071148985,0.97657955,0.0000810004,0.000033203163,8.6695366e-7,0.0009392108,0.017080868,0.00014113939,0.000055068198,0.004060907,0.00041110488],"about_ca_topic_score_codex":0.39344692,"about_ca_topic_score_gemma":0.5551051,"teacher_disagreement_score":0.421394,"about_ca_system_score_codex":0.0023775129,"about_ca_system_score_gemma":0.000017599656,"threshold_uncertainty_score":0.9999018},"labels":[],"label_agreement":null},{"id":"W4412984783","doi":"10.54932/vkde1635","title":"Measuring carbon intensity in Quebec at the city level","year":2025,"lang":"en","type":"report","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intensity (physics); Environmental science; Geography; Physics; Optics","score_opus":0.09475083393086983,"score_gpt":0.30255401326788217,"score_spread":0.20780317933701234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412984783","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46564615,0.000053419346,0.0000035832857,0.00023735111,0.00045977975,0.00025916845,0.000014208751,0.000019456611,0.5333069],"genre_scores_gemma":[0.5692622,0.0001971327,0.000020980531,0.00024661675,0.000053594238,0.000019514508,0.000024891528,0.000012859741,0.43016222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976389,0.000068094356,0.0003521692,0.00045723355,0.0010947582,0.00038886614],"domain_scores_gemma":[0.9992821,0.000048681857,0.0001444081,0.0004323063,0.000008150326,0.00008436018],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007347804,0.0002973309,0.00039060912,0.000036476133,0.00017555781,0.00003760886,0.00038094845,0.00027992844,0.0026510179],"category_scores_gemma":[0.00007190089,0.00020427155,0.00014487458,0.00019325265,0.00029128886,0.000090902344,0.0015545852,0.00052516104,0.00011660149],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012548674,0.000097678516,0.9765177,0.00002277101,0.000039686867,0.000021877726,0.00038475485,0.00003825662,0.00045410384,0.0000016589574,0.013856553,0.008552425],"study_design_scores_gemma":[0.00013020355,0.000009482176,0.9658601,0.000065309934,0.00003182745,0.0000045317815,0.00021934551,0.000015317622,0.00060758594,0.00006747009,0.032720227,0.00026854387],"about_ca_topic_score_codex":0.7599614,"about_ca_topic_score_gemma":0.75846225,"teacher_disagreement_score":0.103616044,"about_ca_system_score_codex":0.008115035,"about_ca_system_score_gemma":0.00012428482,"threshold_uncertainty_score":0.9982607},"labels":[],"label_agreement":null},{"id":"W4413113212","doi":"10.1093/etojnl/vgaf201","title":"Development of a multiple linear regression model for chronic nickel toxicity to <i>Ceriodaphnia dubia:</i> performance of bicarbonate vs. pH as toxicity modifying factors","year":2025,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ASL Environmental Sciences (Canada); Windsor Clinical Research; Nautilus Environmental; WSP (Canada)","funders":"","keywords":"Ceriodaphnia dubia; Toxicity; Chronic toxicity; Cladocera; Bicarbonate; Environmental chemistry; Linear regression; Toxicology; Chemistry; Biology; Mathematics; Ecology; Statistics; Acute toxicity; Crustacean; Endocrinology","score_opus":0.013588993387014555,"score_gpt":0.26515650855013817,"score_spread":0.2515675151631236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413113212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99816555,0.00006690894,0.00043635676,0.00005547202,0.00005067689,0.00042906552,0.00006905859,0.000016271455,0.0007106562],"genre_scores_gemma":[0.99433,0.000083553095,0.0038602564,0.00018335979,0.000014376158,0.000073466304,0.000036690577,0.000018408928,0.0013999204],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983678,0.00002340522,0.00048608298,0.0004747548,0.0002547876,0.00039316798],"domain_scores_gemma":[0.99931335,0.000067300825,0.00020777441,0.00023995017,0.000002246609,0.00016934978],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016924534,0.00029990647,0.00041035673,0.000028419237,0.00027892512,0.0000056759163,0.0002714933,0.0002719836,0.00029999172],"category_scores_gemma":[0.000026318008,0.00028127755,0.00009968375,0.000097352924,0.00045823658,0.00010316901,0.00057275925,0.00018568955,0.000008541246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020584755,0.0004001581,0.09724192,0.00012177298,0.00004104602,4.956674e-7,0.000812905,0.0027629666,0.89635473,0.000001599408,0.00003923343,0.002017298],"study_design_scores_gemma":[0.0008863499,0.00016496099,0.062141374,0.000069677706,0.00003109098,0.0000013259366,0.00027555632,0.0183355,0.91751367,0.0000357693,0.0002926332,0.0002520845],"about_ca_topic_score_codex":0.000012942515,"about_ca_topic_score_gemma":0.000017779797,"teacher_disagreement_score":0.035100546,"about_ca_system_score_codex":0.0006124461,"about_ca_system_score_gemma":0.000051044797,"threshold_uncertainty_score":0.99996394},"labels":[],"label_agreement":null},{"id":"W4413198695","doi":"10.3102/ip.25.2186304","title":"Canada and Climate Change Education: Content Analysis of the Ontario K-12 Curricula","year":2025,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Curriculum; Content analysis; Climate change; Content (measure theory); Computer science; Sociology; Pedagogy; Geology; Social science; Mathematics","score_opus":0.021188955819425936,"score_gpt":0.2586510767726018,"score_spread":0.23746212095317587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413198695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9580918,0.00002097306,0.0000027330418,0.00061503897,0.0001282232,0.00012617683,0.000008360426,0.0000020587086,0.041004617],"genre_scores_gemma":[0.99133295,0.00002032176,0.0000424587,0.0020269032,0.000004207991,0.000013140772,0.0000034924244,0.0000013325821,0.0065551684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995157,0.00001908304,0.000106851614,0.000103625964,0.0001506269,0.000104072096],"domain_scores_gemma":[0.99978036,0.000010776877,0.00004410593,0.00012437074,0.0000018161745,0.00003855496],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004744739,0.000058217767,0.00010322642,0.000014421445,0.00009123376,0.000007963292,0.00009663835,0.000017552362,0.0011888298],"category_scores_gemma":[0.0000027969868,0.00003731854,0.000042699117,0.00022472054,0.000083020066,0.000064830456,0.0001781206,0.000039133163,0.0000016113703],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.5033255e-7,0.00004643121,0.9955083,0.0000017123416,0.000049084272,9.629283e-8,0.00022826617,0.000007800531,0.00010654229,0.00024758792,0.0006226503,0.0031805413],"study_design_scores_gemma":[0.000051103936,0.0000042045644,0.9960253,0.00000632268,0.00016657733,1.0508862e-7,0.0003210663,0.000031684795,0.00013396537,0.000028085762,0.003190376,0.000041209387],"about_ca_topic_score_codex":0.99183506,"about_ca_topic_score_gemma":0.9988356,"teacher_disagreement_score":0.034449447,"about_ca_system_score_codex":0.0004863002,"about_ca_system_score_gemma":0.000057296653,"threshold_uncertainty_score":0.9997242},"labels":[],"label_agreement":null},{"id":"W4413243543","doi":"10.4018/979-8-3693-9765-7.ch010","title":"Economic Impact Assessment Through Input-Output Modeling","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dimension (graph theory); Input–output model; Economic analysis; Econometrics; Economic model; Input/output; Computer science; Economics; Mathematical economics; Operations research; Mathematics; Macroeconomics; Classical economics","score_opus":0.024730830861814,"score_gpt":0.3117863908179628,"score_spread":0.2870555599561488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413243543","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029908628,0.000050955805,0.004209542,0.00014562462,0.00039268503,0.00044501567,0.00009062362,0.00009234259,0.99158233],"genre_scores_gemma":[0.10403387,0.000533623,0.0035399683,0.00077143963,0.00016813852,0.00001831538,0.00014324035,0.00007798432,0.8907134],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978079,0.000023400007,0.0005190057,0.000711602,0.00044692864,0.00049117],"domain_scores_gemma":[0.9990331,0.000040350056,0.00019102993,0.00054640655,0.0000029328392,0.00018618247],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016000238,0.00062923157,0.0005817387,0.000048898026,0.00023135499,0.00010009852,0.00047118592,0.00044236652,0.03890994],"category_scores_gemma":[0.0000025887373,0.0005544937,0.00045604914,0.00002178597,0.00018113085,0.00045930606,0.0008064959,0.0005243632,0.0032583594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013922207,0.00059736887,0.027507013,0.0001816676,0.0031273547,0.00017595211,0.001900983,0.33166975,0.000645307,0.17866094,0.3579836,0.09741085],"study_design_scores_gemma":[0.0031098728,0.0010114919,0.0074678217,0.0006268045,0.0010486086,0.00003138813,0.00038163995,0.12137702,0.00015381601,0.36977795,0.48806393,0.0069496376],"about_ca_topic_score_codex":0.0021882183,"about_ca_topic_score_gemma":0.00025829507,"teacher_disagreement_score":0.21029273,"about_ca_system_score_codex":0.0056370646,"about_ca_system_score_gemma":0.00014670046,"threshold_uncertainty_score":0.99969065},"labels":[],"label_agreement":null},{"id":"W4413338817","doi":"10.1080/09640568.2025.2538194","title":"Strategic environmental assessment: its potential adoption and use in corporate strategic planning","year":2025,"lang":"en","type":"article","venue":"Journal of Environmental Planning and Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Strategic environmental assessment; Strategic planning; Business; Strategic management; Process management; Environmental resource management; Environmental planning; Environmental impact assessment; Economics; Marketing; Environmental science; Political science","score_opus":0.03365009798241931,"score_gpt":0.2770546907957504,"score_spread":0.2434045928133311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413338817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936008,0.0007032182,0.0002130948,0.00007775746,0.0001975296,0.00032872643,0.000019984544,0.000011094117,0.004847797],"genre_scores_gemma":[0.9961918,0.001448851,0.0012486968,0.00021827106,0.000032862066,0.000009324141,0.000020002497,0.000020562686,0.00080960174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979167,0.00013021976,0.0006387033,0.00039780774,0.00050547544,0.00041109914],"domain_scores_gemma":[0.9991298,0.00004241411,0.00049013516,0.00014556228,0.000001092271,0.00019104357],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046398942,0.0003365044,0.00036458005,0.00021505661,0.0002299406,0.00017139119,0.00018948478,0.0001239731,0.00021254359],"category_scores_gemma":[0.0000021521735,0.00032252158,0.00007788972,0.00012888807,0.00026376694,0.00086120446,0.00040621983,0.00040628872,0.000012861131],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021553558,0.00074316544,0.95127004,0.0000739903,0.00020990928,0.00095570454,0.00041858383,0.014151404,0.028253987,0.0006671972,0.00015121882,0.0028892846],"study_design_scores_gemma":[0.0019220335,0.00029213238,0.98749703,0.00019937004,0.00013154841,0.00006917247,0.0055166315,0.0017495214,0.000104286904,0.0019508732,0.00025143128,0.00031598075],"about_ca_topic_score_codex":0.00001553596,"about_ca_topic_score_gemma":0.000003727334,"teacher_disagreement_score":0.036227,"about_ca_system_score_codex":0.00049371837,"about_ca_system_score_gemma":0.000008235805,"threshold_uncertainty_score":0.9999227},"labels":[],"label_agreement":null},{"id":"W4413417420","doi":"10.29173/mlj1422","title":"Aligning Manitoba's Sustainable Development Legislation with the 2030 Agenda","year":2025,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Legislation; Sustainable development; Environmental planning; Business; Political science; Geography; Law","score_opus":0.011283172040321815,"score_gpt":0.2403534748144158,"score_spread":0.229070302774094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413417420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8654868,0.000063221814,0.002271611,0.0011834695,0.00018356399,0.00026858985,6.2376466e-7,0.000026927511,0.13051519],"genre_scores_gemma":[0.9951016,0.000012516196,0.0010580514,0.0013243292,0.00009806183,0.000015509537,0.0000030922647,0.000014047957,0.002372796],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860114,0.000093244256,0.00021458938,0.00017646023,0.0004633846,0.00045119124],"domain_scores_gemma":[0.999599,0.00003222356,0.00012658647,0.00014783384,0.000011552874,0.000082848834],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00045601625,0.00017006641,0.00012292853,0.000029146946,0.0020357617,0.00029858548,0.0003194382,0.000050693445,0.00040139997],"category_scores_gemma":[0.0000058950072,0.0001097185,0.00004651043,0.0002034433,0.00020867425,0.000510088,0.0002381448,0.00028989537,0.00015058882],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027316026,0.0009069066,0.61415863,0.00005670616,0.0007520724,0.0011618964,0.011697745,0.0058491067,0.0056200093,0.01644661,0.08110513,0.261972],"study_design_scores_gemma":[0.0009593263,0.000119492885,0.4281129,0.00005761861,0.00007688509,0.00008150158,0.08527562,0.000052846368,0.0033883243,0.0020819814,0.47938746,0.00040602736],"about_ca_topic_score_codex":0.005781143,"about_ca_topic_score_gemma":0.04655501,"teacher_disagreement_score":0.39828235,"about_ca_system_score_codex":0.001005616,"about_ca_system_score_gemma":0.000033551823,"threshold_uncertainty_score":0.99926347},"labels":[],"label_agreement":null},{"id":"W4413472290","doi":"10.1007/s00267-025-02263-6","title":"Planning Transitions: SEAs, Climate Change, and Energy Transitions in the Ocean","year":2025,"lang":"en","type":"article","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Memorial University of Newfoundland","funders":"Ocean Nexus Center, EarthLab, University of Washington","keywords":"Climate change; Nature Conservation; Environmental science; Forest management; Energy transition; Oceanography; Climatology; Geography; Geology; Ecology; Agroforestry; Biology","score_opus":0.012468438438065213,"score_gpt":0.2451607302113132,"score_spread":0.232692291773248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413472290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87738734,0.0006392182,0.00083064975,0.0058653043,0.00016841543,0.0008370345,0.000076263685,0.000058428566,0.11413733],"genre_scores_gemma":[0.9941234,0.0007599393,0.00024610414,0.004028952,0.00002254504,0.00014305188,0.000049334623,0.000013105179,0.00061356695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862796,0.00011466508,0.00021996468,0.00035424955,0.00030068622,0.0003824453],"domain_scores_gemma":[0.9996593,0.0000188847,0.000037017635,0.00022304407,1.8157576e-7,0.000061553255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021834591,0.0002054869,0.00013942557,0.00007074622,0.00035684623,0.000050447932,0.00022519966,0.000054405537,0.00038916097],"category_scores_gemma":[6.227152e-7,0.00017615363,0.000059622216,0.00020090422,0.00025296552,0.000301398,0.00020058748,0.00012883838,0.000049667924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016839895,0.0038165743,0.7198599,0.00016873806,0.0002739678,0.000550416,0.026650518,0.0022763566,0.0023472977,0.02770604,0.006144026,0.21003778],"study_design_scores_gemma":[0.00081919343,0.00006281236,0.9680944,0.00006786173,0.000080530765,0.0000058984583,0.010064051,0.00040792118,0.00003848365,0.0019009758,0.018191066,0.00026679647],"about_ca_topic_score_codex":0.00006688742,"about_ca_topic_score_gemma":0.000039745308,"teacher_disagreement_score":0.24823453,"about_ca_system_score_codex":0.00023415366,"about_ca_system_score_gemma":8.689357e-7,"threshold_uncertainty_score":0.71833366},"labels":[],"label_agreement":null},{"id":"W4413555356","doi":"10.64628/aam.ud35c9jps","title":"Rolling back Canadian environmental regulations during coronavirus is short-sighted","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Windsor; Trent University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Business; Virology; Medicine; Internal medicine","score_opus":0.041258090762864394,"score_gpt":0.2789339291763576,"score_spread":0.2376758384134932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413555356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9282087,0.000060466045,0.00013159984,0.0013207231,0.0003575111,0.00081178563,0.00053906,0.00008963871,0.06848054],"genre_scores_gemma":[0.9890549,0.00016514208,0.0015187373,0.0014148254,0.000168057,0.0000439153,0.00044761016,0.000085916356,0.0071008876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99690676,0.000083580206,0.00051401724,0.0010180649,0.0007031944,0.00077438407],"domain_scores_gemma":[0.99819535,0.000020536947,0.00012976963,0.0005865327,0.0000015867095,0.0010661966],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009433251,0.0005748209,0.00044399715,0.00006721147,0.00053208915,0.00014623818,0.0006257457,0.0004703708,0.064969495],"category_scores_gemma":[0.0000058552264,0.00061079965,0.00027037447,0.00013536311,0.00028909944,0.00028802565,0.0015403746,0.00076865434,0.007066041],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048961596,0.0003579854,0.9139713,0.00007066091,0.00037575775,0.00016900989,0.004929119,0.008812838,0.056423787,0.000041358733,0.009376314,0.005422923],"study_design_scores_gemma":[0.00041721633,0.000046617566,0.97701645,0.00004406356,0.000111243455,0.000009364538,0.00047298064,0.0032752547,0.0058266483,0.0012030121,0.01032891,0.0012482345],"about_ca_topic_score_codex":0.079746194,"about_ca_topic_score_gemma":0.03293455,"teacher_disagreement_score":0.063045174,"about_ca_system_score_codex":0.0028438366,"about_ca_system_score_gemma":0.000062912106,"threshold_uncertainty_score":0.9996343},"labels":[],"label_agreement":null},{"id":"W4413834720","doi":"10.3389/fmars.2025.1667924","title":"Operationalizing strategic environmental assessment under the BBNJ Agreement: legal frameworks, national practices, and implementation pathways","year":2025,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Central Public-interest Scientific Institution Basal Research Fund, Chinese Academy of Fishery Sciences","keywords":"Operationalization; Strategic environmental assessment; Environmental resource management; Process management; Environmental planning; Political science; Business; Environmental impact assessment; Environmental science; Law; Epistemology","score_opus":0.017167609714143228,"score_gpt":0.32773919446827826,"score_spread":0.31057158475413504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413834720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9579098,0.000036123613,0.0021548818,0.0024628425,0.0005257755,0.0005177186,0.000014847979,0.000014019202,0.036363963],"genre_scores_gemma":[0.9786077,0.0001215635,0.018659966,0.0018963368,0.00003207517,0.00005938945,0.000032627995,0.0000065288937,0.00058382587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770063,0.000109906985,0.00030283123,0.0004929075,0.0010090919,0.0003846356],"domain_scores_gemma":[0.99946874,0.00005854441,0.00019871537,0.00018229161,0.000006005917,0.000085686464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013058495,0.00017681932,0.0001314823,0.000103480204,0.0007615597,0.000311519,0.00043987622,0.00006308851,0.0008912687],"category_scores_gemma":[0.000026119465,0.00014500844,0.000030264744,0.0005356353,0.0009648153,0.0016073724,0.00089813245,0.00039403932,0.0000151943605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000108257655,0.00018263307,0.9483512,0.0000051415072,0.000020993428,0.0000040643404,0.000231354,0.0013946573,0.008256041,0.02723815,0.0011384902,0.013166447],"study_design_scores_gemma":[0.00049074186,0.000038754115,0.9560459,0.00000922049,0.000014370175,0.0000041073295,0.007801651,0.0032933909,0.0003625424,0.030125488,0.0016283261,0.00018548509],"about_ca_topic_score_codex":0.0003879078,"about_ca_topic_score_gemma":0.00013230646,"teacher_disagreement_score":0.035780136,"about_ca_system_score_codex":0.0014624982,"about_ca_system_score_gemma":0.00016919833,"threshold_uncertainty_score":0.9758767},"labels":[],"label_agreement":null},{"id":"W4414426544","doi":"10.1039/d5su90041g","title":"Stockholm Declaration on Chemistry for the Future","year":2025,"lang":"en","type":"article","venue":"RSC Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Declaration; Join (topology); Legislation; Government (linguistics)","score_opus":0.006763614382785701,"score_gpt":0.28494395849130516,"score_spread":0.27818034410851944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414426544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97512543,0.00004791677,0.002951604,0.008816902,0.00019457813,0.0010277646,0.000009252489,0.000033205008,0.011793359],"genre_scores_gemma":[0.9927292,0.0000075053645,0.000065382126,0.0006478368,0.00008694788,0.00015130054,0.000007096728,0.000004980421,0.0062997784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992627,0.00003448073,0.00011527887,0.00022160988,0.00015674961,0.00020918754],"domain_scores_gemma":[0.9994889,0.00013506881,0.000034158908,0.00029312127,0.000009190792,0.000039564682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002896477,0.00010027601,0.00008022223,0.0000047856897,0.0003836882,0.00002992581,0.00018617629,0.00007753032,0.0004439365],"category_scores_gemma":[0.000108965505,0.0000696993,0.00007585078,0.00012573092,0.00016385714,0.00009200356,0.00010268901,0.00011259901,0.000014152987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058197975,0.0016544969,0.651269,0.00038223917,0.000121086305,0.0000041411586,0.0020207395,0.006535062,0.007337064,0.0046355403,0.050127387,0.27533126],"study_design_scores_gemma":[0.0005288361,0.00007556338,0.80637807,0.000004582658,0.00003420595,3.0426628e-7,0.0053166226,0.0006410267,0.0045711747,0.032602154,0.14967224,0.00017521388],"about_ca_topic_score_codex":0.000069727044,"about_ca_topic_score_gemma":0.000025124646,"teacher_disagreement_score":0.27515605,"about_ca_system_score_codex":0.0011546934,"about_ca_system_score_gemma":0.00003262362,"threshold_uncertainty_score":0.48607934},"labels":[],"label_agreement":null},{"id":"W4414449379","doi":"10.1007/s00267-025-02281-4","title":"Forum: cumulative effects assessment state-of-the-art","year":2025,"lang":"en","type":"editorial","venue":"Environmental Management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Cumulative effects; Indigenous; Renewable energy; Core (optical fiber); Corporate governance; Nature Conservation; Forest management","score_opus":0.0029101140486870207,"score_gpt":0.25579603497715275,"score_spread":0.25288592092846574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414449379","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014218817,0.00027587128,0.00119238,0.0003868284,0.75107145,0.005902081,0.0009091383,0.0001270932,0.22591637],"genre_scores_gemma":[0.20686531,0.0036430813,0.008138942,0.0018051022,0.078565486,0.0019196223,0.002343203,0.0005677681,0.6961515],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99432254,0.00031697107,0.00081419235,0.0010395685,0.0026963109,0.00081039825],"domain_scores_gemma":[0.9976522,0.0003317561,0.00066353724,0.0011652401,0.0000026987557,0.00018460215],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036533937,0.0008270236,0.00074673694,0.000094626615,0.00039949367,0.00006243998,0.0013741326,0.00038758182,0.001572656],"category_scores_gemma":[0.000028070997,0.0006920467,0.00051617686,0.00030674128,0.00073079666,0.00028828438,0.004156895,0.00092673517,0.0007695134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027467227,0.00070792274,0.009583917,0.0002216274,0.00040175565,0.000024371297,0.00012273916,0.00045360764,0.0002795741,0.00003897872,0.97161496,0.016523061],"study_design_scores_gemma":[0.0012220007,0.00019515479,0.07558021,0.00029920295,0.00040292155,3.7057018e-7,0.00012021691,0.00006623857,0.0006679191,0.001776858,0.9189294,0.0007394939],"about_ca_topic_score_codex":0.00012227184,"about_ca_topic_score_gemma":0.00005406106,"teacher_disagreement_score":0.6725059,"about_ca_system_score_codex":0.0029518611,"about_ca_system_score_gemma":0.00003126768,"threshold_uncertainty_score":0.9995531},"labels":[],"label_agreement":null},{"id":"W4414667238","doi":"10.1163/9789004322714_cclc_2022-0047-0173","title":"Canadian Environmental Groups Call For Ambitious Global And National Action To Save Nature Before Its Too Late","year":2025,"lang":"en","type":"dataset","venue":"Climate Change and Law Collection","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Government (linguistics); Work (physics); Agency (philosophy); Context (archaeology)","score_opus":0.01904046385372274,"score_gpt":0.29003914720778023,"score_spread":0.2709986833540575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414667238","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0387112,0.00013008504,0.0000016521334,0.0011008234,0.00064435095,0.0013376512,0.9567318,0.000018270937,0.0013241523],"genre_scores_gemma":[0.0640135,0.0021431656,0.000054806955,0.010307042,0.00050278293,0.0006475691,0.9203906,0.000021788966,0.0019187224],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985904,0.00003679947,0.00017939668,0.00048580606,0.0002844677,0.00042312007],"domain_scores_gemma":[0.9994783,0.000020012401,0.000085915366,0.00010499822,0.000005904712,0.00030489554],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012522988,0.0002879142,0.00023047677,0.00006865317,0.00092483935,0.000107283064,0.000099993595,0.0005306481,0.00021394018],"category_scores_gemma":[0.00001153287,0.00030416227,0.0000586104,0.00017470725,0.00009002382,0.00027844158,0.00019051672,0.00024199398,0.00002356938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051425755,0.000079542864,0.0011442107,0.00009753742,0.00003856976,0.0000067746178,0.00018030187,0.0000038123628,0.00007533644,0.00011000605,0.99697495,0.0012375218],"study_design_scores_gemma":[0.00052019465,0.00033104865,0.025579002,0.000053150907,0.00009595755,0.000016991995,0.00010073183,0.000073435534,0.000023824789,0.00045229937,0.9723865,0.00036686467],"about_ca_topic_score_codex":0.049091652,"about_ca_topic_score_gemma":0.53113174,"teacher_disagreement_score":0.48204008,"about_ca_system_score_codex":0.0028671476,"about_ca_system_score_gemma":0.00002481186,"threshold_uncertainty_score":0.99994105},"labels":[],"label_agreement":null},{"id":"W4414735876","doi":"10.1111/capa.70029","title":"The Limitations and Transformative Potential of Indigenous‐Led Environmental Impact Assessments in Canada","year":2025,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Transformative learning; Indigenous; Corporate governance; Value (mathematics); Traditional knowledge; Environmental governance","score_opus":0.009247033366472309,"score_gpt":0.2576218904858137,"score_spread":0.24837485711934137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414735876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936989,0.00002739274,0.00008341835,0.0019599143,0.00007670193,0.00032361635,0.00011408547,0.0000024728513,0.0037134765],"genre_scores_gemma":[0.9994197,0.00008280636,0.000038028982,0.00015498245,0.000004827213,0.000024944768,0.00007446046,0.000004951289,0.00019531579],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902,0.00007050692,0.00025420534,0.0001371013,0.00020687675,0.0003113544],"domain_scores_gemma":[0.9995401,0.000055319408,0.000072847404,0.000107402,0.0000025955185,0.00022172854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013243557,0.0001108046,0.00010465263,0.000057001856,0.00034563936,0.000056935787,0.00014334207,0.000049117923,0.00014898265],"category_scores_gemma":[0.000016108499,0.00009422558,0.000028552218,0.00018743688,0.00016424862,0.0003441097,0.000023687662,0.00011409391,0.0000035861574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002268153,0.00008320336,0.94164646,0.0000049866044,0.00006043684,0.000013150028,0.00051956286,0.00005756205,0.0011091159,0.00079206866,0.00047092017,0.055219848],"study_design_scores_gemma":[0.00028053008,0.00007444198,0.99377805,0.0000041417566,0.000010075866,0.0000026469793,0.0023311153,0.00045203106,0.00017797721,0.000285166,0.0025090678,0.000094734416],"about_ca_topic_score_codex":0.7624374,"about_ca_topic_score_gemma":0.9982269,"teacher_disagreement_score":0.2357895,"about_ca_system_score_codex":0.0029986333,"about_ca_system_score_gemma":0.0018784564,"threshold_uncertainty_score":0.7841322},"labels":[],"label_agreement":null},{"id":"W4415104237","doi":"10.1007/s11367-025-02551-7","title":"Contextual LCIA without the overhead: an exchange-based framework for flexible impact assessment","year":2025,"lang":"en","type":"article","venue":"The International Journal of Life Cycle Assessment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Operationalization; Context (archaeology); Product (mathematics); Process (computing); Impact assessment; Emulation; Toolbox; Spatial contextual awareness","score_opus":0.025210986024828855,"score_gpt":0.40478637867541506,"score_spread":0.3795753926505862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415104237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8489696,0.000082126746,0.12849508,0.014002445,0.0015726227,0.00063768873,0.00005280253,0.000026689779,0.0061609824],"genre_scores_gemma":[0.984433,0.00004344713,0.008914087,0.0056882557,0.0004493804,0.00005371961,0.000014229361,0.00002266668,0.00038119548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99726623,0.00024793216,0.0006314917,0.00022207487,0.0012890563,0.0003432095],"domain_scores_gemma":[0.99812746,0.0006327944,0.00062657817,0.00034635596,0.00007901973,0.00018777768],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016187179,0.0002501483,0.00031677698,0.00007441995,0.00038435753,0.0002895091,0.0015166653,0.00009190094,0.0012326854],"category_scores_gemma":[0.00012141613,0.00014138088,0.00033520075,0.00016231173,0.00027698913,0.00051157083,0.00028164897,0.00047639443,0.0000132187315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001394394,0.0031492289,0.8308146,0.000026998394,0.0022392175,0.000023757577,0.0018008978,0.06719962,0.005803445,0.021263976,0.023386385,0.042897463],"study_design_scores_gemma":[0.0026544994,0.0007975614,0.9397661,0.00013320269,0.00016616276,0.000012823235,0.0020532229,0.015167731,0.0005252657,0.03033757,0.008093919,0.0002919161],"about_ca_topic_score_codex":0.0002884226,"about_ca_topic_score_gemma":0.000067151675,"teacher_disagreement_score":0.13546346,"about_ca_system_score_codex":0.0014742856,"about_ca_system_score_gemma":0.0003760029,"threshold_uncertainty_score":0.99968034},"labels":[],"label_agreement":null},{"id":"W4415350566","doi":"10.15273/pnsis.v54i1.12676","title":"Consideration of climate change in Nova Scotian environmental assessments: A critical review and recommendations for improvement","year":2025,"lang":"","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Climate change; Carbon accounting; Enforcement; Climate change mitigation; Renewable energy; Global warming; Environmental impact assessment","score_opus":0.052303647222383745,"score_gpt":0.3701436380206543,"score_spread":0.3178399907982706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415350566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96104664,0.002246869,0.00015674584,0.018445937,0.005858166,0.006419643,0.00072829414,0.000012661827,0.005085025],"genre_scores_gemma":[0.9874271,0.0058061974,0.0054412037,0.001135917,0.000021559892,0.00006463955,0.0000039005363,0.000012655211,0.000086839165],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99657214,0.000016426282,0.0012846624,0.00071814086,0.0007821445,0.0006264895],"domain_scores_gemma":[0.99865663,0.00006817003,0.00080637366,0.00024886732,0.00006848025,0.00015145587],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001767841,0.00033765426,0.00066738785,0.00024424726,0.0004843409,0.000080270795,0.0008872836,0.000117198426,0.00030047804],"category_scores_gemma":[0.00033071623,0.0003001271,0.00014720517,0.0012305635,0.007919821,0.0026388385,0.0012710592,0.00024504348,0.0000025991767],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014087524,0.0034395994,0.27208063,0.012222627,0.00012704066,6.4619627e-7,0.0035315373,0.000018274162,0.5808077,0.022436721,0.0011011693,0.10409321],"study_design_scores_gemma":[0.0041548302,0.001966186,0.6816692,0.02507031,0.0012367199,0.000015349331,0.006204804,0.0017148763,0.2694747,0.0057220445,0.0014930692,0.0012779596],"about_ca_topic_score_codex":0.00054120005,"about_ca_topic_score_gemma":0.00016282518,"teacher_disagreement_score":0.40958855,"about_ca_system_score_codex":0.0006434079,"about_ca_system_score_gemma":0.00013981543,"threshold_uncertainty_score":0.9999451},"labels":[],"label_agreement":null},{"id":"W4415479495","doi":"10.1016/j.ssaho.2025.102137","title":"Adapting a framework for environmental scanning in health projects: experiences from Ontario Health Teams","year":2025,"lang":"en","type":"article","venue":"Social Sciences & Humanities Open","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Impact; Laurentian University; University of Toronto","funders":"","keywords":"Flexibility (engineering); Public health; Needs assessment; Health care; Adaptation (eye); Public policy; Health policy","score_opus":0.07552501377287577,"score_gpt":0.3791324920196897,"score_spread":0.3036074782468139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415479495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9506602,0.00020298976,0.00043081443,0.0017714316,0.00042118895,0.001879136,0.000044501627,0.00003415413,0.04455553],"genre_scores_gemma":[0.9816178,0.00002722917,0.008295563,0.0052713645,0.00010005007,0.00048104816,0.00002620713,0.000014542385,0.0041661635],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99714947,0.00021682681,0.00055959105,0.0006773845,0.00053431955,0.00086238753],"domain_scores_gemma":[0.9992707,0.00016085121,0.00033484685,0.00014207471,0.0000017603498,0.00008979802],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013203823,0.00025153058,0.0004396697,0.00006744345,0.0032324495,0.000521396,0.0012218343,0.00009375935,0.001853949],"category_scores_gemma":[0.000033241962,0.00024594952,0.0000896719,0.00032617283,0.0012573493,0.0010470151,0.0009810514,0.00027217536,0.000022805501],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005972906,0.00046569426,0.45161483,0.000024495348,0.000031360876,0.0000020390346,0.5038855,0.000100656274,0.00009254856,0.008717058,0.0029369637,0.032069102],"study_design_scores_gemma":[0.00081427477,0.00053341826,0.24190097,0.0002898716,0.0000072483313,3.862808e-7,0.70337486,0.000115218696,0.000050876373,0.026796242,0.025600038,0.0005165682],"about_ca_topic_score_codex":0.38866088,"about_ca_topic_score_gemma":0.26092714,"teacher_disagreement_score":0.20971386,"about_ca_system_score_codex":0.0048167277,"about_ca_system_score_gemma":0.0005712562,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W4415746584","doi":"10.1159/000549297","title":"Assessing the Impact of Health Research in Saudi Arabia: A Cross-Sectional Survey of Researchers’ Perceptions of Importance and Implementation Barriers","year":2025,"lang":"en","type":"article","venue":"Saudi Journal of Health Systems Research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Respondent; Perception; Transparency (behavior); Descriptive statistics; IBM; Sustainability; Health care; Impact assessment; Health impact assessment","score_opus":0.3013963853182516,"score_gpt":0.5993780537439931,"score_spread":0.29798166842574153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415746584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954911,0.0023656506,0.00008516453,0.00069863553,0.00010244361,0.0008832615,0.00007167634,0.0000015973159,0.00030050936],"genre_scores_gemma":[0.99828446,0.0014951729,0.00006750791,0.000013857689,0.00002392701,0.000017676617,0.000008651569,0.00001264746,0.00007607933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98384464,0.009940978,0.0022966848,0.00028733388,0.002724601,0.00090573804],"domain_scores_gemma":[0.9963333,0.0015750428,0.0011003062,0.00029950234,0.00039303853,0.0002988334],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07749533,0.00013313994,0.0006387771,0.0006231126,0.00075916696,0.00010252763,0.0004917798,0.00010517363,0.00024553377],"category_scores_gemma":[0.000916331,0.000096479336,0.00011802379,0.0020911,0.0015475575,0.0005511004,0.00031636708,0.0011721369,0.0000020293112],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008412619,0.00014778436,0.99079955,0.0003833554,0.000053000862,0.0000016982171,0.0020055922,0.0006006567,0.0024142405,0.000025227433,0.0008844,0.0026003737],"study_design_scores_gemma":[0.0007040057,0.0007919229,0.9808834,0.00036394421,0.0000012419997,0.000010235024,0.016679456,0.00013443097,0.000036983405,0.00033066046,0.000013832603,0.000049864353],"about_ca_topic_score_codex":0.100973986,"about_ca_topic_score_gemma":0.0031599416,"teacher_disagreement_score":0.09781404,"about_ca_system_score_codex":0.0032267803,"about_ca_system_score_gemma":0.0024562606,"threshold_uncertainty_score":0.94991267},"labels":[],"label_agreement":null},{"id":"W4415802036","doi":"10.1139/facets-2025-0114","title":"Unearthing trends in environmental impact assessments for mines and quarries across Canada","year":2025,"lang":"en","type":"article","venue":"FACETS","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Winnipeg; Dalhousie University","funders":"","keywords":"Environmental impact assessment; Impact assessment; Key (lock); Production (economics); Data sharing; Information sharing","score_opus":0.009789205806468514,"score_gpt":0.3411840221708143,"score_spread":0.33139481636434576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415802036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99758965,0.000070528564,0.000055986995,0.00026991582,0.00014960686,0.00019646494,0.0001972884,0.000010814621,0.0014597446],"genre_scores_gemma":[0.9960143,0.000017148988,0.0002676684,0.00028504222,0.000012419559,0.00003472255,0.00005487662,0.000011137602,0.0033027073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881077,0.00003585961,0.00020189423,0.00029746987,0.00022083208,0.00043317824],"domain_scores_gemma":[0.99965507,0.0000547259,0.000053305957,0.00013227401,7.021265e-7,0.00010394022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014656743,0.00018802832,0.00019930482,0.000022550266,0.00022283399,0.000054826574,0.00013246121,0.00006871376,0.00042273366],"category_scores_gemma":[0.000010271736,0.00017267268,0.000050149807,0.00014065554,0.00014097603,0.00026882574,0.00019420013,0.00008805612,0.0000047200124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023127186,0.00006997709,0.96168137,0.0000057059683,0.000022333188,0.00000380008,0.00056891376,0.00020247577,0.0042081075,0.0000045087518,0.0022869848,0.030922677],"study_design_scores_gemma":[0.0007309723,0.000062367835,0.99066126,0.000011980991,0.000008360598,0.0000012691806,0.0011376386,0.0004623162,0.00083986664,0.00009855274,0.0058092168,0.00017621224],"about_ca_topic_score_codex":0.2050017,"about_ca_topic_score_gemma":0.48357126,"teacher_disagreement_score":0.27856958,"about_ca_system_score_codex":0.00082374364,"about_ca_system_score_gemma":0.000021522392,"threshold_uncertainty_score":0.80029225},"labels":[],"label_agreement":null},{"id":"W4415958891","doi":"10.14419/zws03260","title":"Studying The Health Implications of Metro Rail Or Highway Construction on Local Communities","year":2025,"lang":"en","type":"article","venue":"International Journal of Basic and Applied Sciences","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Plan (archaeology); Process (computing); Chronic bronchitis; Public transport; Community health; Noise pollution; Standard of living","score_opus":0.03583651091937085,"score_gpt":0.33621401690795777,"score_spread":0.3003775059885869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415958891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786383,0.00003430386,0.0034914254,0.005759359,0.00023076762,0.0000748098,0.000005858775,0.000002714429,0.011762452],"genre_scores_gemma":[0.99812675,0.00008760207,0.0006689155,0.0010306499,0.000023310873,0.0000023321218,4.9716675e-7,0.0000012476772,0.000058723654],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992422,0.000042934982,0.00023495601,0.000057954832,0.0003443833,0.000077607794],"domain_scores_gemma":[0.9994975,0.00017931344,0.00023420551,0.0000487041,0.000010472071,0.000029826737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051915547,0.000052202588,0.000100992766,0.000053676293,0.00029338666,0.000039079383,0.00035287286,0.000013797063,0.000115120034],"category_scores_gemma":[0.00000880151,0.000029589755,0.00002762354,0.00014171435,0.0010992846,0.00011485569,0.00010517974,0.00009532311,0.0000019111735],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028142883,0.00053525384,0.34197822,0.00001142701,0.00021486929,0.0000013597456,0.005619953,0.0038090558,0.004140836,0.09669716,0.0027382888,0.54397213],"study_design_scores_gemma":[0.0012190716,0.000732196,0.88026446,0.00013766147,0.000032880034,0.00003378201,0.085582614,0.00024407363,0.0045352895,0.023438817,0.0036193563,0.00015980481],"about_ca_topic_score_codex":0.00013638719,"about_ca_topic_score_gemma":0.00009991657,"teacher_disagreement_score":0.54381233,"about_ca_system_score_codex":0.00012889177,"about_ca_system_score_gemma":0.000045250385,"threshold_uncertainty_score":0.405036},"labels":[],"label_agreement":null},{"id":"W4416257395","doi":"10.51878/community.v5i2.7524","title":"PENDAMPINGAN PENGINPUTAN DATA KLHS KE DALAM INTEGRASI RPJMD KABUPATEN SBB TAHUN 2025-2029","year":2025,"lang":"","type":"article","venue":"COMMUNITY Jurnal Pengabdian Kepada Masyarakat","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Sustainable development; Government (linguistics); Data collection; Regional development; Strategic planning; Corporate governance; Local government; Empowerment","score_opus":0.06221806875905194,"score_gpt":0.3374253989126604,"score_spread":0.27520733015360843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416257395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8558775,0.0018759265,0.0006118158,0.0048083384,0.0036256278,0.001917375,0.0014277686,0.00024896086,0.12960665],"genre_scores_gemma":[0.9744979,0.0030305418,0.00091817195,0.0018756975,0.00034233686,0.00004307256,0.0009817277,0.00017609133,0.018134447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9877225,0.0040179575,0.0020852452,0.0017011312,0.0018974243,0.0025757058],"domain_scores_gemma":[0.98967385,0.0010886524,0.0008793176,0.006788974,0.00006445451,0.0015047388],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.0046738265,0.0018086073,0.0017650209,0.0004709644,0.006533228,0.0014582362,0.011201922,0.00089923525,0.011320776],"category_scores_gemma":[0.0006293671,0.0019302974,0.00064851495,0.0019046224,0.002682235,0.0035011775,0.014808578,0.008506757,0.0022011253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058946485,0.0071979505,0.72436166,0.0007981362,0.0017012393,0.0005667046,0.011824998,0.00068593724,0.0130352015,0.0010376914,0.0348645,0.2033365],"study_design_scores_gemma":[0.0031338632,0.00074594986,0.871339,0.001360129,0.0008478993,0.000092790106,0.020819703,0.0045525203,0.0014589592,0.0028447704,0.09016572,0.0026386757],"about_ca_topic_score_codex":0.010200942,"about_ca_topic_score_gemma":0.008421974,"teacher_disagreement_score":0.20069782,"about_ca_system_score_codex":0.0032553568,"about_ca_system_score_gemma":0.00059568445,"threshold_uncertainty_score":0.99957836},"labels":[],"label_agreement":null},{"id":"W4416290317","doi":"10.29173/alr2819","title":"Environmental Contracting, Gender Assessment, and Indigenous Women in Canada: A Methodology for Benefit Agreements","year":2025,"lang":"","type":"article","venue":"Alberta Law Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Scholarship; Bridge (graph theory); Data collection; Resource (disambiguation); Focus group","score_opus":0.0400738581340062,"score_gpt":0.3398941849172541,"score_spread":0.2998203267832479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416290317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9151759,0.052455693,0.000082493025,0.0012626606,0.0008156878,0.006067198,0.00034812166,0.000008617058,0.023783602],"genre_scores_gemma":[0.91040796,0.072869964,0.0007689928,0.012764441,0.00003218811,0.0007036953,0.000052321808,0.000046883444,0.0023535464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99484974,0.00050338666,0.0012900434,0.0010968546,0.0005273467,0.0017326556],"domain_scores_gemma":[0.9972411,0.0011841481,0.0005389765,0.0005440287,0.0000048201973,0.00048695414],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00163898,0.00068809855,0.0014940591,0.00005368514,0.00054297876,0.00006650637,0.0005471073,0.00022140329,0.0037604838],"category_scores_gemma":[0.00008590488,0.0007024078,0.00017708952,0.00026685646,0.00040343867,0.00044126448,0.00063913513,0.00048024365,0.000038686445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008000014,0.0009417289,0.84851897,0.0032863086,0.0008505665,0.000035278776,0.0029297282,0.00003172054,0.000931134,0.0042493655,0.0006190276,0.13752614],"study_design_scores_gemma":[0.0027755362,0.0002632788,0.896283,0.0015662789,0.0005772734,0.00001747388,0.001966573,0.000093748924,0.0000975325,0.002513036,0.09281062,0.0010356598],"about_ca_topic_score_codex":0.8805734,"about_ca_topic_score_gemma":0.9146598,"teacher_disagreement_score":0.13649048,"about_ca_system_score_codex":0.010643722,"about_ca_system_score_gemma":0.0005855693,"threshold_uncertainty_score":0.9995427},"labels":[],"label_agreement":null},{"id":"W4416290399","doi":"10.29173/alr2807","title":"From \"Guideline Order\" to \"Impact Assessment\": The Evolution of Federal Environmental Assessment Legislation in Canada","year":2025,"lang":"","type":"article","venue":"Alberta Law Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Supreme court; Environmental impact assessment; Environmental law; Resource (disambiguation); National Environmental Policy Act; Natural resource; Order (exchange)","score_opus":0.008337911264735947,"score_gpt":0.30938680656615175,"score_spread":0.3010488953014158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416290399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81189936,0.031069316,0.002393855,0.029228004,0.0021971527,0.008987663,0.0010503618,0.000018299173,0.11315596],"genre_scores_gemma":[0.9837932,0.007517848,0.0007983855,0.0064630653,0.00007530488,0.00012153805,0.00023754065,0.00003696338,0.00095617265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99416023,0.00074586744,0.0020458186,0.00089532667,0.0013059585,0.0008467731],"domain_scores_gemma":[0.9975431,0.00046419314,0.0006640777,0.0010024833,0.000019733036,0.00030643356],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00092818134,0.0006865736,0.0011484897,0.000055802044,0.00045253054,0.00009457287,0.0009354072,0.000153524,0.010033862],"category_scores_gemma":[0.00008440163,0.0005406049,0.00027520204,0.0011875416,0.00033114039,0.0006450565,0.0007837233,0.0005901674,0.000112110916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005017023,0.0010971637,0.9299261,0.00036743737,0.00049535494,0.000012565403,0.00047176323,0.0049550724,0.003081852,0.003051698,0.015968507,0.040522322],"study_design_scores_gemma":[0.00094644877,0.0001844922,0.9415033,0.0027099932,0.00036462018,0.0000021098042,0.00092933653,0.0027211725,0.00008225504,0.00061183854,0.049284764,0.00065968616],"about_ca_topic_score_codex":0.9947652,"about_ca_topic_score_gemma":0.98048663,"teacher_disagreement_score":0.17189379,"about_ca_system_score_codex":0.020923628,"about_ca_system_score_gemma":0.0020069974,"threshold_uncertainty_score":0.99970454},"labels":[],"label_agreement":null},{"id":"W4416926384","doi":"10.36939/cjur/vol30no2/art284","title":"Having your say: A comparative review of public input practices for development approvals in British Columbia","year":2022,"lang":"","type":"article","venue":"Canadian journal of urban research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Victoria; Government of British Columbia","funders":"","keywords":"Government (linguistics); Local government; Public participation; Public engagement; Comparative case; Set (abstract data type); Best practice; Public consultation","score_opus":0.2670202587919986,"score_gpt":0.4234200460233783,"score_spread":0.1563997872313797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416926384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95436525,0.038628608,0.00001623744,0.0020927882,0.00031826706,0.0019855618,0.00029268154,0.0000015047947,0.0022990706],"genre_scores_gemma":[0.99208057,0.0032592497,0.0009044935,0.00033561751,0.00007634109,0.00012260504,0.00001661127,0.00002948037,0.003175026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99277776,0.0021649692,0.001403631,0.00039774465,0.001991696,0.0012642011],"domain_scores_gemma":[0.99619794,0.0004942232,0.0015028418,0.0002408042,0.00019290093,0.0013713049],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.016350623,0.000172599,0.0007938657,0.00033829614,0.0014700831,0.000563672,0.0012771704,0.000091121394,0.009793542],"category_scores_gemma":[0.0013887138,0.00026923307,0.00019724172,0.0013567198,0.0008009934,0.00086409855,0.0003953667,0.0015021403,0.000014419067],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000045439767,0.00092159706,0.8437979,0.0025393565,0.00027996447,0.00065064954,0.010802822,0.000065741035,0.00060192565,0.000025776339,0.08604425,0.05422458],"study_design_scores_gemma":[0.0016623429,0.0014865921,0.6001083,0.0055806665,0.000054401906,0.0002886306,0.02601006,0.000069921,0.00008607866,0.000272294,0.36387515,0.00050550426],"about_ca_topic_score_codex":0.18464307,"about_ca_topic_score_gemma":0.6453213,"teacher_disagreement_score":0.46067825,"about_ca_system_score_codex":0.0065461923,"about_ca_system_score_gemma":0.0062553333,"threshold_uncertainty_score":0.999976},"labels":[],"label_agreement":null},{"id":"W4416936070","doi":"10.1177/17579759251395057","title":"A tailored approach for health impact assessment in a context of uncertainty and resource constraints: a case study in Québec","year":2025,"lang":"en","type":"article","venue":"Global Health Promotion","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université Laval","funders":"","keywords":"Health impact assessment; Context (archaeology); Flexibility (engineering); Process (computing); Work (physics); Agile software development; Resource (disambiguation); Health promotion","score_opus":0.027633809100755642,"score_gpt":0.4095465439376551,"score_spread":0.38191273483689947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416936070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927936,0.00007577334,0.001572056,0.0015543851,0.00002412167,0.0033377714,0.00007580967,0.000011821313,0.00055461266],"genre_scores_gemma":[0.9985322,0.000012949548,0.0008000761,0.00043492307,0.0000049036053,0.00016802734,0.000026986278,0.0000050867097,0.000014885003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998021,0.00044861418,0.0005690244,0.000353116,0.0001986855,0.0004095513],"domain_scores_gemma":[0.99943817,0.000041979984,0.00022158312,0.0001406334,0.000004628774,0.00015298864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013077483,0.00015755523,0.00039589047,0.0000537452,0.00013903002,0.000014249735,0.00008332502,0.00006052568,0.000020588885],"category_scores_gemma":[0.00002658582,0.0001435834,0.000044061147,0.00037603715,0.00021099106,0.00011930138,0.000101876474,0.00014601645,5.674216e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098823584,0.003240331,0.8996274,0.00016596938,0.000018785724,0.000016685277,0.0057142237,0.0007623936,0.000010287707,0.00011433461,0.00016721197,0.09006355],"study_design_scores_gemma":[0.004056699,0.0028717588,0.94524693,0.0001062463,0.000007607689,0.000042113854,0.041433275,0.0057338,9.858909e-7,0.0003238751,0.000041510677,0.00013520522],"about_ca_topic_score_codex":0.2894333,"about_ca_topic_score_gemma":0.16682935,"teacher_disagreement_score":0.12260394,"about_ca_system_score_codex":0.005503335,"about_ca_system_score_gemma":0.00049463165,"threshold_uncertainty_score":0.9983144},"labels":[],"label_agreement":null},{"id":"W4417009143","doi":"10.1080/07011784.2025.2584825","title":"Groundwater permits in Ontario: an analysis of open data","year":2025,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Groundwater; Hydrology (agriculture); Aquifer; Groundwater pollution; Work (physics)","score_opus":0.0340620843581263,"score_gpt":0.2773257304419471,"score_spread":0.24326364608382078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417009143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876484,0.00008392399,0.000011740822,0.00030330135,0.000113286784,0.00026711312,0.00007459302,0.000009276787,0.011488341],"genre_scores_gemma":[0.99326473,0.000058023074,0.00025044216,0.00047641143,0.000032921358,0.000010949157,0.00020019703,0.000027786378,0.005678508],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970633,0.00033078555,0.0007077896,0.000640034,0.00018951885,0.0010685914],"domain_scores_gemma":[0.99777967,0.000036477126,0.0001781677,0.00092486024,0.00002370267,0.0010571323],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011723998,0.00031104888,0.000662227,0.00091314246,0.0005463428,0.0005215556,0.003270712,0.00016614562,0.0027586874],"category_scores_gemma":[0.000042428277,0.00025678662,0.00013227167,0.0007816361,0.00053882436,0.0015769653,0.0008597526,0.00049925345,0.000013956522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038055507,0.000088284185,0.78977096,0.000013113231,0.00033798272,0.00028096046,0.20255917,0.002759613,0.0007733519,0.0000022037846,0.000030055282,0.0033462727],"study_design_scores_gemma":[0.0003647575,0.00013567432,0.6794087,0.00011573836,0.0003391692,0.000044547327,0.001879767,0.0011666305,0.00032252414,0.00073806004,0.31510884,0.00037555516],"about_ca_topic_score_codex":0.98910373,"about_ca_topic_score_gemma":0.9997576,"teacher_disagreement_score":0.31507877,"about_ca_system_score_codex":0.003987418,"about_ca_system_score_gemma":0.000021003521,"threshold_uncertainty_score":0.99998844},"labels":[],"label_agreement":null},{"id":"W4417088675","doi":"10.1093/yiel/yvaf052","title":"Commission for Environmental Cooperation (CEC)","year":2024,"lang":"en","type":"article","venue":"Yearbook of International Environmental Law","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"","score_opus":0.008122492009651556,"score_gpt":0.260466253301745,"score_spread":0.25234376129209346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417088675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52848446,0.0006871051,0.0032402703,0.0008976604,0.0019915146,0.00140441,0.001234501,0.00016585468,0.46189424],"genre_scores_gemma":[0.9821036,0.000108138396,0.0012742365,0.00015463601,0.00014444832,0.00005185549,0.0002593173,0.000039982602,0.015863784],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858403,0.000028695857,0.00032367528,0.00035517375,0.0004932632,0.00021518],"domain_scores_gemma":[0.99959487,0.00006223884,0.00006912341,0.00016463951,8.4553733e-7,0.00010830447],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015320703,0.00019848734,0.00015524756,0.00003540735,0.00012293662,0.000052239313,0.00027453038,0.00009583158,0.009393174],"category_scores_gemma":[0.000004945325,0.00018846928,0.00020045992,0.000035799934,0.0004176844,0.0004774107,0.0002212054,0.000118158525,0.0008394843],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015060426,0.000921962,0.01557903,0.000034305496,0.00027818256,0.000020929945,0.000677011,0.00083548826,0.9300179,0.018604277,0.008944808,0.023935508],"study_design_scores_gemma":[0.00093340053,0.00036249173,0.021893855,0.000076578624,0.00007963575,0.000021938877,0.00022002167,0.0053410376,0.06674724,0.0016581935,0.9021462,0.00051936856],"about_ca_topic_score_codex":0.00006214038,"about_ca_topic_score_gemma":0.000008798899,"teacher_disagreement_score":0.8932014,"about_ca_system_score_codex":0.00054917316,"about_ca_system_score_gemma":0.0000054495417,"threshold_uncertainty_score":0.9999385},"labels":[],"label_agreement":null},{"id":"W4417148520","doi":"10.1016/j.eiar.2025.108219","title":"Life beyond the checklist: Revitalizing the potential of environmental impact assessments through co-creation","year":2025,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"Ministero dell'Università e della Ricerca; Beijing Normal University; Dipartimenti di Eccellenza; Università Ca' Foscari di Venezia; Università Ca' Foscari Venezia","keywords":"Work (physics); Process (computing); Vitality; Environmental impact assessment; Social impact assessment; Checklist; Impact assessment","score_opus":0.010904676736781768,"score_gpt":0.3764187312828413,"score_spread":0.36551405454605956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417148520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90622383,0.030248372,0.0017260605,0.003929606,0.00067072647,0.006246127,0.00084849825,0.00010515481,0.050001618],"genre_scores_gemma":[0.9542721,0.037643377,0.00044660296,0.0052763126,0.000106099265,0.00025255547,0.0004772334,0.000078289304,0.0014474194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99351186,0.0009952501,0.0015242812,0.00090833695,0.0018991621,0.0011611017],"domain_scores_gemma":[0.9967314,0.00025192328,0.0010660188,0.0015336175,0.0000051416505,0.00041187508],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017436849,0.0009991174,0.0011341636,0.00006828865,0.0012992161,0.00018307441,0.0014822405,0.00022806528,0.015600396],"category_scores_gemma":[0.000074662516,0.0005895084,0.0012194475,0.0005599262,0.0015645543,0.0013144813,0.0011313288,0.0008289654,0.00042661143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014511224,0.0032014905,0.7893301,0.0005174908,0.001913739,0.000030883224,0.0008581108,0.0012763467,0.08427782,0.00028995605,0.075554475,0.042604446],"study_design_scores_gemma":[0.0011868129,0.00048842636,0.97498363,0.00052074884,0.0009771701,0.000036726116,0.0009551411,0.00030230056,0.000911997,0.000553097,0.018331928,0.0007519955],"about_ca_topic_score_codex":0.000607293,"about_ca_topic_score_gemma":0.000012978573,"teacher_disagreement_score":0.18565352,"about_ca_system_score_codex":0.0032211528,"about_ca_system_score_gemma":0.0001763995,"threshold_uncertainty_score":0.9996556},"labels":[],"label_agreement":null},{"id":"W4417317165","doi":"10.1038/s41893-025-01727-1","title":"Protecting science in multilateral environmental assessments","year":2025,"lang":"en","type":"article","venue":"Nature Sustainability","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Risk assessment; Government (linguistics); Environmental impact assessment; Work (physics)","score_opus":0.0033163518579810945,"score_gpt":0.3264613501274531,"score_spread":0.323144998269472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417317165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98311096,0.000022017566,0.00008244802,0.00041226347,0.00025487764,0.000943498,0.000004373685,0.00003996163,0.015129602],"genre_scores_gemma":[0.9975511,0.0000032231944,0.0005733458,0.00037592155,0.000015129198,0.000071260234,0.000003855599,0.000009396903,0.0013967756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976133,0.00015202079,0.00029663605,0.00067943614,0.0005862495,0.0006723266],"domain_scores_gemma":[0.99935526,0.000059595895,0.00007156948,0.00038820808,0.000007755802,0.00011761066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012859546,0.00021682425,0.00019769697,0.00012316302,0.00048886845,0.00007253073,0.0005014053,0.00023796213,0.00050883734],"category_scores_gemma":[0.00032170123,0.00020399467,0.00006701189,0.0008562724,0.0009383871,0.00074108655,0.0007846767,0.0010738254,0.000026942],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033648354,0.00038376806,0.97067606,0.000019301377,0.0000037068985,0.000011844849,0.00035627917,0.00018701132,0.0071328273,0.00009837281,0.000041606585,0.021055587],"study_design_scores_gemma":[0.0004969475,0.00004251799,0.9867781,0.00001088699,0.0000054092648,0.0000010306042,0.0017130832,0.0005627082,0.002733463,0.006353074,0.0011126801,0.00019014285],"about_ca_topic_score_codex":0.00038767175,"about_ca_topic_score_gemma":0.00008492356,"teacher_disagreement_score":0.020865444,"about_ca_system_score_codex":0.0063350345,"about_ca_system_score_gemma":0.0001155902,"threshold_uncertainty_score":0.9974795},"labels":[],"label_agreement":null},{"id":"W44620338","doi":"10.1017/s0002930000061649","title":"United States, Canada Conclude Revised Great Lakes Water Quality Agreement","year":2013,"lang":"en","type":"article","venue":"American Journal of International Law","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Agreement; Geography; Environmental science; Political science; Physics; Philosophy; Linguistics","score_opus":0.010002921945223047,"score_gpt":0.26994786358274314,"score_spread":0.2599449416375201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W44620338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98128986,0.000006842038,0.00006511591,0.0041205627,0.00024855317,0.00007694352,0.000022413087,0.0000036569345,0.01416604],"genre_scores_gemma":[0.9923837,0.000049919832,0.0003865363,0.0054872385,0.00007344985,0.0000033697222,0.00004394812,0.000008262652,0.0015635709],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840456,0.00010975724,0.0004262664,0.00010708301,0.00074458047,0.00020775037],"domain_scores_gemma":[0.9993188,0.000050459817,0.00031331528,0.00009306945,0.000039193015,0.00018516635],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021609147,0.000118060154,0.00019506781,0.000024617751,0.00007914869,0.00004795238,0.000330714,0.000014318414,0.009349612],"category_scores_gemma":[0.000014363474,0.00008000624,0.00006814272,0.00006997702,0.00033329698,0.00032137395,0.00011101887,0.00012885322,0.0001432181],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003075898,0.00083273946,0.8092112,0.000016594327,0.0012338517,0.00018878959,0.0035225132,0.008197918,0.06088969,0.0031797865,0.0712229,0.041196413],"study_design_scores_gemma":[0.0015847015,0.0006913406,0.4599181,0.00006393039,0.00005128898,0.00007146023,0.003594272,0.0003700108,0.008070524,0.0016495376,0.5233217,0.0006131475],"about_ca_topic_score_codex":0.6122548,"about_ca_topic_score_gemma":0.0823631,"teacher_disagreement_score":0.52989167,"about_ca_system_score_codex":0.0007800766,"about_ca_system_score_gemma":0.000022208096,"threshold_uncertainty_score":0.991556},"labels":[],"label_agreement":null},{"id":"W564554876","doi":"","title":"Vancouver Transportation Plan Update","year":2012,"lang":"en","type":"article","venue":"2012 CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION: INNOVATIONS AND OPPORTUNITIES","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Action plan; Context (archaeology); Transportation planning; Public transport; Schedule; Environmental planning; Urban planning; Sustainable transport; Transport engineering; Business; Sustainability; Geography; Engineering; Civil engineering; Computer science; Management","score_opus":0.024615737308214345,"score_gpt":0.22131801056397782,"score_spread":0.19670227325576348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W564554876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99417603,0.000054517353,0.00064867316,0.0018001491,0.00029894864,0.00025158323,0.0011243605,0.000015146915,0.0016305817],"genre_scores_gemma":[0.9969325,0.00025459376,0.00024241413,0.00048132005,0.0000273622,0.000022933005,0.0006304617,0.000012566902,0.0013958131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827987,0.00005067049,0.00066176243,0.00015074838,0.0006103478,0.00024657487],"domain_scores_gemma":[0.998937,0.00005377834,0.00067373144,0.000114011134,0.00010287999,0.00011855889],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029739187,0.00017659974,0.00024234246,0.000055647404,0.00025298915,0.000013987687,0.00008990106,0.000107458516,0.0009904244],"category_scores_gemma":[0.0000084558915,0.00015959339,0.00005503071,0.0002338789,0.00017722555,0.00097637903,0.000002708556,0.00012263723,7.1639244e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043216693,0.00014999138,0.9368322,0.00011057926,0.0000896042,7.9167876e-7,0.00498411,0.00020295363,0.0021710873,0.042451564,0.010215071,0.002748818],"study_design_scores_gemma":[0.00048326663,0.000026252696,0.97852564,0.00004075145,0.00010496604,2.3151235e-7,0.0029020465,0.000020372432,0.0014091028,0.00093442074,0.015362011,0.00019091136],"about_ca_topic_score_codex":0.020527067,"about_ca_topic_score_gemma":0.38039678,"teacher_disagreement_score":0.35986972,"about_ca_system_score_codex":0.00012452586,"about_ca_system_score_gemma":0.00014042408,"threshold_uncertainty_score":0.9999228},"labels":[],"label_agreement":null},{"id":"W566467649","doi":"","title":"Exploring Road Safety Analysis and Stakeholder Engagement for Small and Medium Sized Communities","year":2015,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Identification (biology); Scope (computer science); Geography; Business; Environmental resource management; Computer science; Transport engineering; Environmental planning; Public relations; Political science; Engineering; Environmental science","score_opus":0.10094823999918157,"score_gpt":0.26856807380080444,"score_spread":0.16761983380162288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W566467649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9449491,0.00019352997,0.05207939,0.001228207,0.000052548552,0.0006704003,0.00006680424,0.00012623148,0.0006337854],"genre_scores_gemma":[0.9681194,0.00065070915,0.029422536,0.00075600506,0.00003774633,0.0004977924,0.00005428475,0.00003253863,0.00042902277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984263,0.00019313586,0.0003141757,0.00027630705,0.00030674392,0.0004833118],"domain_scores_gemma":[0.9989411,0.0001344741,0.00012349756,0.00036452338,0.000010966561,0.00042542894],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011185334,0.00025803465,0.00035759085,0.00013708371,0.00041018415,0.00013110398,0.0002376538,0.00009872228,0.00008163893],"category_scores_gemma":[0.00006515045,0.00024778754,0.00009222704,0.0003034755,0.00025251432,0.0005181737,0.0005417942,0.00022125812,0.000004374387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019501084,0.00027852185,0.9441612,0.000025258822,0.00038138704,0.000009451607,0.008352814,0.0018032509,0.0036563976,0.00036182805,0.00037117183,0.040403716],"study_design_scores_gemma":[0.0011793465,0.00019814743,0.9767688,0.00001356268,0.00029535466,0.000006146587,0.00683653,0.009011229,0.0018465472,0.0007057169,0.0027356597,0.0004029955],"about_ca_topic_score_codex":0.028431557,"about_ca_topic_score_gemma":0.017051293,"teacher_disagreement_score":0.04000072,"about_ca_system_score_codex":0.0005306409,"about_ca_system_score_gemma":0.00002864895,"threshold_uncertainty_score":0.99999744},"labels":[],"label_agreement":null},{"id":"W568556280","doi":"","title":"Salmon River Fish Habitat Compensation Plan","year":2009,"lang":"en","type":"article","venue":"2009 ANNUAL CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION IN A CLIMATE OF CHANGE","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Esox; Habitat; Fishery; Pike; Bridge (graph theory); Environmental science; Electrofishing; Fish <Actinopterygii>; Hydrology (agriculture); Geography; Ecology; Engineering","score_opus":0.019370154114228513,"score_gpt":0.23468238383209863,"score_spread":0.21531222971787012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W568556280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962634,0.000009678293,0.000027716971,0.0013805109,0.000101375605,0.0003137746,0.0012573838,0.0000071656905,0.00063899823],"genre_scores_gemma":[0.9990794,0.00013941554,0.00010268065,0.0002795249,0.000010723713,0.000010500394,0.00032239637,0.00000626624,0.000049068512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983173,0.00006543874,0.00060897775,0.00016333334,0.0006492069,0.00019573401],"domain_scores_gemma":[0.999005,0.000055526598,0.00072109007,0.00009048116,0.0000699052,0.000057970938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024582836,0.00013483704,0.00026745428,0.00005013695,0.00006973645,0.000005575239,0.000105816056,0.000100040896,0.00019740577],"category_scores_gemma":[0.000015057801,0.0001278116,0.00006607227,0.0002332295,0.00009225974,0.00045275837,0.0000023253342,0.00009526762,5.699749e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024821775,0.00020768013,0.9770448,0.00009294964,0.0000221661,0.0000015852892,0.014454614,0.00084441976,0.0039017862,0.0011700331,0.00061055657,0.0014011748],"study_design_scores_gemma":[0.0009837794,0.000119903845,0.9937757,0.00009414638,0.000037461232,6.707674e-8,0.0014189638,0.00007582714,0.00269742,0.0005705444,0.000107572574,0.000118571545],"about_ca_topic_score_codex":0.037152663,"about_ca_topic_score_gemma":0.5389585,"teacher_disagreement_score":0.50180584,"about_ca_system_score_codex":0.00018392414,"about_ca_system_score_gemma":0.000049671602,"threshold_uncertainty_score":0.969259},"labels":[],"label_agreement":null},{"id":"W574698989","doi":"10.1201/9781003578932","title":"Perspectives on Strategic Environmental Assessment","year":2024,"lang":"en","type":"book","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":173,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Strategic environmental assessment; Sustainability; Negotiation; Geography; Environmental resource management; Environmental planning; Business; Political science; Environmental impact assessment; Environmental science; Ecology","score_opus":0.016342511363859183,"score_gpt":0.28259227691025574,"score_spread":0.26624976554639657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W574698989","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051865196,0.0001932959,0.000008665687,0.00020738969,0.00039452774,0.00048613656,0.00015439818,0.0001500826,0.99321896],"genre_scores_gemma":[0.10620583,0.00041686042,0.00030352143,0.00037742173,0.00029024764,0.000039150513,0.00018084198,0.00012375039,0.89206237],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969216,0.000057239904,0.0003447976,0.0010334284,0.0011359997,0.0005069099],"domain_scores_gemma":[0.999063,0.00005161806,0.00012608343,0.00049090653,8.1288414e-7,0.00026757168],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016916069,0.0006724833,0.00042191867,0.000072225615,0.0001871263,0.00014834122,0.00041398648,0.00040709917,0.07380629],"category_scores_gemma":[0.0000013898017,0.00056797866,0.00033207313,0.000059060072,0.0005129564,0.0001669579,0.00050861406,0.0009716449,0.032772873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006809259,0.0029191496,0.0026433675,0.00013351224,0.0011180416,0.0008692313,0.005062602,0.00040070873,0.003445738,0.14201249,0.8303426,0.010984498],"study_design_scores_gemma":[0.0012650786,0.002542235,0.013192789,0.0003732714,0.00067010033,0.00005046744,0.013728405,0.00044931564,0.00013778548,0.22324826,0.7398257,0.0045165587],"about_ca_topic_score_codex":0.000032956083,"about_ca_topic_score_gemma":0.000016250655,"teacher_disagreement_score":0.10115661,"about_ca_system_score_codex":0.005218601,"about_ca_system_score_gemma":0.00006973973,"threshold_uncertainty_score":0.9996772},"labels":[],"label_agreement":null},{"id":"W580632025","doi":"","title":"Challenges to applying eco-based research - analysis of a two-year research program in the Broughton Archipelago, British Columbia.","year":2009,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Archipelago; Geography; Archaeology","score_opus":0.1327622202759195,"score_gpt":0.4279836569120453,"score_spread":0.2952214366361258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W580632025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89993966,0.000038273807,0.000013013875,0.0008888318,0.000009223436,0.0013557717,0.000007906375,0.000020378511,0.097726926],"genre_scores_gemma":[0.99696463,0.00006790998,0.0017692789,0.0002383628,0.000023629282,0.00027896653,0.000012366072,0.000009696586,0.00063513935],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99577045,0.0008728093,0.00029700037,0.00047751592,0.001811623,0.0007706264],"domain_scores_gemma":[0.9989827,0.00034230127,0.00003742472,0.00045698808,0.000016488239,0.00016408978],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004479404,0.00009483853,0.00026007227,0.00020536907,0.00033015682,0.00025461134,0.0007293203,0.00007294712,0.0016272921],"category_scores_gemma":[0.00009310323,0.00010163287,0.00011502797,0.0030893981,0.00041830834,0.00015327586,0.00022193977,0.00049161876,0.00009015554],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004684874,0.0036164687,0.48021707,0.000016057498,0.00009076429,0.00005250694,0.006718779,0.001551832,0.0028716351,0.00027456332,0.0030002787,0.5015432],"study_design_scores_gemma":[0.0003642657,0.0006602184,0.9876178,0.000026178624,0.000023837796,6.442655e-7,0.0072795674,0.0005953961,0.00009121434,0.002147224,0.0010592366,0.00013444154],"about_ca_topic_score_codex":0.076596335,"about_ca_topic_score_gemma":0.3690284,"teacher_disagreement_score":0.5074007,"about_ca_system_score_codex":0.00030400293,"about_ca_system_score_gemma":0.000020362655,"threshold_uncertainty_score":0.99928534},"labels":[],"label_agreement":null},{"id":"W580676180","doi":"","title":"Book Review: Guide to Health Impact Assessment (HIA) in petroleum industry","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health impact assessment; Environmental science; Engineering; Environmental planning; Political science; Medicine; Public health; Nursing","score_opus":0.12433441684862122,"score_gpt":0.5764114100950329,"score_spread":0.4520769932464117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W580676180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87403554,0.07870257,0.00017096175,0.0075749164,0.00046391055,0.0036779535,0.00005926266,0.000044566237,0.035270326],"genre_scores_gemma":[0.76239586,0.14977053,0.0012332291,0.07504468,0.00021515021,0.00065489055,0.000039570943,0.00014580798,0.010500308],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99563736,0.00048948295,0.0012575585,0.0005610388,0.0012241995,0.0008303758],"domain_scores_gemma":[0.99752414,0.00010537519,0.00081437593,0.00057684595,0.000022169264,0.0009571141],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018016257,0.00042716056,0.0010038565,0.00028262156,0.00024493146,0.00060350186,0.0023865786,0.00016862601,0.18325193],"category_scores_gemma":[0.000098923854,0.00036702736,0.00022625613,0.0008926698,0.00014977709,0.0038712176,0.0019444168,0.00090132724,0.00047024843],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069467733,0.00023300157,0.48005906,0.00003571351,0.000027737506,0.0000073287215,0.00005157194,0.0003548777,0.0046264287,8.333432e-7,0.5079698,0.006626728],"study_design_scores_gemma":[0.0003313206,0.0000412058,0.8922651,0.00077922875,0.000016246577,0.000005640885,0.00007104826,0.000039260467,0.0003635689,0.0002120084,0.10551557,0.00035979308],"about_ca_topic_score_codex":0.015915385,"about_ca_topic_score_gemma":0.00017204936,"teacher_disagreement_score":0.41220605,"about_ca_system_score_codex":0.0021333715,"about_ca_system_score_gemma":0.00015939891,"threshold_uncertainty_score":0.99987817},"labels":[],"label_agreement":null},{"id":"W589448090","doi":"","title":"Canada-Quebec - National Report for TS1: Taking Sustainable Development into Consideration in Quebec's Road Transportation System: a Daily Challenge at the Ministere des Transports du Quebec (MTQ)","year":2007,"lang":"en","type":"article","venue":"23RD PIARC WORLD ROAD CONGRESS PARIS, 17-21 SEPTEMBER 2007","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Sustainability; Government (linguistics); Environmental planning; Political science; Business; Environmental resource management; Geography; Ecology; Economics","score_opus":0.013754145179099238,"score_gpt":0.2659765407402569,"score_spread":0.25222239556115766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W589448090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.954234,0.00052504404,0.001377498,0.0011193624,0.0006243739,0.0021849559,0.000046716268,0.0000785074,0.039809562],"genre_scores_gemma":[0.877118,0.000016160606,0.00057663,0.0004074108,0.00012674482,0.0002692025,0.0006439685,0.000051218645,0.12079069],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955946,0.00013148335,0.0012945001,0.0007529364,0.0012424864,0.0009839811],"domain_scores_gemma":[0.9984382,0.0001968505,0.0006755642,0.0003203745,0.00008928177,0.00027976843],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016417296,0.0004914464,0.0004739574,0.00013292038,0.0011158908,0.00015667181,0.00029050815,0.00019307152,0.0015199851],"category_scores_gemma":[0.000039326136,0.00044084224,0.00014038,0.000374959,0.0004293039,0.00079731265,0.00007052454,0.00027852657,0.00003481202],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005330381,0.00068163424,0.8858307,0.00046175226,0.00029098926,0.002679488,0.018045941,0.0048780753,0.00045616107,0.0010804323,0.06329052,0.021771269],"study_design_scores_gemma":[0.0010242498,0.000023937175,0.7809478,0.00014319086,0.000048101352,0.00002457095,0.005574654,0.00017381848,0.0006852481,0.00006069276,0.21073686,0.00055689976],"about_ca_topic_score_codex":0.96309036,"about_ca_topic_score_gemma":0.99978006,"teacher_disagreement_score":0.14744633,"about_ca_system_score_codex":0.009011069,"about_ca_system_score_gemma":0.00092013704,"threshold_uncertainty_score":0.9998043},"labels":[],"label_agreement":null},{"id":"W594356275","doi":"","title":"Canadian Transportation Demand Management Impact Measurement Guidelines","year":2009,"lang":"en","type":"article","venue":"2009 ANNUAL CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION IN A CLIMATE OF CHANGE","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Benchmarking; Business; Computer science","score_opus":0.031035034021965197,"score_gpt":0.2673556685258325,"score_spread":0.23632063450386728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W594356275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99500805,0.00004506523,0.00006772536,0.0018873024,0.00011059829,0.0005145191,0.0016926817,0.0000073152723,0.00066676433],"genre_scores_gemma":[0.9988456,0.00037431836,0.00019310514,0.00022669467,0.00001152957,0.000020908115,0.00027099793,0.000008836893,0.00004800982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975222,0.000059893107,0.0008847154,0.00020908668,0.0010236499,0.0003005047],"domain_scores_gemma":[0.99884325,0.000021143374,0.0006993395,0.0001191907,0.00018635919,0.00013070635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005109955,0.000188691,0.00031785737,0.00010090741,0.00009214684,0.000007991859,0.00013772932,0.000110095396,0.00029261064],"category_scores_gemma":[0.000014044577,0.0001706652,0.00010857339,0.00034207694,0.0000524501,0.00041944667,0.0000012921347,0.00009373773,6.0749085e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037020785,0.00027539532,0.9690196,0.00024047312,0.000115711875,0.000007013395,0.012105467,0.006407265,0.0033787156,0.0016478777,0.001727435,0.004704857],"study_design_scores_gemma":[0.001071499,0.00011612694,0.994775,0.0001686017,0.00008505004,6.543299e-8,0.00150599,0.00007562967,0.0013972769,0.0004711644,0.00017676664,0.00015685434],"about_ca_topic_score_codex":0.50329244,"about_ca_topic_score_gemma":0.9725125,"teacher_disagreement_score":0.46922004,"about_ca_system_score_codex":0.00066674245,"about_ca_system_score_gemma":0.00015526213,"threshold_uncertainty_score":0.6959525},"labels":[],"label_agreement":null},{"id":"W597306134","doi":"","title":"A strategic framework for social impact assessment : an application to greenhouse gas mitigation strategies in Canadian prairie agriculture","year":2007,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Agriculture; Environmental resource management; Natural resource economics; Environmental planning; Business; Environmental science; Social impact assessment; Geography; Economics; Ecology","score_opus":0.008446095322443363,"score_gpt":0.23115875935561367,"score_spread":0.2227126640331703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W597306134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97507364,0.000003864741,0.019818721,0.0010825759,0.000039435643,0.0008412847,0.0004985779,0.00007737205,0.002564523],"genre_scores_gemma":[0.97064567,0.000008217303,0.027611932,0.00005803249,0.000035218192,8.084671e-8,0.00034684435,0.00002263444,0.0012714041],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99791414,0.00013214831,0.00020422027,0.0005973758,0.0004345801,0.00071752595],"domain_scores_gemma":[0.9984728,0.00008821007,0.00032951537,0.00031257546,0.0000376326,0.0007592591],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003117151,0.0003285299,0.000459072,0.00036153485,0.00067667937,0.000032871678,0.0009106555,0.00044395347,0.0007366467],"category_scores_gemma":[0.0000030304052,0.0004482447,0.0002746172,0.0010432312,0.0005616987,0.0027795336,0.00029562146,0.00035249244,0.000029175488],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00217129,0.0021915538,0.3571165,0.00020060166,0.00040795092,0.00038503302,0.58857334,0.005783455,0.029127607,0.00218905,0.0012759174,0.010577704],"study_design_scores_gemma":[0.0010239672,0.00043379902,0.29170215,0.00003499041,0.000077565564,0.0000014855783,0.7018209,0.00017560444,0.00015696992,0.0028772685,0.0012943653,0.00040092666],"about_ca_topic_score_codex":0.5513093,"about_ca_topic_score_gemma":0.8229512,"teacher_disagreement_score":0.2716419,"about_ca_system_score_codex":0.0014775691,"about_ca_system_score_gemma":0.0007835704,"threshold_uncertainty_score":0.9997969},"labels":[],"label_agreement":null},{"id":"W611090416","doi":"","title":"Development of an Environmental Management Tool - MTQ Roadway Projects and the Environment","year":2009,"lang":"en","type":"article","venue":"2009 ANNUAL CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION IN A CLIMATE OF CHANGE","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Engineering; Environmental planning; Environmental resource management; Private sector; Business; Political science; Geography; Environmental science","score_opus":0.014705069044088302,"score_gpt":0.22325138818594092,"score_spread":0.20854631914185262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W611090416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99827456,0.000026191916,0.00003341042,0.0003433228,0.00003757396,0.0005771139,0.00044114928,0.0000033328572,0.00026336065],"genre_scores_gemma":[0.9987763,0.0002988712,0.0006097917,0.00008989542,0.000004637414,0.000031621086,0.00013511861,0.0000061981377,0.000047535486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812925,0.00007915298,0.00072136335,0.00018302462,0.00070725783,0.0001799584],"domain_scores_gemma":[0.99905187,0.000040196184,0.00073269027,0.000114357106,0.000014292795,0.000046573103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044629182,0.00014644551,0.00028062303,0.00004190299,0.000091874266,0.0000051963752,0.000118107404,0.00007117946,0.00014654559],"category_scores_gemma":[0.000004954381,0.00011556012,0.0000507907,0.00011303028,0.00016997689,0.00033780717,0.0000061259384,0.00007632433,2.8376417e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024483858,0.0020311442,0.6862577,0.00074105186,0.00029838228,0.0000070813253,0.2191614,0.002556763,0.030061806,0.0094652,0.0001444832,0.04682658],"study_design_scores_gemma":[0.0017730324,0.00009257604,0.9854588,0.00007832695,0.000060234514,7.841696e-8,0.006384552,0.00008265159,0.0056283176,0.00022764308,0.00009656387,0.00011725842],"about_ca_topic_score_codex":0.005827984,"about_ca_topic_score_gemma":0.06795535,"teacher_disagreement_score":0.29920104,"about_ca_system_score_codex":0.00015909798,"about_ca_system_score_gemma":0.000034473567,"threshold_uncertainty_score":0.94905204},"labels":[],"label_agreement":null},{"id":"W611608594","doi":"10.71781/16821","title":"Analyse des données et étude systématique de la réponse des détecteurs dans le cadre du projet PICASSO","year":2008,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Humanities; Philosophy","score_opus":0.030987612088509055,"score_gpt":0.32630621005138266,"score_spread":0.29531859796287363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W611608594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96771294,0.00019742771,0.00047671085,0.00013767951,0.00010302624,0.0009550889,0.00016652944,0.0000062226527,0.030244369],"genre_scores_gemma":[0.97140443,0.0022605387,0.017295461,0.00008183568,0.000051689203,0.0001339332,0.00039186003,0.00007536432,0.008304877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99584067,0.0016784773,0.00054772437,0.000719833,0.0005050515,0.0007082729],"domain_scores_gemma":[0.99855864,0.0002517449,0.00040341567,0.00036981422,0.000016060443,0.00040033276],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012101837,0.00058131316,0.00058910175,0.00007534353,0.0013263806,0.00054630806,0.001097353,0.0005449634,0.0029180613],"category_scores_gemma":[0.00017235904,0.0005791837,0.00022509866,0.00037834013,0.0016369132,0.0012030952,0.0004346791,0.0005607634,0.0007996483],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013746777,0.0013636803,0.734454,0.000114170514,0.0002494337,0.00036111524,0.106168985,0.001306883,0.1374099,0.0000414153,0.00017497796,0.018217979],"study_design_scores_gemma":[0.0006241233,0.00016409527,0.91169757,0.0004242839,0.0002039143,0.00013965045,0.039450407,0.00017865183,0.04524821,0.00032780773,0.0008824807,0.0006588338],"about_ca_topic_score_codex":0.037674397,"about_ca_topic_score_gemma":0.04457601,"teacher_disagreement_score":0.17724355,"about_ca_system_score_codex":0.0016510395,"about_ca_system_score_gemma":0.00035875675,"threshold_uncertainty_score":0.99997836},"labels":[],"label_agreement":null},{"id":"W631828514","doi":"","title":"Cumulative effects: treatment in Strategic Environmental Assessment and Environmental Impact Assessment of roads","year":2010,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cumulative effects; Strategic environmental assessment; Environmental impact assessment; Environmental planning; Environmental resource management; Geography; Environmental science; Political science","score_opus":0.01492955027010477,"score_gpt":0.31905666505810704,"score_spread":0.30412711478800225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W631828514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930416,0.000046921617,0.00021635082,0.00029742942,0.00017580275,0.0010890071,0.0007674076,0.000057491186,0.004308026],"genre_scores_gemma":[0.98826927,0.00016568469,0.009765748,0.000039190425,0.000023165456,0.00020176427,0.0013481848,0.000030104442,0.00015691778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997274,0.000085385225,0.00077491155,0.00073999225,0.00061287713,0.0005128281],"domain_scores_gemma":[0.99825317,0.00005974568,0.0005674018,0.0008757815,0.000006488405,0.000237409],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040305013,0.00047412474,0.00057840213,0.0003666599,0.00017301904,0.000039718594,0.0005291269,0.00032465774,0.00132955],"category_scores_gemma":[0.00003419621,0.00041886538,0.00013429346,0.00041879172,0.0015805087,0.0009398745,0.00069981103,0.0005400396,0.000021786076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020322123,0.0022423188,0.8494238,0.000023475037,0.00009814739,0.000012446385,0.00011865061,0.00038970803,0.13626891,0.001678007,0.00007127488,0.009652931],"study_design_scores_gemma":[0.002169617,0.0007532349,0.976956,0.000034964633,0.00008209845,0.0000111390655,0.00043766736,0.0073151845,0.009868942,0.00045311675,0.0014624001,0.00045564742],"about_ca_topic_score_codex":0.001116769,"about_ca_topic_score_gemma":0.00026546218,"teacher_disagreement_score":0.12753218,"about_ca_system_score_codex":0.0010928278,"about_ca_system_score_gemma":0.00009277686,"threshold_uncertainty_score":0.9998263},"labels":[],"label_agreement":null},{"id":"W633943159","doi":"","title":"Environmental Standards and Practices - Envisioning a Greener Future with ESP","year":2008,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Legislation; Agency (philosophy); Environmental compliance; Government (linguistics); Business; Environmental planning; Environmental management system; Environmental policy; Environmental impact assessment; Environmental resource management; Environmental protection; Political science; Environmental science","score_opus":0.009291610882534164,"score_gpt":0.26923539762232185,"score_spread":0.2599437867397877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W633943159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97770983,0.00008580895,0.00014735278,0.0003996319,0.00003991095,0.00014674563,0.0000158897,0.00003317344,0.021421632],"genre_scores_gemma":[0.993892,0.00048031303,0.0031974737,0.00044688414,0.00009005415,0.000009357375,0.0000059350514,0.00001963251,0.0018583419],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985123,0.000046904417,0.00012963584,0.00032827456,0.00070520956,0.00027762103],"domain_scores_gemma":[0.99946976,0.000028150407,0.00014809772,0.00016168525,0.0000010430397,0.0001912825],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014989587,0.00018592963,0.00014308971,0.000016339967,0.0004666441,0.000031459476,0.00010923224,0.00006869169,0.005179652],"category_scores_gemma":[0.0000076858905,0.00013052212,0.000028752982,0.000072094896,0.00036193457,0.0007027665,0.00020091717,0.00014851893,0.00012262021],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060030892,0.00015727182,0.9784963,0.0000024478204,0.000026777936,0.00007871867,0.0012700954,0.000033276392,0.0076270094,0.00002713166,0.0015251805,0.010695757],"study_design_scores_gemma":[0.0006589986,0.00029697389,0.9461998,0.000005512707,0.000021483653,0.00018541778,0.0016824306,0.0000638348,0.0010000179,0.000044795954,0.04954367,0.00029706967],"about_ca_topic_score_codex":0.00025981554,"about_ca_topic_score_gemma":0.00009476148,"teacher_disagreement_score":0.04801849,"about_ca_system_score_codex":0.00022271588,"about_ca_system_score_gemma":0.000010888642,"threshold_uncertainty_score":0.99572974},"labels":[],"label_agreement":null},{"id":"W635990936","doi":"","title":"Monitoring and Follow Up of Sandhill Crane: Adaptive Management of Project Mitigation for South Fraser Perimeter Road, B.C.","year":2009,"lang":"en","type":"article","venue":"2009 ANNUAL CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION IN A CLIMATE OF CHANGE","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transport engineering; Port (circuit theory); General partnership; Environmental resource management; Geography; Ministry of Transport; Mainland; Environmental planning; Business; Civil engineering; Engineering; Environmental science; Finance","score_opus":0.02618381158627981,"score_gpt":0.2600586491160587,"score_spread":0.2338748375297789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W635990936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99763733,0.000033452787,0.00007952366,0.00013215875,0.00007577377,0.0005705025,0.0013132261,0.00000301763,0.00015500869],"genre_scores_gemma":[0.99910897,0.00023409697,0.00045977332,0.000018283754,0.0000067542665,0.000027062184,0.000103401486,0.000006086612,0.000035574958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986142,0.00003862913,0.0005915974,0.00014744181,0.00046583934,0.00014232201],"domain_scores_gemma":[0.99895775,0.000036385678,0.0008127411,0.00006818572,0.000091917114,0.000032995595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023003948,0.00011780071,0.00028178078,0.000054584227,0.000045215544,0.0000030962794,0.000066677436,0.00007748442,0.000032193777],"category_scores_gemma":[0.0000072926864,0.00011093422,0.00007081701,0.00017412196,0.000074247655,0.00029400605,0.000002279578,0.000049005223,3.696054e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012941562,0.0002944549,0.9292331,0.00080437446,0.00013960396,9.505634e-7,0.04641861,0.0005496188,0.013091818,0.0010004115,0.00006699949,0.007105944],"study_design_scores_gemma":[0.0018324178,0.00022041672,0.96972585,0.00026677508,0.00009470299,2.0289422e-8,0.007929049,0.00006357265,0.01950687,0.0002567042,0.000008764531,0.00009485641],"about_ca_topic_score_codex":0.013677648,"about_ca_topic_score_gemma":0.034850925,"teacher_disagreement_score":0.04049279,"about_ca_system_score_codex":0.00008092342,"about_ca_system_score_gemma":0.0000347579,"threshold_uncertainty_score":0.99289036},"labels":[],"label_agreement":null},{"id":"W64180973","doi":"10.1007/978-1-4020-5996-4_15","title":"A process for focusing cleanup actions at contaminated sites: lessons learned from remote northern sites in Canada","year":2007,"lang":"en","type":"book-chapter","venue":"NATO science for peace and security series. C, Environmental security","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Contamination; Process (computing); Environmental planning; Environmental science; Environmental resource management; Computer science; Ecology; Biology","score_opus":0.04780223388926167,"score_gpt":0.302861815824009,"score_spread":0.2550595819347473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W64180973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814148,0.0005026511,0.000029922376,0.00066115777,0.00021381187,0.0021529184,0.0026179636,0.000044331286,0.012362446],"genre_scores_gemma":[0.98921114,0.0010772804,0.00018301957,0.00039103205,0.000105823194,0.000054060692,0.000857347,0.000103508246,0.008016778],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949639,0.000039424336,0.0007315922,0.0016999455,0.0013460524,0.0012191079],"domain_scores_gemma":[0.9981227,0.00021484938,0.000524728,0.0005082798,0.000017044942,0.000612377],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071322196,0.00082439143,0.0008062539,0.00014044635,0.001497664,0.0001199252,0.00070524134,0.00048900326,0.00092397456],"category_scores_gemma":[0.00007248263,0.00089216506,0.00021769782,0.00018592982,0.0019540852,0.0011135787,0.0007512096,0.0007269568,0.000037803373],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068921586,0.0035049068,0.5563074,0.0015127271,0.0010662482,0.00063525786,0.109623075,0.000933962,0.16379723,0.0045289635,0.0045000957,0.14669803],"study_design_scores_gemma":[0.015640495,0.0030941754,0.13284299,0.0010796614,0.0012469488,0.00018637942,0.038868036,0.012671678,0.04811577,0.20365629,0.5289389,0.013658695],"about_ca_topic_score_codex":0.1515467,"about_ca_topic_score_gemma":0.9266872,"teacher_disagreement_score":0.77514046,"about_ca_system_score_codex":0.008100934,"about_ca_system_score_gemma":0.00030387987,"threshold_uncertainty_score":0.99998933},"labels":[],"label_agreement":null},{"id":"W646551123","doi":"","title":"Climate Change Engineering Vulnerability Assessment of Transportation Infrastructure in British Columbia - Phase II","year":2011,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ministry of Transport; Legislation; Vulnerability (computing); Government (linguistics); Climate change; Environmental planning; Christian ministry; Business; Environmental resource management; Engineering; Transport engineering; Political science; Geography; Environmental science; Computer science","score_opus":0.016275074351401304,"score_gpt":0.27040025113027977,"score_spread":0.25412517677887847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W646551123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962153,0.0000031423615,0.00012904855,0.0000075754106,0.00006424185,0.0002778559,0.00007162743,0.000021163001,0.0032100393],"genre_scores_gemma":[0.99661714,0.00003237142,0.0031679731,0.00005724604,0.000010142439,0.000038350507,0.000028195835,0.000009690431,0.000038867922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910474,0.000022458846,0.00025825892,0.00018883207,0.0002011528,0.00022455986],"domain_scores_gemma":[0.9997444,0.0000070512174,0.000066106164,0.00010626354,0.0000019577076,0.00007422143],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016275649,0.000077399214,0.00015640761,0.000011396953,0.000068191126,0.000015394497,0.00010172872,0.000064795924,0.00830771],"category_scores_gemma":[0.0000031063446,0.000113481976,0.000043124,0.00013528141,0.00007256708,0.00038525654,0.000043711745,0.000110536814,0.0000033451763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028637498,0.0005112683,0.980239,0.000014324076,0.0000036935871,0.0000062956888,0.0011248467,0.00006426127,0.0026947034,0.000013997836,0.000040302748,0.015284478],"study_design_scores_gemma":[0.0006361563,0.00020244466,0.99771774,0.000017082593,0.000007417633,7.8270085e-7,0.00018554415,0.00065459433,0.0002759158,0.00012816924,0.000056766665,0.00011740143],"about_ca_topic_score_codex":0.03013465,"about_ca_topic_score_gemma":0.052413262,"teacher_disagreement_score":0.022278614,"about_ca_system_score_codex":0.00016366024,"about_ca_system_score_gemma":0.0000034209609,"threshold_uncertainty_score":0.99259883},"labels":[],"label_agreement":null},{"id":"W649290231","doi":"","title":"Sustainable Transportation: Theory or Practice? Perspective of Planners and Policy Makers","year":2008,"lang":"en","type":"article","venue":"Transportation Research Board 87th Annual MeetingTransportation Research Board","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Government (linguistics); Terminology; Politics; Sustainable development; Urban planning; Public administration; Environmental planning; Public policy; Political science; Business; Economic growth; Public relations; Economics; Engineering; Geography","score_opus":0.04182864691639104,"score_gpt":0.3986749669323411,"score_spread":0.35684632001595007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W649290231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803232,0.0002607272,0.00027886676,0.0033767943,0.000056411936,0.0019598715,0.00041126707,0.00010320527,0.0132296765],"genre_scores_gemma":[0.98624134,0.002075396,0.0022007166,0.00020450211,0.000112478134,0.00026599472,0.00019857885,0.00008376315,0.008617231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99062234,0.001394531,0.0010350117,0.0010419595,0.004201423,0.0017047407],"domain_scores_gemma":[0.99568665,0.001760763,0.0002998478,0.00044681397,0.0009985404,0.00080738065],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0048884396,0.00042615677,0.00057602837,0.0007577068,0.0014883637,0.00007072406,0.000546931,0.00031482542,0.0015147234],"category_scores_gemma":[0.0009000527,0.0003913763,0.00018358315,0.0027709773,0.0036448322,0.0019307391,0.000025652607,0.0012780658,0.00008814857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015046393,0.0025251117,0.54792535,0.0008364491,0.00057570136,0.0030824926,0.29046372,0.0031849833,0.005433358,0.114149876,0.011978737,0.0047978405],"study_design_scores_gemma":[0.002080298,0.0012913882,0.75559884,0.000084814594,0.00005847887,0.000004310428,0.21822567,0.00001972142,0.0012997513,0.0061811195,0.014686608,0.00046901332],"about_ca_topic_score_codex":0.06096632,"about_ca_topic_score_gemma":0.009445075,"teacher_disagreement_score":0.20767349,"about_ca_system_score_codex":0.0008021613,"about_ca_system_score_gemma":0.0006363821,"threshold_uncertainty_score":0.9998538},"labels":[],"label_agreement":null},{"id":"W651287939","doi":"","title":"Canadian Environmental Protection Act and commentary","year":2005,"lang":"en","type":"book","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Environmental science; Environmental protection; Environmental ethics; Philosophy","score_opus":0.008363605476658657,"score_gpt":0.21785488034577663,"score_spread":0.20949127486911798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W651287939","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043992024,0.00047778743,0.000007381238,0.002751453,0.00048189927,0.0017458613,0.00048294858,0.00010303933,0.9499576],"genre_scores_gemma":[0.25722128,0.0005806695,0.00038083282,0.014297546,0.0010154407,0.00013567884,0.0007334587,0.0001838827,0.7254512],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758625,0.00008984108,0.00035662838,0.00068761565,0.00058826775,0.0006914138],"domain_scores_gemma":[0.9983333,0.000021479676,0.0001757128,0.00041904332,0.0000011441414,0.0010493414],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001955245,0.0005504761,0.000392847,0.00006049263,0.00062928506,0.00012371948,0.00034512114,0.0004976113,0.018027065],"category_scores_gemma":[0.0000046821665,0.0005837958,0.0001391547,0.000046404446,0.00050286326,0.00056104735,0.00037052925,0.0008518583,0.0040733214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001283115,0.000809319,0.13235036,0.00013104672,0.00064431014,0.0003534649,0.0014176114,0.00020434533,0.003818944,0.0010957735,0.75282395,0.106222555],"study_design_scores_gemma":[0.0004711727,0.00014142749,0.023847522,0.000048632057,0.00007467543,0.000025526253,0.00004766472,0.000021790936,0.00008601097,0.001194224,0.97333187,0.0007094663],"about_ca_topic_score_codex":0.14203642,"about_ca_topic_score_gemma":0.28399274,"teacher_disagreement_score":0.22450641,"about_ca_system_score_codex":0.0067475727,"about_ca_system_score_gemma":0.00007107045,"threshold_uncertainty_score":0.9996613},"labels":[],"label_agreement":null},{"id":"W653389137","doi":"","title":"Le laboratoire hydraulique environnemental de Québec (LHE) de la Chaire de recherche en ingénierie côtière et fluviale de l'INRS (Affiche)","year":2014,"lang":"fr","type":"article","venue":"Transportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du Canada","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.007509387647680581,"score_gpt":0.2352031314887638,"score_spread":0.2276937438410832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W653389137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92862767,0.00037914814,0.017971352,0.04476453,0.00074378995,0.0011112313,0.00429085,0.00008702168,0.002024423],"genre_scores_gemma":[0.98684716,0.005464399,0.0012467479,0.0021331324,0.00040218674,0.00014993393,0.002042605,0.000119026154,0.0015948308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99095416,0.0033078273,0.0017281935,0.0008291864,0.0018420473,0.0013385805],"domain_scores_gemma":[0.99503905,0.0010858837,0.002247391,0.00043405176,0.0003822442,0.0008113793],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0053707217,0.00083577697,0.0010010261,0.00013603356,0.0008271439,0.00011450414,0.0005791752,0.0013655835,0.0015446745],"category_scores_gemma":[0.00011766028,0.0009645795,0.00047249236,0.0003658172,0.0004817309,0.00134904,0.0000108017475,0.0013324926,0.000006140229],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00036089736,0.0006272653,0.86467665,0.0005939572,0.00057363947,0.000051423278,0.020995788,0.023326134,0.012098928,0.007769649,0.0680224,0.00090324547],"study_design_scores_gemma":[0.0032860609,0.00018506798,0.89823514,0.00033836384,0.0008815476,0.000011721153,0.004230406,0.00083112397,0.010120872,0.00095737324,0.07998117,0.0009411205],"about_ca_topic_score_codex":0.8931601,"about_ca_topic_score_gemma":0.98690253,"teacher_disagreement_score":0.09374245,"about_ca_system_score_codex":0.011077963,"about_ca_system_score_gemma":0.011081045,"threshold_uncertainty_score":0.99993086},"labels":[],"label_agreement":null},{"id":"W6885113320","doi":"10.13140/rg.2.2.31373.92648","title":"Stage Ministere des Ressources Naturelles du Quebec 2004","year":2004,"lang":"fr","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stage (stratigraphy); Interspecific hybridization; Taxonomy (biology)","score_opus":0.012670154008380285,"score_gpt":0.259720428005109,"score_spread":0.24705027399672874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6885113320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88654846,0.0044621113,0.00038125325,0.0071191746,0.0007093532,0.000264543,0.00008535403,0.00005790751,0.10037183],"genre_scores_gemma":[0.7828226,0.0016320532,0.0021853663,0.001003619,0.00018765502,0.000007462292,0.000012648621,0.000032925374,0.21211565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978188,0.00010682453,0.00032456726,0.00046514196,0.00054495136,0.0007397117],"domain_scores_gemma":[0.99914294,0.000047749763,0.0001234338,0.00029592286,0.000004797074,0.00038515226],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020155335,0.00036461512,0.00026323326,0.000021834365,0.00068680657,0.00018828355,0.0003986896,0.0003004584,0.020936336],"category_scores_gemma":[0.000025167905,0.00033579735,0.00017135765,0.00020622215,0.0024125716,0.00082030083,0.00025896373,0.00031677337,0.004503441],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001851913,0.0066714357,0.6764348,0.00038170643,0.0004722264,0.0009663956,0.06820088,0.020645162,0.040118206,0.021323822,0.022054022,0.14254613],"study_design_scores_gemma":[0.0020276904,0.00043134153,0.5210194,0.00027290382,0.00009909262,0.00003808781,0.010662538,0.000038342812,0.016968304,0.00620809,0.44113335,0.0011008475],"about_ca_topic_score_codex":0.11168261,"about_ca_topic_score_gemma":0.08837586,"teacher_disagreement_score":0.41907933,"about_ca_system_score_codex":0.0015098827,"about_ca_system_score_gemma":0.00003305396,"threshold_uncertainty_score":0.9999094},"labels":[],"label_agreement":null},{"id":"W6901607089","doi":"10.60692/c19sf-37m76","title":"Consistency of impact assessment protocols for non-native species","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Consistency (knowledge bases); Protocol (science); Similarity (geometry); Quantitative assessment; Impact assessment","score_opus":0.033556166062404504,"score_gpt":0.2932807429041466,"score_spread":0.25972457684174205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901607089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92695165,9.205645e-8,0.004289293,0.000012045303,0.00010741539,0.009262064,0.000187152,0.000027541535,0.059162747],"genre_scores_gemma":[0.9968176,2.7429898e-8,0.000811518,0.000041388113,0.000016927854,0.0015827945,0.00001985298,0.000007744814,0.0007021329],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987671,0.000032811284,0.00047630642,0.00011945859,0.0003847561,0.0002195948],"domain_scores_gemma":[0.9992511,0.000011935419,0.0004071583,0.00023184781,0.000021042782,0.00007689209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028377326,0.00015620892,0.00026724034,0.00005037275,0.00008702699,0.000055588804,0.0001617638,0.00006815424,0.0007095329],"category_scores_gemma":[0.0000058665646,0.00011667782,0.00013826133,0.00011454987,0.00007468019,0.000818309,0.000092764465,0.000054430948,0.00059394597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003501663,0.000007991568,0.9826966,0.00015302568,0.000034428584,1.4758123e-7,0.016319513,0.00025291598,0.00015312243,0.00008373606,0.00013622362,0.00012726786],"study_design_scores_gemma":[0.0011519933,0.0002856015,0.98397267,0.00008412318,0.000012535704,0.000002218456,0.011071422,0.0014767718,0.0015231906,0.0000050471563,0.00025590163,0.00015852565],"about_ca_topic_score_codex":0.000022892678,"about_ca_topic_score_gemma":2.2495544e-7,"teacher_disagreement_score":0.069865964,"about_ca_system_score_codex":0.0005222891,"about_ca_system_score_gemma":0.00002457182,"threshold_uncertainty_score":0.7768888},"labels":[],"label_agreement":null},{"id":"W6902102206","doi":"10.6084/m9.figshare.21526559","title":"Lack of consideration of ecological connectivity in Canadian environmental impact assessment: Current practice and need for improvement","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Legislation; Impact assessment; Environmental impact statement; Rigour; National Environmental Policy Act","score_opus":0.04615487317243591,"score_gpt":0.35737592916504907,"score_spread":0.3112210559926132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902102206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94203323,0.000047203295,0.0000015181377,0.00012894375,0.000035633144,0.00083275215,0.05605255,0.0000039175084,0.00086422457],"genre_scores_gemma":[0.99401444,0.000006988329,0.00011068118,0.00013350512,0.000008052165,0.00026421956,0.0054415544,0.000008422684,0.000012152106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989325,0.00011078544,0.00023808809,0.00020784356,0.00025299413,0.00025783223],"domain_scores_gemma":[0.9993218,0.00023403541,0.00020396027,0.00009881035,0.0000030998497,0.00013824791],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023765414,0.000113807844,0.00018376668,0.000041967407,0.00014694846,0.000011386926,0.000094683055,0.00003895704,0.06582686],"category_scores_gemma":[0.0001891562,0.0001133569,0.0000572406,0.000080296086,0.000037854817,0.00023557429,0.00023981501,0.00014866458,0.00001031728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016471194,0.0029109984,0.9187924,0.00014212102,0.000090881265,0.000017595246,0.0019953968,0.004477395,0.02885696,0.00009501203,0.019789835,0.022666689],"study_design_scores_gemma":[0.00089646294,0.00082793017,0.9873416,0.000022545517,0.0000149072,0.000004210049,0.0008259802,0.0015804782,0.0007836111,0.0001734162,0.0073644547,0.00016439971],"about_ca_topic_score_codex":0.013221042,"about_ca_topic_score_gemma":0.008508689,"teacher_disagreement_score":0.0685492,"about_ca_system_score_codex":0.0012887731,"about_ca_system_score_gemma":0.00008267322,"threshold_uncertainty_score":0.99335},"labels":[],"label_agreement":null},{"id":"W6904863327","doi":"10.14288/1.0398282","title":"The Insignificance of Thresholds in Environmental Impact Assessment : An illustrative case study in Canada","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Insignificance; Environmental impact assessment; Variety (cybernetics); Impact assessment; Scale (ratio); Economic impact analysis; Environmental policy","score_opus":0.02341335024576127,"score_gpt":0.3286202179143574,"score_spread":0.30520686766859617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904863327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742009,0.000008881995,0.0000041181534,0.00005178896,0.00007500232,0.00080242846,0.00005820649,0.0000018811638,0.024796769],"genre_scores_gemma":[0.9954844,0.000022405815,0.00008618746,0.000033075663,0.0000062268873,0.00014103783,0.000008020741,0.000009705895,0.0042089457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847114,0.00033787178,0.0003225194,0.00028981303,0.00031469527,0.00026393027],"domain_scores_gemma":[0.99942076,0.000097217155,0.000092476774,0.00028201056,0.0000026704615,0.00010487893],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028505,0.00013576669,0.0001962929,0.000014659821,0.0009095239,0.00018725923,0.0002755178,0.000029859617,0.0015295375],"category_scores_gemma":[0.000009677631,0.00011004857,0.000031060692,0.0006907094,0.00012234539,0.00039083994,0.00034542102,0.00021433369,0.0000020015552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017860395,0.0014358602,0.9879008,6.0783316e-7,0.000027066217,0.001014697,0.0016731466,0.004704833,0.0010241623,0.0000019716406,0.0011296896,0.0010692823],"study_design_scores_gemma":[0.00078860024,0.00026359974,0.911592,0.0000045083602,0.0000091148,0.00010244182,0.08617645,0.00044491986,0.00018469713,0.000092552065,0.00019755338,0.00014354533],"about_ca_topic_score_codex":0.9841811,"about_ca_topic_score_gemma":0.99866176,"teacher_disagreement_score":0.0845033,"about_ca_system_score_codex":0.0041122534,"about_ca_system_score_gemma":0.0006570636,"threshold_uncertainty_score":0.9997108},"labels":[],"label_agreement":null},{"id":"W6920529093","doi":"10.60692/0cpwj-bm464","title":"Consistency of impact assessment protocols for non-native species","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Consistency (knowledge bases); Protocol (science); Similarity (geometry); Quantitative assessment; Impact assessment","score_opus":0.033556166062404504,"score_gpt":0.2932807429041466,"score_spread":0.25972457684174205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920529093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92695165,9.205645e-8,0.004289293,0.000012045303,0.00010741539,0.009262064,0.000187152,0.000027541535,0.059162747],"genre_scores_gemma":[0.9968176,2.7429898e-8,0.000811518,0.000041388113,0.000016927854,0.0015827945,0.00001985298,0.000007744814,0.0007021329],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987671,0.000032811284,0.00047630642,0.00011945859,0.0003847561,0.0002195948],"domain_scores_gemma":[0.9992511,0.000011935419,0.0004071583,0.00023184781,0.000021042782,0.00007689209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028377326,0.00015620892,0.00026724034,0.00005037275,0.00008702699,0.000055588804,0.0001617638,0.00006815424,0.0007095329],"category_scores_gemma":[0.0000058665646,0.00011667782,0.00013826133,0.00011454987,0.00007468019,0.000818309,0.000092764465,0.000054430948,0.00059394597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003501663,0.000007991568,0.9826966,0.00015302568,0.000034428584,1.4758123e-7,0.016319513,0.00025291598,0.00015312243,0.00008373606,0.00013622362,0.00012726786],"study_design_scores_gemma":[0.0011519933,0.0002856015,0.98397267,0.00008412318,0.000012535704,0.000002218456,0.011071422,0.0014767718,0.0015231906,0.0000050471563,0.00025590163,0.00015852565],"about_ca_topic_score_codex":0.000022892678,"about_ca_topic_score_gemma":2.2495544e-7,"teacher_disagreement_score":0.069865964,"about_ca_system_score_codex":0.0005222891,"about_ca_system_score_gemma":0.00002457182,"threshold_uncertainty_score":0.7768888},"labels":[],"label_agreement":null},{"id":"W6921166812","doi":"10.6093/2035-8504/8594","title":"The Canadian Environmental Assessment Act","year":2021,"lang":"en","type":"article","venue":"Università degli Studi di Napoli Federico II","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mirroring; Relation (database); Politics; Natural (archaeology); Process (computing); Linguistic analysis","score_opus":0.008748799748393708,"score_gpt":0.23383388357913157,"score_spread":0.22508508383073786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921166812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7271753,0.00012533493,0.000036738576,0.0021848343,0.00037082584,0.00025812257,0.00004513124,0.000040064097,0.26976365],"genre_scores_gemma":[0.9801285,0.00027813864,0.00023062262,0.00073300913,0.000065932945,0.000007225483,0.000044371245,0.000025242465,0.018486934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977333,0.00014234011,0.00020011839,0.00045259867,0.00065899664,0.0008126504],"domain_scores_gemma":[0.998914,0.00006896991,0.00009770725,0.00039983506,0.0000052453925,0.00051421946],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016656274,0.00028128544,0.00021076384,0.000033175664,0.0057248957,0.00016633183,0.00046041847,0.000116340765,0.0028184345],"category_scores_gemma":[0.000014381171,0.00024424205,0.00015355255,0.00027835657,0.0004912134,0.00035171516,0.0009926672,0.0003040285,0.00048872747],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024462375,0.00077240256,0.93397146,0.0000036416977,0.00035352938,0.0005901697,0.0028461122,0.00023460003,0.008368912,0.0019693966,0.023522822,0.027342496],"study_design_scores_gemma":[0.0006267232,0.00011210085,0.75975084,0.0000055148175,0.000058957776,0.000018342724,0.006776616,0.00009449197,0.0007545746,0.00016159963,0.2312538,0.0003864126],"about_ca_topic_score_codex":0.028804578,"about_ca_topic_score_gemma":0.14599541,"teacher_disagreement_score":0.25295323,"about_ca_system_score_codex":0.0039033089,"about_ca_system_score_gemma":0.00016586152,"threshold_uncertainty_score":0.99992055},"labels":[],"label_agreement":null},{"id":"W6923568833","doi":"10.14288/1.0401895","title":"\"Still water, who knows you?\" : counter-mapping traditional knowledge and ancestral values with Nak'azdli Whut'en","year":2021,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Subsistence agriculture; Traditional knowledge; Colonialism; Ethnography; Foregrounding; Resource (disambiguation)","score_opus":0.0126174040667016,"score_gpt":0.18894895758835648,"score_spread":0.1763315535216549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923568833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99084413,0.00011244069,0.0001308767,0.00010709695,0.00007059274,0.00011857749,0.0001344562,0.000025615827,0.00845624],"genre_scores_gemma":[0.9963021,0.0002184928,0.000597373,0.00004876666,0.000031960135,6.7770264e-7,0.0000490224,0.00001121366,0.0027403953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989159,0.00007264792,0.00009441702,0.00036915857,0.0002721224,0.0002757239],"domain_scores_gemma":[0.99962384,0.000026819192,0.0000514337,0.00012560516,0.000015222713,0.00015706044],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001150896,0.00006450195,0.0002146763,0.00001260929,0.00025137482,0.00008648219,0.00016593949,0.00007962105,0.0010742012],"category_scores_gemma":[0.0000042993206,0.00015497072,0.000060418075,0.00012572517,0.0005875933,0.00061497436,0.00020834878,0.0001246652,0.00004549261],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025224024,0.0010338487,0.7052441,0.00013774847,0.0001694504,0.00064995803,0.009577164,0.00007314654,0.010710817,0.0000052636597,0.004372853,0.26800042],"study_design_scores_gemma":[0.00078726845,0.00010316952,0.9931221,0.00011633999,0.00003018777,0.0000877715,0.0034024278,0.0001232722,0.000025156767,0.00029408745,0.0016965242,0.00021166899],"about_ca_topic_score_codex":0.012912915,"about_ca_topic_score_gemma":0.058267117,"teacher_disagreement_score":0.287878,"about_ca_system_score_codex":0.00019835598,"about_ca_system_score_gemma":0.000026748561,"threshold_uncertainty_score":0.99983895},"labels":[],"label_agreement":null},{"id":"W6923662545","doi":"10.14655/20080006","title":"Department for Social Development, Belfast City Centre Northside Urban Village, Draft Regeneration Framework. Health Impact Assessment Report","year":2008,"lang":"en","type":"report","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Redevelopment; Health impact assessment; Urban regeneration; Public health; Quarter (Canadian coin); City centre; Impact assessment; Urban area","score_opus":0.04243622390580492,"score_gpt":0.37085271417818033,"score_spread":0.3284164902723754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923662545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58201826,0.00084795285,0.08610847,0.0061109234,0.006984468,0.017174168,0.0022813636,0.0011025098,0.29737186],"genre_scores_gemma":[0.8271732,0.0022711132,0.06342758,0.0016142031,0.0029821626,0.0008188027,0.016434046,0.00042581846,0.08485311],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.991976,0.00024813483,0.0018205448,0.0014805818,0.0029886682,0.0014860706],"domain_scores_gemma":[0.9966168,0.00011448837,0.0018063901,0.00066233455,0.00007333692,0.00072669826],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017520887,0.0010690932,0.0013007621,0.00010968492,0.002246484,0.00016936548,0.00046674217,0.0008352871,0.003706487],"category_scores_gemma":[0.00013126306,0.0009615077,0.00073021965,0.00030964846,0.0002748409,0.00041634837,0.00054888846,0.0007557041,0.00011662289],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031699336,0.0010394715,0.543137,0.00010392507,0.0005188067,0.00015159382,0.0019880878,0.00012766672,0.00007775683,0.00002245523,0.4349247,0.017876841],"study_design_scores_gemma":[0.0005787622,0.00022990379,0.6076713,0.00008815547,0.00010115114,0.00016186688,0.0002239753,0.000048862923,0.0002888153,0.00013913908,0.38919136,0.0012767116],"about_ca_topic_score_codex":0.0034781534,"about_ca_topic_score_gemma":0.0038984064,"teacher_disagreement_score":0.24515489,"about_ca_system_score_codex":0.016954098,"about_ca_system_score_gemma":0.0026416185,"threshold_uncertainty_score":0.99928355},"labels":[],"label_agreement":null},{"id":"W6925209807","doi":"10.17605/osf.io/79rvk","title":"Healthcare Access and PrEP Uptake Among Immigrant Gay, Bisexual, and Other Men who Have Sex With Men (GBM) in Canada’s Three Largest Cities [Presentation]","year":2023,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Men who have sex with men; Human immunodeficiency virus (HIV); Health care; Ethnic group; Pandemic","score_opus":0.030636633709785036,"score_gpt":0.3025299070770528,"score_spread":0.27189327336726776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6925209807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82418466,0.0000019165452,0.000022596425,0.00066460593,0.000020556632,0.0007969968,0.000048477104,0.00004007214,0.17422014],"genre_scores_gemma":[0.94234186,0.00012482393,0.000055776934,0.0002702992,0.000019114097,0.00019410753,0.000016989845,0.000041752068,0.056935243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968288,0.00025100115,0.00039936366,0.001279865,0.0006267836,0.00061416475],"domain_scores_gemma":[0.9983922,0.00014907651,0.0001742857,0.0008637447,0.000008732486,0.00041195084],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012183484,0.00030447636,0.0003551272,0.00007821452,0.000280681,0.00016468823,0.00051749125,0.000109897504,0.030998709],"category_scores_gemma":[0.00012020449,0.00028357937,0.000029008426,0.00022533904,0.00040096886,0.0006071467,0.0016284251,0.00028508753,0.0056500407],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004844857,0.000055536635,0.9834509,0.00004935007,0.00005167187,0.000035977646,0.0036560323,0.0010234378,0.00034582673,0.000024254672,0.007134032,0.004124517],"study_design_scores_gemma":[0.00064632774,0.0000036979397,0.98864454,0.000047187237,0.000018763629,0.000007763899,0.0044986494,0.0031857572,0.000516209,0.00068725273,0.0014303725,0.000313488],"about_ca_topic_score_codex":0.9073932,"about_ca_topic_score_gemma":0.91459495,"teacher_disagreement_score":0.11815726,"about_ca_system_score_codex":0.00079018186,"about_ca_system_score_gemma":0.00017505474,"threshold_uncertainty_score":0.9999616},"labels":[],"label_agreement":null},{"id":"W6926108429","doi":"10.21233/gqxk-pc97","title":"Lake Ontario water chemistry dataset","year":2018,"lang":"en","type":"dataset","venue":"Neotoma Paleoecological Database","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Paleoecology; Water chemistry; Paleolimnology; Hydrology (agriculture); Biogeosciences; Raw data","score_opus":0.017203400787349974,"score_gpt":0.26888004372333696,"score_spread":0.25167664293598696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926108429","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046970647,0.000004667616,0.0000015048178,0.000065191074,0.00040876845,0.00052071596,0.95012444,0.000053377833,0.0018507026],"genre_scores_gemma":[0.00027758887,0.00005700205,0.00021623852,0.0015837905,0.00037479555,0.00014198656,0.9949549,0.000026494092,0.0023672273],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960794,0.00014553386,0.0005593308,0.0012394227,0.00087075453,0.001105546],"domain_scores_gemma":[0.99760145,0.00008030263,0.00019682558,0.0015279575,0.000005744315,0.000587694],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038807053,0.0007324253,0.0006202699,0.000025065981,0.0004095449,0.00012116122,0.0014154232,0.00074391504,0.4876045],"category_scores_gemma":[0.00006561683,0.0005077306,0.00017364175,0.00009950036,0.00097592716,0.00037289067,0.0030949311,0.0010604634,0.02896168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062482366,0.0006506912,0.0059628766,0.000034464152,0.000043035925,0.00051346887,0.0000194986,0.0000017211675,0.0005677221,5.7924854e-8,0.9920714,0.00007258205],"study_design_scores_gemma":[0.00048022447,0.00019741787,0.018397842,0.000019807807,0.0001212338,0.000033337285,0.000008277759,0.000001352001,0.00039977528,0.00002850272,0.9795726,0.00073966227],"about_ca_topic_score_codex":0.006233002,"about_ca_topic_score_gemma":0.3056589,"teacher_disagreement_score":0.4586428,"about_ca_system_score_codex":0.0007995221,"about_ca_system_score_gemma":0.00004565266,"threshold_uncertainty_score":0.99973744},"labels":[],"label_agreement":null},{"id":"W6926361683","doi":"10.25318/1310062701-fra","title":"Exposition à la fumée secondaire dans des véhicules et des lieux publics, selon le groupe d'âge et le sexe, population à domicile de non-fumeurs de 12 ans et plus, Canada, provinces, territoires, régions sociosanitaires (limites de juin 2003) et groupes de régions homologues","year":2020,"lang":"fr","type":"dataset","venue":"Statistics Canada Dissemination","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exposition (narrative); Population; Limiting; Research methodology","score_opus":0.008179726174937542,"score_gpt":0.24941791752080858,"score_spread":0.24123819134587104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926361683","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24416585,0.00025532913,0.020823054,0.0056848195,0.0002489368,0.0008761532,0.7275168,0.000062751606,0.00036635497],"genre_scores_gemma":[0.5215253,0.001254465,0.012881418,0.00095169956,0.000055508724,0.00014824302,0.46277872,0.00007853809,0.00032610627],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.995037,0.0014579241,0.00073439843,0.0007471644,0.00088577974,0.0011376942],"domain_scores_gemma":[0.9975644,0.00076187344,0.00057399814,0.00032243246,0.00007292948,0.0007043947],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007269298,0.0007324744,0.0005626666,0.0001072607,0.0017600161,0.00047326373,0.00058009266,0.00047197565,0.000094353156],"category_scores_gemma":[0.0007617734,0.000878983,0.00008603167,0.00036677098,0.00080214493,0.0011469786,0.00027274483,0.000893102,0.000005098315],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00003774557,0.00054524303,0.06972687,0.00045929785,0.0001528066,0.00035510527,0.009823059,0.0033404508,0.004629976,0.0040899343,0.90341055,0.003428974],"study_design_scores_gemma":[0.00060281757,0.00021582947,0.9564764,0.00053134933,0.00027664137,0.0001269333,0.015586631,0.0035110563,0.0010546497,0.0031124898,0.017432544,0.0010726678],"about_ca_topic_score_codex":0.9908785,"about_ca_topic_score_gemma":0.9996731,"teacher_disagreement_score":0.8867495,"about_ca_system_score_codex":0.011812137,"about_ca_system_score_gemma":0.0056717917,"threshold_uncertainty_score":0.99996513},"labels":[],"label_agreement":null},{"id":"W6929965236","doi":"10.5167/uzh-232497","title":"The role of non-English-language science in informing national biodiversity assessments","year":2023,"lang":"en","type":"article","venue":"Zurich Open Repository and Archive (University of Zurich)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Biodiversity conservation; Scientific literature; Conservation science; Quarter (Canadian coin); Scientific evidence; Sociology of scientific knowledge","score_opus":0.007114178865320441,"score_gpt":0.24550732397218472,"score_spread":0.23839314510686427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6929965236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9321412,0.000007801958,0.00002859906,0.000027029204,0.00005854718,0.0001884125,0.000021800346,0.000008078974,0.06751858],"genre_scores_gemma":[0.9984854,0.000054071646,0.00076467,0.000011604204,0.000006788998,4.5648179e-7,0.000007498261,0.0000023310158,0.00066720444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893105,0.000095675634,0.00011484828,0.00020560311,0.0004472418,0.00020559705],"domain_scores_gemma":[0.9994498,0.00018248637,0.00014355555,0.00012598008,0.000013546712,0.00008461814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092745497,0.00008037244,0.00012572379,0.00008917207,0.00085258123,0.000044108798,0.00072467525,0.000028450611,0.00003710109],"category_scores_gemma":[0.000029153234,0.000076894525,0.000034428263,0.0005473412,0.00091044756,0.0008907326,0.0017357902,0.00010385546,0.000019473722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070459886,0.00013118345,0.8997966,0.000010167571,0.000021815675,0.00002485734,0.01834841,0.00016846524,0.07492417,0.00016919804,0.0007882745,0.0055463775],"study_design_scores_gemma":[0.00039369968,0.00007732304,0.9598437,0.000016492697,0.000009405024,0.0000016437341,0.034825664,0.0009873048,0.0021028877,0.00054431224,0.0010919219,0.00010565427],"about_ca_topic_score_codex":0.0021603596,"about_ca_topic_score_gemma":0.00017848579,"teacher_disagreement_score":0.07282128,"about_ca_system_score_codex":0.00012247471,"about_ca_system_score_gemma":0.00005060738,"threshold_uncertainty_score":0.65574515},"labels":[],"label_agreement":null},{"id":"W6939125603","doi":"10.60692/wn4je-vaz83","title":"A Global review of cumulative effects assessments of disturbances on forest ecosystems","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; Canadian Forest Service; Dalhousie University; University of Saskatchewan; Natural Resources Canada; Queen's University; Ontario Forest Research Institute","funders":"","keywords":"Disturbance (geology); Context (archaeology); Baseline (sea); Cumulative effects; Forest management; Resource (disambiguation); Thematic map; Forest ecology; Ecosystem","score_opus":0.02046335085980359,"score_gpt":0.2678827558387488,"score_spread":0.24741940497894524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939125603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96992564,0.000029799794,0.00059602,0.000013324401,0.0003146076,0.0008115731,0.0003763884,0.000024968429,0.027907701],"genre_scores_gemma":[0.9995418,0.0000024297549,0.000051474268,0.00016473969,0.000009503109,0.00011873909,0.00003433706,0.000004534089,0.00007240246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981786,0.00017968648,0.000578019,0.000115298695,0.0007901093,0.0001582606],"domain_scores_gemma":[0.9990172,0.000012797778,0.0006827134,0.00021939089,0.0000091612355,0.00005876952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037500233,0.00013814223,0.0003138401,0.00003087061,0.0001289035,0.0000120801515,0.0002157235,0.000028092365,0.00021379867],"category_scores_gemma":[0.000010626365,0.000113330774,0.00010046663,0.00027699207,0.00005016679,0.0003842387,0.00021127913,0.00005686412,0.00010344583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035416822,0.000018579345,0.9907039,0.0028506496,0.000040592862,0.0000012589194,0.0040548416,0.001388794,0.000002570371,0.00013184735,0.00037638558,0.00039515755],"study_design_scores_gemma":[0.00094925356,0.00055757846,0.9888929,0.0020250494,0.00005539534,0.000008475519,0.0052060736,0.001174466,0.00018701612,0.00000903178,0.0007092157,0.0002255444],"about_ca_topic_score_codex":0.00009713059,"about_ca_topic_score_gemma":0.000001219619,"teacher_disagreement_score":0.029616224,"about_ca_system_score_codex":0.0006853463,"about_ca_system_score_gemma":0.000010523508,"threshold_uncertainty_score":0.46214947},"labels":[],"label_agreement":null},{"id":"W6957638015","doi":"10.60566/gdt6y-g6749","title":"Guidance Document On Good Practices For Designing, Implementing, And Evaluating Capacity Development Interventions In GEOGLAM","year":2024,"lang":"en","type":"article","venue":"GEO Knowledge Hub","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Scope (computer science); Stakeholder; Psychological intervention; Perspective (graphical); Section (typography); Key (lock); Target audience","score_opus":0.11377110646435286,"score_gpt":0.4266533131086753,"score_spread":0.3128822066443225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957638015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784031,0.0007712395,0.0014829913,0.00018298086,0.00030170986,0.000832843,0.000011122541,0.00005878448,0.017955258],"genre_scores_gemma":[0.977967,0.000025167157,0.015381876,0.00009531636,0.00007439625,0.00039539338,0.000014483472,0.000025395582,0.00602095],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99829245,0.00013861216,0.00041104978,0.0004535392,0.00024815366,0.00045619466],"domain_scores_gemma":[0.99936944,0.00022247457,0.00017414638,0.00012973275,0.0000063013085,0.00009790939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019351288,0.0001927991,0.00016271623,0.00006277772,0.00031299517,0.00017503512,0.00015444569,0.000058123245,0.0008249001],"category_scores_gemma":[0.0001601486,0.00018126564,0.000081593294,0.00015635847,0.0000849695,0.00051740446,0.0003088355,0.00016204304,0.00031495787],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000748588,0.0016889834,0.31555086,0.0011507798,0.00028354177,0.000019230305,0.028579567,0.00023631088,0.02281217,0.003719,0.007246288,0.6186384],"study_design_scores_gemma":[0.002450864,0.0013072664,0.5423885,0.0019604648,0.00018313965,0.0000128638385,0.0025983157,0.004553194,0.014035508,0.006764583,0.42248157,0.0012637448],"about_ca_topic_score_codex":0.00022150534,"about_ca_topic_score_gemma":0.0011398422,"teacher_disagreement_score":0.61737466,"about_ca_system_score_codex":0.0006018961,"about_ca_system_score_gemma":0.000031501637,"threshold_uncertainty_score":0.9032078},"labels":[],"label_agreement":null},{"id":"W6958200912","doi":"10.60692/zap5k-0nx66","title":"A Global review of cumulative effects assessments of disturbances on forest ecosystems","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; Canadian Forest Service; Dalhousie University; University of Saskatchewan; Natural Resources Canada; Queen's University; Ontario Forest Research Institute","funders":"","keywords":"Disturbance (geology); Context (archaeology); Baseline (sea); Cumulative effects; Forest management; Resource (disambiguation); Thematic map; Forest ecology; Ecosystem","score_opus":0.02046335085980359,"score_gpt":0.2678827558387488,"score_spread":0.24741940497894524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958200912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96992564,0.000029799794,0.00059602,0.000013324401,0.0003146076,0.0008115731,0.0003763884,0.000024968429,0.027907701],"genre_scores_gemma":[0.9995418,0.0000024297549,0.000051474268,0.00016473969,0.000009503109,0.00011873909,0.00003433706,0.000004534089,0.00007240246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981786,0.00017968648,0.000578019,0.000115298695,0.0007901093,0.0001582606],"domain_scores_gemma":[0.9990172,0.000012797778,0.0006827134,0.00021939089,0.0000091612355,0.00005876952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037500233,0.00013814223,0.0003138401,0.00003087061,0.0001289035,0.0000120801515,0.0002157235,0.000028092365,0.00021379867],"category_scores_gemma":[0.000010626365,0.000113330774,0.00010046663,0.00027699207,0.00005016679,0.0003842387,0.00021127913,0.00005686412,0.00010344583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035416822,0.000018579345,0.9907039,0.0028506496,0.000040592862,0.0000012589194,0.0040548416,0.001388794,0.000002570371,0.00013184735,0.00037638558,0.00039515755],"study_design_scores_gemma":[0.00094925356,0.00055757846,0.9888929,0.0020250494,0.00005539534,0.000008475519,0.0052060736,0.001174466,0.00018701612,0.00000903178,0.0007092157,0.0002255444],"about_ca_topic_score_codex":0.00009713059,"about_ca_topic_score_gemma":0.000001219619,"teacher_disagreement_score":0.029616224,"about_ca_system_score_codex":0.0006853463,"about_ca_system_score_gemma":0.000010523508,"threshold_uncertainty_score":0.46214947},"labels":[],"label_agreement":null},{"id":"W6967045884","doi":"10.5066/p9htatky","title":"Database of mineral deposits related to the Mesoproterozoic Midcontinent Rift System (MRS) in the northern United States and northern Ontario, Canada","year":2024,"lang":"en","type":"dataset","venue":"USGS DOI Tool Production Environment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mineral resource classification; Rift; Mineral; Geological survey; Mineral exploration; Rift zone; Hydrothermal circulation","score_opus":0.006089484169339837,"score_gpt":0.20475032855463765,"score_spread":0.19866084438529782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967045884","genre_codex":"empirical","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84782183,0.00018862929,0.0000023370058,0.0022967583,0.0005684729,0.0019443572,0.14711966,0.000014098844,0.000043835],"genre_scores_gemma":[0.31502786,0.0006417603,0.00011074089,0.0010009446,0.00029429962,0.00080411625,0.6785295,0.00011915342,0.0034716087],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963324,0.0003447455,0.00076576456,0.00088810787,0.0011894562,0.00047952088],"domain_scores_gemma":[0.9984286,0.000049969323,0.00032429278,0.001059015,0.0000050739145,0.00013308779],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00074549014,0.0005305731,0.00040992018,0.0000907111,0.00025675213,0.00007361752,0.0006373521,0.00015349106,0.00044061276],"category_scores_gemma":[0.000024628978,0.00034182638,0.00008266136,0.0003336416,0.00025189502,0.0001570541,0.0006087189,0.0007497283,0.00041950453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076659395,0.00045523085,0.086453766,0.0002767264,0.00022408634,0.00012394517,0.0044253175,0.022457566,0.00047253486,0.0000018074002,0.8841794,0.00085294014],"study_design_scores_gemma":[0.00032567943,0.00015501684,0.12110798,0.00021302378,0.000271103,0.000053518295,0.0022889695,0.0000621153,0.000110944035,0.0000102298945,0.874847,0.0005544275],"about_ca_topic_score_codex":0.8861801,"about_ca_topic_score_gemma":0.98673147,"teacher_disagreement_score":0.532794,"about_ca_system_score_codex":0.002666928,"about_ca_system_score_gemma":0.00007412945,"threshold_uncertainty_score":0.9999034},"labels":[],"label_agreement":null},{"id":"W6976612785","doi":"10.6068/dp14ba8d9ca6080","title":"Most Recent Data (2012). Statistics Canada. CANSIM: Information and Communications Technology - Business and Government Internet Use | Country: Canada | Table: Survey of digital technology and Internet use, main benefits of Information and Communication Technology | Variable: Reduced transaction times, Food, beverage and tobacco wholesaler-distributors, Total, all enterprises | Units: %, 2012. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 075-001-125.","year":2015,"lang":"en","type":"other","venue":"Data Planet","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business statistics; The Internet; Economic statistics; Official statistics; Government (linguistics); Information and Communications Technology; Information technology; Descriptive statistics; Database transaction; Social statistics","score_opus":0.021654681820309576,"score_gpt":0.23146801742249756,"score_spread":0.20981333560218798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976612785","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006950432,0.001279612,0.00012069693,0.000033514,0.000057404144,0.0005163086,0.99717283,0.000024763649,0.00009979547],"genre_scores_gemma":[0.0064547095,0.010995564,0.00044147647,0.000053416486,0.0000028937707,0.000010257568,0.9818965,0.000029356532,0.00011578339],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981311,0.00012491347,0.0007027756,0.00036968922,0.00040550128,0.0002660265],"domain_scores_gemma":[0.9970401,0.00025660987,0.000749305,0.0017413737,0.00006818147,0.0001444123],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033529114,0.00032621523,0.0004764218,0.00010703028,0.000080815975,0.00020686834,0.0010647897,0.00040939785,0.000108582106],"category_scores_gemma":[0.00023753707,0.0003322771,8.518986e-8,0.00042993424,0.0008348033,0.002517436,0.0028329005,0.00038070307,0.0000012657349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005179468,0.000055816134,0.0038413096,0.000105915,0.00012688077,0.0000014353748,0.0000064475703,0.0000048067745,0.000009049816,0.0002141763,0.99222594,0.0033564067],"study_design_scores_gemma":[0.00056293764,0.0001017445,0.0017664254,0.00005351334,0.00011507013,0.000080059624,0.00033079626,0.00094777,4.2636728e-7,0.0000011679665,0.99574715,0.00029294938],"about_ca_topic_score_codex":0.98311204,"about_ca_topic_score_gemma":0.9674945,"teacher_disagreement_score":0.015617522,"about_ca_system_score_codex":0.00026204385,"about_ca_system_score_gemma":0.00068582705,"threshold_uncertainty_score":0.9999129},"labels":[],"label_agreement":null},{"id":"W6981990622","doi":"","title":"A giant pterosaur (reptilla: archosauria) from the Judith River (Oldman) Formation of Alberta","year":2009,"lang":"en","type":"other","venue":"reroDoc Digital Library","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Ectotherm; Shore; Feature (linguistics)","score_opus":0.007312668243898025,"score_gpt":0.20124817748831297,"score_spread":0.19393550924441494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981990622","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024698874,0.00021967717,0.00004285183,0.00062417914,0.00015905368,0.00051342766,0.0013238542,0.00010678106,0.9723113],"genre_scores_gemma":[0.2599088,0.000708904,0.0008905646,0.0016268542,0.00060224143,0.000024252155,0.0027199923,0.00047296044,0.73304546],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984149,0.00005697638,0.000332986,0.00036635416,0.0005047399,0.0003240815],"domain_scores_gemma":[0.99889827,0.00009194533,0.00036432943,0.00050979084,8.4307834e-7,0.0001348517],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000034940986,0.00034449206,0.00034913368,0.00003505504,0.00006408906,0.00014693233,0.00059303234,0.00020513458,0.007090227],"category_scores_gemma":[0.000014145183,0.0002444513,0.00018809937,0.00014575451,0.00037683046,0.001238065,0.00048738313,0.00019679853,0.001717072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030835115,0.00024995516,0.016535787,0.000019210605,0.00007985906,0.000013271225,0.0006989366,0.000008599569,0.00017277205,0.000087756285,0.9395504,0.042552598],"study_design_scores_gemma":[0.00039788807,0.0001220628,0.10354644,0.00023919104,0.000042681244,0.000003910957,0.000084247935,0.00002519769,0.00027989707,0.0022403812,0.89255416,0.0004639504],"about_ca_topic_score_codex":0.0009899992,"about_ca_topic_score_gemma":0.00014452428,"teacher_disagreement_score":0.23926587,"about_ca_system_score_codex":0.000069193666,"about_ca_system_score_gemma":0.000012944592,"threshold_uncertainty_score":0.9990602},"labels":[],"label_agreement":null},{"id":"W6982934556","doi":"","title":"La institucionalizaciÃ³n de la evaluaciÃ³n del impacto en la salud en Quebec: Â¿un modelo factible en EspaÃ±a?","year":2011,"lang":"es","type":"article","venue":"Scientific Electronic library online (Sciences Carlos III Health Institute)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Primary health care; Context (archaeology); Healthcare system; Health services; Poison control","score_opus":0.022369950915923566,"score_gpt":0.3228025973002263,"score_spread":0.3004326463843027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982934556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96221334,0.002226803,0.001007476,0.0025895187,0.0013048534,0.0010754796,0.000526957,0.0003080615,0.028747506],"genre_scores_gemma":[0.9808243,0.0050027627,0.005662442,0.0013211786,0.00037302828,0.00007140657,0.00030663307,0.00010385661,0.006334401],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9873615,0.003535069,0.0013398458,0.002201836,0.002309507,0.0032522778],"domain_scores_gemma":[0.99615675,0.0006875452,0.00069868023,0.0009902982,0.000019695195,0.0014470362],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.007043986,0.001047674,0.0009665178,0.00057261775,0.0027339156,0.0013197333,0.0030259166,0.000861735,0.0032982717],"category_scores_gemma":[0.00016579268,0.000957474,0.00041717372,0.0022772914,0.006846478,0.0081661055,0.0014769237,0.002107348,0.00024007804],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008130862,0.0127667915,0.27291626,0.0012801215,0.0007896814,0.0004878539,0.11077914,0.015414076,0.014771332,0.28109473,0.0076136226,0.28127328],"study_design_scores_gemma":[0.0063306657,0.003164834,0.3927171,0.0017415483,0.0005027545,0.0008831469,0.011790323,0.034831636,0.010837812,0.051228844,0.4802829,0.005688428],"about_ca_topic_score_codex":0.012619372,"about_ca_topic_score_gemma":0.0027979852,"teacher_disagreement_score":0.47266927,"about_ca_system_score_codex":0.0033461347,"about_ca_system_score_gemma":0.009774341,"threshold_uncertainty_score":0.999717},"labels":[],"label_agreement":null},{"id":"W6983555713","doi":"","title":"Milestones at NRC's HIA (2006 Spring)","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"","score_opus":0.00649635578269171,"score_gpt":0.22526898763395925,"score_spread":0.21877263185126755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983555713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74427444,0.000012585336,0.000028449876,0.0001876576,0.00009848793,0.00007526508,0.0000062687814,0.000036908117,0.25527996],"genre_scores_gemma":[0.98031247,0.0000110354995,0.0019188205,0.000250569,0.00009444377,0.000010534846,0.0000062495014,0.000016267722,0.017379602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988756,0.00002441042,0.0001371817,0.0002192018,0.00042801796,0.00031557985],"domain_scores_gemma":[0.99967265,0.000014885775,0.000047823574,0.00017379267,0.0000016372423,0.00008922661],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010073215,0.00012673567,0.000106021515,0.000011928439,0.00019175796,0.00001982312,0.00015271785,0.000058459205,0.011203859],"category_scores_gemma":[0.0000055677697,0.00011754482,0.0000574435,0.000083167084,0.00018399865,0.00015046033,0.00022935041,0.00006918105,0.0036397525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005606451,0.00011628144,0.7967364,0.0000019558636,0.0000037524342,0.000011381661,0.00004968735,0.000085313084,0.1788177,0.0003017772,0.022020418,0.0018496753],"study_design_scores_gemma":[0.00020734218,0.000026573098,0.9183785,0.0000031287686,0.00000819566,0.0000034486295,0.000018459834,0.000039092025,0.0098810885,0.0033721982,0.06788982,0.00017215699],"about_ca_topic_score_codex":0.0012470522,"about_ca_topic_score_gemma":0.00044707698,"teacher_disagreement_score":0.23790036,"about_ca_system_score_codex":0.0005646734,"about_ca_system_score_gemma":0.0000037136347,"threshold_uncertainty_score":0.99713606},"labels":[],"label_agreement":null},{"id":"W6985192764","doi":"","title":"9781000481945.pdf","year":2021,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Fund for Agricultural Development; Comisión Nacional de Áreas Naturales Protegidas; Consortium of International Agricultural Research Centers; Advanced Research Projects Agency; United Nations Development Programme; International Development Research Centre; Global Environment Facility; African Development Bank Group; National Aeronautics and Space Administration","keywords":"Variety (cybernetics); General partnership; Agency (philosophy); Sustainable development; Accountability; International development","score_opus":0.012540749707652775,"score_gpt":0.2700026837057885,"score_spread":0.2574619339981357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6985192764","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00050019927,0.0000034698446,0.000117077005,0.00065119995,0.00069824426,0.00052969216,1.9414774e-8,0.00008011978,0.99741995],"genre_scores_gemma":[0.003453016,0.00021357524,0.00064979633,0.0012115161,0.00040847718,0.000082649625,0.0005122621,0.00030021073,0.9931685],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785066,0.00016497153,0.00028780295,0.0005500363,0.0007124589,0.0004340514],"domain_scores_gemma":[0.9988069,0.000058331803,0.00029378166,0.0006823638,0.0000038070445,0.00015481758],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021498362,0.00039394567,0.00033757993,0.00003919414,0.0003364253,0.00020860169,0.0007074539,0.00021549335,0.99143547],"category_scores_gemma":[0.000025516942,0.00031170293,0.00017594715,0.00027794047,0.00039389444,0.00018194916,0.00061535224,0.00033373563,0.9632411],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035851695,0.00011698721,0.0057707345,0.0000127328385,0.00009821114,0.0000144706155,0.00009703945,0.000009946823,0.00038899793,0.00009208048,0.010602037,0.98279315],"study_design_scores_gemma":[0.0002430936,0.000024072104,0.0135417115,0.000051204144,0.00006578911,0.000008726254,0.00011964548,0.000012261486,0.00004271608,0.0003649526,0.9851364,0.0003894589],"about_ca_topic_score_codex":0.0016927862,"about_ca_topic_score_gemma":0.000856522,"teacher_disagreement_score":0.9824037,"about_ca_system_score_codex":0.00042909096,"about_ca_system_score_gemma":0.000039310267,"threshold_uncertainty_score":0.9999335},"labels":[],"label_agreement":null},{"id":"W6989529476","doi":"","title":"Blev det som det var tänkt? : En internationell kunskapsöversikt om miljöuppföljning av väg- och järnvägsprojekt","year":2003,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Baseline (sea); Investment (military); Environmental change; Adaptive management; Order (exchange); Environmental issue","score_opus":0.014088493171532756,"score_gpt":0.2643232772700726,"score_spread":0.25023478409853983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989529476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89946485,0.00015185247,0.015674887,0.0042234673,0.00090042374,0.0011396086,0.00063068484,0.0005434697,0.07727076],"genre_scores_gemma":[0.9679291,0.00014086196,0.026787404,0.0004976786,0.000051897456,0.0001150788,0.00084373413,0.00004099912,0.0035932343],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99718255,0.00009552128,0.0006617116,0.0007738715,0.00067548524,0.00061083696],"domain_scores_gemma":[0.99816936,0.00003950669,0.00046321118,0.0010464308,0.00005304713,0.0002284708],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00062525395,0.0003750442,0.00036216874,0.00038377094,0.00037706585,0.00008721021,0.0012131752,0.0003487726,0.0024261437],"category_scores_gemma":[0.00067441503,0.00038272518,0.000120667275,0.0010134035,0.000819692,0.0015672569,0.00090618135,0.0004954874,0.0007101144],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010973016,0.0038627358,0.7182013,0.0001705445,0.00046823392,0.00008356627,0.0012312563,0.0029388128,0.0700326,0.06455476,0.07488829,0.0634582],"study_design_scores_gemma":[0.0023292156,0.00023048415,0.03301423,0.00011786764,0.0001707106,0.000030682007,0.0010944756,0.0022076848,0.06967662,0.0018308349,0.8881389,0.0011583004],"about_ca_topic_score_codex":0.00067042874,"about_ca_topic_score_gemma":0.00017351417,"teacher_disagreement_score":0.8132506,"about_ca_system_score_codex":0.00057494064,"about_ca_system_score_gemma":0.000078608806,"threshold_uncertainty_score":0.9998625},"labels":[],"label_agreement":null},{"id":"W6990222419","doi":"","title":"Cumulative Effects Assessment and Collaborative Governance of Wildlife in Eeyou Istchee, Northern Quebec, Canada","year":2021,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McGill University","keywords":"Corporate governance; Collaborative governance; Cumulative effects; Wildlife; Wildlife management","score_opus":0.005715011263529868,"score_gpt":0.24517038260006613,"score_spread":0.23945537133653627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990222419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95212775,0.0002470123,6.1420046e-8,0.000033078013,0.00046924784,0.0007687497,0.0008572159,0.000017238866,0.04547965],"genre_scores_gemma":[0.9910248,0.0003949924,0.00029048254,0.00030039056,0.000014353193,0.00010539705,0.0004978711,0.00008908938,0.0072826394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99594176,0.0004916167,0.00076531497,0.0009261646,0.0012971645,0.0005780082],"domain_scores_gemma":[0.9981346,0.00029000686,0.00081449485,0.00039880222,0.00005362288,0.00030843914],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034331318,0.00066321,0.00091197825,0.00005076884,0.00040338835,0.000044884488,0.00037469805,0.00041602727,0.00041374963],"category_scores_gemma":[0.00021078225,0.00071032334,0.0001215686,0.0006552652,0.00016311262,0.0006534921,0.00027101798,0.00093132904,0.000016651631],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008336069,0.0036308276,0.53473246,0.0023986713,0.0017302907,0.0017891079,0.0011657575,0.002507844,0.17281337,0.012725833,0.00028304715,0.2653892],"study_design_scores_gemma":[0.0012572252,0.000127109,0.97213084,0.00056025456,0.000114165145,0.000002339467,0.0021070326,0.00002587551,0.016475784,0.0011152371,0.005122427,0.0009617356],"about_ca_topic_score_codex":0.7018916,"about_ca_topic_score_gemma":0.9921204,"teacher_disagreement_score":0.43739837,"about_ca_system_score_codex":0.006235816,"about_ca_system_score_gemma":0.00031973916,"threshold_uncertainty_score":0.9995348},"labels":[],"label_agreement":null},{"id":"W6990693139","doi":"","title":"Ecological Restoration on the Oak Ridges Moraine: in the context of provincial policies in the GTA","year":2018,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Context (archaeology); Moraine; Government (linguistics); Work (physics); Conceptual framework; Plan (archaeology); Natural (archaeology)","score_opus":0.010112267243573636,"score_gpt":0.2234476324032432,"score_spread":0.21333536515966955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990693139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9214221,0.0000025574154,4.4048764e-7,0.034250405,0.000078820936,0.00067495333,0.000049969763,0.000012916799,0.043507785],"genre_scores_gemma":[0.9855349,0.00008153144,0.000020983156,0.0012627507,0.000060098453,0.0000058262444,0.0001906277,0.000011791852,0.012831484],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99832743,0.0005525318,0.00016094837,0.00024718328,0.00047183994,0.0002400777],"domain_scores_gemma":[0.9991875,0.00026489035,0.00021590396,0.00029487215,0.000003449876,0.00003337141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022110254,0.00020981595,0.00020102275,0.00007588283,0.00026745687,0.000056588502,0.0009190171,0.00021662822,0.00049271266],"category_scores_gemma":[0.000047779697,0.00012038289,0.00009325593,0.0004210183,0.00039252287,0.000531656,0.00013751422,0.00042629286,0.00006529672],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009833227,0.0020526838,0.31071225,0.00006424394,0.00006392458,0.00014938423,0.09673709,0.00010330088,0.00028989933,0.018549634,0.56892544,0.001368816],"study_design_scores_gemma":[0.00023888306,0.0002954117,0.9093748,0.000033412365,0.000019530195,1.0424875e-7,0.06639859,0.000002992688,0.00038593926,0.00047090003,0.02261682,0.0001626579],"about_ca_topic_score_codex":0.014617141,"about_ca_topic_score_gemma":0.0069847647,"teacher_disagreement_score":0.5986625,"about_ca_system_score_codex":0.00022663406,"about_ca_system_score_gemma":0.00005020513,"threshold_uncertainty_score":0.9919446},"labels":[],"label_agreement":null},{"id":"W6990950256","doi":"","title":"Evaluating the groundwater management capacity of conservation authorities","year":2000,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Groundwater; Agency (philosophy); Groundwater resources; Local government; Watershed; Government (linguistics); Water resources","score_opus":0.03693665862348145,"score_gpt":0.27614813966587565,"score_spread":0.2392114810423942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990950256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679647,0.00002809266,0.000016445398,0.00029300508,0.00013099439,0.0003420027,0.00001691979,0.000010262419,0.03119759],"genre_scores_gemma":[0.9710514,0.00015867168,0.0004113896,0.000044433582,0.000018737905,8.2548706e-7,0.00009061859,0.000009681393,0.028214255],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988118,0.00016768843,0.00015731841,0.00016945507,0.0005339839,0.00015979061],"domain_scores_gemma":[0.9993375,0.000057960406,0.00028915296,0.00027750453,0.00000927729,0.000028623546],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043901644,0.00014078057,0.0001894533,0.000027195309,0.00042906808,0.000011575445,0.00052281824,0.00010098613,0.0022320568],"category_scores_gemma":[0.000004325558,0.000108087435,0.0001383921,0.00014840592,0.00039775943,0.0001831751,0.00012634207,0.00016874952,0.0000858597],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046731355,0.001890716,0.05961583,0.0018049189,0.0025442198,0.00004062927,0.24529883,0.004233682,0.5151959,0.006064832,0.021329423,0.1373079],"study_design_scores_gemma":[0.00029871223,0.00014339757,0.9677652,0.00005085594,0.00032218816,7.751451e-7,0.027813077,0.00020694081,0.0003010041,0.0016845792,0.0012562152,0.00015705514],"about_ca_topic_score_codex":0.006502281,"about_ca_topic_score_gemma":0.0010481616,"teacher_disagreement_score":0.90814936,"about_ca_system_score_codex":0.00016968376,"about_ca_system_score_gemma":0.000010586861,"threshold_uncertainty_score":0.99868006},"labels":[],"label_agreement":null},{"id":"W6992197786","doi":"","title":"La participation des peuples autochtones à l’évaluation d’impact au Canada : au-delà du consentement, une conception de l’autorité décisionnelle","year":2021,"lang":"fr","type":"other","venue":"Open MIND","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Democracy; Context (archaeology); Social justice","score_opus":0.06982890087996982,"score_gpt":0.3643603469545224,"score_spread":0.2945314460745526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992197786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6949173,0.00009515044,0.00036633408,0.00056524493,0.00042181744,0.00070136064,0.000150748,0.0000023225825,0.3027797],"genre_scores_gemma":[0.86246866,0.00024301102,0.001899289,0.000072047245,0.0003388132,0.00007115263,0.0003506485,0.00007718575,0.1344792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965091,0.00088995317,0.0005327765,0.00062296033,0.00071264064,0.00073259376],"domain_scores_gemma":[0.99854505,0.00025694282,0.00043405467,0.0003325468,0.000018683066,0.0004127124],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009123358,0.00046710056,0.00047607961,0.000038122987,0.0006485575,0.0002633828,0.0004597163,0.00032848876,0.21747936],"category_scores_gemma":[0.00016609448,0.00046021456,0.00013693927,0.00027394656,0.0008965276,0.00038112726,0.0004662382,0.0002435711,0.0006916834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005725943,0.00081317424,0.6330137,0.00005074077,0.0002897935,0.000099450226,0.018554967,0.009730544,0.0092320675,0.0000852087,0.0065015466,0.32157153],"study_design_scores_gemma":[0.0010103064,0.00015331092,0.82894784,0.00044391537,0.00023999107,0.00001767165,0.008866556,0.0029150343,0.0012604774,0.00014138946,0.15538953,0.00061398157],"about_ca_topic_score_codex":0.940978,"about_ca_topic_score_gemma":0.9609778,"teacher_disagreement_score":0.32095754,"about_ca_system_score_codex":0.007818356,"about_ca_system_score_gemma":0.0020645955,"threshold_uncertainty_score":0.99978495},"labels":[],"label_agreement":null},{"id":"W6994428445","doi":"","title":"Saving the Land","year":2015,"lang":"en","type":"article","venue":"Issue Lab (Candid)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; TSG101; Articular cartilage damage; Proteogenomics; Hyporeflexia; Gestational period","score_opus":0.019166718433154654,"score_gpt":0.27537930401252847,"score_spread":0.2562125855793738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6994428445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85056484,0.00008947649,0.000028131893,0.0018273009,0.00021746657,0.00013715289,0.00000606842,0.00003607863,0.14709347],"genre_scores_gemma":[0.9887357,0.00001926689,0.00013423523,0.000937201,0.00016946672,0.000009196988,0.000004562104,0.000012770024,0.009977644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991282,0.0000561123,0.00010065574,0.00014968615,0.00032395386,0.0002413407],"domain_scores_gemma":[0.9995848,0.000025225505,0.000040704497,0.0001937634,0.0000017489627,0.00015374855],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021812964,0.00010094453,0.00009268352,0.000006581872,0.00015431915,0.00004646347,0.0002252737,0.00004391322,0.002475941],"category_scores_gemma":[0.000022283144,0.00006590764,0.00003083551,0.000105149804,0.00015389893,0.00016795783,0.00020165136,0.00010301146,0.0028630574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000122685415,0.000071408256,0.92723614,0.0000018043772,0.000013705085,0.000013486654,0.0026925798,0.00019085451,0.0009259984,0.000041238072,0.061512314,0.0072882203],"study_design_scores_gemma":[0.0006275225,0.000091106696,0.52433,0.00000799259,0.000020658177,0.000008189712,0.0009245828,0.00014878834,0.0006342291,0.001635728,0.47134516,0.00022601994],"about_ca_topic_score_codex":0.002398036,"about_ca_topic_score_gemma":0.00057262054,"teacher_disagreement_score":0.40983286,"about_ca_system_score_codex":0.00018082364,"about_ca_system_score_gemma":0.000006804611,"threshold_uncertainty_score":0.9984359},"labels":[],"label_agreement":null},{"id":"W6996568406","doi":"","title":"Soft path approach as a water management strategy: a case study in Thunder Bay, Ontario / by Allison Buonocore","year":2017,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thunder; Work (physics); Population; Process (computing); Government (linguistics)","score_opus":0.031117074929923418,"score_gpt":0.2736195305978429,"score_spread":0.24250245566791948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996568406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5767089,0.000031954492,0.000008725888,0.000007695625,0.00013445027,0.00092776545,0.000016001919,0.000029039888,0.42213547],"genre_scores_gemma":[0.74105746,0.0000026239884,0.000011481604,0.0000025010427,0.00001558703,0.000021313948,0.0004978894,0.000041790045,0.25834936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741554,0.00024852232,0.00032682656,0.0009108817,0.00040422223,0.0006940163],"domain_scores_gemma":[0.998723,0.000019696441,0.00019229666,0.00076489267,0.0000112406515,0.00028887985],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023485709,0.00061089493,0.00056318735,0.0002249228,0.000860006,0.00017701605,0.000984585,0.00038711363,0.0012992085],"category_scores_gemma":[0.0000028194092,0.0005891458,0.0001848284,0.00021338511,0.0001829351,0.00057431636,0.0005109396,0.0007906556,0.0004936518],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045401376,0.012757177,0.8734043,0.00021028132,0.000612187,0.014656751,0.06893946,0.000095788964,0.00018956789,0.00020737386,0.005663184,0.02280989],"study_design_scores_gemma":[0.0064038998,0.0013954336,0.7400879,0.00026953057,0.0009356856,0.00013791664,0.1195177,0.000051248488,0.00010155034,0.00042738678,0.12803948,0.002632262],"about_ca_topic_score_codex":0.06675133,"about_ca_topic_score_gemma":0.97376794,"teacher_disagreement_score":0.90701663,"about_ca_system_score_codex":0.0027997778,"about_ca_system_score_gemma":0.00007628323,"threshold_uncertainty_score":0.999656},"labels":[],"label_agreement":null},{"id":"W6996637975","doi":"","title":"Special issue on 25 years of EIA in the EU (editorial)","year":2012,"lang":"en","type":"article","venue":"Utrecht University Repository (Utrecht University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Directive; Member states; Quality (philosophy); European union; Quarter (Canadian coin); Resource (disambiguation); Diversity (politics); European community","score_opus":0.007474662936723111,"score_gpt":0.1950511051772784,"score_spread":0.18757644224055528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996637975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5155891,0.0000040189343,0.0000037749144,0.0001257142,0.004673516,0.00019071532,0.000010675149,0.000023530287,0.47937894],"genre_scores_gemma":[0.95392513,0.000054597545,0.00013320285,0.00010075746,0.009624366,1.7127604e-7,0.000008619182,0.0000140461725,0.036139097],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826074,0.00035225775,0.00014413729,0.00027624142,0.0005732856,0.000393325],"domain_scores_gemma":[0.99917555,0.00015903206,0.00015354402,0.00034284283,0.000007002442,0.00016204083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029735506,0.00017907108,0.00021816991,0.00015598674,0.00025618987,0.000013385243,0.00068145257,0.00020729737,0.0007912516],"category_scores_gemma":[0.000016588507,0.0001876288,0.00013622588,0.00065921573,0.00035304084,0.00057044876,0.00027100617,0.00033590218,0.00023334075],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079379906,0.003988801,0.5340293,0.000034144567,0.00021941219,0.0009980721,0.023904221,0.00028374675,0.006122598,0.0049580904,0.39685345,0.02781436],"study_design_scores_gemma":[0.00070631766,0.00012355414,0.13813487,0.000017625021,0.00005755257,0.000005294755,0.00622734,0.0000024723,0.0007555831,0.000015425972,0.8537503,0.00020367857],"about_ca_topic_score_codex":0.0013554492,"about_ca_topic_score_gemma":0.00011285009,"teacher_disagreement_score":0.45689684,"about_ca_system_score_codex":0.00097155897,"about_ca_system_score_gemma":0.000027054162,"threshold_uncertainty_score":0.866365},"labels":[],"label_agreement":null},{"id":"W6997318081","doi":"","title":"„Vatnið er kalt og djúpt eins og vitund mín sjálfs“ : reynsla og upplifun sjósundsiðkenda af áhrifum sjávarbaða á heilsu og líðan og möguleikar í íslenskri heilsuferðaþjónustu","year":2016,"lang":"is","type":"dissertation","venue":"Skemman","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral)","score_opus":0.01274593352391296,"score_gpt":0.276401822349694,"score_spread":0.26365588882578106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997318081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8616711,0.0016695592,0.0002576719,0.002256166,0.0066809203,0.0038359934,0.0020948031,0.0005443466,0.12098943],"genre_scores_gemma":[0.8348049,0.0029551208,0.00081674417,0.0014840835,0.0020350702,0.00047191067,0.0031089017,0.0007524024,0.15357089],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.98184717,0.0010693411,0.0032017417,0.004556797,0.0044873897,0.004837579],"domain_scores_gemma":[0.9912994,0.0004157011,0.0023648988,0.003280464,0.000115875555,0.0025236579],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0015773003,0.0038065205,0.003083558,0.00061632256,0.0032815482,0.00084916083,0.003437618,0.002948823,0.024694122],"category_scores_gemma":[0.00020730848,0.003595843,0.0018395238,0.0013305015,0.0020965678,0.0026193478,0.0015431767,0.002961363,0.022458663],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034030022,0.0150815565,0.28144985,0.0031631968,0.0060668564,0.0025697825,0.045561157,0.00040006422,0.34858733,0.0037934063,0.09275163,0.19717214],"study_design_scores_gemma":[0.010903365,0.0038050602,0.67528826,0.002915936,0.0023392488,0.00015194454,0.013906009,0.0002588381,0.0373983,0.007877055,0.23308022,0.012075741],"about_ca_topic_score_codex":0.006478605,"about_ca_topic_score_gemma":0.0038567386,"teacher_disagreement_score":0.39383844,"about_ca_system_score_codex":0.0042028427,"about_ca_system_score_gemma":0.00042532926,"threshold_uncertainty_score":0.99961984},"labels":[],"label_agreement":null},{"id":"W7000180445","doi":"","title":"Eindrücke von der 24. Konferenz der International Association for Impact Assessment (IAIA) in Vancouver","year":2004,"lang":"de","type":"other","venue":"Publication Server of the Wuppertal Institute (Wuppertal Institute)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Impact assessment; Association (psychology); Risk assessment; Quality assessment; Health impact assessment","score_opus":0.022946748744589553,"score_gpt":0.30768058158757605,"score_spread":0.2847338328429865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000180445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6635012,0.000805646,0.0025814364,0.01738705,0.053893417,0.013547387,0.0033150483,0.00035489988,0.24461392],"genre_scores_gemma":[0.8935586,0.00037232295,0.0012345057,0.0012177284,0.0008987402,0.0005553889,0.0020894024,0.00027788104,0.09979543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99227583,0.00027136723,0.0019419375,0.0015659824,0.002535375,0.0014094784],"domain_scores_gemma":[0.9954267,0.00012603999,0.0023389785,0.0014025479,0.00022050658,0.00048523975],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0010769964,0.0013168153,0.0012859231,0.00052428147,0.0006073619,0.00051979895,0.0027670888,0.0014844043,0.0073518725],"category_scores_gemma":[0.0005335717,0.0010900607,0.0012737168,0.0011280159,0.0009387227,0.0041107372,0.0011836772,0.0012412772,0.0008779337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044708763,0.008131518,0.7993239,0.00054330425,0.004742142,0.000022554581,0.0028280679,0.02005822,0.011225272,0.011455784,0.13456123,0.006660912],"study_design_scores_gemma":[0.0064210608,0.00030365193,0.5094124,0.0009357242,0.00067858625,0.0000120084405,0.00030506382,0.0018457834,0.0019842712,0.0013440624,0.4747054,0.0020519767],"about_ca_topic_score_codex":0.012401831,"about_ca_topic_score_gemma":0.038707264,"teacher_disagreement_score":0.34014416,"about_ca_system_score_codex":0.011708654,"about_ca_system_score_gemma":0.0011245712,"threshold_uncertainty_score":0.99995834},"labels":[],"label_agreement":null},{"id":"W7000394759","doi":"","title":"Feds seek Osgoode Environmental Justice &amp; Sustainability Clinic’s help in Ring of Fire – YFile","year":2020,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Economic Justice; Environmental justice; Environmental law; Ring (chemistry); Sustainable development; Climate change","score_opus":0.018878093808324253,"score_gpt":0.2815672816502395,"score_spread":0.2626891878419152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000394759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783837,0.00008736199,0.00004299235,0.0006442601,0.0001194275,0.00045150588,0.00007571147,0.000044421824,0.020150581],"genre_scores_gemma":[0.9962893,0.00007313686,0.00085733755,0.0012618003,0.00009977185,0.00003111947,0.00004188701,0.00003479637,0.0013108596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974417,0.00020333959,0.0005990795,0.00059069216,0.00058669824,0.0005785111],"domain_scores_gemma":[0.998826,0.00011291714,0.00019471013,0.00038952165,0.0000033107124,0.0004735334],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003846583,0.00029184594,0.0004041817,0.000016223565,0.00020484615,0.00003786549,0.00044152976,0.00016575461,0.009852513],"category_scores_gemma":[0.0001340144,0.00030647733,0.00015739659,0.00023656027,0.0005053937,0.0005141555,0.0006260839,0.00045934756,0.0016619825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016821518,0.0010057098,0.9718057,0.00017782523,0.000039718816,0.00004718772,0.0023628836,0.0017195464,0.018803347,0.0003321013,0.0012882365,0.002249534],"study_design_scores_gemma":[0.003252987,0.0006630658,0.95196044,0.00007398385,0.00017100763,0.000007751389,0.010184866,0.0011753504,0.004636414,0.0054202727,0.021146834,0.0013070009],"about_ca_topic_score_codex":0.003239966,"about_ca_topic_score_gemma":0.001068372,"teacher_disagreement_score":0.019858599,"about_ca_system_score_codex":0.00085273373,"about_ca_system_score_gemma":0.000027830105,"threshold_uncertainty_score":0.9999387},"labels":[],"label_agreement":null},{"id":"W7000619684","doi":"","title":"Further information on public review of national codes objectives","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information system; Public information; Public policy; Confidentiality; Public access","score_opus":0.013012277555605545,"score_gpt":0.27000860287096057,"score_spread":0.25699632531535505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000619684","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23745684,0.00003463816,0.000009616701,0.0009994034,0.000017958075,0.00012011542,0.000016519154,0.000010523398,0.76133436],"genre_scores_gemma":[0.99553275,0.0011332884,0.00024605112,0.002315021,0.000011976945,0.000010511356,0.000018239254,0.0000029084501,0.0007292719],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992962,0.000033560365,0.00012962261,0.000058040667,0.00039182403,0.000090777685],"domain_scores_gemma":[0.99983025,0.000016887045,0.00004907412,0.000061591745,0.0000040158984,0.000038178692],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015086801,0.000054641456,0.000074379685,0.00001176139,0.00004277552,0.000008915594,0.000082838465,0.000022177575,0.04681356],"category_scores_gemma":[0.000023405737,0.000045564117,0.00003356596,0.000091446134,0.00008421448,0.0004743032,0.00002051146,0.000042941214,0.0013547621],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005386634,0.00089993567,0.08401325,0.00043948088,0.00007298767,0.0000010271639,0.0035037026,0.00017830239,0.013675302,0.0040063392,0.05446619,0.8386896],"study_design_scores_gemma":[0.00061301177,0.0002716537,0.830633,0.000563369,0.000013217711,0.0000033460865,0.00028538646,0.00013078481,0.0025313608,0.013242617,0.15137148,0.00034079113],"about_ca_topic_score_codex":0.000012469018,"about_ca_topic_score_gemma":0.0000023718742,"teacher_disagreement_score":0.8383488,"about_ca_system_score_codex":0.00011968346,"about_ca_system_score_gemma":0.000007319209,"threshold_uncertainty_score":0.9994228},"labels":[],"label_agreement":null},{"id":"W7000784448","doi":"","title":"Health aspects of environmental impact assessment: Proceedings of a national workshop May 26-May 28, 1987, Ottawa, Canada","year":2019,"lang":"en","type":"report","venue":"The Atrium (University of Guelph)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Health impact assessment; Environmental impact assessment; Environmental health ethics; Process (computing); Health policy; Welfare; Government (linguistics)","score_opus":0.016856608696692508,"score_gpt":0.26950623622375697,"score_spread":0.25264962752706444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000784448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8279071,0.00026380198,0.000015362863,0.0020680104,0.00035539392,0.0011036142,0.0014626253,0.000023839573,0.16680028],"genre_scores_gemma":[0.99151045,0.00067821715,0.00020618663,0.000084277824,0.000065270295,7.046806e-7,0.00011631855,0.00004375116,0.0072948057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955163,0.00008192867,0.0005159625,0.00046982671,0.0029217645,0.00049422827],"domain_scores_gemma":[0.9974214,0.00013931424,0.0018515255,0.00031857812,0.000041930987,0.00022727168],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010250678,0.00040114805,0.0009189804,0.00010757272,0.00026445536,0.000012157598,0.0009973728,0.0002470799,0.0029170462],"category_scores_gemma":[0.000028887775,0.0003729664,0.00041115336,0.00033977797,0.000731442,0.00035404757,0.0007344943,0.0005175297,0.00003560667],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023913273,0.0015458215,0.62982446,0.0009534106,0.0016853434,0.0000296817,0.003972218,0.001121334,0.05109182,0.0005363009,0.30487445,0.004126001],"study_design_scores_gemma":[0.00059011934,0.00026426607,0.97834116,0.0001313921,0.00013280027,0.000017054266,0.003469737,0.000044281227,0.000108325956,0.000128155,0.016422845,0.00034985127],"about_ca_topic_score_codex":0.4191879,"about_ca_topic_score_gemma":0.0552715,"teacher_disagreement_score":0.36391643,"about_ca_system_score_codex":0.0059087183,"about_ca_system_score_gemma":0.0018644116,"threshold_uncertainty_score":0.9998722},"labels":[],"label_agreement":null},{"id":"W7001021387","doi":"","title":"Governing information: a three dimensional analysis of environmental assessment","year":2012,"lang":"en","type":"article","venue":"Figshare","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Politics; Value (mathematics); Mode (computer interface); Environmental governance; Point (geometry)","score_opus":0.018001099751800826,"score_gpt":0.26388988760254095,"score_spread":0.24588878785074011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001021387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8248854,0.00006694027,0.00003398656,0.000035268342,0.000090159476,0.00031380646,0.140781,0.00003907932,0.033754326],"genre_scores_gemma":[0.9689529,0.000001008918,0.00042406595,0.00019281286,0.000026921367,0.000036437483,0.03027729,0.0000069948524,0.00008156586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987359,0.0000275595,0.00024485323,0.00010569178,0.00060099445,0.00028502452],"domain_scores_gemma":[0.99941814,0.000050959778,0.00019349581,0.00017735647,0.0000016926132,0.00015836417],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008266371,0.00013383523,0.00018760104,0.00004875437,0.00010993788,0.000017331347,0.00015856067,0.00006407131,0.57018733],"category_scores_gemma":[0.000027652706,0.00012379019,0.00015333985,0.00028393048,0.000028475237,0.0011568957,0.00035557314,0.000103336875,0.004286595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006440286,0.0002880224,0.96863264,0.000012066404,0.00033937785,9.4166904e-7,0.0004691683,0.001972962,0.0010503602,0.000009787466,0.02105758,0.006160641],"study_design_scores_gemma":[0.00013467153,0.000024131981,0.9794453,0.00001822466,0.00011804268,8.920934e-7,0.00007764977,0.001424412,0.00012343637,0.0000053142126,0.018486436,0.00014151086],"about_ca_topic_score_codex":0.000041522082,"about_ca_topic_score_gemma":0.000015800995,"teacher_disagreement_score":0.56590074,"about_ca_system_score_codex":0.00033680737,"about_ca_system_score_gemma":0.000006834415,"threshold_uncertainty_score":0.9964887},"labels":[],"label_agreement":null},{"id":"W7001588110","doi":"","title":"La legislazione italiana in materia di Health Impact Assessment: il corrente quadro normativo nazionale e regionale","year":2010,"lang":"en","type":"article","venue":"Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Public health; Health policy; Health impact assessment; Health protection; Government (linguistics)","score_opus":0.013409177815163209,"score_gpt":0.26943452830841386,"score_spread":0.25602535049325065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001588110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89944005,0.00003378287,0.00031198518,0.0015947529,0.000524279,0.0005331929,0.00042163525,0.0000874073,0.09705292],"genre_scores_gemma":[0.98401403,0.0002495408,0.0009850368,0.00038896728,0.00007781654,0.000030536223,0.00038728613,0.000051210573,0.013815585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99626637,0.00043017304,0.0005477179,0.0008033671,0.0008718075,0.0010805938],"domain_scores_gemma":[0.99846756,0.00018550913,0.00035095264,0.00051811,0.000017461232,0.00046042193],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000615016,0.0005723829,0.00062509696,0.00022538245,0.00069838244,0.000101755424,0.0007816345,0.00019186489,0.0017243241],"category_scores_gemma":[0.000017203032,0.00054619246,0.00025408203,0.0004522508,0.0009262428,0.00091284595,0.0010772333,0.00079910265,0.00069101213],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014397557,0.001218195,0.9694813,0.000048906753,0.00014677511,0.00029844668,0.0023569702,0.0005936624,0.008143703,0.008768942,0.007652135,0.0011469969],"study_design_scores_gemma":[0.0013515269,0.00020461371,0.9600416,0.00005828139,0.000033486023,0.000120939905,0.0009458232,0.0003718526,0.00008853039,0.00050396705,0.03568467,0.000594746],"about_ca_topic_score_codex":0.0013219233,"about_ca_topic_score_gemma":0.0026373935,"teacher_disagreement_score":0.08457398,"about_ca_system_score_codex":0.0011179202,"about_ca_system_score_gemma":0.00016409674,"threshold_uncertainty_score":0.99969894},"labels":[],"label_agreement":null},{"id":"W7002029650","doi":"","title":"Mining the social landscape: The consiceration of social impacts in Northern Canada: Case study of EIA decisions from mining and mineral exploration projects in the Mackenzie Valley, Northwest Territories","year":2018,"lang":"en","type":"dissertation","venue":"UEF eRepo (University of Eastern Finland)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mineral exploration; Mineral resource classification; Mining industry; Social impact","score_opus":0.027131392856066975,"score_gpt":0.2558420595488749,"score_spread":0.22871066669280793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002029650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988343,0.000016082888,0.0000021314995,0.0001227926,0.00010569392,0.0004509858,0.0001164823,0.0000017078941,0.00034982912],"genre_scores_gemma":[0.99950826,0.000006836633,0.000036294783,0.000012210461,0.000060507788,0.0000025540278,0.0002566657,0.000008342305,0.000108315195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986767,0.0002455187,0.00027294876,0.00020647244,0.0004497686,0.00014859215],"domain_scores_gemma":[0.9991283,0.00019503348,0.00049254217,0.00013768108,0.000021591766,0.000024858287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025527927,0.00016055383,0.00027385136,0.000044044158,0.00042962175,0.000024101111,0.00024930845,0.00010638415,0.000043701202],"category_scores_gemma":[0.000030322994,0.000114559276,0.000046617053,0.00018188605,0.00018353426,0.00022178683,0.00010068802,0.0001390945,5.180459e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101690486,0.00013482088,0.70303303,0.000008509605,0.00003618895,0.000068359506,0.29538673,0.00001607324,0.00006627595,8.2312374e-7,0.000110210094,0.0010372848],"study_design_scores_gemma":[0.00051677536,0.00008604258,0.5658957,0.000026649415,0.00005514399,0.0000035310854,0.43322727,0.00009121893,0.000005702831,0.00001001756,0.000013723953,0.00006823709],"about_ca_topic_score_codex":0.779199,"about_ca_topic_score_gemma":0.9983916,"teacher_disagreement_score":0.21919262,"about_ca_system_score_codex":0.000114114846,"about_ca_system_score_gemma":0.00011298324,"threshold_uncertainty_score":0.46715918},"labels":[],"label_agreement":null},{"id":"W7008123756","doi":"","title":"Biostratigraphy, Paleoecology and Astrochronology of early Miocene planktonic foraminifera from the Mediterranean and the North Atlantic Ocean: new perspectives on the Burdigalian GSSP","year":2019,"lang":"en","type":"dissertation","venue":"Use Siena air (University of Siena)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foraminifera; Global Boundary Stratotype Section and Point; Paleoecology; Plankton; Stage (stratigraphy); Stratotype; Mediterranean climate; Section (typography); Mediterranean sea","score_opus":0.009967300621456593,"score_gpt":0.2006391143191101,"score_spread":0.1906718136976535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008123756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99698687,0.0001321611,0.0000069533507,0.0013887481,0.000121586214,0.00053932774,0.000111856345,0.000008866868,0.0007036129],"genre_scores_gemma":[0.9983398,0.00066297373,0.000050834104,0.00008101053,0.00003128191,4.6596136e-7,0.00012956919,0.000012439182,0.00069168163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987061,0.00018780008,0.00015420711,0.00038285364,0.00031422332,0.0002547961],"domain_scores_gemma":[0.99865055,0.0005725343,0.00034839025,0.0003331157,0.00001024906,0.00008518187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013832378,0.00024772083,0.00038818168,0.000045830624,0.00035547157,0.000023320277,0.00049351924,0.00019321659,0.00029204908],"category_scores_gemma":[0.00002660093,0.00015620569,0.00013276884,0.00014040763,0.0015669183,0.00022168734,0.00014742978,0.0003399405,0.000016587303],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009130316,0.00013864166,0.9071791,0.000026841535,0.00039603174,0.000010754469,0.08742831,0.0000340779,0.0003291182,0.000581767,0.0013620727,0.0016002354],"study_design_scores_gemma":[0.0010333855,0.0004416283,0.9420624,0.000043129978,0.0001597278,0.0000017110939,0.05576989,0.00003516273,0.000024824274,0.00012345573,0.00015748707,0.00014723882],"about_ca_topic_score_codex":0.0071873358,"about_ca_topic_score_gemma":0.009957204,"teacher_disagreement_score":0.03488324,"about_ca_system_score_codex":0.000061194965,"about_ca_system_score_gemma":0.000037681002,"threshold_uncertainty_score":0.99942386},"labels":[],"label_agreement":null},{"id":"W7008418191","doi":"","title":"Canada : ALTERRA POWER partners GREENBRIAR CAPITAL for | utility","year":2013,"lang":"en","type":"other","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Capital (architecture); Productivity; Work (physics); Government (linguistics)","score_opus":0.012712228404969866,"score_gpt":0.2638723473253445,"score_spread":0.2511601189203746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008418191","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037173666,0.000030289144,0.00017069647,0.0002211354,0.0004911686,0.0008182686,0.0002685768,0.000057870304,0.9942246],"genre_scores_gemma":[0.06932908,0.000013502225,0.0005120313,0.0010220824,0.000093942224,0.000080159756,0.00007966168,0.00018980805,0.9286797],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985505,0.000026913833,0.00017706183,0.0003975036,0.00039262307,0.00045541205],"domain_scores_gemma":[0.9993158,0.000021227384,0.00011506044,0.0002994899,0.0000012940849,0.00024714597],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006351825,0.00029699766,0.00026680256,0.000014625635,0.000078343845,0.000025261228,0.00027306288,0.00018471117,0.1890907],"category_scores_gemma":[0.000008136146,0.0002510778,0.00009271207,0.000042741223,0.00016991972,0.00008323432,0.00017317221,0.00010930453,0.00082907674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000213095,0.000040770232,0.005718831,0.0000074016757,0.00003412784,0.00000208773,0.000034038745,7.5769583e-7,0.000024008046,0.00005497066,0.9929291,0.0011517662],"study_design_scores_gemma":[0.00022892388,0.000037137295,0.017090963,0.000007942324,0.000018010027,7.0547424e-7,0.00015033415,0.00002785435,0.000028791688,0.00010291328,0.9819525,0.00035394134],"about_ca_topic_score_codex":0.9356159,"about_ca_topic_score_gemma":0.87491924,"teacher_disagreement_score":0.18826161,"about_ca_system_score_codex":0.00048126178,"about_ca_system_score_gemma":0.00007203273,"threshold_uncertainty_score":0.99999416},"labels":[],"label_agreement":null},{"id":"W7009216355","doi":"","title":"The development of policy and legal framework for social impact assessment in Malaysia","year":2022,"lang":"en","type":"article","venue":"The International Islamic University Malaysia Repository (The International Islamic University Malaysia)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social impact assessment; Permission; Impact assessment; Process (computing); Social impact; Perspective (graphical); Work (physics)","score_opus":0.00974109878210978,"score_gpt":0.2650974926074199,"score_spread":0.2553563938253101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009216355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97315514,0.000006466028,0.001266107,0.006484757,0.000544628,0.0004962741,0.0001005893,0.000025864412,0.017920164],"genre_scores_gemma":[0.9864668,0.000024696334,0.0008816885,0.0001455766,0.00016980198,0.0000067312935,0.000048428523,0.000021505504,0.012234757],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99736166,0.00028445903,0.0003889313,0.00045053597,0.001107944,0.00040648834],"domain_scores_gemma":[0.9985764,0.00053420826,0.0004918021,0.00030154517,0.000050901966,0.00004514105],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000761805,0.00028162415,0.0002482695,0.00019413827,0.0019091279,0.00011612239,0.0024656758,0.00009452714,0.0003452229],"category_scores_gemma":[0.00004112025,0.00022998026,0.00026927024,0.00041147342,0.0006683912,0.00046799416,0.0021969934,0.00062550115,0.000011149003],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030403773,0.0017867188,0.1728814,0.000031011652,0.0030117475,0.00029602292,0.027404852,0.10945455,0.05209832,0.6184587,0.0039665103,0.0075698327],"study_design_scores_gemma":[0.0055658156,0.00047903348,0.678752,0.000083502375,0.00036171247,0.00027143725,0.067555025,0.12837408,0.0016206987,0.025468023,0.08994218,0.0015264846],"about_ca_topic_score_codex":0.0021982964,"about_ca_topic_score_gemma":0.00026059098,"teacher_disagreement_score":0.59299064,"about_ca_system_score_codex":0.005274552,"about_ca_system_score_gemma":0.00030313482,"threshold_uncertainty_score":0.99939024},"labels":[],"label_agreement":null},{"id":"W7010028344","doi":"","title":"Government of Canada's Decision on the Environmental Assessment of the Site C Clean Energy Project","year":2014,"lang":"en","type":"other","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Environmental impact assessment; Life-cycle assessment; Energy (signal processing); Clean energy; Environmental policy","score_opus":0.005494610542795362,"score_gpt":0.22515472307394085,"score_spread":0.21966011253114548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010028344","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04539588,0.000013455681,0.00021708978,0.00019876247,0.00031976672,0.00059094554,0.00031644045,0.000012111849,0.9529355],"genre_scores_gemma":[0.77197886,0.00008777178,0.00018681466,0.00067784725,0.00004749353,0.000022152915,0.000008599363,0.00012510903,0.22686537],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99626064,0.00019042024,0.00037389813,0.00035035893,0.0025174352,0.00030725304],"domain_scores_gemma":[0.9984537,0.00014746578,0.00056744943,0.0007567384,7.4568015e-7,0.00007393532],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025732382,0.00033970486,0.00035339655,0.000015658174,0.00012393862,0.00000979492,0.0006361041,0.00014957222,0.015465671],"category_scores_gemma":[0.000013865112,0.0001778005,0.00017352398,0.00010073776,0.00037319172,0.00002535029,0.00064868043,0.00019284361,0.000015632673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025516732,0.0005705782,0.092756085,0.00001980223,0.00013397179,0.0000023225032,0.00009985303,0.00021648055,0.0039539277,0.00075082533,0.8810477,0.020422915],"study_design_scores_gemma":[0.0005366341,0.0002609047,0.41972563,0.00022132472,0.00008654139,0.0000016494428,0.0004802729,0.00034154026,0.007302635,0.000121604025,0.57040125,0.0005200517],"about_ca_topic_score_codex":0.19080709,"about_ca_topic_score_gemma":0.2896529,"teacher_disagreement_score":0.72658294,"about_ca_system_score_codex":0.0011569439,"about_ca_system_score_gemma":0.00007182508,"threshold_uncertainty_score":0.98543435},"labels":[],"label_agreement":null},{"id":"W7010578672","doi":"","title":"Integrating Climate Change Mitigation into the Impact Assessment Act","year":2021,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Greenhouse gas; Process (computing); Climate change mitigation; Impact assessment; Environmental impact assessment","score_opus":0.015991998144718224,"score_gpt":0.3068533041515251,"score_spread":0.2908613060068069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010578672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9416715,0.000096235235,0.00007910384,0.0013842767,0.00023129917,0.00030353677,0.000014160823,0.000054963137,0.056164905],"genre_scores_gemma":[0.9949796,0.0001493554,0.002001376,0.0020935705,0.0002228311,0.00008727747,0.00006357304,0.000027285967,0.00037511406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813306,0.00023852517,0.0002716691,0.00036391424,0.00050872035,0.00048409228],"domain_scores_gemma":[0.99914986,0.00007407333,0.0001341129,0.000389738,0.0000090138565,0.00024321352],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004371152,0.00023864623,0.00019922583,0.000011783756,0.0006918804,0.00022509166,0.00028674578,0.00009489291,0.0056403223],"category_scores_gemma":[0.000041339747,0.00016471022,0.00017015361,0.0002572678,0.00021934751,0.00083242153,0.00042802456,0.0003830586,0.00090271304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001695346,0.0004264893,0.8912976,0.000019532734,0.00008894023,0.00006390071,0.0050024055,0.00021058916,0.06018969,0.0062648556,0.0017279072,0.034691148],"study_design_scores_gemma":[0.0004991668,0.0001367975,0.9788481,0.00006512954,0.0000392049,0.000014573481,0.0025378782,0.00072748674,0.0059691384,0.0041367095,0.0066108047,0.00041501984],"about_ca_topic_score_codex":0.005487671,"about_ca_topic_score_gemma":0.0027984388,"teacher_disagreement_score":0.087550506,"about_ca_system_score_codex":0.0008452807,"about_ca_system_score_gemma":0.00002802262,"threshold_uncertainty_score":0.9998752},"labels":[],"label_agreement":null},{"id":"W7010718248","doi":"","title":"InfraGuide - Canadian national guide to sustainable municipal infrastructure","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Government of Canada","keywords":"Government (linguistics); Best practice; Sustainable development; Investment (military); Private sector; Public consultation; Critical infrastructure; Local government; Sustainability","score_opus":0.006792342073103472,"score_gpt":0.26530325114361136,"score_spread":0.2585109090705079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010718248","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36564228,0.0000018018876,0.00003872763,0.00038595378,0.000058788213,0.00014109026,0.000008734157,0.000011902638,0.63371074],"genre_scores_gemma":[0.96102583,0.000002888957,0.005328177,0.003454754,0.00003212595,0.000020181145,0.000008524243,0.000014115852,0.030113423],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865365,0.000048627266,0.00015053627,0.00020129923,0.0004146757,0.0005312364],"domain_scores_gemma":[0.99930865,0.0000158892,0.000027319995,0.00014760997,0.0000090955145,0.0004914172],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025041067,0.00012429607,0.00009418972,0.000050393264,0.0002836339,0.000042900374,0.00021205928,0.00007314835,0.021426326],"category_scores_gemma":[0.00016313692,0.00012367206,0.00003557911,0.0002427401,0.00007896532,0.00022338211,0.000101974314,0.00011548423,0.0008734687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008695751,0.000084381165,0.26941025,0.0000067385545,0.000031214702,0.00007199108,0.0027944688,0.007431392,0.017305478,0.032575533,0.6679086,0.0023712744],"study_design_scores_gemma":[0.00018283472,0.000035370467,0.14318934,0.0000022234142,0.0000040377386,0.0000062109275,0.00095718814,0.00004622722,0.0006584741,0.018935617,0.8357904,0.00019207038],"about_ca_topic_score_codex":0.041565266,"about_ca_topic_score_gemma":0.024518877,"teacher_disagreement_score":0.6035973,"about_ca_system_score_codex":0.0017703299,"about_ca_system_score_gemma":0.0001119368,"threshold_uncertainty_score":0.99990445},"labels":[],"label_agreement":null},{"id":"W7011851956","doi":"","title":"Novel applications of Canada's National Pollutant Release Inventory in sustainability analysis","year":2025,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Context (archaeology); Pollutant; Production (economics); Sustainable development; Radionuclide; Environmental impact assessment","score_opus":0.003806697216501508,"score_gpt":0.20416150347311113,"score_spread":0.20035480625660962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011851956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8135763,0.000023528035,0.00041449248,0.015040374,0.00015699668,0.0016299313,0.0013774136,0.00007986593,0.1677011],"genre_scores_gemma":[0.7791072,0.0000426645,0.00026173092,0.00009100448,0.000010042777,0.0000055518685,0.000797682,0.00001194578,0.21967214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840236,0.00008668545,0.0002299051,0.0004195936,0.0005910766,0.00027040168],"domain_scores_gemma":[0.99925876,0.0000574247,0.00025294008,0.00025363322,0.000018464154,0.00015878733],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006333003,0.00021735222,0.00034284894,0.00033544516,0.00015864994,0.000014871752,0.0004280507,0.00019568937,0.0010905991],"category_scores_gemma":[0.000031427502,0.00026780582,0.0001708812,0.0017961551,0.00010209965,0.00046546265,0.00019869537,0.00026686452,0.0000033329122],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036170136,0.0016518122,0.9243124,0.0004207986,0.0009052969,0.00006656354,0.0017332378,0.010973843,0.00010382841,0.0038768707,0.054074224,0.0015194109],"study_design_scores_gemma":[0.00038557735,0.000022741666,0.9666251,0.000031588163,0.0002909738,2.7926648e-8,0.007058352,0.00006729949,0.00037224535,0.0009912517,0.023756016,0.00039881814],"about_ca_topic_score_codex":0.74491745,"about_ca_topic_score_gemma":0.5381035,"teacher_disagreement_score":0.20681389,"about_ca_system_score_codex":0.0028742969,"about_ca_system_score_gemma":0.0013761022,"threshold_uncertainty_score":0.9999774},"labels":[],"label_agreement":null},{"id":"W7014688093","doi":"","title":"The Proposed New Federal Impact Assessment Act (IAA) Under Bill C-69: Assessment &amp; Reform Proposals","year":2018,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Impact assessment; Parliament; Government (linguistics); Process (computing); Key (lock); Legislation","score_opus":0.02008994041661381,"score_gpt":0.32369769116499614,"score_spread":0.3036077507483823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014688093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8185782,0.000044564233,0.0008553779,0.0048764315,0.0008681142,0.0015637529,0.000025947844,0.00021140646,0.17297626],"genre_scores_gemma":[0.9671202,0.00007119593,0.0059709246,0.0018507956,0.00066402275,0.000058060337,0.000052102794,0.00008714212,0.024125585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99529266,0.0003262365,0.0006696912,0.00081332837,0.0015595175,0.0013385554],"domain_scores_gemma":[0.99749804,0.00009459888,0.00033792065,0.0010549848,0.000026338828,0.0009881457],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010339484,0.0006159165,0.00045959404,0.000035464327,0.0022093847,0.0007875305,0.0009753132,0.00024398214,0.009682684],"category_scores_gemma":[0.000032734697,0.0003466124,0.00033106413,0.0003746427,0.0010832518,0.0011914396,0.0007677968,0.00071646593,0.00372773],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047527152,0.0028242324,0.7109233,0.000044664197,0.001141524,0.000054834043,0.0018091832,0.00048215617,0.11687763,0.018020038,0.11140483,0.035942297],"study_design_scores_gemma":[0.0021184676,0.0013069038,0.8446708,0.00005897757,0.00008526701,0.000026941108,0.0006549795,0.00021882069,0.0030286286,0.023277244,0.123380326,0.0011726741],"about_ca_topic_score_codex":0.021465514,"about_ca_topic_score_gemma":0.011246774,"teacher_disagreement_score":0.14885066,"about_ca_system_score_codex":0.0050896397,"about_ca_system_score_gemma":0.00037662976,"threshold_uncertainty_score":0.9998986},"labels":[],"label_agreement":null},{"id":"W7018993947","doi":"","title":"Environmental Assessment for Maritime Link Project Filed By Emera Newfoundland and Labrador","year":2013,"lang":"en","type":"other","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Environmental impact statement; Port (circuit theory); Impact assessment; Work (physics)","score_opus":0.007706108092002962,"score_gpt":0.2642406054896529,"score_spread":0.25653449739764994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018993947","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006010638,0.0003536288,0.0013206499,0.00056826964,0.0003284065,0.0044508628,0.0018098605,0.00016591858,0.9849918],"genre_scores_gemma":[0.0037211913,0.00075576716,0.012282263,0.00064150366,0.00025239115,0.00045568153,0.00083612796,0.00042730826,0.9806278],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978819,0.000066477885,0.0003026764,0.0007353718,0.00045464092,0.0005589408],"domain_scores_gemma":[0.9991891,0.000055562938,0.00021344009,0.00031367707,7.4055913e-7,0.00022752643],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012173744,0.00053952244,0.0004691639,0.00005404276,0.00017087118,0.00013070204,0.00026489914,0.00041437973,0.10099189],"category_scores_gemma":[0.000004537406,0.000467587,0.00012218424,0.00005836704,0.0003511546,0.00020681879,0.00037677752,0.00023465011,0.0009778312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069456228,0.00021978,0.017985864,0.000029108822,0.00010432138,0.0000021762837,0.00006471971,3.8428996e-7,0.0016157236,0.000019130948,0.9393832,0.040568627],"study_design_scores_gemma":[0.0009298293,0.00026085365,0.018351868,0.000029677829,0.00008496398,0.0000043332993,0.00012293544,0.0002510027,0.000034745713,0.0000874419,0.9791184,0.00072393275],"about_ca_topic_score_codex":0.0077725174,"about_ca_topic_score_gemma":0.0007078521,"teacher_disagreement_score":0.10001405,"about_ca_system_score_codex":0.0005318503,"about_ca_system_score_gemma":0.000014875941,"threshold_uncertainty_score":0.9998},"labels":[],"label_agreement":null},{"id":"W7019763582","doi":"","title":"INCORPORATING EFFECTS-BASED APPROACHES INTO ENVIRONMENTAL IMPACT ASSESSMENT TO IMPROVE POST-DEVELOPMENT MONITORING","year":2024,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Baseline (sea); Adaptive management; Environmental monitoring; Key (lock); Consistency (knowledge bases); Environmental impact assessment; Plan (archaeology); Adaptive sampling","score_opus":0.013277001583483728,"score_gpt":0.2502214550767767,"score_spread":0.23694445349329296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019763582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99103767,0.00006615934,0.0018571538,0.00032062497,0.000454814,0.00071410584,0.000044019736,0.00019696543,0.005308469],"genre_scores_gemma":[0.98444504,0.0000047343774,0.014078751,0.00010918478,0.00007396593,0.000018052167,0.000071130926,0.00006295585,0.0011362155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99724096,0.0002491127,0.0002998446,0.00079884863,0.00076114706,0.0006501099],"domain_scores_gemma":[0.99865216,0.00013732645,0.000098235534,0.0004734927,0.0000048495663,0.00063395634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004729801,0.00048650653,0.00032993263,0.0002992823,0.00087349006,0.00032371725,0.00066358445,0.00017130047,0.00041325836],"category_scores_gemma":[0.00001964795,0.0004902331,0.00023308332,0.0006947012,0.00024333358,0.0013180325,0.0009697995,0.0007131382,0.0005821087],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094243485,0.00068955723,0.77617127,0.00008578963,0.0003003828,0.0004458445,0.0025922123,0.0027574005,0.14918663,0.00020504458,0.00027763235,0.06719399],"study_design_scores_gemma":[0.0014108889,0.0009273579,0.9225247,0.00025735013,0.0001976065,0.000008793331,0.0025589,0.001743227,0.043144584,0.0002152329,0.025366673,0.0016446748],"about_ca_topic_score_codex":0.00032750037,"about_ca_topic_score_gemma":0.00009446952,"teacher_disagreement_score":0.14635342,"about_ca_system_score_codex":0.004535037,"about_ca_system_score_gemma":0.00016511756,"threshold_uncertainty_score":0.9997549},"labels":[],"label_agreement":null},{"id":"W7019885117","doi":"","title":"Implementing an Environmental Management System: A Municipal Perspective","year":2002,"lang":"en","type":"article","venue":"IDEALS (University of Illinois Urbana-Champaign)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Regional Municipality of Waterloo","funders":"","keywords":"Perspective (graphical); Environmental management system; Government (linguistics); Sustainability; Context (archaeology)","score_opus":0.014974938934039414,"score_gpt":0.21777876753614558,"score_spread":0.20280382860210616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019885117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9380957,0.00012988776,0.00077850657,0.00013622676,0.000084209736,0.00050112215,0.0000999397,0.00009613813,0.060078274],"genre_scores_gemma":[0.99272484,0.00019671203,0.0023461452,0.00008885488,0.000039208713,0.0000020848418,0.000026925236,0.00002987478,0.0045453752],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9974845,0.00017532213,0.0002825281,0.00061161653,0.0007043011,0.00074174127],"domain_scores_gemma":[0.99884075,0.000030138837,0.0002873726,0.0005068609,0.000005995715,0.0003288757],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038047583,0.00030776992,0.00037480748,0.00011135014,0.00074307236,0.000028556158,0.00060122187,0.000121548714,0.009730874],"category_scores_gemma":[0.0000032094852,0.00037273247,0.00021953917,0.00024348736,0.00046299817,0.00074343657,0.0007381106,0.00018376605,0.0008369002],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047973942,0.008441883,0.56825906,0.0004528733,0.0026206088,0.002106694,0.2525218,0.0044134706,0.045084238,0.021824688,0.014348945,0.07944601],"study_design_scores_gemma":[0.004562563,0.001072712,0.35527542,0.00013050761,0.00057425594,0.00004877695,0.5922776,0.01607909,0.00050239527,0.0011373487,0.026438072,0.0019012691],"about_ca_topic_score_codex":0.005274737,"about_ca_topic_score_gemma":0.0009208606,"teacher_disagreement_score":0.33975577,"about_ca_system_score_codex":0.0013299339,"about_ca_system_score_gemma":0.0000029509117,"threshold_uncertainty_score":0.99994105},"labels":[],"label_agreement":null},{"id":"W7020501623","doi":"","title":"Learning Oriented Impact Assessment Under the Proposed Federal Impact Assessment Act (IAA)","year":2018,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Impact assessment; Process (computing); Order (exchange); Risk assessment; Social impact assessment; Economic impact analysis","score_opus":0.01261117228450681,"score_gpt":0.3163977279772915,"score_spread":0.3037865556927847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020501623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94224465,0.000022789796,0.0007306282,0.0006601056,0.00043643298,0.00083322084,0.00001845933,0.00016560649,0.05488812],"genre_scores_gemma":[0.9933382,0.000027350348,0.0014108132,0.0014472398,0.0004617033,0.000052768697,0.00007353087,0.00008570049,0.0031026928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99536383,0.00062102143,0.00054526667,0.00077566964,0.0014380558,0.0012561397],"domain_scores_gemma":[0.99805444,0.00013412685,0.00034388958,0.00073174416,0.000028680344,0.0007070941],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010186039,0.00062904897,0.0004758465,0.000036280948,0.0020977447,0.0005281072,0.00072059716,0.00021767581,0.019015046],"category_scores_gemma":[0.000038002403,0.00040648825,0.00043616543,0.00048171537,0.0010063815,0.0010973687,0.00067454437,0.0011031502,0.0018700637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113091446,0.0008373584,0.95659864,0.000009360482,0.00038381413,0.000027265287,0.00077696994,0.003108362,0.027212255,0.0012367449,0.006337059,0.0033590693],"study_design_scores_gemma":[0.0013151944,0.0016985105,0.9831389,0.00003096155,0.00006614175,0.00002108367,0.0012094947,0.0020937007,0.0009631665,0.0009276028,0.007883912,0.0006513334],"about_ca_topic_score_codex":0.007451707,"about_ca_topic_score_gemma":0.0009900501,"teacher_disagreement_score":0.05178543,"about_ca_system_score_codex":0.0034120122,"about_ca_system_score_gemma":0.00019985539,"threshold_uncertainty_score":0.9998387},"labels":[],"label_agreement":null},{"id":"W7020947493","doi":"","title":"Meaningful Public Participation in the Proposed Federal Impact Assessment Act (IAA)","year":2018,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public participation; Notice; Agency (philosophy); Process (computing); Environmental impact assessment; Economic Justice; Impact assessment; Face (sociological concept)","score_opus":0.024754306863168384,"score_gpt":0.3279415552369052,"score_spread":0.30318724837373684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020947493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.927433,0.000008300764,0.00009135746,0.0010927452,0.00015139935,0.0004742734,0.000005518487,0.000043006086,0.070700385],"genre_scores_gemma":[0.99675447,0.000005756958,0.0005240357,0.0020235088,0.00020491613,0.00005715065,0.000024274475,0.000022597373,0.00038330557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99752086,0.0003701288,0.00032016466,0.0003643689,0.00076698087,0.0006575048],"domain_scores_gemma":[0.9991601,0.00005913634,0.00013131674,0.00039058508,0.0000083070145,0.00025052347],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00086840155,0.00023676439,0.00019839725,0.000027447739,0.00056532526,0.00034488348,0.00047209073,0.0001011927,0.0058571575],"category_scores_gemma":[0.000056221015,0.00016149312,0.00010793959,0.00032858056,0.00041411578,0.001020208,0.00019633686,0.00032978464,0.0013443468],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024295292,0.0005936414,0.9845083,0.000003614585,0.000027158638,0.000012384177,0.0014509297,0.000054320557,0.006704015,0.0015877864,0.0024467465,0.0025868248],"study_design_scores_gemma":[0.0006134399,0.0003979984,0.98947597,0.000010067217,0.000011914981,0.0000039438987,0.00041120773,0.0003621122,0.00070423604,0.0016792889,0.0060862466,0.00024355634],"about_ca_topic_score_codex":0.0031169653,"about_ca_topic_score_gemma":0.005687289,"teacher_disagreement_score":0.070317075,"about_ca_system_score_codex":0.00088744453,"about_ca_system_score_gemma":0.000045571836,"threshold_uncertainty_score":0.9994332},"labels":[],"label_agreement":null},{"id":"W7024633136","doi":"","title":"Social Impact Assessment of Alternative Energy Production in Alberta","year":2017,"lang":"en","type":"article","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Fusible alloy; Articular cartilage damage; Hyporeflexia; Proteogenomics","score_opus":0.02947451860073558,"score_gpt":0.3270294528243869,"score_spread":0.2975549342236513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024633136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97759426,0.0000019873282,0.00005842838,0.00082146155,0.00005469105,0.0001200343,0.000012645481,0.0000025537133,0.021333937],"genre_scores_gemma":[0.9960405,0.000070794544,0.00025715015,0.000009393283,0.000027194965,4.349323e-7,0.000009080302,0.000007048139,0.003578372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988318,0.00011499676,0.00012471607,0.00026111375,0.00040902736,0.0002583079],"domain_scores_gemma":[0.9993651,0.000036536534,0.00023492632,0.00026577318,0.0000111739655,0.00008651972],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029588793,0.00011453489,0.00023608087,0.0000653219,0.00036309066,0.000015242929,0.000493866,0.00007163532,0.0018933545],"category_scores_gemma":[0.000019508168,0.00012853641,0.000111885725,0.000093432776,0.0006750576,0.0008163011,0.00044335704,0.00012709323,0.000034085035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057265224,0.00042364816,0.96242493,0.000013575602,0.0000673518,0.000023041672,0.004793999,0.0003101213,0.015424611,0.00036544946,0.0007127726,0.015383234],"study_design_scores_gemma":[0.0005528852,0.00013350991,0.9950466,0.000013041643,0.000011808073,0.0000010925507,0.0011984544,0.000514023,0.0018669894,0.0002752427,0.0002679381,0.00011840687],"about_ca_topic_score_codex":0.10957416,"about_ca_topic_score_gemma":0.023559306,"teacher_disagreement_score":0.08601486,"about_ca_system_score_codex":0.00042186776,"about_ca_system_score_gemma":0.00003152401,"threshold_uncertainty_score":0.999019},"labels":[],"label_agreement":null},{"id":"W7027108505","doi":"","title":"Barriers to aboriginal participation in environmental assessment: a case study of the Wuskwatim generating station, Manitoba","year":2011,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Hyporeflexia; Diafiltration; Proteogenomics; Articular cartilage damage","score_opus":0.01386405447980195,"score_gpt":0.2688540617117812,"score_spread":0.2549900072319793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027108505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99699455,0.0000054519114,0.000038902162,0.000021811,0.00020788933,0.0009932541,0.000052282467,0.000009794886,0.0016760575],"genre_scores_gemma":[0.9987566,0.000014331821,0.0006480365,0.000022749962,0.000016380509,0.000006755448,0.00005261456,0.000023557519,0.0004589638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816823,0.0002660856,0.00026959705,0.00038739163,0.0006326559,0.00027606552],"domain_scores_gemma":[0.99899316,0.000028553057,0.0004623799,0.00032507002,0.000007657958,0.00018317884],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023211549,0.0002528276,0.00031944338,0.00010278535,0.00041133486,0.000015472235,0.00038952054,0.00014129656,0.00033415746],"category_scores_gemma":[0.000010674521,0.00027240952,0.00009398829,0.0002886935,0.00012407462,0.0003258118,0.00015790114,0.0002687705,0.00002763863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054495977,0.00059906207,0.9723194,0.00002473595,0.00005254967,0.00014330196,0.020268979,0.0015696886,0.003723413,0.000007449236,0.0001123148,0.001124561],"study_design_scores_gemma":[0.0005270884,0.00023605028,0.710742,0.000029389374,0.00010405652,0.0000040083373,0.28762558,0.00026173284,0.00020747451,0.00001451174,0.000063306674,0.00018479394],"about_ca_topic_score_codex":0.07215269,"about_ca_topic_score_gemma":0.8636247,"teacher_disagreement_score":0.791472,"about_ca_system_score_codex":0.00076680694,"about_ca_system_score_gemma":0.000058575806,"threshold_uncertainty_score":0.9999728},"labels":[],"label_agreement":null},{"id":"W7028220902","doi":"","title":"Employing qualitative methods for assessing impacts of major projects in Canada","year":2024,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Qualitative research; Context (archaeology); Sustainability; Qualitative property; Focus group; Qualitative analysis; Field (mathematics)","score_opus":0.04414725229493989,"score_gpt":0.3592233347765187,"score_spread":0.3150760824815788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028220902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947955,0.00010789895,0.000402773,0.00010871652,0.00027796213,0.00050292665,0.000056062097,0.000009488977,0.0037386506],"genre_scores_gemma":[0.9808563,0.000041040388,0.018035438,0.000013966742,0.000012552804,0.0000020939087,0.00013149904,0.000031151467,0.0008759489],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9986717,0.00022115158,0.00017991435,0.00031000836,0.00033693542,0.00028026698],"domain_scores_gemma":[0.99920654,0.0002178035,0.00034034718,0.00014017132,0.000012980408,0.00008213418],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047541194,0.00020573902,0.00042853248,0.00010668687,0.00011007579,0.00001543125,0.00026504803,0.00014191605,0.000043010707],"category_scores_gemma":[0.00004820341,0.00024859203,0.0001223425,0.0002873962,0.00008794954,0.0003188308,0.00011097538,0.00021843913,0.000006774924],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067840226,0.000662724,0.61979574,0.0058289054,0.0008890907,0.00015749379,0.18642132,0.00044279092,0.13341674,0.00030215434,0.008108844,0.043295793],"study_design_scores_gemma":[0.0004031243,0.00006839987,0.49356988,0.00037993237,0.00013725147,4.8595297e-7,0.5015041,0.00025357216,0.0026147156,0.0004951666,0.00028825313,0.00028512222],"about_ca_topic_score_codex":0.9281286,"about_ca_topic_score_gemma":0.99865425,"teacher_disagreement_score":0.3150828,"about_ca_system_score_codex":0.0021077024,"about_ca_system_score_gemma":0.0003802103,"threshold_uncertainty_score":0.99999666},"labels":[],"label_agreement":null},{"id":"W7029073703","doi":"","title":"Government of Canada's Decision on the Environmental Assessment of the Site C Clean Energy Project","year":2014,"lang":"en","type":"other","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Environmental impact assessment; Life-cycle assessment; Energy (signal processing); Clean energy; Environmental policy","score_opus":0.005494610542795362,"score_gpt":0.22515472307394085,"score_spread":0.21966011253114548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029073703","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04539588,0.000013455681,0.00021708978,0.00019876247,0.00031976672,0.00059094554,0.00031644045,0.000012111849,0.9529355],"genre_scores_gemma":[0.77197886,0.00008777178,0.00018681466,0.00067784725,0.00004749353,0.000022152915,0.000008599363,0.00012510903,0.22686537],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99626064,0.00019042024,0.00037389813,0.00035035893,0.0025174352,0.00030725304],"domain_scores_gemma":[0.9984537,0.00014746578,0.00056744943,0.0007567384,7.4568015e-7,0.00007393532],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025732382,0.00033970486,0.00035339655,0.000015658174,0.00012393862,0.00000979492,0.0006361041,0.00014957222,0.015465671],"category_scores_gemma":[0.000013865112,0.0001778005,0.00017352398,0.00010073776,0.00037319172,0.00002535029,0.00064868043,0.00019284361,0.000015632673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025516732,0.0005705782,0.092756085,0.00001980223,0.00013397179,0.0000023225032,0.00009985303,0.00021648055,0.0039539277,0.00075082533,0.8810477,0.020422915],"study_design_scores_gemma":[0.0005366341,0.0002609047,0.41972563,0.00022132472,0.00008654139,0.0000016494428,0.0004802729,0.00034154026,0.007302635,0.000121604025,0.57040125,0.0005200517],"about_ca_topic_score_codex":0.19080709,"about_ca_topic_score_gemma":0.2896529,"teacher_disagreement_score":0.72658294,"about_ca_system_score_codex":0.0011569439,"about_ca_system_score_gemma":0.00007182508,"threshold_uncertainty_score":0.98543435},"labels":[],"label_agreement":null},{"id":"W7029835689","doi":"","title":"Key Principles for Indigenous and non-Indigenous Collaborative Impact Assessment in Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; General partnership; Scope (computer science); Resource (disambiguation); Traditional knowledge; Impact assessment","score_opus":0.00637453329265308,"score_gpt":0.2314534063684322,"score_spread":0.22507887307577912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029835689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972713,0.00005002208,0.0000023693435,0.000056227287,0.00014347576,0.0011237857,0.00044197627,0.0000071797435,0.00090365106],"genre_scores_gemma":[0.9377342,0.00021812899,0.00079723133,0.000018386248,0.000009390401,0.000008587595,0.00085575227,0.000029536623,0.060328785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984868,0.00007046956,0.00016745602,0.00039022102,0.0004630331,0.0004220013],"domain_scores_gemma":[0.99929315,0.00004601735,0.0003188394,0.0001764522,0.000011803299,0.000153739],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016411903,0.00027281337,0.00044185497,0.00008805592,0.00045955827,0.000018911594,0.00032054007,0.00012668571,0.0013271507],"category_scores_gemma":[0.000004238206,0.00030971988,0.00008463387,0.00022546043,0.0000812789,0.00021795466,0.00017893067,0.00027409542,0.00000413118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021429895,0.00021395217,0.50028896,0.00011744966,0.00015285557,0.000083431936,0.49215558,0.0019210931,0.002187147,0.0000028955653,0.00033518704,0.002327123],"study_design_scores_gemma":[0.00062511774,0.00028067143,0.71765625,0.000022793507,0.000052979784,8.475585e-7,0.28032506,0.00008811587,0.00014084214,0.000027225777,0.0004980058,0.00028210672],"about_ca_topic_score_codex":0.98996055,"about_ca_topic_score_gemma":0.9971914,"teacher_disagreement_score":0.21736726,"about_ca_system_score_codex":0.0046334085,"about_ca_system_score_gemma":0.001004582,"threshold_uncertainty_score":0.9999355},"labels":[],"label_agreement":null},{"id":"W7030199223","doi":"","title":"Milestones at NRC's HIA (2006 Summer)","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"","score_opus":0.009426187674413238,"score_gpt":0.24107163190848474,"score_spread":0.2316454442340715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030199223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7034657,0.000015063635,0.000018513725,0.00022785494,0.00010018416,0.00008009486,0.000011529084,0.00003338392,0.29604766],"genre_scores_gemma":[0.97639257,0.000014272397,0.00097614236,0.00034324278,0.00009568606,0.000012532623,0.00001911603,0.000017021128,0.02212941],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987909,0.000031266016,0.00014910167,0.00022996223,0.00045920076,0.00033957514],"domain_scores_gemma":[0.9996546,0.000018588355,0.00005122514,0.00017701431,0.0000018975007,0.000096707925],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001060202,0.00013660043,0.000116169744,0.000012693938,0.00021057134,0.00002004265,0.00016284997,0.000064856504,0.016161073],"category_scores_gemma":[0.0000059342765,0.00012482126,0.00006225467,0.00009706656,0.00021669471,0.0001646692,0.00021782158,0.00007157812,0.0038940322],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007659826,0.00015020341,0.7262875,0.0000021435335,0.000004720598,0.000012087859,0.00007471566,0.00007141027,0.18570119,0.00022206827,0.084709585,0.002756695],"study_design_scores_gemma":[0.0002668658,0.000036107904,0.9010758,0.0000034541133,0.000011011557,0.0000050772487,0.000037502603,0.00004150967,0.00892289,0.0048488937,0.08454009,0.00021079066],"about_ca_topic_score_codex":0.0008825263,"about_ca_topic_score_gemma":0.0004147269,"teacher_disagreement_score":0.27391824,"about_ca_system_score_codex":0.00055714493,"about_ca_system_score_gemma":0.0000042320257,"threshold_uncertainty_score":0.99688154},"labels":[],"label_agreement":null},{"id":"W7033999149","doi":"","title":"Strategic Environmental Assessment (SEA) and provincial level expressway programme planning : an application framework and indicator system for China","year":2009,"lang":"en","type":"other","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Strategic environmental assessment; China; Process (computing); Strategic planning; Quality (philosophy); Baseline (sea); Environmental impact assessment","score_opus":0.023319935389218446,"score_gpt":0.2995331110335941,"score_spread":0.27621317564437564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033999149","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036271553,0.00009464514,0.71421784,0.00022168685,0.00035525655,0.031008208,0.0016353244,0.00085174723,0.21534374],"genre_scores_gemma":[0.81167173,0.0001217209,0.17204559,0.0004336602,0.00018940569,0.0065117027,0.002006351,0.00021891683,0.0068009463],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755466,0.00013352462,0.00050492794,0.0006073681,0.00065381615,0.000545702],"domain_scores_gemma":[0.99851805,0.000026573098,0.00062344683,0.00043672475,0.0000051605653,0.0003900172],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014224749,0.00046725184,0.00039497166,0.00020346639,0.00050304126,0.00062972965,0.0004462667,0.00059354596,0.00019058037],"category_scores_gemma":[0.000019443516,0.00045585056,0.00006951588,0.00015075183,0.00042402348,0.00171839,0.00029137352,0.00045631547,0.000037102673],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027424103,0.0024359028,0.06443223,0.0040332107,0.0003049202,0.00004215816,0.014487252,0.00071050634,0.037592296,0.040502734,0.04655751,0.788627],"study_design_scores_gemma":[0.004363999,0.0016378799,0.20793742,0.0038933915,0.00043265944,0.0001730513,0.0059207636,0.01313542,0.0097812675,0.008069653,0.7390098,0.0056447117],"about_ca_topic_score_codex":0.00042408748,"about_ca_topic_score_gemma":0.00011371568,"teacher_disagreement_score":0.78298235,"about_ca_system_score_codex":0.00083628023,"about_ca_system_score_gemma":0.000110659494,"threshold_uncertainty_score":0.9997893},"labels":[],"label_agreement":null},{"id":"W7034610448","doi":"","title":"Toronto air views, waterfront : alternative route for expressway suggested by Board of Trade","year":2008,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"On board; Work (physics); Government (linguistics); Air travel","score_opus":0.010318910224969162,"score_gpt":0.18208929590588863,"score_spread":0.17177038568091946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034610448","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060111247,0.0002283754,0.00028984385,0.00009997333,0.00020630452,0.0008847622,0.008549427,0.0002809069,0.9834493],"genre_scores_gemma":[0.04023973,0.00088987494,0.0008363772,0.00009704942,0.00008458659,5.860191e-7,0.0015331383,0.00022221444,0.9560965],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809563,0.000088927845,0.00020289829,0.00068617257,0.00040996715,0.0005164171],"domain_scores_gemma":[0.9987757,0.000058181573,0.0003991633,0.00039814072,0.000002402351,0.00036637427],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000016248403,0.00052305416,0.0006117441,0.00012967152,0.00021358159,0.000045263303,0.0011579288,0.00039823606,0.0027301798],"category_scores_gemma":[0.0000026316234,0.0005945263,0.00039305625,0.000276734,0.0006042206,0.0022234684,0.0007068867,0.00019019179,0.00011334468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002328358,0.00044433787,0.0091644,0.000045222685,0.00027102657,0.00008764557,0.0005764931,0.000023892673,0.00014534517,0.00019362105,0.9875642,0.0012509673],"study_design_scores_gemma":[0.0012195108,0.00023556362,0.0008447202,0.00010119748,0.000092369395,0.0000021160943,0.0019440351,0.0000071986456,0.0005669487,0.000020975023,0.99433446,0.0006308949],"about_ca_topic_score_codex":0.0019457161,"about_ca_topic_score_gemma":0.0003543367,"teacher_disagreement_score":0.034228604,"about_ca_system_score_codex":0.0007609441,"about_ca_system_score_gemma":0.000051012164,"threshold_uncertainty_score":0.9996506},"labels":[],"label_agreement":null},{"id":"W7038343928","doi":"","title":"Hydro dams and environmental justice for Indigenous people. a comparison of environmental decision-making in Canada and Brazil","year":2021,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Environmental justice; Hydropower; Natural resource; Environmental impact assessment; Resource (disambiguation); Environmental impact statement; Environmental studies","score_opus":0.011361398294187182,"score_gpt":0.2910481294737421,"score_spread":0.2796867311795549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038343928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99784636,0.0008852197,0.000013029825,0.0000065120266,0.00016324628,0.0003731895,0.000051323666,0.0000038661587,0.0006572202],"genre_scores_gemma":[0.9973026,0.00084332755,0.0002897738,0.000003174837,0.00003178733,0.0000022651964,0.00015186402,0.000022085293,0.0013531372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779946,0.00021965937,0.00027055354,0.00050848594,0.0008176924,0.0003841761],"domain_scores_gemma":[0.99876785,0.0006108345,0.00026246833,0.00015422626,0.0000069558346,0.00019763588],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034544032,0.00021121919,0.00047576046,0.000099926845,0.00079459575,0.00003547384,0.00020071946,0.00020668439,0.00018820059],"category_scores_gemma":[0.000051418734,0.00026715372,0.000048914142,0.00013174069,0.00031318676,0.00019930559,0.00030934953,0.00066514144,0.0000013455899],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037117847,0.00024771597,0.93331724,0.0002668366,0.000067021145,0.00005264552,0.026972745,0.00014533485,0.021261683,0.000001674644,0.00006072925,0.017235212],"study_design_scores_gemma":[0.000642036,0.0003862188,0.8849587,0.00020709696,0.00007122273,0.00000771483,0.11191442,0.00073388487,0.00030290213,0.000040585306,0.0004959433,0.00023928317],"about_ca_topic_score_codex":0.22085181,"about_ca_topic_score_gemma":0.5034994,"teacher_disagreement_score":0.28264755,"about_ca_system_score_codex":0.00095644296,"about_ca_system_score_gemma":0.00015407486,"threshold_uncertainty_score":0.99997807},"labels":[],"label_agreement":null},{"id":"W7039160559","doi":"","title":"McAfee Help^%1-8OO-235-6150^% McAfee antivirus helpline phone number, mcafee issue support remotely by third party","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phone; Smart phone; Phone call; Helpline","score_opus":0.010363310272750288,"score_gpt":0.274154626788829,"score_spread":0.26379131651607873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039160559","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071363505,0.000011412903,0.00077384023,0.0006415047,0.0012223907,0.0018931299,0.00066438573,0.0005417616,0.9871152],"genre_scores_gemma":[0.010220763,0.0021160915,0.0012425038,0.0009069683,0.00064635323,0.00019799393,0.0003075056,0.0007959286,0.98356587],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98972654,0.0008761065,0.0013391563,0.0043876115,0.0018811123,0.0017894475],"domain_scores_gemma":[0.9926158,0.00028765353,0.0011962097,0.0048832856,0.000023880402,0.0009931751],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002540855,0.0015238088,0.0015513545,0.00015650263,0.00045403952,0.00021629527,0.0027899565,0.0014322707,0.9626017],"category_scores_gemma":[0.00044429512,0.0014677151,0.0006377208,0.00036497568,0.0012044593,0.0006359341,0.0046456107,0.0011850448,0.97627205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011224465,0.0010311285,0.029198235,0.00009805662,0.00035119208,0.000102448765,0.00047513843,0.000011979129,0.018661344,0.00002714676,0.9246666,0.025264503],"study_design_scores_gemma":[0.0015088387,0.0000058776745,0.0079341605,0.00023711853,0.00017898074,0.000052769847,0.00010844365,0.000015725587,0.012520972,0.00085129135,0.97493804,0.0016478068],"about_ca_topic_score_codex":0.003492546,"about_ca_topic_score_gemma":0.00051048823,"teacher_disagreement_score":0.050271433,"about_ca_system_score_codex":0.0014322341,"about_ca_system_score_gemma":0.00012314714,"threshold_uncertainty_score":0.9998641},"labels":[],"label_agreement":null},{"id":"W7041058613","doi":"","title":"The Path Forward","year":2021,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Focus (optics); Key (lock); Path (computing); Corporate governance; Strategic planning","score_opus":0.009581102807482964,"score_gpt":0.24991926424241212,"score_spread":0.24033816143492914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7041058613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75171936,0.00028145412,0.000095156356,0.0016402956,0.00046419314,0.00016436646,0.000013538891,0.000057250905,0.2455644],"genre_scores_gemma":[0.97754973,0.00016596774,0.0005671481,0.0023056034,0.00011496386,0.000021957827,0.00001045447,0.000018011237,0.019246152],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987283,0.0000888616,0.00016434568,0.0002469051,0.00040096467,0.00037062494],"domain_scores_gemma":[0.99931943,0.000060347433,0.000049475635,0.0003478475,0.0000036308793,0.00021925493],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019618802,0.00012779361,0.000110191475,0.000002897178,0.00063639204,0.0001306482,0.00025604534,0.000060736238,0.0046614558],"category_scores_gemma":[0.000042666707,0.000092984534,0.000095807365,0.00012640627,0.00024472902,0.00026193762,0.0003285619,0.0001864295,0.0038203888],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064419466,0.00090616074,0.6968662,0.000021674447,0.00020938432,0.00038678333,0.0012107736,0.00036764288,0.074030936,0.05444654,0.11855463,0.05293481],"study_design_scores_gemma":[0.00046557465,0.00005901572,0.20043959,0.000011902334,0.000022514118,0.000014430189,0.00065139175,0.000044413908,0.007305721,0.010625156,0.7800447,0.0003156117],"about_ca_topic_score_codex":0.00054861745,"about_ca_topic_score_gemma":0.0011908952,"teacher_disagreement_score":0.66149,"about_ca_system_score_codex":0.00021407733,"about_ca_system_score_gemma":0.000014881709,"threshold_uncertainty_score":0.9969553},"labels":[],"label_agreement":null},{"id":"W7042296416","doi":"","title":"Opportunities for formal education in environmental impact assessment at Canadian universities","year":2003,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Formal education; Environmental impact assessment; Environmental education; Impact assessment; Work (physics); Government (linguistics)","score_opus":0.01628923378029084,"score_gpt":0.2482746834666244,"score_spread":0.23198544968633356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042296416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9336171,0.000042688425,0.00001328481,0.000109416396,0.00026718486,0.00054880924,0.00027187978,0.000009491535,0.06512014],"genre_scores_gemma":[0.93737626,0.0002815903,0.00059501355,0.00006133132,0.000019481866,0.0000029998703,0.0021850194,0.000034085788,0.059444193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986243,0.00007558348,0.00013982813,0.00032080375,0.00035110096,0.00048832956],"domain_scores_gemma":[0.9992359,0.000026964917,0.00024482966,0.00019978033,0.000006126069,0.00028639074],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001654484,0.00029193395,0.00032244666,0.00022906042,0.00046924758,0.000018285913,0.00030940908,0.00028303167,0.0010764156],"category_scores_gemma":[0.0000018994027,0.00038735318,0.00020965577,0.000091925234,0.00017530122,0.00065111514,0.000094786425,0.00019024094,0.000054601824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032074002,0.00073515956,0.9536942,0.00017832073,0.0002124023,0.00009172739,0.0036356426,0.00048750307,0.0020148873,0.00034583255,0.026928335,0.011355233],"study_design_scores_gemma":[0.00052027334,0.00014927241,0.8014407,0.000042813594,0.00008099451,0.0000029853677,0.18496282,0.00006793799,0.000059409347,0.000059558195,0.01226125,0.00035197672],"about_ca_topic_score_codex":0.17788209,"about_ca_topic_score_gemma":0.9575034,"teacher_disagreement_score":0.7796213,"about_ca_system_score_codex":0.009391682,"about_ca_system_score_gemma":0.0007066283,"threshold_uncertainty_score":0.99985784},"labels":[],"label_agreement":null},{"id":"W7043029503","doi":"","title":"Reports of the Canadian Public Consultation Panels to the Pollution from Land Use Activities Reference Group","year":2018,"lang":"en","type":"report","venue":"The Atrium (University of Guelph)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commission; Joint (building); Public consultation; Fact sheet; Minor (academic); Public health","score_opus":0.04591254669934196,"score_gpt":0.24385705216865838,"score_spread":0.1979445054693164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043029503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862643,0.000023427203,0.00003352451,0.002276411,0.00039233797,0.00045656817,0.0005049335,0.000009512235,0.010039023],"genre_scores_gemma":[0.99453634,0.00014075279,0.00006059286,0.000099600875,0.000066966946,6.948708e-7,0.00009035641,0.000010408779,0.0049942727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983147,0.00020045083,0.00017817401,0.00024672877,0.00082136824,0.00023860206],"domain_scores_gemma":[0.99858767,0.00010492997,0.0005541277,0.00059297896,0.000035202884,0.00012511914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005616757,0.00015626173,0.00022397262,0.000044797216,0.00080654316,0.000040439132,0.00060889433,0.00018490337,0.00078796875],"category_scores_gemma":[0.00013780627,0.00010268434,0.0001178138,0.00027000654,0.0008234247,0.00033565785,0.00045347682,0.00023791114,0.000039964347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019242511,0.00035709125,0.79458827,0.00007723778,0.0008439436,0.00007989307,0.031459123,0.00028133858,0.058546588,0.00015613918,0.101784006,0.011633941],"study_design_scores_gemma":[0.00008502696,0.000042495216,0.9293761,0.000029015551,0.00011323937,0.000006999393,0.0022377458,0.000006297006,0.000060553015,0.000144374,0.067780174,0.0001179409],"about_ca_topic_score_codex":0.796738,"about_ca_topic_score_gemma":0.75718844,"teacher_disagreement_score":0.13478786,"about_ca_system_score_codex":0.0010422429,"about_ca_system_score_gemma":0.00028913407,"threshold_uncertainty_score":0.86277056},"labels":[],"label_agreement":null},{"id":"W7043143035","doi":"","title":"The Role of Science in Contemporary Canadian Environmental Decision Making: The Example of Environmental Assessment Special Section: Canada and Climate Change","year":2019,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Environmental impact assessment; Environmental change; Risk assessment; Global warming","score_opus":0.012757313448268137,"score_gpt":0.24147068293323226,"score_spread":0.22871336948496412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043143035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98015064,0.00022025264,5.261456e-7,0.000088576126,0.0005680248,0.0006043376,0.00013223045,0.0000033730119,0.018232053],"genre_scores_gemma":[0.99920213,0.00016062995,0.00008028514,0.00027971785,0.00015271072,0.000026769527,0.000007289728,0.00001623151,0.00007420776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769557,0.00010331397,0.00040187585,0.00038906556,0.0008901889,0.0005199814],"domain_scores_gemma":[0.9989968,0.0001414657,0.0002062068,0.0004121365,0.0000017732116,0.00024159516],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007453915,0.00019998733,0.00022508968,0.000039777315,0.0006041723,0.000052541247,0.0005174029,0.00006802322,0.0015195933],"category_scores_gemma":[0.000007966196,0.0001444561,0.000049139464,0.00018773421,0.0014279945,0.0005004635,0.00048162238,0.0002573242,0.000032174325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029552093,0.00006832449,0.98545843,0.0000034133152,0.0000074474488,0.0000045711618,0.00040089982,0.0000328819,0.007452518,0.0006962852,0.00012720567,0.005718497],"study_design_scores_gemma":[0.00036648678,0.00009380955,0.9708472,0.000025888543,0.0000063057805,0.000005520485,0.0029141603,0.00011048442,0.00061330426,0.0003043546,0.024547841,0.00016464009],"about_ca_topic_score_codex":0.86733574,"about_ca_topic_score_gemma":0.92983484,"teacher_disagreement_score":0.06249909,"about_ca_system_score_codex":0.0016041939,"about_ca_system_score_gemma":0.00016387699,"threshold_uncertainty_score":0.99939317},"labels":[],"label_agreement":null},{"id":"W7043298641","doi":"","title":"Social Impact Assessment of the Proposed Dodds-Roundhill Coal Gasification Project","year":2017,"lang":"en","type":"article","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Defense Acquisition Program Administration; University of Alberta","keywords":"Nucleofection; Articular cartilage damage; Gestational period; Diafiltration; TSG101; Hyporeflexia","score_opus":0.050705182944534605,"score_gpt":0.35355316507523155,"score_spread":0.30284798213069697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043298641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97866523,0.0000019905847,0.0000967925,0.00082848914,0.00008781334,0.00044729252,0.000047043126,0.0000070853807,0.01981824],"genre_scores_gemma":[0.99719924,0.000028519702,0.00038041474,0.000013754308,0.000026175127,5.478234e-7,0.000010580259,0.000008961901,0.002331791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849033,0.00017729033,0.00013818793,0.00025142994,0.000640262,0.00030251683],"domain_scores_gemma":[0.9990462,0.000041871965,0.000347096,0.0004652343,0.000018362465,0.00008120003],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004641024,0.00013410968,0.0002229445,0.000035196485,0.0011477998,0.000039186027,0.00093424506,0.000094427596,0.0016247832],"category_scores_gemma":[0.000021215556,0.00011563187,0.00020480019,0.00010691485,0.0012371844,0.0006885572,0.0006420248,0.00019067545,0.000054773038],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053333773,0.00040138027,0.9516569,0.000030930187,0.00008064004,0.000007848385,0.003943383,0.000040128536,0.035752125,0.00021262812,0.0026044655,0.00521627],"study_design_scores_gemma":[0.0006313419,0.00013774584,0.9948186,0.000012307376,0.000030066627,0.0000012797916,0.0021220255,0.00034094925,0.0010429315,0.000060788578,0.00068171986,0.0001202154],"about_ca_topic_score_codex":0.009553718,"about_ca_topic_score_gemma":0.0013023418,"teacher_disagreement_score":0.043161765,"about_ca_system_score_codex":0.0004440265,"about_ca_system_score_gemma":0.00009085342,"threshold_uncertainty_score":0.99928784},"labels":[],"label_agreement":null},{"id":"W7044245053","doi":"","title":"The Western Newfoundland and Labrador offshore area strategic environmental assessment: public participation and learning","year":2014,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Strategic environmental assessment; Public participation; Citizen journalism; Process (computing); Order (exchange); Submarine pipeline; Participatory action research; Environmental impact assessment","score_opus":0.018177419872924882,"score_gpt":0.23508803685742294,"score_spread":0.21691061698449807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044245053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914695,0.00008358687,0.000030554966,0.00033291944,0.00008432183,0.0002265856,0.000010767422,0.000018507837,0.007743247],"genre_scores_gemma":[0.99461293,0.00073358935,0.00008923976,0.00001978669,0.000022254824,0.0000013445285,0.00020438524,0.00001962035,0.0042968695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986872,0.00018574788,0.000118619864,0.00032967632,0.00039990144,0.00027883286],"domain_scores_gemma":[0.9993051,0.00009206041,0.00028882033,0.00015692011,0.0000036093738,0.00015346831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024523897,0.00022430971,0.0002394477,0.000035689198,0.00097331515,0.000114112336,0.00019969133,0.00017615949,0.00006706641],"category_scores_gemma":[0.0000071105337,0.00022049107,0.000053467622,0.00006433982,0.0003860176,0.00034704705,0.00017762814,0.00036150683,0.00003166493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031129293,0.00006361229,0.99123734,0.000027641623,0.000052346706,0.0000051261222,0.0007605534,0.000023231665,0.00073518325,0.00007126337,0.00007638692,0.0069161677],"study_design_scores_gemma":[0.00039695445,0.00015381623,0.9690781,0.000023341687,0.00009270665,0.0000014969886,0.02569734,0.0006098904,0.000006104904,0.00012695884,0.0035994782,0.0002138129],"about_ca_topic_score_codex":0.0025665616,"about_ca_topic_score_gemma":0.37663466,"teacher_disagreement_score":0.37406808,"about_ca_system_score_codex":0.0002819314,"about_ca_system_score_gemma":0.00001353874,"threshold_uncertainty_score":0.8991365},"labels":[],"label_agreement":null},{"id":"W7066698558","doi":"","title":"Intégration du paysage et acceptabilité sociale dans les projets d'infrastructure au Québec : Le cas du projet de ligne de transport d’énergie d’interconnexion Québec–New Hampshire par Hydro-Québec.","year":2024,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social assistance; Social impact; Ligne","score_opus":0.004173296945999327,"score_gpt":0.1944551983311109,"score_spread":0.19028190138511158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066698558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732482,0.0018134613,0.0009738534,0.0055924235,0.000714953,0.000917362,0.00016485393,0.00017254864,0.016402377],"genre_scores_gemma":[0.9743781,0.00061409466,0.00057852734,0.00020946412,0.00041532525,0.000084859676,0.0006292489,0.000092588285,0.022997757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961353,0.0003700878,0.0007033467,0.0010507212,0.00087292545,0.0008676371],"domain_scores_gemma":[0.99829,0.000114153,0.00049308804,0.00038167418,0.000046926325,0.0006741778],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00042608584,0.00084606267,0.0006038697,0.00015932543,0.0066960873,0.00013798918,0.0006807757,0.0008842481,0.00046051486],"category_scores_gemma":[0.00007677844,0.00091943913,0.00061233935,0.00033349814,0.00090911484,0.0012065727,0.00024902492,0.0008951331,0.00010828889],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00039800574,0.00047123025,0.554034,0.0002126113,0.00031757,0.0009497666,0.35535577,0.0056248903,0.0703856,0.0010810139,0.00081504305,0.01035453],"study_design_scores_gemma":[0.00091413467,0.00022989753,0.87936884,0.00029484357,0.00056504906,0.00039384243,0.085231714,0.0014418467,0.014498964,0.00039031453,0.015785817,0.00088472536],"about_ca_topic_score_codex":0.991933,"about_ca_topic_score_gemma":0.9936749,"teacher_disagreement_score":0.32533488,"about_ca_system_score_codex":0.060398776,"about_ca_system_score_gemma":0.020303665,"threshold_uncertainty_score":0.99932563},"labels":[],"label_agreement":null},{"id":"W7067507317","doi":"","title":"Mediation in Environmental Assessments in Canada:\\nUnfulfilled Promise?","year":2010,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mediation; Process (computing); Context (archaeology); Party-directed mediation; Interim; Conciliation","score_opus":0.006922994201152919,"score_gpt":0.2404992909661443,"score_spread":0.2335762967649914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067507317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808878,0.000011861226,0.0000037734878,0.00019038153,0.000425777,0.0004808311,0.000028929404,0.000016326396,0.017954336],"genre_scores_gemma":[0.997863,0.000022439384,0.0005523682,0.00070328836,0.00006484272,0.000088765104,0.00005498414,0.000028286659,0.0006220142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976836,0.00010842482,0.00043631595,0.00045960408,0.0007316941,0.00058037025],"domain_scores_gemma":[0.9991771,0.000052974417,0.00012379859,0.0003152039,0.0000010739483,0.0003298713],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033523564,0.00025338828,0.00026429692,0.00004033459,0.00011593591,0.00004115091,0.000359609,0.00013474583,0.00913282],"category_scores_gemma":[0.000030029343,0.00025854967,0.000047675687,0.00019196226,0.00015019772,0.0006149488,0.00023621725,0.00063731056,0.0005563721],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018568277,0.0002256633,0.95984274,0.0000030451988,0.0000058631517,0.000040748484,0.00010896081,0.00015194161,0.037471708,0.00009979089,0.00028094428,0.0017500303],"study_design_scores_gemma":[0.0012536111,0.000035780744,0.9912937,0.000008496876,0.000004860211,0.0000032239964,0.00029413725,0.00032957943,0.0018765237,0.0004642372,0.004123107,0.0003126868],"about_ca_topic_score_codex":0.7711172,"about_ca_topic_score_gemma":0.980355,"teacher_disagreement_score":0.20923783,"about_ca_system_score_codex":0.0026631868,"about_ca_system_score_gemma":0.00013925487,"threshold_uncertainty_score":0.99998665},"labels":[],"label_agreement":null},{"id":"W70677642","doi":"10.1007/978-1-4614-7303-9_4","title":"HIA: A Methodological Overview","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Computer science","score_opus":0.14930892387931316,"score_gpt":0.35665842400646386,"score_spread":0.2073495001271507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W70677642","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013152136,0.00013624037,0.0011265097,0.00022149672,0.00015759298,0.00020076135,0.000008466627,0.00006486817,0.9979525],"genre_scores_gemma":[0.0020708556,0.0006392265,0.004812195,0.0024783455,0.00013096427,0.000007678419,0.000021990909,0.000043083557,0.9897957],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852103,0.000066116816,0.00025927983,0.00042468557,0.00045837005,0.00027051556],"domain_scores_gemma":[0.9992521,0.00011268621,0.00013799308,0.00031192333,0.0000013257545,0.00018396518],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037033754,0.00033030348,0.00044873726,0.000015775831,0.00009631539,0.000023385117,0.0002895467,0.000398747,0.14393874],"category_scores_gemma":[0.000017736342,0.00025204525,0.00023184047,0.000014945843,0.00028330844,0.000059838756,0.0005147578,0.00031635142,0.014303145],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003286847,0.00014914793,0.0041743233,0.000075180644,0.00025136556,0.00009539369,0.0001873027,0.00003804903,0.0009447718,0.52403915,0.19764951,0.27236292],"study_design_scores_gemma":[0.00013250815,0.00010363552,0.0039641485,0.000025019812,0.000055728895,0.0000069377747,0.0000043815435,0.000008873807,0.000024453413,0.0655675,0.9296875,0.00041930412],"about_ca_topic_score_codex":0.00007463333,"about_ca_topic_score_gemma":0.000039037506,"teacher_disagreement_score":0.732038,"about_ca_system_score_codex":0.00029988217,"about_ca_system_score_gemma":0.0000044276558,"threshold_uncertainty_score":0.9999932},"labels":[],"label_agreement":null},{"id":"W7071754997","doi":"","title":"Stakeholders' experiences of an interpretation accreditation system : a case study in Banff National Park, Canada / by Rosanna L. Maunder.","year":2007,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Accreditation; Qualitative research; Context (archaeology); Field (mathematics)","score_opus":0.03251200708864116,"score_gpt":0.29368034470752435,"score_spread":0.2611683376188832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071754997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94329274,0.000043224354,0.000047291578,0.0000043569435,0.00047745515,0.00061390875,0.0000879822,0.00002490168,0.05540815],"genre_scores_gemma":[0.9960836,5.5736984e-7,0.000014978033,0.00000190916,0.000022398059,0.000013269012,0.0005708652,0.00002355309,0.0032688575],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977934,0.00033928326,0.00042709973,0.00047160318,0.0006625563,0.00030606159],"domain_scores_gemma":[0.9991011,0.00012700418,0.00032438364,0.00021295343,0.00004696303,0.00018758414],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031138695,0.0003106937,0.00036998428,0.00027417054,0.00027241107,0.000033099957,0.0004158933,0.00020659003,0.00016790409],"category_scores_gemma":[0.000023438546,0.00036941943,0.000068301655,0.0007324811,0.00012414006,0.00064254523,0.00009180708,0.00029783085,0.00000856988],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011989996,0.008317123,0.31315884,0.0005314893,0.00038028968,0.0054221917,0.6415674,0.001301554,0.0015451661,0.00025411326,0.009911296,0.016411522],"study_design_scores_gemma":[0.0012380636,0.0003489248,0.0730366,0.00014158136,0.00008354664,0.000029614146,0.92251664,0.00081666536,0.0003379917,0.000009031916,0.000909726,0.00053162215],"about_ca_topic_score_codex":0.19833207,"about_ca_topic_score_gemma":0.99436706,"teacher_disagreement_score":0.796035,"about_ca_system_score_codex":0.0033320691,"about_ca_system_score_gemma":0.00036830327,"threshold_uncertainty_score":0.9998758},"labels":[],"label_agreement":null},{"id":"W7084602444","doi":"10.1016/j.buildenv.2025.113819","title":"Evaluating high-resolution mean radiant temperature within an urban street canopy: Resolving spatiotemporal variations with LiDAR/thermal infrared scanning and data-driven simulation","year":2025,"lang":"en","type":"article","venue":"Building and Environment","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Longwave; Irradiance; Thermal inertia; Shortwave; Thermal; Mean radiant temperature; Street canyon; Infrared; Thermal infrared; Radiance","score_opus":0.026268394401183004,"score_gpt":0.3077844599108881,"score_spread":0.2815160655097051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084602444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960295,0.0000886727,0.0030328115,0.0001571008,0.00006357029,0.00035685563,0.00005134686,0.000040525996,0.00017959868],"genre_scores_gemma":[0.97307557,0.00002923267,0.026285915,0.00013742498,0.000063833446,0.00001905642,0.00017361644,0.000022872966,0.00019247764],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99817455,0.00017548949,0.00029229824,0.0006432626,0.00040707385,0.00030734754],"domain_scores_gemma":[0.99917126,0.00006322792,0.00016338086,0.0004250408,0.0000029209425,0.00017416559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050996395,0.00024525865,0.00020397111,0.000059013906,0.0007433419,0.00014900308,0.00019587355,0.00011751068,0.00008564925],"category_scores_gemma":[0.000025659188,0.00022305828,0.000016389458,0.00012684485,0.00021593907,0.00078968017,0.00042008402,0.00021062997,0.00000314762],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050529998,0.00010315299,0.44133207,0.000014080949,0.0000536655,0.0000050939993,0.0024619005,0.52407175,0.025675813,0.00011218288,0.000045484325,0.0060742516],"study_design_scores_gemma":[0.00083349145,0.00023152235,0.6883608,0.00009434949,0.00010583064,0.0000015647898,0.0005255806,0.3087895,0.00040713674,0.00019098923,0.00015429586,0.00030491865],"about_ca_topic_score_codex":0.0015657365,"about_ca_topic_score_gemma":0.00030361823,"teacher_disagreement_score":0.24702877,"about_ca_system_score_codex":0.00038944418,"about_ca_system_score_gemma":0.000025736677,"threshold_uncertainty_score":0.90960526},"labels":[],"label_agreement":null},{"id":"W7094420573","doi":"","title":"Privacy impact assessment (PIA) guideline for securing personal data","year":2013,"lang":"","type":"dissertation","venue":"Universiti Sains Malaysia Institutional Repository (Universiti Sains Malaysia)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Guideline; Personally identifiable information; Order (exchange); Information privacy; Maturity (psychological); Field (mathematics); Risk assessment; Privacy by Design","score_opus":0.02344388865909992,"score_gpt":0.30069194783857656,"score_spread":0.27724805917947665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7094420573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9388296,0.00024900894,0.008338502,0.0006069363,0.0025759307,0.003758309,0.004314818,0.00023963768,0.041087236],"genre_scores_gemma":[0.9423081,0.00045779863,0.009893313,0.00039184178,0.0013436122,0.000059039172,0.027330933,0.00023987703,0.01797548],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9876215,0.0006015289,0.0018789798,0.003919979,0.003351112,0.0026268866],"domain_scores_gemma":[0.9925043,0.00040657283,0.0022742886,0.0025158087,0.00041886975,0.0018801756],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0010572793,0.0024275992,0.0019273635,0.0010774945,0.0059235855,0.00080604147,0.004898411,0.0015976937,0.007855663],"category_scores_gemma":[0.0001022056,0.0029533273,0.0017389271,0.0012852071,0.002059562,0.008109823,0.0034028934,0.0019410382,0.0006992993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033688282,0.009604501,0.053987835,0.0019168807,0.010935984,0.0066131996,0.021050027,0.6614799,0.14019638,0.015040409,0.061341252,0.014464833],"study_design_scores_gemma":[0.0075895404,0.0016857543,0.0515581,0.0010763556,0.0032563102,0.00047460315,0.045656864,0.8308649,0.00072108273,0.00029600228,0.051823746,0.00499675],"about_ca_topic_score_codex":0.0035406563,"about_ca_topic_score_gemma":0.00004135717,"teacher_disagreement_score":0.16938502,"about_ca_system_score_codex":0.018784296,"about_ca_system_score_gemma":0.0029877748,"threshold_uncertainty_score":0.99969846},"labels":[],"label_agreement":null},{"id":"W7095240552","doi":"","title":"Article Futures Analysis of Urban Land Use and Wetland Change in Saskatoon, Canada: An Application in Strategic Environmental Assessment","year":2015,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Strategic environmental assessment; Futures contract; Wetland; Land use; Environmental impact assessment; Land use, land-use change and forestry","score_opus":0.03020254397721897,"score_gpt":0.27572792062490104,"score_spread":0.24552537664768206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095240552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989148,0.000022228458,0.000012950309,0.00006663189,0.000014042772,0.00023366635,0.00002900786,0.0000047423837,0.0007019749],"genre_scores_gemma":[0.99950343,0.000018448003,0.00018343928,0.00015007691,0.000011444765,0.000029098643,0.000060351103,0.0000067477927,0.000036988622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989003,0.00008392984,0.00023140827,0.00025140177,0.00032586494,0.00020707696],"domain_scores_gemma":[0.99956566,0.000019417183,0.00007122399,0.00016144279,0.0000011075737,0.00018114853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002115792,0.00011802399,0.0002083589,0.00006697744,0.000030728395,0.000024818597,0.00008863905,0.00005206274,0.00017360068],"category_scores_gemma":[0.0000018235547,0.000105578685,0.000019317626,0.00030599866,0.00009311715,0.0005091943,0.000082101906,0.00008029967,0.0000022254326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010923342,0.00024186731,0.99455553,0.0000013882542,0.000020779427,0.0000044639014,0.0010071812,0.0006408562,0.0029308144,0.00003332712,0.00001803,0.00053483504],"study_design_scores_gemma":[0.00047745995,0.00006997988,0.9857205,0.0000016952001,0.000040790634,4.6827498e-7,0.0024103585,0.010905994,0.00013166404,0.00008155939,0.000037858903,0.00012168209],"about_ca_topic_score_codex":0.7303789,"about_ca_topic_score_gemma":0.9679393,"teacher_disagreement_score":0.23756039,"about_ca_system_score_codex":0.0006557197,"about_ca_system_score_gemma":0.000023804942,"threshold_uncertainty_score":0.4305374},"labels":[],"label_agreement":null},{"id":"W7095877539","doi":"","title":"Ministry of Environment","year":2013,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Christian ministry; Watershed; General partnership; Monitoring and evaluation; Data collection; Plan (archaeology)","score_opus":0.007130072969057406,"score_gpt":0.2229372976731957,"score_spread":0.2158072247041383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095877539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.829806,0.000003739627,0.00015395923,0.00016330091,0.000022582473,0.00011250166,0.0000012921785,0.000009497515,0.16972712],"genre_scores_gemma":[0.98827505,0.000011755124,0.0020380986,0.00019471944,0.000008998544,0.000014926813,0.0000020658515,0.0000059450913,0.009448411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999382,0.000014269709,0.00013341199,0.0001157889,0.00020849708,0.00014603429],"domain_scores_gemma":[0.9997201,0.000011767362,0.000043138883,0.00014193435,4.714125e-7,0.00008259325],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000038774127,0.00007212101,0.00008184064,0.0000058243145,0.000032848075,0.000006753179,0.000115161776,0.000034661665,0.100075044],"category_scores_gemma":[0.0000023952398,0.00005864636,0.00003997035,0.000033106124,0.00017403356,0.0001634513,0.00014375283,0.000036140867,0.005873628],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025805746,0.0003718612,0.76309866,0.0000047733974,0.000016918551,0.0000013614074,0.00033148797,0.00011229054,0.19955891,0.00018354905,0.01336787,0.022949733],"study_design_scores_gemma":[0.00017611428,0.00007335254,0.97135955,0.0000018347725,0.0000057779125,0.0000013451704,0.00035967742,0.00008425602,0.020619845,0.0014940983,0.005692436,0.00013173014],"about_ca_topic_score_codex":0.00060199416,"about_ca_topic_score_gemma":0.000002270759,"teacher_disagreement_score":0.20826086,"about_ca_system_score_codex":0.000066386245,"about_ca_system_score_gemma":0.0000012615275,"threshold_uncertainty_score":0.9949004},"labels":[],"label_agreement":null},{"id":"W7095878497","doi":"","title":"British Columbia.","year":2001,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Judgement; Government (linguistics); Product (mathematics); Information system; Information management","score_opus":0.008277452120552163,"score_gpt":0.23492762950853638,"score_spread":0.2266501773879842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095878497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6351813,0.000002650701,0.000063544765,0.00004715072,0.000036771784,0.000041548414,5.298663e-7,0.000027692575,0.3645988],"genre_scores_gemma":[0.8747632,0.000038803097,0.00040224037,0.0007332713,0.000021926588,0.000004570526,0.0000023027576,0.0000057278958,0.124027945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99947184,0.000011422604,0.00006789788,0.00011970678,0.00015948052,0.00016967683],"domain_scores_gemma":[0.99981743,0.0000054927286,0.000013765198,0.00007605713,4.3659725e-7,0.00008679141],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000046258003,0.000033873017,0.00005021105,0.0000015649246,0.00008679043,0.00010634364,0.000088741166,0.000027334168,0.26299894],"category_scores_gemma":[0.0000037835619,0.000052515443,0.000027347533,0.00007774755,0.00008305128,0.00017564857,0.000093631665,0.000038488906,0.001881722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.106214e-7,0.0000575989,0.9213978,1.781228e-7,0.0000019727286,0.000020438136,0.000018914883,0.000004725981,0.00051898713,0.0000020296577,0.053461004,0.024515964],"study_design_scores_gemma":[0.00011854552,0.00001984298,0.9183438,0.0000011678142,0.0000020918824,0.000023877123,0.000064239524,0.000020083153,0.000014976547,0.000663516,0.0806451,0.00008276536],"about_ca_topic_score_codex":0.07264908,"about_ca_topic_score_gemma":0.088986024,"teacher_disagreement_score":0.26111722,"about_ca_system_score_codex":0.00008454334,"about_ca_system_score_gemma":0.000001134354,"threshold_uncertainty_score":0.9988954},"labels":[],"label_agreement":null},{"id":"W7096145914","doi":"","title":"the Environmental Commissioner of Ontario","year":2015,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.019680319988342482,"score_gpt":0.24773329231519478,"score_spread":0.2280529723268523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096145914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8215936,0.000015172376,0.000029760366,0.0001681523,0.00008748216,0.00008157613,0.0000014594415,0.000007892501,0.1780149],"genre_scores_gemma":[0.94730914,0.00000604534,0.00041185398,0.0001231615,0.000010095608,0.0000039773827,0.0000026475227,0.0000056799504,0.0521274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991959,0.000031394513,0.00014425447,0.00009901268,0.00036563538,0.00016383686],"domain_scores_gemma":[0.999589,0.000022347389,0.000052222447,0.00017704979,5.732707e-7,0.0001587585],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019460515,0.00007797698,0.000075204094,0.0000038849794,0.00013187467,0.000011796769,0.00019646891,0.000031626176,0.0035758326],"category_scores_gemma":[0.000006329834,0.000045869183,0.00004080608,0.000033192064,0.00030343188,0.00012067943,0.00023769613,0.00007460616,0.0005835263],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001883753,0.00015422316,0.9746535,2.8677246e-7,0.000011169636,0.0000014374124,0.0021716864,0.00006521512,0.0036258872,0.00013298997,0.013260967,0.005903816],"study_design_scores_gemma":[0.00041314308,0.00011632058,0.68175745,0.0000016062721,0.00000891979,0.000002992688,0.0010123712,0.000035340225,0.0031383613,0.001436453,0.31195024,0.00012676403],"about_ca_topic_score_codex":0.014531139,"about_ca_topic_score_gemma":0.009204633,"teacher_disagreement_score":0.29868928,"about_ca_system_score_codex":0.000708105,"about_ca_system_score_gemma":0.000022045897,"threshold_uncertainty_score":0.997335},"labels":[],"label_agreement":null},{"id":"W7096419158","doi":"","title":"Development","year":2010,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nomination; Presentation (obstetrics); Power (physics); Generator (circuit theory)","score_opus":0.008811211217601124,"score_gpt":0.25077646582709245,"score_spread":0.24196525460949134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096419158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70328,1.5341563e-7,0.00007206993,0.000051866384,0.000090217145,0.000028507748,1.01389624e-7,0.000021079506,0.29645604],"genre_scores_gemma":[0.9671519,3.7580287e-7,0.024551792,0.00034534835,0.000017935414,0.000004676447,0.0000012660474,0.000004135325,0.007922612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999594,0.0000030848557,0.000060100527,0.00008720373,0.00013418264,0.00012144767],"domain_scores_gemma":[0.9998325,0.0000039177753,0.0000114546565,0.00007534194,2.907949e-7,0.00007645423],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000060028946,0.000047141428,0.000032569154,0.0000038905546,0.00008446514,0.000010617681,0.000085914384,0.000026965972,0.033373214],"category_scores_gemma":[0.0000031728946,0.00003761754,0.000012841715,0.00003592299,0.000058471698,0.00009696242,0.00009956592,0.00007566537,0.005442336],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015927237,0.00013034219,0.46073472,5.4894423e-7,0.000004784849,0.0000026931273,0.00055976043,0.000003168745,0.45422027,0.000737997,0.0037473482,0.07985677],"study_design_scores_gemma":[0.00008010779,0.000005031678,0.701185,2.4609304e-7,9.62532e-7,0.0000016513673,0.000056805355,0.000011668984,0.02172108,0.00023333871,0.27661055,0.00009359519],"about_ca_topic_score_codex":0.000044553446,"about_ca_topic_score_gemma":0.000290068,"teacher_disagreement_score":0.43249917,"about_ca_system_score_codex":0.000030593816,"about_ca_system_score_gemma":0.000002767967,"threshold_uncertainty_score":0.99533206},"labels":[],"label_agreement":null},{"id":"W7096494219","doi":"","title":"Canadian Environmental Protection Act, 1999 Ecological Screening Assessment Report on","year":2006,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk assessment; Environmental impact assessment; Biodiversity","score_opus":0.012282353770428403,"score_gpt":0.2519401772514717,"score_spread":0.2396578234810433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096494219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7558058,0.0000018714624,0.00069860264,0.0006836793,0.000120114404,0.00045283436,0.000011677609,0.000059148897,0.2421663],"genre_scores_gemma":[0.98501396,0.000003397057,0.0017349656,0.00058962236,0.00010347289,0.00006977333,0.000089261055,0.000021238979,0.0123743145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980704,0.00007514875,0.00029454436,0.00047088813,0.0005446917,0.00054428075],"domain_scores_gemma":[0.9993297,0.000018437504,0.00010446431,0.0002470128,7.983326e-7,0.00029959655],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027348203,0.00023009253,0.00016172428,0.000048470043,0.00047812125,0.00006087875,0.0001672185,0.00014554821,0.012973381],"category_scores_gemma":[0.0000066794155,0.0001991358,0.00009504302,0.00010737145,0.00013896129,0.00026161983,0.00011864164,0.00025972124,0.0009465386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000136890185,0.0006926737,0.9660733,0.0000016142243,0.000020169637,0.00040636203,0.000026781605,0.0025824727,0.011459439,0.00020088098,0.005248094,0.013274526],"study_design_scores_gemma":[0.000249296,0.0001855995,0.9698227,0.0000032557932,0.000009659882,0.000051542127,0.000065818815,0.00042269478,0.0008736435,0.00034851057,0.027702505,0.00026476188],"about_ca_topic_score_codex":0.19623604,"about_ca_topic_score_gemma":0.07357685,"teacher_disagreement_score":0.22979198,"about_ca_system_score_codex":0.002460323,"about_ca_system_score_gemma":0.00002343397,"threshold_uncertainty_score":0.9998313},"labels":[],"label_agreement":null},{"id":"W7096547246","doi":"","title":"Environmental impacts","year":2007,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Champion; Government (linguistics); Negotiation; Natural resource; Sustainable development; Sustainability; Work (physics); Capacity building; Developing country","score_opus":0.007350454029317594,"score_gpt":0.25790170970121895,"score_spread":0.25055125567190134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096547246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7793154,0.000008419939,0.00074624975,0.00005341433,0.00007783958,0.0000845545,0.000002099578,0.00003992771,0.2196721],"genre_scores_gemma":[0.99417853,0.000013784223,0.001209925,0.00084264897,0.000047045512,0.0000015826947,0.0000047432995,0.000013174657,0.0036885347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892145,0.0000123178015,0.00015611922,0.00018476388,0.0003231833,0.000402182],"domain_scores_gemma":[0.99954623,0.00002413585,0.000037226775,0.000148123,1.9646214e-7,0.00024411781],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027382473,0.00011996997,0.00008166068,0.000015277457,0.00012258002,0.000015439527,0.00013684799,0.000056019784,0.023704858],"category_scores_gemma":[0.0000052204564,0.000102216516,0.00005439567,0.00007646475,0.00016348662,0.00025714625,0.00016718092,0.00008433037,0.0053250827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013241869,0.00019634521,0.8480135,7.1237594e-7,0.000008675284,0.000021780323,0.00028176777,0.000009450214,0.12016692,0.00009212626,0.0027126076,0.028482841],"study_design_scores_gemma":[0.00021325344,0.000053347212,0.9723646,9.0539726e-7,0.0000047457743,0.000008087762,0.00031653664,0.000009728814,0.012918129,0.00032926924,0.013620892,0.00016052103],"about_ca_topic_score_codex":0.00014703549,"about_ca_topic_score_gemma":0.000083811225,"teacher_disagreement_score":0.21598355,"about_ca_system_score_codex":0.000325784,"about_ca_system_score_gemma":0.000001573022,"threshold_uncertainty_score":0.99544936},"labels":[],"label_agreement":null},{"id":"W7096609650","doi":"","title":"House of Commons","year":2011,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Mandate; House of Commons; Commons; Waste disposal; Harbour; Wastewater","score_opus":0.03257505447050103,"score_gpt":0.2518473118215856,"score_spread":0.21927225735108458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096609650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66710275,0.0000012097955,0.00009936233,0.000007646483,0.000018231294,0.000030226855,8.272033e-7,0.000018411263,0.33272135],"genre_scores_gemma":[0.99672437,0.0000036950219,0.0018686787,0.00009250512,0.0000030733186,0.0000016631252,2.694909e-7,0.000006211583,0.001299556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996674,0.000007890664,0.00007524141,0.00005996904,0.000099695426,0.00008978593],"domain_scores_gemma":[0.9998228,0.000005417981,0.000025585656,0.00009764629,3.8849535e-7,0.00004813766],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004112252,0.000040890896,0.00005491226,0.0000049270775,0.00002608244,0.0000011648435,0.000096310694,0.0000198466,0.01491307],"category_scores_gemma":[0.000002116114,0.000032881562,0.000026499763,0.000044858756,0.00013280738,0.00008566282,0.000096031035,0.000026227788,0.00071318366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004214613,0.0002083109,0.9859475,8.708464e-7,0.0000057489524,0.0000014148693,0.001100715,0.0000018047994,0.008429428,0.0006869514,0.0014747534,0.002138298],"study_design_scores_gemma":[0.00010181745,0.000057884194,0.97578067,0.00000103232,0.0000046554946,6.3459623e-7,0.00020411257,0.00000681583,0.021388158,0.0018671926,0.0005268539,0.000060187624],"about_ca_topic_score_codex":0.0012797113,"about_ca_topic_score_gemma":0.00013105794,"teacher_disagreement_score":0.3314218,"about_ca_system_score_codex":0.000025445177,"about_ca_system_score_gemma":9.3391986e-7,"threshold_uncertainty_score":0.9859874},"labels":[],"label_agreement":null},{"id":"W7096692742","doi":"","title":"Report on the 2004-5 Ontario Health Promotion Resource System Provincial Needs Assessment","year":2005,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Needs assessment; Resource (disambiguation); Health promotion; Public health; Promotion (chess); Health care","score_opus":0.0181581759390928,"score_gpt":0.27732178592054557,"score_spread":0.25916360998145277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096692742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68791455,0.000002615322,0.0002795092,0.0072270525,0.00010506766,0.0007311442,0.000002984583,0.0000838179,0.30365324],"genre_scores_gemma":[0.9587283,9.740933e-7,0.0007407475,0.0015050007,0.00016767324,0.000058076257,0.000018740593,0.000017506229,0.038762942],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979689,0.00015707039,0.00038187535,0.00029918275,0.00078340544,0.00040952544],"domain_scores_gemma":[0.9991795,0.000027198383,0.00021679184,0.00039135964,0.0000024687122,0.00018272115],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008894957,0.00019167182,0.00017733453,0.000025972558,0.0005378788,0.00007060213,0.0002350412,0.000067784895,0.0032737926],"category_scores_gemma":[0.000007658144,0.00012377139,0.000081540835,0.00015501112,0.00011021753,0.00022605225,0.00015438483,0.0002743062,0.00064742134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054718672,0.0028476259,0.8325159,0.000033395347,0.000080950485,0.00007695196,0.00650187,0.0024038432,0.0011396501,0.00706708,0.10840907,0.038868926],"study_design_scores_gemma":[0.000613882,0.0010582773,0.78115195,0.00006700012,0.00002384785,0.000112826805,0.0039762934,0.0006253923,0.0006008123,0.000111014444,0.21116501,0.0004936719],"about_ca_topic_score_codex":0.027854437,"about_ca_topic_score_gemma":0.03888932,"teacher_disagreement_score":0.2708138,"about_ca_system_score_codex":0.0072556855,"about_ca_system_score_gemma":0.00011505393,"threshold_uncertainty_score":0.99763733},"labels":[],"label_agreement":null},{"id":"W7096738325","doi":"","title":"Submitted to: Mackenzie Valley Environmental Impact Review Panel","year":2012,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Watershed; Aquatic ecosystem; Environmental impact assessment; Fish <Actinopterygii>; Fish habitat; Plan (archaeology); Habitat; Impact assessment; Aquatic environment","score_opus":0.027441306145341893,"score_gpt":0.30348423553165205,"score_spread":0.27604292938631014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096738325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96543866,0.0010484323,0.00010408354,0.00053685455,0.00019066963,0.0006573735,0.000047780173,0.00007433807,0.031901807],"genre_scores_gemma":[0.9877992,0.00149825,0.0007587554,0.0062145256,0.00010060319,0.00004182386,0.000063452695,0.00003454332,0.0034888093],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795276,0.0000920103,0.00028877507,0.0002909849,0.0005671024,0.00080839253],"domain_scores_gemma":[0.99873513,0.00002970974,0.00007642035,0.00035830913,7.4766314e-7,0.0007996718],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003491267,0.00029155577,0.0002771969,0.000021300088,0.00015755443,0.00002145981,0.00030171,0.000075940006,0.06397119],"category_scores_gemma":[0.000020487245,0.00022845942,0.00018829506,0.00018614625,0.00011737129,0.0005683725,0.00041345716,0.000145438,0.015830379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012146199,0.0005713421,0.90015715,0.00002120215,0.00004213164,0.000004108369,0.0003582169,0.000017322784,0.0194251,0.000015645322,0.06474226,0.014633367],"study_design_scores_gemma":[0.00021870199,0.00010722152,0.9665195,0.000042788255,0.000043484775,0.000016149193,0.00008412441,0.000008714295,0.0013715952,0.00003285763,0.03114558,0.00040929468],"about_ca_topic_score_codex":0.00049759366,"about_ca_topic_score_gemma":0.000016406098,"teacher_disagreement_score":0.06636233,"about_ca_system_score_codex":0.00073857605,"about_ca_system_score_gemma":0.000004644139,"threshold_uncertainty_score":0.98493594},"labels":[],"label_agreement":null},{"id":"W7096744685","doi":"","title":"Okanagan Region Environmental Guidelines for Urban and Rural Land Development in British Columbia Section Five: Regional Information Packages","year":2014,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Land use; Information system; Rural development; Rural area","score_opus":0.013840974895450008,"score_gpt":0.24241809970907374,"score_spread":0.22857712481362374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096744685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99737674,0.000015474005,0.0008731483,0.00025907467,0.000083264385,0.00035744364,0.000008428901,0.00002477749,0.0010016285],"genre_scores_gemma":[0.9947331,0.00006534405,0.0022837175,0.0007760883,0.00007317332,0.0000528162,0.0001305041,0.00000961604,0.0018756485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990331,0.000033351094,0.0003069864,0.00016522768,0.00023249879,0.00022884768],"domain_scores_gemma":[0.9997081,0.000027390724,0.00008961388,0.00007766182,0.0000034839836,0.00009375586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021515292,0.00010202968,0.00012787654,0.000020094329,0.00023188133,0.0001556386,0.00007709385,0.00008563448,0.00022621179],"category_scores_gemma":[0.000027958491,0.00013715764,0.000030095856,0.000054277694,0.00011099369,0.000644694,0.00009551409,0.00006503735,0.000026902924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008549153,0.000043605334,0.93497,0.000008159919,0.000006277281,6.214731e-7,0.00046996758,0.00006435487,0.00026315544,0.0000046230944,0.019361412,0.04479927],"study_design_scores_gemma":[0.0007988,0.00007270108,0.94928396,0.000020020276,0.000005086182,0.000012773107,0.0007686423,0.0008471134,0.000043759086,0.00026793612,0.047684863,0.00019436057],"about_ca_topic_score_codex":0.009133481,"about_ca_topic_score_gemma":0.031880487,"teacher_disagreement_score":0.044604905,"about_ca_system_score_codex":0.00027761827,"about_ca_system_score_gemma":0.000005251426,"threshold_uncertainty_score":0.9974648},"labels":[],"label_agreement":null},{"id":"W7096848914","doi":"","title":"1 How to Improve Japanese EIA legislation by Utilizing International Experience","year":2015,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Mandate; Public participation; Public consultation; Environmental impact assessment; Environmental law; Scope (computer science)","score_opus":0.025602336349370196,"score_gpt":0.2948186848885153,"score_spread":0.2692163485391451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096848914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9017572,0.0000053645563,0.0010369335,0.0016209357,0.00043529444,0.00015472982,0.000007292166,0.00003669475,0.09494558],"genre_scores_gemma":[0.9762821,0.0000023181774,0.0015763704,0.0007100605,0.00006170023,0.000023766119,0.000012251567,0.000008329221,0.021323085],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900514,0.000018264758,0.000096834236,0.00022807566,0.00043569691,0.00021600894],"domain_scores_gemma":[0.9995621,0.000008832091,0.000037494847,0.00012241387,0.0000036628287,0.00026548436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010982815,0.00009885352,0.00006852022,0.000012723893,0.000060480896,0.00010720662,0.00021907342,0.000038995444,0.0008327591],"category_scores_gemma":[0.000046132587,0.000086997126,0.000024670866,0.000085253654,0.000069703216,0.00078713376,0.00022579657,0.000050848415,0.00042452794],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046153098,0.00031502463,0.28472415,0.000001455774,0.000022012238,0.000006699977,0.028288435,0.00020209908,0.5770079,0.00015103522,0.07367311,0.035561904],"study_design_scores_gemma":[0.0025021215,0.00069192325,0.21942624,0.000017867573,0.000021969267,0.000013301126,0.09418194,0.004707707,0.079860836,0.0010028386,0.59593785,0.0016354101],"about_ca_topic_score_codex":0.0007107139,"about_ca_topic_score_gemma":0.000058435682,"teacher_disagreement_score":0.5222647,"about_ca_system_score_codex":0.00038076457,"about_ca_system_score_gemma":0.0000040050845,"threshold_uncertainty_score":0.9118128},"labels":[],"label_agreement":null},{"id":"W7096873174","doi":"","title":"Draft Environmental Impact Statement—Released January 2000 http://www.usbr.gov/lc/region/saltnsea/deistoc.html Last Accessed","year":2013,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact statement; Jurisdiction; Boundary (topology); Submarine pipeline; State (computer science); Environmental impact assessment; Position (finance); Control (management)","score_opus":0.010326539310976712,"score_gpt":0.2590829620399456,"score_spread":0.24875642272896886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096873174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9619279,0.00007809667,0.00043300315,0.0006765955,0.00023519257,0.0015319962,0.00008337828,0.00019003614,0.03484379],"genre_scores_gemma":[0.97661984,0.00018027029,0.0005872961,0.001885762,0.00014095282,0.00023173516,0.00020403387,0.00009701362,0.020053066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99532366,0.0002180882,0.00083063624,0.0009797654,0.0012344933,0.0014133817],"domain_scores_gemma":[0.9977965,0.0000992609,0.00034680878,0.00078751304,0.0000055574765,0.0009643569],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025310947,0.00078732974,0.00055746717,0.000094308394,0.00061235554,0.00031124934,0.000862815,0.00026304173,0.05999476],"category_scores_gemma":[0.000018463637,0.00065001484,0.000384481,0.00032393215,0.0007293144,0.0023943253,0.0007229643,0.00046855936,0.028112141],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095965,0.0019781392,0.79784906,0.000024250348,0.00022865842,0.00008127218,0.0012192021,0.00054364104,0.06724888,0.000038424976,0.12039769,0.010294845],"study_design_scores_gemma":[0.0017928822,0.0005082369,0.977945,0.000022223776,0.000067925546,0.000023611236,0.0011637097,0.0014561015,0.0025016263,0.0004243576,0.013035811,0.001058487],"about_ca_topic_score_codex":0.0064855414,"about_ca_topic_score_gemma":0.00022288205,"teacher_disagreement_score":0.18009599,"about_ca_system_score_codex":0.002552748,"about_ca_system_score_gemma":0.0000636398,"threshold_uncertainty_score":0.9995951},"labels":[],"label_agreement":null},{"id":"W7096888160","doi":"","title":"Development","year":2010,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nomination; Presentation (obstetrics); Power (physics); Generator (circuit theory)","score_opus":0.008811211217601124,"score_gpt":0.25077646582709245,"score_spread":0.24196525460949134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096888160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70328,1.5341563e-7,0.00007206993,0.000051866384,0.000090217145,0.000028507748,1.01389624e-7,0.000021079506,0.29645604],"genre_scores_gemma":[0.9671519,3.7580287e-7,0.024551792,0.00034534835,0.000017935414,0.000004676447,0.0000012660474,0.000004135325,0.007922612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999594,0.0000030848557,0.000060100527,0.00008720373,0.00013418264,0.00012144767],"domain_scores_gemma":[0.9998325,0.0000039177753,0.0000114546565,0.00007534194,2.907949e-7,0.00007645423],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000060028946,0.000047141428,0.000032569154,0.0000038905546,0.00008446514,0.000010617681,0.000085914384,0.000026965972,0.033373214],"category_scores_gemma":[0.0000031728946,0.00003761754,0.000012841715,0.00003592299,0.000058471698,0.00009696242,0.00009956592,0.00007566537,0.005442336],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015927237,0.00013034219,0.46073472,5.4894423e-7,0.000004784849,0.0000026931273,0.00055976043,0.000003168745,0.45422027,0.000737997,0.0037473482,0.07985677],"study_design_scores_gemma":[0.00008010779,0.000005031678,0.701185,2.4609304e-7,9.62532e-7,0.0000016513673,0.000056805355,0.000011668984,0.02172108,0.00023333871,0.27661055,0.00009359519],"about_ca_topic_score_codex":0.000044553446,"about_ca_topic_score_gemma":0.000290068,"teacher_disagreement_score":0.43249917,"about_ca_system_score_codex":0.000030593816,"about_ca_system_score_gemma":0.000002767967,"threshold_uncertainty_score":0.99533206},"labels":[],"label_agreement":null},{"id":"W7097131371","doi":"","title":"Final Report to the North American Commission for Environmental Cooperation Barry Commoner","year":2000,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commission; Commoner; Permission; Reproduction; Government (linguistics)","score_opus":0.015029804748186043,"score_gpt":0.27135240539915684,"score_spread":0.2563226006509708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097131371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96229774,0.0000026722687,0.0007798167,0.0024389427,0.000051238592,0.0005519373,0.000030269652,0.00002743502,0.033819947],"genre_scores_gemma":[0.94627124,0.00001219092,0.0013180751,0.0018053055,0.000067985995,0.000080020785,0.00008514806,0.000015761576,0.0503443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988964,0.00005021961,0.00021712574,0.00026424965,0.00030377822,0.00026817754],"domain_scores_gemma":[0.99945575,0.000033385113,0.000050649833,0.00028087533,9.1404337e-7,0.00017843656],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016115216,0.00014656418,0.00012776873,0.00000866282,0.00048724073,0.000040426712,0.00021746555,0.000024896459,0.008726045],"category_scores_gemma":[0.000007632848,0.00009772262,0.00006346121,0.000121759695,0.00020312716,0.0001679983,0.000099814504,0.000086848646,0.0012124436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011643243,0.0004279581,0.6493595,0.0000015452741,0.000021231663,0.000016228703,0.00071652076,0.0046264394,0.004124941,0.000010862277,0.0946569,0.2459214],"study_design_scores_gemma":[0.00017728911,0.00016949921,0.6454054,0.0000011055213,0.000010027597,0.00001292524,0.00013607033,0.00043667026,0.000334181,0.0000068516797,0.35316655,0.0001433971],"about_ca_topic_score_codex":0.0005258132,"about_ca_topic_score_gemma":0.0011902896,"teacher_disagreement_score":0.25850964,"about_ca_system_score_codex":0.00020878001,"about_ca_system_score_gemma":0.0000043158448,"threshold_uncertainty_score":0.99956524},"labels":[],"label_agreement":null},{"id":"W7097198217","doi":"","title":"1 STRENGTHENING THE CONSERVATION OF BIODIVERSITY: REFORMING ONTARIO=S PROVINCIAL PARKS ACT","year":2016,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislature; Legislation; Mandate; Accountability; Resource (disambiguation); Resource management (computing); Public participation; Diversity (politics)","score_opus":0.014106559093813288,"score_gpt":0.22311459635542555,"score_spread":0.20900803726161227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097198217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98081464,8.9163586e-7,0.000095619995,0.00074241305,0.000047580288,0.0001103989,0.000006202985,0.000011588469,0.018170673],"genre_scores_gemma":[0.99678075,0.000003835305,0.00023274342,0.00025144624,0.000011190036,0.0000024379108,0.0000019647985,0.0000023152388,0.0027133399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99936897,0.000024107327,0.00013057614,0.00010830465,0.00022659551,0.00014146879],"domain_scores_gemma":[0.9997168,0.000039116414,0.000090438036,0.000113200535,0.0000020179737,0.00003842998],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015616232,0.000069247806,0.000071321614,0.000007777357,0.00015331786,0.000007708555,0.0001476911,0.000036304133,0.0036301073],"category_scores_gemma":[0.000014434735,0.000033538952,0.00004007687,0.00004825417,0.00019617158,0.00029922312,0.00017086219,0.000045835623,0.00013463537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012925422,0.000030950698,0.9608561,7.260758e-7,0.000008689109,5.18352e-7,0.0010151678,0.0000016525689,0.019853814,0.00003506261,0.0007165418,0.01746787],"study_design_scores_gemma":[0.00035582785,0.00007621159,0.97321415,0.000010041374,0.000015833659,9.726738e-7,0.00065704697,0.000010933378,0.016146801,0.00025413436,0.009149955,0.00010807006],"about_ca_topic_score_codex":0.06353009,"about_ca_topic_score_gemma":0.059787698,"teacher_disagreement_score":0.017359799,"about_ca_system_score_codex":0.00038371264,"about_ca_system_score_gemma":0.000015666488,"threshold_uncertainty_score":0.9972807},"labels":[],"label_agreement":null},{"id":"W7097396230","doi":"","title":"Bioregional Planning for Aggregate Extraction in the Townships of Uxbridge and Scugog","year":2014,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Strategic planning; Human geography; Moraine; Aggregate (composite)","score_opus":0.03375288940179542,"score_gpt":0.31070588952090944,"score_spread":0.276953000119114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097396230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98906916,0.000009824045,0.0014283855,0.00042098062,0.00002641863,0.0001374843,0.0000020015725,0.000003965099,0.008901792],"genre_scores_gemma":[0.9988317,0.000007614992,0.0006569116,0.00024833382,0.00002025492,0.000010789712,0.0000033708764,0.0000032533846,0.0002177943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954647,0.000037239704,0.00009291322,0.00009387174,0.00012472736,0.00010479079],"domain_scores_gemma":[0.99976975,0.000103578874,0.000043551026,0.000058443486,6.549165e-7,0.000024024495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031396,0.000051443967,0.0000612193,0.000011023213,0.00006106342,0.000010489773,0.0000702068,0.000027661557,0.00008798961],"category_scores_gemma":[0.000016828486,0.00003374817,0.000020686415,0.000044574033,0.00010734802,0.00012951234,0.000030270017,0.000044141216,0.00000711383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036966565,0.00014434838,0.9471201,0.000012093772,0.0000062943677,9.5100427e-7,0.0019375246,0.00019126954,0.024118586,0.0016344882,0.0013385456,0.023458855],"study_design_scores_gemma":[0.0002852341,0.0000782223,0.9920469,0.000008724231,0.0000044794483,0.000002988818,0.0006194851,0.0008134295,0.0015213409,0.0020429974,0.0025149374,0.00006124653],"about_ca_topic_score_codex":0.00018100462,"about_ca_topic_score_gemma":0.000044088876,"teacher_disagreement_score":0.044926837,"about_ca_system_score_codex":0.00002706374,"about_ca_system_score_gemma":0.0000011951752,"threshold_uncertainty_score":0.13762103},"labels":[],"label_agreement":null},{"id":"W7097552135","doi":"","title":"Dear Mr. Ehrlich,","year":2010,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Timeline; Plan (archaeology); Work (physics); Enforcement; Vetting; Section (typography); Closing (real estate)","score_opus":0.006693513153478912,"score_gpt":0.25447998407103417,"score_spread":0.24778647091755526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097552135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70072645,5.7464587e-7,0.000044087974,0.00017710454,0.0001337093,0.00004676863,8.1295957e-7,0.00003050442,0.29884002],"genre_scores_gemma":[0.98532236,0.0000029779485,0.0023883332,0.0006995319,0.00004788549,0.0000046113846,0.0000018823694,0.000007886335,0.011524516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99941635,0.000009374694,0.000073070274,0.00013292993,0.00018247524,0.00018577868],"domain_scores_gemma":[0.9997074,0.000010647198,0.000018024968,0.00014399724,5.308843e-7,0.0001194163],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007551214,0.000071323826,0.00005506604,0.0000059048384,0.000098202945,0.000019449266,0.00013847483,0.000050647766,0.040279813],"category_scores_gemma":[0.000007237438,0.00005779755,0.00003316691,0.000060150796,0.0001317205,0.00017484534,0.00013304097,0.00013341295,0.006128475],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024775372,0.00012824385,0.6943069,6.639335e-7,0.0000053721787,0.00000412391,0.00019514583,0.000007885654,0.28624654,0.00087728695,0.008175871,0.010049481],"study_design_scores_gemma":[0.00019694876,0.000034971854,0.904806,6.004796e-7,0.000005119246,0.0000048661864,0.00008819949,0.00008457388,0.014705975,0.0017380224,0.07815128,0.00018339783],"about_ca_topic_score_codex":0.00044233372,"about_ca_topic_score_gemma":0.00039403304,"teacher_disagreement_score":0.2873155,"about_ca_system_score_codex":0.00003307291,"about_ca_system_score_gemma":0.0000020306247,"threshold_uncertainty_score":0.99464536},"labels":[],"label_agreement":null},{"id":"W7097579563","doi":"","title":"Acknowledgments","year":2010,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commission; Information system; Resource management (computing); Task (project management); Resource (disambiguation); Information resource; Human resources","score_opus":0.006851803381111486,"score_gpt":0.260409752690333,"score_spread":0.25355794930922154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097579563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6027996,2.9750996e-7,0.00003858308,0.00006628707,0.00018920418,0.00003472945,4.1690475e-7,0.000021301381,0.3968496],"genre_scores_gemma":[0.9809207,0.0000013391334,0.0018061369,0.00036227662,0.00004073033,0.000004494358,0.0000014629524,0.0000055880528,0.0168573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995502,0.00000606058,0.000058308327,0.00010640654,0.00013673838,0.00014228445],"domain_scores_gemma":[0.999773,0.00000638295,0.00001356494,0.00011403714,5.557845e-7,0.00009244731],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005756488,0.00005621513,0.000040933373,0.0000048950114,0.00007510255,0.00001383091,0.0001159135,0.000035864712,0.0669194],"category_scores_gemma":[0.0000076261704,0.00004539239,0.000024098585,0.000051331823,0.00009516863,0.0001496013,0.00012437569,0.000101269005,0.011263141],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016572111,0.0001328083,0.70837975,4.4347883e-7,0.000003967451,0.0000018940758,0.0001174654,0.0000018394874,0.25523704,0.00046536297,0.01217456,0.023483237],"study_design_scores_gemma":[0.00020589678,0.000024309784,0.86599565,5.170871e-7,0.00000378991,0.0000024385033,0.000051204926,0.000055138866,0.012553242,0.0018871299,0.119072266,0.0001484239],"about_ca_topic_score_codex":0.00007708933,"about_ca_topic_score_gemma":0.0002106174,"teacher_disagreement_score":0.3799923,"about_ca_system_score_codex":0.000027467984,"about_ca_system_score_gemma":0.0000013772661,"threshold_uncertainty_score":0.9895067},"labels":[],"label_agreement":null},{"id":"W7097618130","doi":"","title":"Staff Summaries","year":2016,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Planner; Conformity; Resource (disambiguation); Natural resource; Natural heritage; Natural (archaeology); Field (mathematics)","score_opus":0.009655161295515139,"score_gpt":0.2447543043962677,"score_spread":0.23509914310075256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097618130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7432401,0.0000018218219,0.000645724,0.001240402,0.000059634505,0.00004632117,0.000004498424,0.000038201095,0.25472328],"genre_scores_gemma":[0.9661302,0.000012141819,0.0004862951,0.00019618687,0.000015423275,0.0000035903179,6.4786985e-7,0.0000049839996,0.03315053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995153,0.000012827511,0.0000608057,0.00010501408,0.00015000722,0.00015607919],"domain_scores_gemma":[0.99980104,0.000020281248,0.000014659559,0.00009285459,3.9719285e-7,0.00007074782],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000044778342,0.00005545366,0.000045683035,0.000004204011,0.000061174294,0.000009912636,0.00008548556,0.000022438488,0.03179362],"category_scores_gemma":[0.000007969896,0.00002967448,0.000023148412,0.00003497765,0.00015770926,0.00023264438,0.00012025028,0.000015668082,0.003570074],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007849113,0.00013195774,0.77872956,6.654286e-7,0.000008867314,0.000004355002,0.00016646019,0.0000016941723,0.082190596,0.0028426168,0.028195828,0.107719526],"study_design_scores_gemma":[0.0005117179,0.00012537229,0.68834,0.0000046051177,0.0000062749614,0.0000018993522,0.00025103017,0.000004210267,0.020381907,0.007741931,0.28235874,0.000272274],"about_ca_topic_score_codex":0.00009844729,"about_ca_topic_score_gemma":0.000074057876,"teacher_disagreement_score":0.2541629,"about_ca_system_score_codex":0.000107027015,"about_ca_system_score_gemma":0.0000015254111,"threshold_uncertainty_score":0.99720573},"labels":[],"label_agreement":null},{"id":"W7097673183","doi":"","title":"British Columbia.","year":2001,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Judgement; Government (linguistics); Product (mathematics); Information system; Information management","score_opus":0.008277452120552163,"score_gpt":0.23492762950853638,"score_spread":0.2266501773879842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097673183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6351813,0.000002650701,0.000063544765,0.00004715072,0.000036771784,0.000041548414,5.298663e-7,0.000027692575,0.3645988],"genre_scores_gemma":[0.8747632,0.000038803097,0.00040224037,0.0007332713,0.000021926588,0.000004570526,0.0000023027576,0.0000057278958,0.124027945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99947184,0.000011422604,0.00006789788,0.00011970678,0.00015948052,0.00016967683],"domain_scores_gemma":[0.99981743,0.0000054927286,0.000013765198,0.00007605713,4.3659725e-7,0.00008679141],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000046258003,0.000033873017,0.00005021105,0.0000015649246,0.00008679043,0.00010634364,0.000088741166,0.000027334168,0.26299894],"category_scores_gemma":[0.0000037835619,0.000052515443,0.000027347533,0.00007774755,0.00008305128,0.00017564857,0.000093631665,0.000038488906,0.001881722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.106214e-7,0.0000575989,0.9213978,1.781228e-7,0.0000019727286,0.000020438136,0.000018914883,0.000004725981,0.00051898713,0.0000020296577,0.053461004,0.024515964],"study_design_scores_gemma":[0.00011854552,0.00001984298,0.9183438,0.0000011678142,0.0000020918824,0.000023877123,0.000064239524,0.000020083153,0.000014976547,0.000663516,0.0806451,0.00008276536],"about_ca_topic_score_codex":0.07264908,"about_ca_topic_score_gemma":0.088986024,"teacher_disagreement_score":0.26111722,"about_ca_system_score_codex":0.00008454334,"about_ca_system_score_gemma":0.000001134354,"threshold_uncertainty_score":0.9988954},"labels":[],"label_agreement":null},{"id":"W7097765229","doi":"","title":"feature em Implementing Accountability within a Multipollutant Air Quality Management Framework","year":2010,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Air quality index; Accountability; Quality management; Quality (philosophy); Air pollution; Feature (linguistics)","score_opus":0.013969149097056023,"score_gpt":0.32720349009289196,"score_spread":0.3132343409958359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097765229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674108,0.0000025481895,0.0008151158,0.0006190205,0.00040985088,0.00053080794,0.000024426376,0.00011242938,0.03007502],"genre_scores_gemma":[0.952513,0.0000031710172,0.043654934,0.0012160856,0.00007716841,0.000042313703,0.000008928491,0.000021211692,0.0024632078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978231,0.000083043844,0.00032059476,0.00052119594,0.0006588391,0.0005932346],"domain_scores_gemma":[0.9989986,0.000063542735,0.00016154622,0.00055594405,0.0000034274947,0.00021697658],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010193976,0.00025728563,0.00021724332,0.000019915502,0.00042057535,0.00007753357,0.000401542,0.00018038518,0.007914661],"category_scores_gemma":[0.00004231542,0.00021204553,0.00012269727,0.00022018647,0.00020401804,0.00040025415,0.00077417365,0.0005896266,0.00055258936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042605694,0.0006080777,0.92175746,0.00003215249,0.00008463417,0.00001236888,0.0040794406,0.00005779728,0.039425634,0.0042333235,0.0017295806,0.02793693],"study_design_scores_gemma":[0.00036825438,0.000027983871,0.9792853,0.00000793451,0.000022565297,0.000002604486,0.0047043096,0.000100651334,0.0026282878,0.0041157645,0.0083703585,0.00036596388],"about_ca_topic_score_codex":0.00067138067,"about_ca_topic_score_gemma":0.0035821483,"teacher_disagreement_score":0.057527866,"about_ca_system_score_codex":0.0002354657,"about_ca_system_score_gemma":0.000005487563,"threshold_uncertainty_score":0.9929922},"labels":[],"label_agreement":null},{"id":"W7097831024","doi":"","title":"Guidance Manual for Establishing, Maintaining and Improving Producer Responsibility Organizations in Canada","year":2001,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Production (economics); Quality (philosophy); Process (computing)","score_opus":0.007600266032131636,"score_gpt":0.2523549413464771,"score_spread":0.2447546753143455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097831024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99410796,0.000009237179,0.00077738526,0.0005072554,0.00005452272,0.00030976784,0.000008173787,0.0000121142575,0.00421359],"genre_scores_gemma":[0.99464184,0.000006284921,0.0030650657,0.00043012103,0.00002010979,0.000018526065,0.000005915797,0.000010504161,0.0018016362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990979,0.000037144637,0.00016661869,0.0002750425,0.0001575876,0.0002657463],"domain_scores_gemma":[0.9996665,0.00007266672,0.000041111158,0.0001296144,0.000004209098,0.00008588616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033520267,0.000087906374,0.00009025571,0.000013291012,0.00014317587,0.000035030742,0.000097876225,0.000026105185,0.0006443696],"category_scores_gemma":[0.00025984686,0.00008306322,0.000008228065,0.00021531344,0.00005577761,0.00036214865,0.00014927004,0.00006609301,0.0000044769995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013136382,0.000024881367,0.9910833,0.0000026482614,0.0000015841803,0.0000037810444,0.00030096824,0.0002002118,0.0030782237,0.000055616547,0.00044447195,0.0047911657],"study_design_scores_gemma":[0.00026433414,0.000025021382,0.99434435,0.00000442908,0.000003472779,0.0000032731766,0.0015093976,0.0011568891,0.00064424664,0.0004257201,0.0014850178,0.00013385914],"about_ca_topic_score_codex":0.7799738,"about_ca_topic_score_gemma":0.9445573,"teacher_disagreement_score":0.1645835,"about_ca_system_score_codex":0.0011565031,"about_ca_system_score_gemma":0.0001060206,"threshold_uncertainty_score":0.70553946},"labels":[],"label_agreement":null},{"id":"W7097927959","doi":"","title":"Enabler of Environmental Action in","year":2006,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Champion; Enabling; Negotiation; Natural resource; Capacity building; Action (physics); Core (optical fiber); Developing country","score_opus":0.009441002193036906,"score_gpt":0.24275432960687168,"score_spread":0.2333133274138348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097927959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9058885,0.000007306965,0.0000442373,0.0000245809,0.000031193907,0.000075754724,0.0000032568253,0.0000076042506,0.093917556],"genre_scores_gemma":[0.9957497,0.000014513226,0.0003454275,0.000046526377,0.0000146213615,0.0000043685527,0.0000058170394,0.0000059286854,0.0038130805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993646,0.0000204658,0.00015562674,0.00011973883,0.00018908,0.0001504575],"domain_scores_gemma":[0.9998421,0.000009397497,0.000041649033,0.00008094353,1.3997858e-7,0.000025760668],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000068441164,0.00006934277,0.000081272476,0.000018608533,0.000024505014,0.0000036291374,0.00006678408,0.00004028084,0.009751341],"category_scores_gemma":[0.0000010624632,0.00006304343,0.00003059642,0.00007313321,0.000104535786,0.00019810477,0.00006797026,0.000048380014,0.00029419275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005365174,0.00028449658,0.75301576,0.0000012361239,0.0000013807305,0.0000017816944,0.000052862677,0.00034061092,0.24206804,0.00007671499,0.00037691835,0.0037748201],"study_design_scores_gemma":[0.00022928232,0.000024705452,0.9735567,0.0000015216215,0.000002094073,8.409379e-7,0.00015520323,0.00005838929,0.023643423,0.0007688296,0.0014852253,0.00007377047],"about_ca_topic_score_codex":0.0020827667,"about_ca_topic_score_gemma":0.00038624194,"teacher_disagreement_score":0.22054094,"about_ca_system_score_codex":0.00021723029,"about_ca_system_score_gemma":0.0000013211752,"threshold_uncertainty_score":0.9911539},"labels":[],"label_agreement":null},{"id":"W7098052456","doi":"","title":"TREMONT, ME 1 Community Profile 2 PEOPLE AND PLACES Regional orientation","year":2013,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fishing; Census; Port (circuit theory); Tourism; Recreation; Commercial fishing; Quarter (Canadian coin); Square (algebra)","score_opus":0.015909930300564992,"score_gpt":0.2587597673488554,"score_spread":0.24284983704829044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098052456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95069116,0.0000052229047,0.000060700266,0.0004267005,0.000026586296,0.00020696702,0.000002303039,0.000026045926,0.04855431],"genre_scores_gemma":[0.9921234,0.000017094175,0.0010729225,0.00040613007,0.00001240485,0.000032339674,0.000021208263,0.0000059706636,0.006308487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939924,0.00008394571,0.000091114365,0.000104053695,0.00017818347,0.00014348235],"domain_scores_gemma":[0.9997189,0.000043140404,0.000034543253,0.00010508794,0.000001753133,0.00009654123],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009664235,0.00008056599,0.00007434371,0.00000854653,0.00028363505,0.000044475775,0.000086831446,0.000035672932,0.011059709],"category_scores_gemma":[0.0000065229465,0.00006523155,0.000017730295,0.00006752648,0.00013067095,0.0005655421,0.00012686578,0.0000967021,0.00074451504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006820201,0.00021887274,0.9499444,0.000006240129,0.000009731806,3.0699957e-7,0.005095163,0.000011109855,0.019439422,0.00012735496,0.018718516,0.00642208],"study_design_scores_gemma":[0.00020982475,0.00006046278,0.99288005,0.0000021169872,0.0000043146697,0.0000023224427,0.004250831,0.00029856336,0.00061316934,0.0011408362,0.0004407506,0.00009673318],"about_ca_topic_score_codex":0.011090709,"about_ca_topic_score_gemma":0.0012818187,"teacher_disagreement_score":0.04293569,"about_ca_system_score_codex":0.00008477488,"about_ca_system_score_gemma":0.0000022748234,"threshold_uncertainty_score":0.99549454},"labels":[],"label_agreement":null},{"id":"W7098107728","doi":"","title":"Assessing Corporate Certification as Impetus for Accurate Reporting in Alberta’s","year":2012,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Certification; Land reclamation; Oil sands; Public opinion; Work (physics); Public policy; Environmental policy; Environmental consulting","score_opus":0.1155833034311098,"score_gpt":0.3748558495131532,"score_spread":0.2592725460820434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098107728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9509208,0.000005854553,0.00077571295,0.000316077,0.00016090459,0.00029732464,7.834691e-7,0.000019213472,0.04750329],"genre_scores_gemma":[0.9939472,0.000004492371,0.0021783004,0.00027529208,0.000051209387,0.000053879136,0.00002087837,0.000015701966,0.0034530356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986318,0.000039826533,0.00054816494,0.00019666893,0.00017181775,0.00041174053],"domain_scores_gemma":[0.99888074,0.00007759183,0.0007645342,0.00014217627,0.0000024122376,0.000132555],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070631807,0.00011677955,0.00013644545,0.000019758385,0.00013176157,0.00007326772,0.00009155788,0.00006485968,0.0010017367],"category_scores_gemma":[0.00024574797,0.00010306334,0.00005158359,0.00013615207,0.000059243164,0.0014981934,0.00008015961,0.000072852024,0.0003833719],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007208279,0.0001418321,0.95012593,0.000004398765,0.000004446387,0.0000011249942,0.0006188028,0.00008286994,0.041368242,0.00030309873,0.00023981792,0.0071022557],"study_design_scores_gemma":[0.00023182924,0.000023715107,0.98428994,0.000007742059,0.000008986557,0.000006185073,0.0007963881,0.00069340924,0.010926044,0.0016639994,0.0011582361,0.00019349577],"about_ca_topic_score_codex":0.0032998442,"about_ca_topic_score_gemma":0.00049277686,"teacher_disagreement_score":0.04405025,"about_ca_system_score_codex":0.0003235674,"about_ca_system_score_gemma":0.000009892625,"threshold_uncertainty_score":0.9999115},"labels":[],"label_agreement":null},{"id":"W7098121670","doi":"","title":"Dear Mr. Haefele,","year":2007,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"National park; Section (typography); Memorandum; CLARITY; Environmental impact statement; Work (physics); Plan (archaeology)","score_opus":0.010128809827014683,"score_gpt":0.27234223512043515,"score_spread":0.26221342529342045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098121670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6251473,0.0000027897556,0.0012529343,0.00006555215,0.00005586227,0.000048826307,4.4475613e-7,0.000029290628,0.373397],"genre_scores_gemma":[0.9820603,0.0000054573184,0.0024308586,0.0008557901,0.000036338526,0.000001226995,0.0000018030612,0.0000076004308,0.014600633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999275,0.000008765542,0.00010138047,0.00012855504,0.00022376263,0.00026249426],"domain_scores_gemma":[0.9997275,0.0000175395,0.000020923188,0.00010375742,5.4278365e-7,0.00012976842],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020263284,0.00007198373,0.000058040325,0.000008908052,0.00009225229,0.000012016883,0.0001076969,0.000040365434,0.014166519],"category_scores_gemma":[0.000005474018,0.000060024395,0.000034141798,0.00009146926,0.0000993514,0.0001592895,0.00011262152,0.00005961552,0.0041723456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001084016,0.0001774246,0.90265787,0.0000012015116,0.00000961493,0.000023165443,0.00029480876,0.000024662075,0.048074137,0.000630237,0.008969111,0.039126944],"study_design_scores_gemma":[0.00014974314,0.000036393107,0.95873195,9.306897e-7,0.000003453329,0.0000028900677,0.00019127525,0.000014251697,0.009819096,0.00066434074,0.03026336,0.00012231858],"about_ca_topic_score_codex":0.00033559365,"about_ca_topic_score_gemma":0.00016866614,"teacher_disagreement_score":0.35879636,"about_ca_system_score_codex":0.00013508036,"about_ca_system_score_gemma":0.0000013795179,"threshold_uncertainty_score":0.996603},"labels":[],"label_agreement":null},{"id":"W7099398647","doi":"","title":"Forestry in Ontario Control of Public Forests How it works and new opportunities for change Fact Sheet #5: Control of Public Forests","year":2015,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Logging; Government (linguistics); Community forestry; Fact sheet; Control (management); Forester; Forest management; Illegal logging","score_opus":0.19115223287235372,"score_gpt":0.2944956242770967,"score_spread":0.10334339140474297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099398647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801191,0.0001142049,0.008839267,0.0061952174,0.00010350556,0.00125602,0.00007804526,0.000018946152,0.003275698],"genre_scores_gemma":[0.996782,0.000028604276,0.00033396456,0.0005197812,0.000042576772,0.000119378,0.000044450557,0.000023389652,0.0021058298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815005,0.00009440899,0.00039509547,0.00029033906,0.00048754804,0.00058255624],"domain_scores_gemma":[0.99873763,0.0001545555,0.00026338364,0.00023746275,0.000018586732,0.0005883814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006632123,0.00025718778,0.00050409907,0.00009698378,0.000058182417,0.000092645336,0.00029430536,0.00019205773,0.0004831581],"category_scores_gemma":[0.00012669855,0.00021966771,0.00010912467,0.000098048076,0.0004958117,0.0015306919,0.00015225678,0.00015788258,0.000002946423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000651504,0.00018216558,0.9827012,0.00001369217,0.000045458477,0.0000038083665,0.0011460503,0.00002521374,0.000075081676,0.00043996566,0.0015867595,0.013715463],"study_design_scores_gemma":[0.005447338,0.00051794655,0.984173,0.000034962155,0.000033903703,0.0000031945508,0.003726625,0.0010462187,0.00005583144,0.0022110553,0.0024919636,0.00025796154],"about_ca_topic_score_codex":0.05484794,"about_ca_topic_score_gemma":0.68832797,"teacher_disagreement_score":0.63348,"about_ca_system_score_codex":0.00047639784,"about_ca_system_score_gemma":0.00015009921,"threshold_uncertainty_score":0.9514459},"labels":[],"label_agreement":null},{"id":"W7100069876","doi":"","title":"Canada&amp;apos;s Guide to Sustainable Municipal","year":2007,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Sustainability; Process (computing); Sustainable development; Private sector; Plan (archaeology); Public investment","score_opus":0.028216198450473764,"score_gpt":0.33806035015695407,"score_spread":0.30984415170648033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100069876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6252832,0.0000028930917,0.0006085415,0.0004953407,0.000060085782,0.00013991586,0.0000021067624,0.000018168428,0.37338978],"genre_scores_gemma":[0.7674655,0.0000016978901,0.0022319658,0.0040241983,0.000034319095,0.000003990322,0.000004108414,0.000010675296,0.22622357],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852586,0.00001612215,0.0001839812,0.00019949394,0.0004247402,0.00064979494],"domain_scores_gemma":[0.99934006,0.000030613053,0.000026759379,0.000221445,0.00000306382,0.00037808926],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003456452,0.00011960861,0.00010026815,0.00001710477,0.00019741192,0.000022439603,0.0002441789,0.00004008765,0.007631497],"category_scores_gemma":[0.000031832962,0.000107682776,0.000028618506,0.00019966648,0.000055826466,0.00015323074,0.00036107487,0.000076600896,0.0007368444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004136222,0.00022398475,0.26735404,0.0000073558967,0.000027013677,0.00017740711,0.0017742229,0.00096332957,0.013107608,0.0016102243,0.7066908,0.008022654],"study_design_scores_gemma":[0.00011794541,0.00002781289,0.18689546,0.0000011918223,0.0000037066768,0.0000021968979,0.0020772025,0.000005206961,0.0013936432,0.0000915277,0.8092228,0.00016131085],"about_ca_topic_score_codex":0.9600491,"about_ca_topic_score_gemma":0.96470594,"teacher_disagreement_score":0.1471662,"about_ca_system_score_codex":0.0015403404,"about_ca_system_score_gemma":0.000043412474,"threshold_uncertainty_score":0.99327564},"labels":[],"label_agreement":null},{"id":"W7100133065","doi":"","title":"NOTICE REGISTRATION OF CLASS II UNDERTAKING AND PREPARATION OF TERMS OF REFERENCE FOR ENVIRONMENTAL ASSESSMENT PURSUANT TO THE NOVA SCOTIA ENVIRONMENT ACT","year":2005,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Notice; Class (philosophy); Environmental impact assessment; World class","score_opus":0.030416552248555464,"score_gpt":0.3289624851940537,"score_spread":0.29854593294549825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100133065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811811,0.0000120820305,0.0051811566,0.00066777726,0.000040197825,0.0009256388,0.00005476087,0.000005703568,0.011931575],"genre_scores_gemma":[0.99015564,0.000040901814,0.008821282,0.000120721954,0.000023007746,0.00001908894,0.000032446485,0.00001251179,0.0007743876],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998366,0.00005698607,0.0005385262,0.00029969035,0.00052912283,0.00020965388],"domain_scores_gemma":[0.99911064,0.000083198545,0.0004162398,0.00030690772,0.0000023947,0.00008062342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042551185,0.00017232932,0.00023765214,0.000027208733,0.000120495555,0.000011934719,0.00022195505,0.00007875132,0.0006763012],"category_scores_gemma":[0.000013849689,0.00012989192,0.0000652788,0.000061967585,0.00029954864,0.0003095773,0.00025596522,0.00007944466,0.000013316454],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017869979,0.0009688477,0.067100175,0.000041363866,0.00007019821,2.1659062e-7,0.0017644643,0.012647224,0.8986305,0.0012338524,0.0002460973,0.017118381],"study_design_scores_gemma":[0.000917334,0.0019654662,0.8773143,0.000038580445,0.000112766895,0.0000031619718,0.0010598995,0.004056147,0.10857689,0.00022599689,0.0054181837,0.00031125083],"about_ca_topic_score_codex":0.00030152162,"about_ca_topic_score_gemma":0.0006006111,"teacher_disagreement_score":0.81021416,"about_ca_system_score_codex":0.00029388705,"about_ca_system_score_gemma":0.000010590788,"threshold_uncertainty_score":0.7405024},"labels":[],"label_agreement":null},{"id":"W7100159450","doi":"","title":"Negative Environmental Impacts from Increased International Transport CONSTRAINTS AND OPPORTUNITIES IN INTERNATIONAL","year":2015,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Environmental policy; Sustainability; International development; Limit (mathematics); Environmental impact assessment","score_opus":0.034325240437023265,"score_gpt":0.2675353605871621,"score_spread":0.23321012015013884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100159450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92025954,0.000010523334,0.00006143931,0.0006212534,0.0002023395,0.00012270291,0.00018800142,0.000018209344,0.078516],"genre_scores_gemma":[0.9974065,0.00013456329,0.0007641949,0.0008087097,0.000047588986,0.000010196477,0.00018909863,0.000011028338,0.0006281653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882233,0.000046792855,0.0002296618,0.0002530815,0.00045289317,0.00019521311],"domain_scores_gemma":[0.99951214,0.00004206884,0.00006571139,0.0000838686,0.0000016738707,0.0002945293],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017265354,0.00015746921,0.00013704524,0.000042359254,0.000035850626,0.000031050426,0.0001989757,0.000067172805,0.010444814],"category_scores_gemma":[0.0000184937,0.00014890416,0.000032047144,0.000029208115,0.00053405535,0.00064502266,0.00015376625,0.00011427888,0.00012368274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058986,0.00021539908,0.985293,4.147152e-7,0.000038515678,0.00006507372,0.0026780502,0.00002351096,0.0032139823,0.00006789214,0.00030490928,0.008040317],"study_design_scores_gemma":[0.0016931328,0.000046899448,0.9863468,0.000009176481,0.000008842932,0.000008632237,0.0071064895,0.00035959866,0.00079913356,0.0015136704,0.0018933173,0.0002143319],"about_ca_topic_score_codex":0.004055088,"about_ca_topic_score_gemma":0.0004810103,"teacher_disagreement_score":0.07788783,"about_ca_system_score_codex":0.000491236,"about_ca_system_score_gemma":0.000017068549,"threshold_uncertainty_score":0.9904598},"labels":[],"label_agreement":null},{"id":"W7100161889","doi":"","title":"British Columbia Ministry of Water, Land and Air Protection Prepared for British Columbia Ministry of Water, Land and Air Protection","year":2004,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Government (linguistics)","score_opus":0.00809421068575549,"score_gpt":0.21522841129821102,"score_spread":0.20713420061245552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100161889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973619,0.00001570142,0.0001637425,0.000088674635,0.000081081984,0.0015296598,0.0001346019,0.000036318554,0.00058831647],"genre_scores_gemma":[0.99370533,0.000046868805,0.00049523637,0.00005905565,0.000034145305,0.00019452786,0.00006692547,0.000023059058,0.0053748377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857575,0.000042933527,0.00036231958,0.00040571,0.0002820502,0.00033125497],"domain_scores_gemma":[0.9995968,0.000009695103,0.00011169769,0.00013771017,0.000012169916,0.00013192993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021844656,0.00012161764,0.00029159858,0.000009384723,0.00026949076,0.00018123833,0.000093616436,0.00019321284,0.00073295657],"category_scores_gemma":[0.000011063881,0.00016616624,0.000064394335,0.0000561333,0.0004057856,0.00032096857,0.00016185676,0.000099008306,0.0000032188204],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011510857,0.0009114897,0.8169524,0.00065342203,0.00008470021,0.000018369825,0.00085055723,0.00007825122,0.16369043,1.59799e-7,0.0010480973,0.015597023],"study_design_scores_gemma":[0.0039731725,0.0012708042,0.93764365,0.00018375853,0.00006757834,0.00023749167,0.00047075597,0.000051549287,0.05253659,0.0012938685,0.0018355789,0.0004352341],"about_ca_topic_score_codex":0.3425575,"about_ca_topic_score_gemma":0.23269266,"teacher_disagreement_score":0.120691225,"about_ca_system_score_codex":0.00013161998,"about_ca_system_score_gemma":0.000011292473,"threshold_uncertainty_score":0.802536},"labels":[],"label_agreement":null},{"id":"W7100296547","doi":"","title":"Consultant Nature Conservancy of Canada.","year":2002,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.0062090710621764645,"score_gpt":0.209186857650493,"score_spread":0.20297778658831653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100296547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69050163,0.00004561923,0.0000060573366,0.00057111663,0.00007789319,0.00006011091,0.000010808197,0.0000075693997,0.3087192],"genre_scores_gemma":[0.9847013,0.000023318069,0.00029214332,0.0010507437,0.0000068299373,0.0000015837435,0.000001099081,0.0000043145274,0.013918711],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937004,0.000014598881,0.00011063676,0.00009829889,0.0002478264,0.00015857408],"domain_scores_gemma":[0.9997472,0.000025939313,0.000039697155,0.000101447775,0.0000016998365,0.000083980856],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000033164,0.00006606613,0.00008646169,0.0000039165343,0.000054723252,0.0000033164044,0.000101224716,0.000050636518,0.025863437],"category_scores_gemma":[0.000018390614,0.000053860753,0.000018392058,0.00008289031,0.00010812577,0.00006901352,0.00006266177,0.00009222058,0.00008441286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063659236,0.0002525849,0.71561927,0.000007939066,0.00002893938,0.000027009492,0.00037136275,0.000062689985,0.017495787,0.000903074,0.2612607,0.0039642635],"study_design_scores_gemma":[0.0007365501,0.000080636004,0.8829803,0.000011509369,0.000016327907,0.000010026621,0.00065033865,0.0007688573,0.020424858,0.00054678036,0.09339646,0.00037735753],"about_ca_topic_score_codex":0.12332676,"about_ca_topic_score_gemma":0.20742309,"teacher_disagreement_score":0.2948005,"about_ca_system_score_codex":0.00014011718,"about_ca_system_score_gemma":0.000009149456,"threshold_uncertainty_score":0.9750271},"labels":[],"label_agreement":null},{"id":"W7100396442","doi":"","title":"Executive Summary","year":2013,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Context (archaeology); Executive summary; Legislature; Set (abstract data type); Public interest; Sustainable development; Public policy","score_opus":0.008188442779750739,"score_gpt":0.23791174737898726,"score_spread":0.22972330459923654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100396442","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3733154,0.0000028593556,0.00007679679,0.00021941582,0.00003604472,0.00010135941,5.2369626e-7,0.000024822039,0.6262228],"genre_scores_gemma":[0.90670586,0.0000090258945,0.0009880598,0.0011072751,0.000016776268,0.000020930196,0.0000025130767,0.0000059675704,0.09114359],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994916,0.000015128898,0.000066580775,0.00011233219,0.00014598758,0.00016842646],"domain_scores_gemma":[0.99979156,0.000011097185,0.000015605043,0.000087464556,6.7240194e-7,0.00009361461],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003006493,0.000064054504,0.00005200458,0.000005009115,0.000066948865,0.00002046135,0.00009396164,0.000027349364,0.04167102],"category_scores_gemma":[0.0000031151949,0.000049815553,0.00002700604,0.000054411896,0.00009669647,0.00034279315,0.00013610409,0.00004372541,0.013153998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015787392,0.00013780237,0.52212447,9.0772204e-7,0.000010050143,0.0000026352768,0.00035186944,0.000016131984,0.02576998,0.00026694586,0.4331676,0.018150007],"study_design_scores_gemma":[0.00016341155,0.00004473298,0.9603282,0.0000018883868,0.0000036679485,0.0000014641605,0.00052972813,0.000104248575,0.0028570835,0.004441474,0.03134538,0.00017867264],"about_ca_topic_score_codex":0.0015443936,"about_ca_topic_score_gemma":0.000023688937,"teacher_disagreement_score":0.5350792,"about_ca_system_score_codex":0.000093054856,"about_ca_system_score_gemma":0.0000011391709,"threshold_uncertainty_score":0.9876144},"labels":[],"label_agreement":null},{"id":"W7100476198","doi":"","title":"RESOLUTION #A186/14 THE LIVING CITY POLICIES FOR PLANNING AND DEVELOPMENT IN THE WATERSHEDS OF THE TORONTO AND REGION CONSERVATION AUTHORITY Recommending Authority approval of The Living City Polices for Planning and Development in the Watersheds of the T","year":2014,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Plan (archaeology); Local authority; Public authority; Regulatory authority; Urban planning; Development plan; Public participation; Action plan","score_opus":0.062347664997125164,"score_gpt":0.30298465292423993,"score_spread":0.24063698792711477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100476198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99508965,0.00007019149,0.0009163961,0.0022601807,0.00009442242,0.0011019922,0.0000046265422,0.0000058309774,0.00045669387],"genre_scores_gemma":[0.9983581,0.00001749266,0.0010827383,0.00036914626,0.000026176805,0.00007779254,0.0000019226338,0.000008486855,0.000058196143],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979599,0.0005910765,0.00048356084,0.00024363356,0.0003879496,0.0003338503],"domain_scores_gemma":[0.99834996,0.0010029179,0.000354086,0.0002502834,0.000011348477,0.000031413398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040528816,0.0001958497,0.00022831804,0.000022544169,0.0009973113,0.00006584851,0.0004914243,0.000102875194,0.0000048982206],"category_scores_gemma":[0.00020959011,0.00008222599,0.00005058229,0.00013458997,0.00047371112,0.00029551325,0.00059850025,0.00018740165,4.147835e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002506193,0.000060423696,0.8862052,0.000059940547,0.00001566255,2.8476139e-8,0.110024735,0.000070349364,0.0011075271,0.0002845487,0.00006583018,0.0020807222],"study_design_scores_gemma":[0.00024636925,0.000052823758,0.9664324,0.00025103329,0.00001889101,0.0000031679556,0.027796058,0.0014432692,0.002665822,0.00030513664,0.00066590286,0.00011912804],"about_ca_topic_score_codex":0.005273006,"about_ca_topic_score_gemma":0.005198243,"teacher_disagreement_score":0.082228675,"about_ca_system_score_codex":0.00027751326,"about_ca_system_score_gemma":0.000029328186,"threshold_uncertainty_score":0.7971243},"labels":[],"label_agreement":null},{"id":"W7100761559","doi":"","title":"Stream: Aboriginal Territory and Management Rights Discipline: Human Ecology Title: Sharing Information or Captured Heritage: Access to Community Geographic Knowledge and the State’s Responsibility to Protect Aboriginal Rights in British Columbia","year":2014,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Traditional knowledge; Resource (disambiguation); Property rights; Property (philosophy); Intellectual property; Human ecology; Resource management (computing); Access to information","score_opus":0.008243012415436488,"score_gpt":0.30203709536688944,"score_spread":0.29379408295145293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100761559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98200023,0.0000030556876,0.000055874898,0.00008009912,0.00006296,0.0009776313,0.000012680365,0.000020275682,0.016787162],"genre_scores_gemma":[0.9969917,0.000007683676,0.000232692,0.00015890435,0.000015557525,0.00011596567,0.000010044777,0.0000043822088,0.0024630744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902695,0.00022010262,0.000208097,0.00018323227,0.00014657446,0.0002150576],"domain_scores_gemma":[0.99956995,0.000045094817,0.000043197124,0.00021067788,0.00000447407,0.00012661064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065168645,0.00010009185,0.00015171268,0.000040046674,0.00054609915,0.00033031742,0.00027575158,0.000048011498,0.00059955264],"category_scores_gemma":[0.000005633361,0.00008741987,0.000017209457,0.00015877878,0.00025691997,0.00053439627,0.00036601632,0.00019390437,0.00004353608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021901028,0.0004437693,0.98247963,0.00010227652,0.00003721781,0.000011986609,0.004824205,0.000040518193,0.00009773296,0.0005016303,0.0033594351,0.007882613],"study_design_scores_gemma":[0.0007379692,0.00011091353,0.9711521,0.000023999573,0.000008704509,0.0000027319784,0.00011313409,0.000075262695,0.0000131566485,0.0038879134,0.023739126,0.00013496978],"about_ca_topic_score_codex":0.13322085,"about_ca_topic_score_gemma":0.7901367,"teacher_disagreement_score":0.65691584,"about_ca_system_score_codex":0.00017188054,"about_ca_system_score_gemma":0.0000062900144,"threshold_uncertainty_score":0.8725511},"labels":[],"label_agreement":null},{"id":"W7100815764","doi":"","title":"CCASLS Operational Review 1 Canadian Council of Areas Studies Learned Societies (CCASLS) Operational Review","year":2006,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Legislation; Agency (philosophy)","score_opus":0.07838704984269984,"score_gpt":0.323329675206261,"score_spread":0.24494262536356115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100815764","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06426077,0.3668428,0.00008139823,0.061080992,0.00050158333,0.003092429,0.00035587107,0.00009510218,0.50368905],"genre_scores_gemma":[0.2919371,0.4962341,0.005099186,0.08111471,0.00032321547,0.00029820684,0.00051835825,0.00006631597,0.12440882],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99788165,0.00009971205,0.00046363272,0.00027372607,0.000985875,0.0002954096],"domain_scores_gemma":[0.9994639,0.00004523882,0.0001059972,0.0001830735,0.000058146637,0.00014364699],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007327185,0.00020035042,0.0003890264,0.0000116955225,0.0003035872,0.000023817798,0.00019435862,0.000055507404,0.014927214],"category_scores_gemma":[0.00011539472,0.00016112006,0.00012669686,0.00017525577,0.0003520618,0.00035710714,0.000107196785,0.00010729575,0.0005289369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027245383,0.00017549495,0.034178454,0.000885421,0.00008385036,0.0000066801126,0.0002485742,0.00017939064,0.00067623303,0.0012736672,0.9602875,0.002002019],"study_design_scores_gemma":[0.00079904555,0.00020352768,0.1554609,0.0043551596,0.00028439157,0.00003170217,0.0007294697,0.00012654,0.00048504406,0.0022408017,0.83420897,0.0010744417],"about_ca_topic_score_codex":0.03990319,"about_ca_topic_score_gemma":0.048709717,"teacher_disagreement_score":0.37928024,"about_ca_system_score_codex":0.0019389802,"about_ca_system_score_gemma":0.00037898304,"threshold_uncertainty_score":0.9859733},"labels":[],"label_agreement":null},{"id":"W7104252617","doi":"10.71781/2854","title":"Intégration du paysage et acceptabilité sociale dans les projets d'infrastructure au Québec : Le cas du projet de ligne de transport d’énergie d’interconnexion Québec–New Hampshire par Hydro-Québec.","year":2024,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social assistance; Social impact; Ligne","score_opus":0.004173296945999327,"score_gpt":0.1944551983311109,"score_spread":0.19028190138511158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104252617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732482,0.0018134613,0.0009738534,0.0055924235,0.000714953,0.000917362,0.00016485393,0.00017254864,0.016402377],"genre_scores_gemma":[0.9743781,0.00061409466,0.00057852734,0.00020946412,0.00041532525,0.000084859676,0.0006292489,0.000092588285,0.022997757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961353,0.0003700878,0.0007033467,0.0010507212,0.00087292545,0.0008676371],"domain_scores_gemma":[0.99829,0.000114153,0.00049308804,0.00038167418,0.000046926325,0.0006741778],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00042608584,0.00084606267,0.0006038697,0.00015932543,0.0066960873,0.00013798918,0.0006807757,0.0008842481,0.00046051486],"category_scores_gemma":[0.00007677844,0.00091943913,0.00061233935,0.00033349814,0.00090911484,0.0012065727,0.00024902492,0.0008951331,0.00010828889],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00039800574,0.00047123025,0.554034,0.0002126113,0.00031757,0.0009497666,0.35535577,0.0056248903,0.0703856,0.0010810139,0.00081504305,0.01035453],"study_design_scores_gemma":[0.00091413467,0.00022989753,0.87936884,0.00029484357,0.00056504906,0.00039384243,0.085231714,0.0014418467,0.014498964,0.00039031453,0.015785817,0.00088472536],"about_ca_topic_score_codex":0.991933,"about_ca_topic_score_gemma":0.9936749,"teacher_disagreement_score":0.32533488,"about_ca_system_score_codex":0.060398776,"about_ca_system_score_gemma":0.020303665,"threshold_uncertainty_score":0.99932563},"labels":[],"label_agreement":null},{"id":"W7104438164","doi":"10.71781/19576","title":"La participation des peuples autochtones à l’évaluation d’impact au Canada : au-delà du consentement, une conception de l’autorité décisionnelle","year":2021,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Democracy; Context (archaeology); Social justice","score_opus":0.01489922974711545,"score_gpt":0.24102916011641892,"score_spread":0.22612993036930348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104438164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96490145,0.0012402852,0.00060570455,0.0004541868,0.0010636249,0.00045818547,0.00015845521,0.000043748027,0.031074386],"genre_scores_gemma":[0.97827923,0.0008036482,0.00043250757,0.0000759725,0.0002850969,0.000050360963,0.0010809147,0.000037287777,0.018954983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960121,0.0007385744,0.0005761396,0.00066261546,0.001223692,0.00078686816],"domain_scores_gemma":[0.99816215,0.00028660885,0.00055398705,0.0003014225,0.0000923921,0.00060342666],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005075792,0.00055694074,0.00045500134,0.000094292336,0.008366379,0.00009939721,0.00031787725,0.00046355903,0.00091512763],"category_scores_gemma":[0.00015495476,0.00063707936,0.00031575837,0.0004168292,0.0010374833,0.0007048123,0.0002114501,0.00038889435,0.00006715161],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00032190286,0.00062531186,0.75793767,0.00012764391,0.00040151464,0.0008908418,0.11096896,0.07422022,0.040335946,0.001797658,0.0008166448,0.011555713],"study_design_scores_gemma":[0.0009982621,0.00012079428,0.86502934,0.0003006244,0.00044083194,0.00016967268,0.11400246,0.007829207,0.0050410465,0.00019840898,0.005294272,0.0005750783],"about_ca_topic_score_codex":0.9879052,"about_ca_topic_score_gemma":0.96819264,"teacher_disagreement_score":0.1070917,"about_ca_system_score_codex":0.05631857,"about_ca_system_score_gemma":0.0069470573,"threshold_uncertainty_score":0.99999815},"labels":[],"label_agreement":null},{"id":"W7104463663","doi":"10.71781/23741","title":"L’environnement sous haute surveillance? : éclairage sur plus de quarante-cinq ans d’action publique au Canada","year":2017,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sanctions; Context (archaeology); Poison control; Public policy","score_opus":0.007022919413748293,"score_gpt":0.19049870902366747,"score_spread":0.18347578960991917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104463663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9445943,0.0019671977,0.00024007677,0.0009988517,0.0027094586,0.00063459866,0.00032675616,0.000059714057,0.048469044],"genre_scores_gemma":[0.93307436,0.0012673809,0.00010771981,0.00020038777,0.00030038727,0.000040229785,0.0007670477,0.000056293833,0.06418621],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99549854,0.0003376773,0.0005867719,0.0009797625,0.001409886,0.0011873449],"domain_scores_gemma":[0.99742824,0.00010493307,0.0008993787,0.0007021204,0.00004678008,0.00081856403],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003965438,0.0007875939,0.00068609876,0.00012098708,0.01440831,0.00015217457,0.00092085445,0.0006631715,0.0005774872],"category_scores_gemma":[0.00007161077,0.00094661623,0.00038108247,0.00017341229,0.00070305803,0.0010338138,0.00030354699,0.00077549514,0.0001249268],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00052713556,0.0006549086,0.8914507,0.00027002383,0.0006315774,0.0037250146,0.029928265,0.03595253,0.026206475,0.0015797223,0.0024549526,0.0066187144],"study_design_scores_gemma":[0.0014375064,0.0001338468,0.9222278,0.00018780706,0.00022082668,0.00029711475,0.023685668,0.0026627632,0.0029865338,0.0000781245,0.0450838,0.0009982191],"about_ca_topic_score_codex":0.9932085,"about_ca_topic_score_gemma":0.99237084,"teacher_disagreement_score":0.076015815,"about_ca_system_score_codex":0.08326094,"about_ca_system_score_gemma":0.0072451215,"threshold_uncertainty_score":0.99929845},"labels":[],"label_agreement":null},{"id":"W7106696596","doi":"10.1080/14615517.2025.2593204","title":"Sustainability assessment: the state of the art in 2026","year":2025,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Sustainability; Process (computing); Field (mathematics); Politics; State (computer science); Sustainable development","score_opus":0.009519996208872594,"score_gpt":0.3887430659098744,"score_spread":0.3792230697010018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106696596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96182716,0.000036091395,0.00022551841,0.002188468,0.00023752869,0.0010993725,0.000023248554,0.000017166834,0.034345474],"genre_scores_gemma":[0.99800146,0.00005151827,0.00019694759,0.00018239852,0.000016282364,0.000079804675,0.000007317569,0.000012311503,0.0014519857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978666,0.000430051,0.00041400484,0.00032703974,0.00049568835,0.0004666435],"domain_scores_gemma":[0.99892646,0.0003754408,0.00017899972,0.00044782922,0.000012048986,0.000059237245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010620884,0.00025895433,0.00029807477,0.00006296755,0.00026195857,0.00009231427,0.00045070893,0.00007298528,0.00024080425],"category_scores_gemma":[0.000074008545,0.00014258875,0.00015208297,0.0007879724,0.00065584754,0.00034770486,0.0006610314,0.00044226527,0.000004339025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033880402,0.00028967625,0.9815436,0.00002728896,0.000047849077,0.0000022333784,0.0009071693,0.0003021275,0.00089792704,0.00042391833,0.0030796125,0.0124447085],"study_design_scores_gemma":[0.000648107,0.00011273235,0.9896473,0.000024192004,0.000029566776,0.0000021633646,0.0009593039,0.0009492083,0.0001794496,0.0040118443,0.0032816639,0.00015442954],"about_ca_topic_score_codex":0.0019161518,"about_ca_topic_score_gemma":0.00059673365,"teacher_disagreement_score":0.0361743,"about_ca_system_score_codex":0.0007668601,"about_ca_system_score_gemma":0.0003453008,"threshold_uncertainty_score":0.58146006},"labels":[],"label_agreement":null},{"id":"W7109939820","doi":"10.1080/14615517.2025.2590383","title":"Impact assessment as planning (not permitting): factors affecting its potential to influence project design","year":2025,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Impact assessment; Environmental impact assessment; Project planning; Project appraisal","score_opus":0.03342840742923577,"score_gpt":0.4446145877251055,"score_spread":0.41118618029586973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7109939820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98251003,0.000038606056,0.00481241,0.00016671773,0.00045204136,0.0025775437,0.00004854596,0.00021462925,0.009179469],"genre_scores_gemma":[0.99347514,0.000030370004,0.005294085,0.00031762634,0.00012140864,0.00014931354,0.00005327078,0.00007331057,0.00048547462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950093,0.0006191924,0.000701361,0.0010994961,0.0011446145,0.0014260483],"domain_scores_gemma":[0.9979931,0.0007145721,0.00034354648,0.00046269197,0.00003099061,0.00045508886],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013110193,0.0009257801,0.00077662803,0.0003953609,0.0009925956,0.0007201514,0.00058224273,0.0003006269,0.00047157906],"category_scores_gemma":[0.00025640207,0.0007377612,0.00035458695,0.0011299314,0.00021373699,0.0014175505,0.00089214457,0.0008008864,0.00005587003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002933383,0.000499329,0.91930974,0.000049231756,0.0003643101,0.000059650076,0.005118798,0.008029221,0.05871547,0.000047091227,0.0023064094,0.005207412],"study_design_scores_gemma":[0.001327327,0.0017215135,0.9874219,0.00014283681,0.00014937809,0.0000307996,0.0030881811,0.0025061318,0.0024054272,0.0000662965,0.00026591492,0.00087431405],"about_ca_topic_score_codex":0.0031718817,"about_ca_topic_score_gemma":0.000019307377,"teacher_disagreement_score":0.06811214,"about_ca_system_score_codex":0.0016327312,"about_ca_system_score_gemma":0.000742072,"threshold_uncertainty_score":0.99950737},"labels":[],"label_agreement":null},{"id":"W7111687966","doi":"","title":"Benchmarking Biodiversity Integration in Environmental Assessments","year":2025,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Benchmarking; Biodiversity; Environmental impact assessment; Sustainability; Biodiversity conservation","score_opus":0.03031651180867594,"score_gpt":0.3495882067576431,"score_spread":0.3192716949489672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111687966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90135103,0.000051152787,0.00009464865,0.00031831005,0.00025621493,0.0007728551,0.00008996036,0.00003331226,0.09703249],"genre_scores_gemma":[0.9947682,0.00016350907,0.00041834728,0.000259948,0.000040904168,0.00006446953,0.00010921701,0.000013139473,0.0041622603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99625665,0.0004023434,0.00042588133,0.0006795825,0.0013341989,0.0009013357],"domain_scores_gemma":[0.9991586,0.00016468007,0.00009615195,0.00036113503,0.0000073293195,0.00021209194],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001425374,0.00026885103,0.0002953742,0.00032984628,0.000646117,0.0000997261,0.0005438868,0.00019776198,0.005218696],"category_scores_gemma":[0.000056130455,0.00027594843,0.00011942081,0.0010920846,0.0005769334,0.00077131024,0.0010289213,0.00075925334,0.0006156765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008379456,0.000723934,0.9620244,0.000012943926,0.00003454659,0.000246432,0.00028267957,0.00006897587,0.012759243,0.00048438858,0.00787236,0.015406307],"study_design_scores_gemma":[0.0013632323,0.00023933598,0.98279154,0.00010861183,0.000016526987,0.000005856737,0.003032044,0.0010375414,0.0033047365,0.0014918364,0.0062293615,0.00037939195],"about_ca_topic_score_codex":0.0019358404,"about_ca_topic_score_gemma":0.0018373061,"teacher_disagreement_score":0.093417145,"about_ca_system_score_codex":0.0015026054,"about_ca_system_score_gemma":0.00006294926,"threshold_uncertainty_score":0.99996924},"labels":[],"label_agreement":null},{"id":"W7116042685","doi":"10.25923/krcy-sg07","title":"Lake Ontario National Marine Sanctuary Final Environmental Impact Statement and Management Plan","year":2025,"lang":"en","type":"article","venue":"National Oceanic and Atmospheric Administration (NOAA) - NOAA Central Library","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact statement; National Environmental Policy Act; Action plan; Plan (archaeology); Resource (disambiguation); Environmental impact assessment; Marine conservation; Resource management (computing)","score_opus":0.00993147529577977,"score_gpt":0.24533364888972523,"score_spread":0.23540217359394544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116042685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.917645,0.00007855089,0.00027280644,0.0010091785,0.00018021357,0.0006059,0.00028417972,0.00006171271,0.07986245],"genre_scores_gemma":[0.97598755,0.0003898825,0.005005978,0.001748716,0.000076513,0.00002784666,0.0011391017,0.000020859681,0.015603565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768716,0.000060981194,0.0004679245,0.0005187091,0.0008426434,0.000422592],"domain_scores_gemma":[0.9994042,0.00006257604,0.00015989672,0.00010324205,0.000004270665,0.00026580703],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014791131,0.00033965785,0.00022220824,0.000015558724,0.00035203723,0.0001603176,0.00017101811,0.00011686556,0.011318],"category_scores_gemma":[0.000006642769,0.0003216108,0.00008926701,0.00017006785,0.00024634143,0.0011361527,0.00038534374,0.00021502053,0.00005037844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000228421,0.0005466737,0.9694548,0.000028845576,0.00016928116,0.000029120192,0.00017946551,0.00026257543,0.0000827377,0.003749649,0.019013805,0.006254586],"study_design_scores_gemma":[0.0010684655,0.00018229091,0.95211625,0.000019081308,0.000037786616,0.000016394339,0.000119325065,0.0008782135,0.00005479987,0.0028327566,0.042376492,0.0002981265],"about_ca_topic_score_codex":0.00011504814,"about_ca_topic_score_gemma":0.0005259997,"teacher_disagreement_score":0.06425889,"about_ca_system_score_codex":0.0007577368,"about_ca_system_score_gemma":0.0002338168,"threshold_uncertainty_score":0.9999236},"labels":[],"label_agreement":null},{"id":"W7120295746","doi":"","title":"Proposta de avaliação multidimensional e holística de impacto social para programas stricto sensu profissionais em administração pública e de empresas no Brasil: contribuições e desafios para a área 27 da Capes","year":2024,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Service (business); Meaning (existential); Social impact","score_opus":0.029833892792285984,"score_gpt":0.30514035138164775,"score_spread":0.27530645858936176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120295746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9714853,0.0008359753,0.0014815757,0.008970019,0.0019013125,0.0044176006,0.0018648462,0.0007971712,0.008246186],"genre_scores_gemma":[0.9828668,0.00039784415,0.0069576465,0.00037571113,0.0010038954,0.0010270015,0.0035753932,0.0003300661,0.00346563],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9871799,0.0017414568,0.0020614977,0.002481731,0.0031194934,0.0034159673],"domain_scores_gemma":[0.99408454,0.0006669075,0.0013760481,0.0009131576,0.0003538702,0.0026055078],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0017156764,0.0020941135,0.0016820768,0.00058481406,0.002818314,0.0013910199,0.0014781168,0.0027571195,0.00082911446],"category_scores_gemma":[0.0012661266,0.0020359186,0.0012635929,0.0013318902,0.00025217028,0.0010354072,0.0008109238,0.002947763,0.0003964465],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011081186,0.02724595,0.09100754,0.005454449,0.008487363,0.008450398,0.13302197,0.0006981651,0.54714185,0.10614127,0.021106241,0.040163647],"study_design_scores_gemma":[0.006413872,0.0018395076,0.34965304,0.002738798,0.0033075754,0.0036860066,0.020540264,0.0067232097,0.025800947,0.0010031055,0.57165754,0.006636129],"about_ca_topic_score_codex":0.00009777358,"about_ca_topic_score_gemma":0.00067621283,"teacher_disagreement_score":0.5505513,"about_ca_system_score_codex":0.0072187674,"about_ca_system_score_gemma":0.0036171952,"threshold_uncertainty_score":0.99964565},"labels":[],"label_agreement":null},{"id":"W7126298847","doi":"","title":"Environmental impact assessment in the Arctic: a study of the international legal norms applicable to the planning stage of environmentally harmful activities:a new finnish doctoral dissertation in international law","year":2001,"lang":"en","type":"article","venue":"LaCRIS (University of Lapland)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Environmental impact assessment; Impact assessment; Environmental impact statement; Stage (stratigraphy); Doctoral dissertation; International law","score_opus":0.013787772076536108,"score_gpt":0.28035246143893183,"score_spread":0.26656468936239575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126298847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951986,0.0000027337292,0.00010555244,0.00068901316,0.000075282485,0.0005030165,0.00006684947,0.0000027998612,0.0033561254],"genre_scores_gemma":[0.998613,0.000010720364,0.00013323275,0.000117121264,0.000015099612,0.0000030413025,0.000022664017,0.0000067373635,0.0010783923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985935,0.00010620143,0.00021271441,0.00020589738,0.0006994436,0.00018226344],"domain_scores_gemma":[0.9994454,0.00007104018,0.00020554071,0.00022668106,0.0000016535312,0.00004971774],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002728657,0.00013476159,0.00017416933,0.000045690344,0.00012389495,0.000022946817,0.00085849396,0.000041522828,0.0014948862],"category_scores_gemma":[0.0000039696783,0.00009251476,0.000084659165,0.00016646113,0.00016738064,0.0004346649,0.00038171362,0.00021173473,0.0000070188444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018916393,0.00093185995,0.9646259,0.00000274326,0.00004323534,0.000013966866,0.018395323,0.009371414,0.005733198,0.000060666996,0.00009728377,0.00053523167],"study_design_scores_gemma":[0.0011048988,0.00020355945,0.9398048,0.000013955598,0.000016045487,0.0000033134042,0.05690004,0.0003999047,0.00014359262,0.00004559473,0.0012727948,0.000091505106],"about_ca_topic_score_codex":0.030539185,"about_ca_topic_score_gemma":0.016439186,"teacher_disagreement_score":0.038504716,"about_ca_system_score_codex":0.00047432721,"about_ca_system_score_gemma":0.000015177488,"threshold_uncertainty_score":0.9994179},"labels":[],"label_agreement":null},{"id":"W7128215844","doi":"10.55966/assaj.2025.4.1.047","title":"Environmental Impact Assessment (EIA) in Pakistan Law, Practice, and Gaps","year":2025,"lang":"","type":"article","venue":"Advance Social Science Archive Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Environmental governance; Agency (philosophy); License; Environmental law; Corporate governance; Bureaucracy; Process (computing)","score_opus":0.005872024395970067,"score_gpt":0.3776330507315085,"score_spread":0.3717610263355384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128215844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8325553,0.0012219547,0.0015511581,0.0028067587,0.001157302,0.0009640114,0.00019833402,0.000022683686,0.15952252],"genre_scores_gemma":[0.9888622,0.0048364415,0.0038208903,0.0018932108,0.00020478424,0.000017925246,0.00000489975,0.00003074489,0.00032888827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99321645,0.0005858284,0.0010924478,0.0011099294,0.0020743872,0.0019209697],"domain_scores_gemma":[0.99775696,0.00035300312,0.00074135064,0.00033026966,0.000017035642,0.00080136256],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0030966268,0.0006572854,0.00067676575,0.0003398537,0.0044392273,0.0009150152,0.0011536608,0.00017543792,0.0010650223],"category_scores_gemma":[0.000094643125,0.00063369673,0.0002926983,0.0012622259,0.008803656,0.0057128323,0.0014156991,0.0018636778,0.0000643444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043427796,0.0029858325,0.5717303,0.000038160386,0.00019935274,0.00039763266,0.016613038,0.0006515082,0.12578844,0.023935944,0.00044729208,0.25677818],"study_design_scores_gemma":[0.0019163454,0.00047218567,0.9458294,0.00014087175,0.00009517503,0.000110258814,0.0128155695,0.0003238818,0.0003598852,0.029623657,0.0076470585,0.0006657077],"about_ca_topic_score_codex":0.0005079797,"about_ca_topic_score_gemma":0.00019970728,"teacher_disagreement_score":0.37409905,"about_ca_system_score_codex":0.0064330185,"about_ca_system_score_gemma":0.0005519066,"threshold_uncertainty_score":0.9998481},"labels":[],"label_agreement":null},{"id":"W7133061965","doi":"","title":"Generating effective global environmental governance: Canada&apos;s 2002 challenge","year":2001,"lang":"en","type":"article","venue":"TSpace","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Global Health Research","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Government (linguistics); Work (physics); Sustainability; Climate change","score_opus":0.011544572537433392,"score_gpt":0.2924984862273123,"score_spread":0.2809539136898789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133061965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8960374,0.0002462065,0.00006515731,0.0006926727,0.0002183885,0.0002935026,0.000029324501,0.00003114212,0.10238623],"genre_scores_gemma":[0.9903124,0.00026844838,0.0003013061,0.00064311456,0.00014205687,0.00003209869,0.0000096907515,0.0000199522,0.008270935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998249,0.00007615727,0.00016066132,0.00038023508,0.00061341695,0.0005205162],"domain_scores_gemma":[0.999405,0.000026387122,0.00010355958,0.00022633772,9.100463e-7,0.00023778467],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009560554,0.00024575723,0.00018644873,0.0000038090618,0.00027941426,0.000027663194,0.0002237748,0.00008006697,0.011172255],"category_scores_gemma":[0.000011838815,0.00024152569,0.000060728562,0.0001141952,0.00014484779,0.00020375136,0.00025167287,0.00015263211,0.00073049346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009921303,0.0009354055,0.7570976,0.000014213923,0.00014643543,0.0005292581,0.003992401,0.0052105356,0.039102677,0.00016430684,0.056602206,0.13610576],"study_design_scores_gemma":[0.0008205256,0.00017907344,0.9117109,0.000013022897,0.000028666584,0.0000385983,0.0017008968,0.0010531845,0.0007923228,0.00007873591,0.08299712,0.0005869346],"about_ca_topic_score_codex":0.3280419,"about_ca_topic_score_gemma":0.26366946,"teacher_disagreement_score":0.15461333,"about_ca_system_score_codex":0.0027198656,"about_ca_system_score_gemma":0.000022141601,"threshold_uncertainty_score":0.98973167},"labels":[],"label_agreement":null},{"id":"W7133071734","doi":"","title":"Civil society engagement in the G-8 environment ministers&apos; meeting (Banff, 2002)","year":2002,"lang":"en","type":"article","venue":"TSpace","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Civil society; Government (linguistics); Work (physics); Public engagement","score_opus":0.05369902719340873,"score_gpt":0.31847501870215894,"score_spread":0.2647759915087502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133071734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7462098,0.00016566983,0.000056046843,0.0030377654,0.00008389386,0.00039412975,0.000002789954,0.000028592962,0.2500213],"genre_scores_gemma":[0.9824899,0.00024244448,0.0010082189,0.0020231486,0.00005760027,0.00005331342,0.0000040457007,0.000021290627,0.014100066],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980229,0.00023337196,0.00023267303,0.00035088716,0.0006529982,0.0005071841],"domain_scores_gemma":[0.99935335,0.000095848656,0.000096119315,0.00035662466,6.90184e-7,0.000097387136],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00067585736,0.0002222142,0.00016014095,0.000013392096,0.00032350922,0.000058354686,0.0004094957,0.000065062726,0.019140774],"category_scores_gemma":[0.0000112241,0.00017170048,0.00013367715,0.00015406813,0.00024300086,0.0001711199,0.00029695444,0.00030026952,0.0024595035],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023619812,0.0032582409,0.26208532,0.00004737186,0.00013794203,0.00012348246,0.39690402,0.0038493033,0.04342577,0.00017151661,0.2646758,0.025297623],"study_design_scores_gemma":[0.0021474615,0.0003100117,0.2619598,0.00005748215,0.00008715262,0.000014244976,0.05281446,0.004636131,0.0016249575,0.0002705682,0.6749239,0.0011538111],"about_ca_topic_score_codex":0.00045281003,"about_ca_topic_score_gemma":0.00016415083,"teacher_disagreement_score":0.41024813,"about_ca_system_score_codex":0.00044159425,"about_ca_system_score_gemma":0.0000018157067,"threshold_uncertainty_score":0.9983172},"labels":[],"label_agreement":null},{"id":"W7134035334","doi":"10.5281/zenodo.18888454","title":"HEALTH IMPACT ASSESSMENT PRACTICES AND THEIR INFLUENCE ON PUBLIC HEALTH IN MONTÉRÉGIE","year":2025,"lang":"en","type":"article","venue":"Open MIND","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Health impact assessment; Public health; Impact assessment; Process (computing); Public health policy; Health policy; Environmental impact assessment; Public participation","score_opus":0.06270284717080986,"score_gpt":0.442364460094527,"score_spread":0.37966161292371714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134035334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.950404,0.00007400137,0.000025491505,0.018887416,0.00004046811,0.0006588492,0.000020517582,0.000001927614,0.029887348],"genre_scores_gemma":[0.9954607,0.00024557428,0.001171387,0.0024833875,0.0000063221855,0.000022219712,0.000012728651,0.0000072948383,0.0005903782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984165,0.00027167657,0.00028874207,0.00039559987,0.00017406065,0.0004534365],"domain_scores_gemma":[0.99907434,0.000104505605,0.0003349167,0.00024138782,0.000002071974,0.00024280143],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012193914,0.00017354159,0.00028824597,0.000055802648,0.00024523368,0.00027582623,0.0003750678,0.000047464353,0.0009267866],"category_scores_gemma":[0.000055393368,0.00013296684,0.000029428717,0.0002940674,0.00012142469,0.0009495832,0.0005448523,0.00022999213,0.00009491245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016513699,0.0004902603,0.5600918,0.0000052741366,0.000019396412,0.0000021317321,0.0018456012,0.00020072625,0.0003220569,0.00003068381,0.0006063876,0.43636918],"study_design_scores_gemma":[0.00046649782,0.00032596075,0.9823791,0.000049557864,0.0000012900773,0.0000013684435,0.0011377812,0.00016988293,0.000052960604,0.00024611384,0.01504985,0.000119670716],"about_ca_topic_score_codex":0.008403757,"about_ca_topic_score_gemma":0.003531253,"teacher_disagreement_score":0.43624952,"about_ca_system_score_codex":0.001475244,"about_ca_system_score_gemma":0.00026370876,"threshold_uncertainty_score":0.9999865},"labels":[],"label_agreement":null},{"id":"W7134071656","doi":"10.5281/zenodo.18888453","title":"HEALTH IMPACT ASSESSMENT PRACTICES AND THEIR INFLUENCE ON PUBLIC HEALTH IN MONTÉRÉGIE","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Health impact assessment; Public health; Impact assessment; Process (computing); Public health policy; Health policy; Environmental impact assessment; Public participation","score_opus":0.04698953855612643,"score_gpt":0.3525441558599003,"score_spread":0.30555461730377387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134071656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.907755,0.00009360704,0.0004755374,0.021556634,0.000042193085,0.00066023937,0.00007860999,0.0001713539,0.06916681],"genre_scores_gemma":[0.99713886,0.0003994806,0.00012585809,0.001800805,0.000011424183,9.3449934e-8,0.00014665096,0.00016295916,0.00021385404],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981697,0.00056550413,0.0002355152,0.0003517471,0.0002349335,0.0004425512],"domain_scores_gemma":[0.9992253,0.000039647603,0.00022533366,0.00025017327,0.0000143557545,0.00024519901],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012553701,0.00013616553,0.00017381994,0.00012347978,0.0013408024,0.00043644488,0.00042801676,0.000036779304,0.0021891384],"category_scores_gemma":[0.00024689588,0.0001183196,0.000027860891,0.0004991078,0.00017761446,0.0005232334,0.000892417,0.0002821625,0.00050776685],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067599685,0.001378059,0.019728031,0.00008218913,0.00007251092,0.000006356861,0.0066286954,0.00086327654,0.0025616775,0.002466359,0.06136228,0.90478295],"study_design_scores_gemma":[0.00044994528,0.0005160618,0.6976598,0.000040480234,0.0000012553315,0.0000074946365,0.00091647304,0.00034067762,0.000021382799,0.00037087905,0.2995522,0.00012337563],"about_ca_topic_score_codex":0.00081464107,"about_ca_topic_score_gemma":0.000017985582,"teacher_disagreement_score":0.90465957,"about_ca_system_score_codex":0.0015013189,"about_ca_system_score_gemma":0.000014896679,"threshold_uncertainty_score":0.9999593},"labels":[],"label_agreement":null},{"id":"W7135552518","doi":"","title":"Global Environmental Governance: The Role of Nation States","year":2021,"lang":"en","type":"dissertation","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Sovereignty; State (computer science); Certified wood; Certification; Sovereign state; Environmental stewardship","score_opus":0.003147784364587953,"score_gpt":0.22112477698113792,"score_spread":0.21797699261654996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135552518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7734284,0.0030898517,0.0000021548904,0.000017743125,0.0009239146,0.00031426467,0.00066832325,0.00001889071,0.22153644],"genre_scores_gemma":[0.97366613,0.00012595634,0.000052622723,0.000031704883,0.00022428179,0.000033037046,0.0025211305,0.00003501435,0.023310125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99594384,0.000110027744,0.00086553,0.00055601535,0.002252742,0.00027181106],"domain_scores_gemma":[0.9982077,0.0001155157,0.001114309,0.00035185102,0.000088723486,0.00012191956],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011876342,0.0004233818,0.0004194458,0.000032831616,0.00031868258,0.0003095072,0.0004997709,0.0003569259,0.000093197006],"category_scores_gemma":[0.000074175434,0.00035790566,0.00039292258,0.00029996113,0.00037572792,0.0010419191,0.00015827116,0.00029847483,0.00001365454],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007681689,0.0032162247,0.76052934,0.0004040027,0.0011698931,0.00017614063,0.00993976,0.0016184133,0.19267468,0.0031026986,0.004922193,0.021478456],"study_design_scores_gemma":[0.0004996655,0.00023082441,0.8990406,0.0005021983,0.0001472927,0.00013240718,0.0028508091,0.00015572531,0.07641788,0.0055537284,0.013723066,0.00074579567],"about_ca_topic_score_codex":0.00011428298,"about_ca_topic_score_gemma":0.000020837526,"teacher_disagreement_score":0.20023772,"about_ca_system_score_codex":0.0009931583,"about_ca_system_score_gemma":0.00012986593,"threshold_uncertainty_score":0.9998873},"labels":[],"label_agreement":null},{"id":"W7144962804","doi":"","title":"Current Trends of Strategic Environmental Assessment in Western Countries &#8211;Focusing on the UK and Canada-","year":2005,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Strategic environmental assessment; Environmental impact assessment; Government (linguistics); Impact assessment; Work (physics)","score_opus":0.021446684487058568,"score_gpt":0.28183666834761556,"score_spread":0.260389983860557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7144962804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99407005,0.00014985166,0.000024539788,0.0006768582,0.00035856708,0.0001445077,0.00041306615,0.000007743495,0.004154842],"genre_scores_gemma":[0.99901754,0.0001647396,0.0001654094,0.00019031913,0.00016460373,0.000022066144,0.00013231036,0.000008817489,0.0001341961],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980751,0.000075676435,0.00037213627,0.00032189107,0.0008764133,0.00027872578],"domain_scores_gemma":[0.9993714,0.000099180674,0.00014927673,0.0002623244,0.0000031474588,0.000114675466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002171104,0.00021651175,0.00018721737,0.000038626,0.00038190823,0.000058481484,0.00020349414,0.000043816464,0.0004555694],"category_scores_gemma":[0.000010587756,0.00016660382,0.000035378624,0.00010744621,0.00067381834,0.00043191004,0.00025374957,0.00026095813,0.000012583942],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004487903,0.0003217077,0.9852885,0.00001304307,0.00002560066,0.000038566945,0.00026715413,0.0011841699,0.004731759,0.0056939772,0.0004755193,0.0019151003],"study_design_scores_gemma":[0.000547215,0.00008301645,0.969035,0.00011651825,0.00002653117,0.000029207318,0.0004920733,0.00018269091,0.0034127221,0.000093204144,0.025670394,0.00031138875],"about_ca_topic_score_codex":0.09595166,"about_ca_topic_score_gemma":0.2093043,"teacher_disagreement_score":0.113352634,"about_ca_system_score_codex":0.0015125736,"about_ca_system_score_gemma":0.00017010293,"threshold_uncertainty_score":0.91006845},"labels":[],"label_agreement":null},{"id":"W7146074681","doi":"","title":"A Recent Trend in Canada’s Environmental Assessment System with Reference to Japan’s System","year":2015,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Work (physics); Risk assessment; Impact assessment","score_opus":0.022064748753548306,"score_gpt":0.25173958289161685,"score_spread":0.22967483413806855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7146074681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9414645,0.000059405793,0.00029594125,0.00021237059,0.00069437857,0.00057105045,0.0007901443,0.00006297597,0.05584924],"genre_scores_gemma":[0.9969928,0.000017356933,0.0018738707,0.00013599661,0.00010240364,0.00015173056,0.00048777193,0.000022419401,0.00021563492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648243,0.0001348138,0.00050828577,0.0006484714,0.001682975,0.0005430116],"domain_scores_gemma":[0.99859434,0.00003867153,0.00015992999,0.0005058252,0.000008668857,0.0006925896],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031052157,0.0003462401,0.00033158672,0.00005763699,0.00034020987,0.00008130533,0.00038242387,0.0000699466,0.00010981233],"category_scores_gemma":[0.00001927284,0.0002986344,0.00002951062,0.00031199222,0.0002147047,0.00072056055,0.00046275603,0.00026830792,0.00014429263],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034706155,0.0005059561,0.96541286,0.000087604676,0.00008852058,0.0014323121,0.00068147137,0.012112154,0.00581763,0.007146386,0.004498955,0.0018691014],"study_design_scores_gemma":[0.0027026397,0.00050348334,0.7559533,0.00074056635,0.000082193495,0.0007658289,0.024083491,0.0008971668,0.0018161588,0.0000072413754,0.2110535,0.0013944046],"about_ca_topic_score_codex":0.6016306,"about_ca_topic_score_gemma":0.7827138,"teacher_disagreement_score":0.20945953,"about_ca_system_score_codex":0.025470797,"about_ca_system_score_gemma":0.0011551981,"threshold_uncertainty_score":0.9999466},"labels":[],"label_agreement":null},{"id":"W7146236639","doi":"","title":"Environmental Impact Assessment in Canada and Japan","year":2006,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental impact assessment; Impact assessment; Risk assessment; Work (physics); Government (linguistics)","score_opus":0.005474710904019404,"score_gpt":0.23946607414070964,"score_spread":0.23399136323669023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7146236639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917824,0.00006809221,0.00006970019,0.00009258082,0.0003644023,0.00019555069,0.00036354378,0.000015152542,0.0070485626],"genre_scores_gemma":[0.99834764,0.000034327444,0.0007035777,0.00012707293,0.00014678568,0.000027441343,0.0003930745,0.000012747717,0.00020731066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805886,0.000055849072,0.00034894355,0.00040531068,0.0007385753,0.0003924713],"domain_scores_gemma":[0.9994093,0.000066123175,0.00009712105,0.00024534858,0.0000018946192,0.00018022259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013412975,0.00024230384,0.00019502688,0.000030493742,0.0003410744,0.000062252104,0.0001668253,0.000051380484,0.0006517955],"category_scores_gemma":[0.000014488513,0.00022385936,0.00004410667,0.00013259915,0.00037431804,0.00079030637,0.0003322237,0.00023007653,0.00003105513],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015031837,0.00015236485,0.98420876,0.0000043548794,0.000011874055,0.00012689125,0.000036181526,0.001240333,0.01197009,0.00042202335,0.00122189,0.00059021625],"study_design_scores_gemma":[0.00041686126,0.00003463115,0.9935808,0.000017872439,0.000011154613,0.00006778085,0.00013093594,0.00023467778,0.0007957541,0.00015328849,0.0042955372,0.00026068813],"about_ca_topic_score_codex":0.95472616,"about_ca_topic_score_gemma":0.8210774,"teacher_disagreement_score":0.13364877,"about_ca_system_score_codex":0.0053173043,"about_ca_system_score_gemma":0.0003675853,"threshold_uncertainty_score":0.9985011},"labels":[],"label_agreement":null},{"id":"W7154964990","doi":"10.5284/1141223","title":"Environmental Impact Assessment at shaw Lodge Mills Gas works, Shaw Lane, Halifax","year":2006,"lang":"en","type":"article","venue":"Archaeology Data Service","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mill; Suite; General partnership; Environmental impact assessment; Power (physics); Coal","score_opus":0.01539426098311715,"score_gpt":0.28802289909405293,"score_spread":0.2726286381109358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154964990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98776895,0.00026513787,0.00027741818,0.0020219097,0.00022303613,0.0004759774,0.0017310925,0.000093540584,0.007142949],"genre_scores_gemma":[0.9816654,0.00048439167,0.004588208,0.002868118,0.00020162847,0.000034694916,0.009086774,0.00006776134,0.0010030562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962825,0.0002823812,0.0005191894,0.001111413,0.0007074598,0.0010970295],"domain_scores_gemma":[0.99755526,0.00021681844,0.00023582298,0.0016393336,0.000002870027,0.0003498801],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045017272,0.00052282,0.00045248523,0.000056069464,0.00041718266,0.000043076612,0.0017897896,0.00026872443,0.017615661],"category_scores_gemma":[0.000010635522,0.0004770295,0.00011688106,0.000263829,0.00084944797,0.001053633,0.0065260543,0.0004137305,0.004420813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005745484,0.0005206794,0.97303265,0.000013104321,0.00008379146,0.000109358145,0.00049958524,0.0006498986,0.0067143454,0.0000582782,0.015190166,0.003070701],"study_design_scores_gemma":[0.0011081034,0.00014569327,0.9625802,0.000025415527,0.0000793733,0.00010569555,0.00018767992,0.0015388053,0.00022441449,0.0017285196,0.031673044,0.00060306035],"about_ca_topic_score_codex":0.017448625,"about_ca_topic_score_gemma":0.023849988,"teacher_disagreement_score":0.016482877,"about_ca_system_score_codex":0.0011611604,"about_ca_system_score_gemma":0.000030888892,"threshold_uncertainty_score":0.99976814},"labels":[],"label_agreement":null},{"id":"W7161850550","doi":"10.82308/53297","title":"Cumulative Effects Assessment and Collaborative Governance of Wildlife in Eeyou Istchee, Northern Quebec, Canada","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Environmental policy; Western europe; Medium term","score_opus":0.003747941320538113,"score_gpt":0.2616234979887398,"score_spread":0.25787555666820167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161850550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95524424,0.00022227199,0.0000038612957,0.00011699091,0.00023543631,0.00046865363,0.00006002696,0.0000054209045,0.04364312],"genre_scores_gemma":[0.97564214,0.00026139515,0.00029883478,0.00023713899,0.00001679004,0.000045815348,0.00032691695,0.000028265773,0.023142714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808574,0.00013907097,0.0003784352,0.0004286409,0.0007024696,0.00026562522],"domain_scores_gemma":[0.9991925,0.00012919575,0.000367268,0.00017446102,0.000015738888,0.0001208812],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000969048,0.00031505842,0.00050819013,0.000016320948,0.00007293536,0.000025705684,0.00014843215,0.00017108301,0.00070086936],"category_scores_gemma":[0.000034406687,0.00030169237,0.000044850007,0.00030610303,0.000100739104,0.00019951943,0.000098110875,0.00026664656,0.0000044535545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052421754,0.00033145584,0.98172516,0.00021130496,0.00013002289,0.0000942692,0.004278073,0.00035387097,0.0032841796,0.00016384415,0.002930715,0.0064446772],"study_design_scores_gemma":[0.00045447983,0.000043013126,0.9915915,0.00015188489,0.00002896969,2.6002718e-7,0.005107564,0.000053118416,0.0015845915,0.000063988875,0.0006128094,0.0003077809],"about_ca_topic_score_codex":0.9222092,"about_ca_topic_score_gemma":0.99905396,"teacher_disagreement_score":0.07684472,"about_ca_system_score_codex":0.0022741747,"about_ca_system_score_gemma":0.00060203805,"threshold_uncertainty_score":0.9999435},"labels":[],"label_agreement":null},{"id":"W7161985310","doi":"10.82308/31444","title":"On the role of research capacity in implementing Impact Assessment in Yukon Territory, Canada","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); ESPACE; Social impact; Poison control","score_opus":0.033656413426353504,"score_gpt":0.37053613350005565,"score_spread":0.33687972007370215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161985310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83990383,0.000019652027,1.5029187e-7,0.000076493445,0.00010275795,0.00038310018,0.000026396698,0.0000028780553,0.15948476],"genre_scores_gemma":[0.9976313,0.000023355833,0.000036471673,0.00004738932,0.00002262295,0.000064508284,0.00019147548,0.000021846341,0.0019610473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966709,0.00046134955,0.00046595233,0.00037597897,0.0013871025,0.0006387338],"domain_scores_gemma":[0.99914324,0.00029478906,0.00015760021,0.00030679457,0.000008417867,0.00008916755],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013205365,0.00023233409,0.00031410487,0.00009180887,0.00015601341,0.000039124345,0.00038344794,0.00014457319,0.0066890307],"category_scores_gemma":[0.000058865564,0.00017061416,0.00008499488,0.00040570667,0.00008549004,0.0001080258,0.0001714211,0.000968719,0.000009138479],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027347718,0.00045296442,0.97561,0.000032632914,0.00003512162,0.000025637217,0.0023556552,0.00024842267,0.016044505,0.0005931595,0.0015438237,0.0030306864],"study_design_scores_gemma":[0.00019325649,0.00007114113,0.9651853,0.00012716612,0.000004572386,3.2712586e-7,0.02578641,0.00015746243,0.006319541,0.0016604483,0.0003113529,0.00018304453],"about_ca_topic_score_codex":0.9620938,"about_ca_topic_score_gemma":0.9910538,"teacher_disagreement_score":0.15772747,"about_ca_system_score_codex":0.0042102244,"about_ca_system_score_gemma":0.00040325453,"threshold_uncertainty_score":0.99961245},"labels":[],"label_agreement":null},{"id":"W7164024811","doi":"10.13140/rg.2.2.13102.06724","title":"Mapping With the Land: Co-developing a Cumulative Impact Monitoring and Land Stewardship Framework with Sambaa K'e First Nation, Northwest Territories, Canada","year":2024,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Land use; Land cover; Impact assessment; Environmental impact assessment; Work (physics)","score_opus":0.01718210668793012,"score_gpt":0.26689064215634645,"score_spread":0.24970853546841631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164024811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99625593,0.0000837867,0.0007707341,0.0012464208,0.00011607453,0.00022590693,0.00004035404,0.000042592677,0.0012181866],"genre_scores_gemma":[0.99823016,0.000031664305,0.0011750835,0.000102331425,0.00015530801,0.00002037495,0.000020971387,0.000020932897,0.00024319989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988203,0.000031567648,0.00011945815,0.00026046223,0.00047994906,0.0002882528],"domain_scores_gemma":[0.99952626,0.0001907538,0.000043311793,0.00011856914,0.0000051762445,0.00011594134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012433392,0.00019967699,0.00013729863,0.000019116203,0.0004433034,0.00019742966,0.000120436176,0.00004944338,0.00012814494],"category_scores_gemma":[0.000008841627,0.00010576932,0.00002114646,0.0002638693,0.00015070564,0.0003333206,0.00007524526,0.00021294376,0.0000058469777],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012363518,0.000007662902,0.99614936,0.000014587625,0.00008008486,0.000023667679,0.0024779998,0.0006296166,0.000009347245,0.000015054054,0.00016728946,0.00041294287],"study_design_scores_gemma":[0.00016386973,0.000077325836,0.9928289,0.00016288568,0.000016029844,0.000014195455,0.0016888392,0.0001342868,0.000082798906,0.00008356986,0.0045225453,0.00022474377],"about_ca_topic_score_codex":0.7867693,"about_ca_topic_score_gemma":0.8112071,"teacher_disagreement_score":0.024437858,"about_ca_system_score_codex":0.0008903926,"about_ca_system_score_gemma":0.00011332036,"threshold_uncertainty_score":0.43131477},"labels":[],"label_agreement":null},{"id":"W7164711636","doi":"","title":"Improving Eco-Efficiency effectiveness","year":2017,"lang":"","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Boldness; Face (sociological concept); Creativity; Climate change; Wish; Quality (philosophy)","score_opus":0.00963019326045774,"score_gpt":0.2554782094314165,"score_spread":0.24584801617095878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164711636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8583002,0.0013469458,0.12731592,0.0015051607,0.0011513787,0.0024146882,0.00022003245,0.00034988933,0.0073957923],"genre_scores_gemma":[0.988221,0.00061399344,0.0070341867,0.0007806675,0.00032998697,0.00037440282,0.000012951769,0.00016405976,0.0024687895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937978,0.0004435904,0.00086504204,0.0014417277,0.0011916808,0.002260177],"domain_scores_gemma":[0.9945077,0.00018085263,0.0012063498,0.0029553832,0.000026420194,0.0011233372],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022339143,0.0010205514,0.0009114763,0.00019577616,0.0047837254,0.0017123234,0.0029234404,0.00079635944,0.0015338277],"category_scores_gemma":[0.0004564293,0.0010765579,0.00056511705,0.00027844342,0.001546038,0.0023816745,0.002842701,0.0011204504,0.0007898764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018128827,0.0014357986,0.7576724,0.00014406256,0.000113875176,0.00021009168,0.0005590528,0.0019059906,0.07937563,0.0014978859,0.00026277773,0.15664111],"study_design_scores_gemma":[0.0012551213,0.0004927533,0.9192414,0.00017145058,0.00013855186,0.0000518228,0.00023880422,0.043062754,0.03243311,0.0013059163,0.000416834,0.0011914391],"about_ca_topic_score_codex":0.06691346,"about_ca_topic_score_gemma":0.003530752,"teacher_disagreement_score":0.16156901,"about_ca_system_score_codex":0.003923431,"about_ca_system_score_gemma":0.00021321754,"threshold_uncertainty_score":0.99998814},"labels":[],"label_agreement":null},{"id":"W753000117","doi":"","title":"Current and emerging challenges in road risk management in Québec","year":2011,"lang":"en","type":"article","venue":"24th World Road CongressWorld Road Association (PIARC)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Climate change; Permafrost; Shore; Environmental planning; Environmental resource management; Environmental science; Geography; Geology; Oceanography","score_opus":0.024750263470234127,"score_gpt":0.2679112276864978,"score_spread":0.24316096421626365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W753000117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8857599,0.003795187,0.000009123395,0.001248795,0.00068122026,0.00087200623,0.000018375991,0.000093257964,0.10752214],"genre_scores_gemma":[0.98483795,0.0091472445,0.00026173686,0.00013570764,0.000070964124,0.00014256846,0.0000113814685,0.000039234616,0.0053532296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966211,0.0004011504,0.00068082137,0.00073632674,0.00074234675,0.00081829925],"domain_scores_gemma":[0.998862,0.000065692584,0.0005198822,0.00033083832,0.000008821041,0.00021273647],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011174307,0.0003953689,0.00045086865,0.00032395383,0.00024842605,0.000059823076,0.00036653256,0.00010782554,0.0015537565],"category_scores_gemma":[0.00006128167,0.0004047484,0.00010585915,0.00064061594,0.0001289012,0.00061698444,0.0005509609,0.00057651347,0.00030638243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020538208,0.0003166103,0.65438324,0.000013145649,0.00004364612,0.00001609683,0.0030310617,0.0000481687,0.0000073088836,0.00018410583,0.00030226176,0.3416338],"study_design_scores_gemma":[0.001277597,0.00003147206,0.979852,0.00009742356,0.00004631041,5.445103e-7,0.0008563407,0.00061922,0.000028512799,0.00096051564,0.015780123,0.00044994068],"about_ca_topic_score_codex":0.033957627,"about_ca_topic_score_gemma":0.23815708,"teacher_disagreement_score":0.34118387,"about_ca_system_score_codex":0.0020597014,"about_ca_system_score_gemma":0.0000231653,"threshold_uncertainty_score":0.99984044},"labels":[],"label_agreement":null},{"id":"W789726164","doi":"","title":"Environmental Goals and Sustainable Prosperity Act","year":2012,"lang":"en","type":"article","venue":"Dalhousie law journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prosperity; Government (linguistics); Environmental law; Political science; Context (archaeology); Accountability; Corporate governance; Public administration; Environmental studies; Legislature; Civil society; Sustainable development; Law; Sociology; Management; Economics; Geography; Politics","score_opus":0.007567722227402739,"score_gpt":0.2424458437110027,"score_spread":0.23487812148359996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W789726164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93771183,0.00028415504,0.00002133317,0.000110601024,0.00014554175,0.00021675052,0.000006601416,0.000017050386,0.061486162],"genre_scores_gemma":[0.9975974,0.00014220315,0.00041219912,0.00047391353,0.00023812432,0.000010255421,0.0000041517046,0.000023452358,0.0010982803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981012,0.000116716845,0.00020986576,0.00016935173,0.00053919415,0.0008637072],"domain_scores_gemma":[0.99921185,0.000018490646,0.00010962188,0.00014243058,0.000001809064,0.00051582605],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000878383,0.00018651634,0.00016832449,0.000014902937,0.000989069,0.00012534027,0.00016616267,0.00008507685,0.005816273],"category_scores_gemma":[0.000010957256,0.0001592122,0.000066406115,0.000057527555,0.00039602182,0.0014287783,0.00040959474,0.0003034305,0.00028591827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015637172,0.00037874072,0.98366207,0.00000479396,0.000026728561,0.000028781064,0.0014394004,0.000011226197,0.0049141496,0.00086463586,0.00082668813,0.007827176],"study_design_scores_gemma":[0.00067286176,0.000095959826,0.9214079,0.0000051520715,0.000048037662,0.0003307237,0.0020333265,0.000018188737,0.0012735435,0.0013308453,0.07247135,0.00031215546],"about_ca_topic_score_codex":0.0003237076,"about_ca_topic_score_gemma":0.00004146373,"teacher_disagreement_score":0.071644664,"about_ca_system_score_codex":0.0004894523,"about_ca_system_score_gemma":0.000005833919,"threshold_uncertainty_score":0.9950926},"labels":[],"label_agreement":null},{"id":"W804707345","doi":"10.1007/s10113-015-0828-8","title":"Climate change adaptation strategies for transportation infrastructure in Prince George, Canada","year":2015,"lang":"en","type":"article","venue":"Regional Environmental Change","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Northern British Columbia; Quest University Canada","funders":"Natural Resources Canada; Canada Research Chairs; Pacific Institute for Climate Solutions","keywords":"Climate change; Work (physics); Climate change adaptation; Adaptation (eye); Environmental planning; Plan (archaeology); Environmental resource management; Transportation infrastructure; Transport engineering; Geography; Engineering; Environmental science","score_opus":0.05204436636189629,"score_gpt":0.2622978401417403,"score_spread":0.210253473779844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W804707345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969585,0.000117894844,0.000114016926,0.00066553795,0.00018627987,0.0009985111,0.00035543396,0.00002080455,0.00058300036],"genre_scores_gemma":[0.9965906,0.00019443549,0.0006195058,0.0012141075,0.000167242,0.0004654422,0.0006114206,0.0000306867,0.00010652753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983193,0.000040752457,0.00025550858,0.0003587273,0.00057593436,0.00044975628],"domain_scores_gemma":[0.9994923,0.0000244828,0.00012924364,0.00013311201,0.0000017466436,0.00021910835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013547095,0.0002404456,0.00018802861,0.0000308153,0.00010561952,0.000021343883,0.00016670882,0.000104659404,0.00020738231],"category_scores_gemma":[0.0000029547182,0.00024427034,0.00005432752,0.000103652084,0.00013597496,0.00090404163,0.00004741705,0.0001234031,0.000032016793],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033782586,0.00045910626,0.9415364,0.000059966747,0.000026652637,0.000056554665,0.019520419,0.004639664,0.0016433315,0.0009133203,0.0030458856,0.027760834],"study_design_scores_gemma":[0.001057735,0.00012762324,0.96770453,0.000023944158,0.000015225096,0.000004435571,0.0076592923,0.0012707942,0.00006391823,0.0011132013,0.020611104,0.0003481915],"about_ca_topic_score_codex":0.08655738,"about_ca_topic_score_gemma":0.32864976,"teacher_disagreement_score":0.24209239,"about_ca_system_score_codex":0.001463223,"about_ca_system_score_gemma":0.000037074544,"threshold_uncertainty_score":0.99610555},"labels":[],"label_agreement":null},{"id":"W826737116","doi":"10.69554/dasj2480","title":"Environmental management planning: A Canadian perspective","year":2008,"lang":"en","type":"article","venue":"Journal of airport management","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Environmental planning; Business; Environmental resource management; Geography; Computer science; Environmental science; Artificial intelligence","score_opus":0.012662745771283521,"score_gpt":0.2444558845794681,"score_spread":0.23179313880818458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W826737116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7352214,0.000114779476,0.00020284463,0.0005107279,0.00032872107,0.0003252837,0.000005730278,0.000013533478,0.26327696],"genre_scores_gemma":[0.99041814,0.00043086123,0.0027633368,0.0006368744,0.00008571664,0.000007764526,0.0000030443089,0.000023970464,0.0056302915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797887,0.00003882105,0.00044008516,0.0002453029,0.00083875866,0.00045815972],"domain_scores_gemma":[0.99900186,0.000007856511,0.0003016516,0.00020964556,0.0000042717697,0.00047468604],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027507,0.00022417668,0.0002449014,0.00018078736,0.00033209898,0.000023719731,0.00041757151,0.000056429726,0.002407074],"category_scores_gemma":[0.0000024984422,0.00020614953,0.0001831239,0.00016392807,0.00022357036,0.00040273508,0.00024453923,0.00020938451,0.00046235742],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014948339,0.0013375276,0.84061354,0.000025199599,0.0012480927,0.020601746,0.007134073,0.005697703,0.00035332522,0.0014112229,0.111088775,0.010339315],"study_design_scores_gemma":[0.0009115376,0.00023439415,0.9276728,0.00002851327,0.000118300624,0.00034314764,0.006765442,0.000023913251,0.000066575456,0.0012590926,0.06226714,0.00030915978],"about_ca_topic_score_codex":0.0024002285,"about_ca_topic_score_gemma":0.00032894727,"teacher_disagreement_score":0.25764668,"about_ca_system_score_codex":0.002267581,"about_ca_system_score_gemma":0.000017309942,"threshold_uncertainty_score":0.9985049},"labels":[],"label_agreement":null},{"id":"W844178303","doi":"","title":"WERE THE RESULTS AS INTENDED?: AN INTERNATIONAL OVERVIEW OF KNOWLEDGE ABOUT ENVIRONMENTAL FOLLOW-UPS OF ROAD AND RAILWAY PROJECTS","year":2003,"lang":"en","type":"article","venue":"VTI MEDDELANDE","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Baseline (sea); Environmental planning; Environmental impact assessment; Business; Environmental resource management; Engineering; Geography; Political science; Environmental science","score_opus":0.030750516858051007,"score_gpt":0.3076424325196682,"score_spread":0.2768919156616172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W844178303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9322794,0.00032466563,0.000010617845,0.00010191795,0.00018763317,0.00027820293,0.00006328348,0.000008953483,0.066745296],"genre_scores_gemma":[0.9972251,0.0008889965,0.00019605273,0.000116006144,0.000027037575,0.000013961412,0.000028774537,0.000014926127,0.0014891336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854183,0.00017665546,0.00036514475,0.00028769148,0.0004081283,0.0002205626],"domain_scores_gemma":[0.9993059,0.000054682303,0.00020420652,0.00028543794,0.0000033006609,0.00014648167],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004769082,0.00017473941,0.00022148555,0.000030056348,0.00010038902,0.000016222422,0.00030880884,0.00008424691,0.0010469928],"category_scores_gemma":[0.00009509132,0.00012204225,0.00008085817,0.00008859164,0.0004405814,0.0003081888,0.00020331291,0.00013824545,0.00006760374],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040322114,0.0022948564,0.83623,0.00006132054,0.00031257447,0.000018585555,0.023097526,0.00008400004,0.052712552,0.002804317,0.0015539697,0.08042712],"study_design_scores_gemma":[0.002680747,0.00055659714,0.95842934,0.00008042423,0.00006838278,0.00003404086,0.003725659,0.00020524552,0.011902088,0.0014217179,0.020550558,0.00034518875],"about_ca_topic_score_codex":0.00034022523,"about_ca_topic_score_gemma":0.00015255863,"teacher_disagreement_score":0.122199394,"about_ca_system_score_codex":0.000118576056,"about_ca_system_score_gemma":0.000021363554,"threshold_uncertainty_score":0.9998662},"labels":[],"label_agreement":null},{"id":"W858437278","doi":"","title":"From Idea to Practice: Sustainable Development Efforts in Manitoba","year":2012,"lang":"en","type":"article","venue":"Dalhousie law journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Legislation; Nova scotia; Humanities; Earth Summit; Round table; Ethnology; Sociology; Business; Law; Session (web analytics); Art","score_opus":0.011147818676403652,"score_gpt":0.27278820749117244,"score_spread":0.2616403888147688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W858437278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9520156,0.00005648573,0.00029858184,0.00041496972,0.00040267274,0.0002042561,0.0000023707646,0.000016131755,0.04658895],"genre_scores_gemma":[0.9873669,0.00001613778,0.009497751,0.001939425,0.00032863035,0.000014535951,0.000006292434,0.000023780509,0.0008065615],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998042,0.000100095676,0.00032625845,0.00016933677,0.00055541814,0.00080693053],"domain_scores_gemma":[0.99918485,0.000054817807,0.0001231179,0.00014070467,0.00000602396,0.0004904708],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000759112,0.00016820848,0.00016552646,0.000035410314,0.0004529869,0.00011901962,0.00023897024,0.000074609154,0.0017587245],"category_scores_gemma":[0.000047294816,0.00015281362,0.000041645184,0.00017280615,0.000061726045,0.0015220459,0.00036774424,0.00030768922,0.0012046341],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014954046,0.0018094992,0.91594046,0.000010417479,0.00009274262,0.0009156799,0.033033986,0.00069249835,0.00339986,0.0014518844,0.010003798,0.03249962],"study_design_scores_gemma":[0.0004465966,0.00004817693,0.4839519,0.000017351626,0.000015567839,0.00007085371,0.010749212,0.000002768872,0.0011799808,0.0007631685,0.5024737,0.0002807295],"about_ca_topic_score_codex":0.0084032295,"about_ca_topic_score_gemma":0.0031778945,"teacher_disagreement_score":0.4924699,"about_ca_system_score_codex":0.0012448023,"about_ca_system_score_gemma":0.000017684224,"threshold_uncertainty_score":0.99957305},"labels":[],"label_agreement":null},{"id":"W938092318","doi":"","title":"Lessons from the handling of alternatives in two international bridge projects","year":2008,"lang":"en","type":"article","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Process (computing); Plan (archaeology); Scale (ratio); Legislature; Impact assessment; Environmental planning; Environmental impact assessment; Business; Environmental resource management; Engineering; Computer science; Political science; Economics; Geography; Public administration","score_opus":0.060198464286824564,"score_gpt":0.35447813604140616,"score_spread":0.2942796717545816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W938092318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699565,0.000009714711,0.0001757645,0.00063329696,0.00008758726,0.00009072959,0.000012607763,0.0000063609696,0.029027445],"genre_scores_gemma":[0.9985493,0.00007169699,0.00047768356,0.00022242393,0.000037033584,0.000005682869,0.0000066872863,0.000004352437,0.0006251702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993666,0.00003498936,0.0001247099,0.00012463063,0.00024314274,0.00010597402],"domain_scores_gemma":[0.9997747,0.00006304975,0.00005078107,0.000085967105,0.0000012438057,0.000024258205],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008076301,0.00006158296,0.00007390736,0.0000099511435,0.000061482664,0.000007074187,0.00023047437,0.000012843018,0.0011702032],"category_scores_gemma":[0.000016441745,0.000041485146,0.000030327505,0.000066046945,0.00019532314,0.00017645459,0.0001684949,0.000069024434,0.00006241542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059181366,0.00009692003,0.9871332,2.0878767e-7,0.000009689474,0.0000050424255,0.0029862868,0.00016273808,0.007600178,0.000077521916,0.00021198462,0.0017103255],"study_design_scores_gemma":[0.00034975391,0.000009761175,0.99310946,0.000006726329,0.0000017486107,0.0000013152982,0.00034376807,0.0003525646,0.0051334132,0.00038627183,0.00025206464,0.00005311952],"about_ca_topic_score_codex":0.014362335,"about_ca_topic_score_gemma":0.0018311584,"teacher_disagreement_score":0.028592777,"about_ca_system_score_codex":0.00009551319,"about_ca_system_score_gemma":0.0000057497173,"threshold_uncertainty_score":0.99974287},"labels":[],"label_agreement":null},{"id":"W97775384","doi":"","title":"Community involvement in marine and coastal management in Australia and Canada","year":2006,"lang":"en","type":"article","venue":"Own your potential (DEAKIN)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental resource management; Environmental planning; Oceanography; Fishery; Environmental science; Geology","score_opus":0.01392701873115656,"score_gpt":0.24504950337835674,"score_spread":0.23112248464720017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W97775384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99588144,0.0000035647677,0.000009075506,0.00019809004,0.00008076958,0.00024792092,0.000018790583,0.0000071222903,0.0035532194],"genre_scores_gemma":[0.9978973,0.000013375705,0.00033318304,0.00014527504,0.000019581048,0.000013495772,0.00004398293,0.000010438876,0.0015233285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987853,0.00011016972,0.00024209854,0.00021050185,0.0003039389,0.00034798967],"domain_scores_gemma":[0.99969196,0.000008482725,0.000056891633,0.00014554147,0.0000012413414,0.00009586081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021643614,0.00016858878,0.00016070549,0.000038698065,0.0001385159,0.000042195486,0.00013487843,0.000052106432,0.00051638536],"category_scores_gemma":[0.000001957522,0.00016941923,0.000018173203,0.00010305908,0.00015122215,0.00018085139,0.00070604077,0.00023149383,0.000010340195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001926308,0.00024910524,0.99452597,0.000016544192,0.000010069257,0.00014082582,0.00010644879,0.00033540183,0.0016419942,0.00015705581,0.00055571407,0.0022416154],"study_design_scores_gemma":[0.0008647871,0.000038347574,0.99601436,0.0000116981755,0.000011477002,0.000005125649,0.0005102172,0.00008372638,0.00012955518,0.0007848286,0.001361624,0.00018425527],"about_ca_topic_score_codex":0.98322564,"about_ca_topic_score_gemma":0.9808664,"teacher_disagreement_score":0.0023592806,"about_ca_system_score_codex":0.00037877352,"about_ca_system_score_gemma":0.000008095745,"threshold_uncertainty_score":0.6908716},"labels":[],"label_agreement":null},{"id":"W978918951","doi":"10.1520/stp104257","title":"Ecological Risk Assessment (ERA) of Open-water Disposal of Sediment to Support the Management of Dredging Project in the St. Lawrence River","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôtel-Dieu de Québec; McGill University; Environment and Climate Change Canada; Hydro-Québec; GDG Environnement","funders":"","keywords":"Dredging; Action plan; Geography; Engineering; Environmental resource management; Archaeology; Management; Environmental science; Ecology","score_opus":0.030727025424770318,"score_gpt":0.313699183243041,"score_spread":0.28297215781827073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W978918951","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2840276,0.000022912187,0.00014659579,0.0005071383,0.0001745012,0.0041653984,0.0002270782,0.000009882375,0.71071887],"genre_scores_gemma":[0.9759387,0.00031256056,0.0022994843,0.00030400176,0.000021753625,0.000105350875,0.000045257508,0.000024191067,0.020948716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739677,0.00014805666,0.0006776388,0.00037937655,0.0009938085,0.00040437322],"domain_scores_gemma":[0.9988934,0.00008043005,0.00039082477,0.00055627583,0.0000069203024,0.00007218552],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001529599,0.0003212213,0.0004947731,0.000036656515,0.00010570008,0.00002788571,0.0013651606,0.0001388672,0.006477308],"category_scores_gemma":[0.000002101843,0.00015681263,0.00015382207,0.00006919626,0.0005643117,0.00022442531,0.0023520775,0.00039917376,0.000066545545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056522555,0.010064879,0.65112734,0.00077056844,0.002497862,0.0001695174,0.03967731,0.001740563,0.005251877,0.10416454,0.018667873,0.16530243],"study_design_scores_gemma":[0.0011702606,0.0014186493,0.9611669,0.000241346,0.0005003354,0.00000409867,0.002527266,0.000033937602,0.0015910093,0.005800382,0.024869163,0.00067666284],"about_ca_topic_score_codex":0.0013604116,"about_ca_topic_score_gemma":0.00025968946,"teacher_disagreement_score":0.6919111,"about_ca_system_score_codex":0.00032595263,"about_ca_system_score_gemma":0.000020140536,"threshold_uncertainty_score":0.9944309},"labels":[],"label_agreement":null},{"id":"W98173793","doi":"","title":"Challenges in Measuring Sustainability and the Quality of Life – The Case of a Small Canadian City","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Ranking (information retrieval); Sustainability; Index (typography); Quality (philosophy); Population; Geography; Set (abstract data type); Measure (data warehouse); Human Development Index; Environmental resource management; Environmental economics; Regional science; Economics; Computer science; Economic growth; Human development (humanity); Ecology; Sociology; Data mining","score_opus":0.036336944816884924,"score_gpt":0.2774626528188155,"score_spread":0.24112570800193056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W98173793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99275696,0.0011647554,0.000017637089,0.0041614883,0.000014816458,0.00026511314,0.0000010089279,0.0000013487415,0.0016168827],"genre_scores_gemma":[0.99812716,0.00174225,0.000008274027,0.000052006635,0.000014143365,0.0000086511245,9.8964435e-8,0.0000043957475,0.000043010292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822885,0.0004447892,0.0002896678,0.00010823321,0.00015073494,0.0007776992],"domain_scores_gemma":[0.99943054,0.00013301076,0.00015849872,0.00015238464,0.000011577774,0.00011401924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004405905,0.00008339578,0.00017412595,0.000020840784,0.000175519,0.000014112688,0.00019731245,0.000041673506,0.00007487144],"category_scores_gemma":[0.00024366537,0.00004728558,0.000057406418,0.00008229319,0.00048594933,0.00013089378,0.000084589046,0.0005952491,0.0000015652689],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007905321,0.00015816462,0.8776025,0.000029470953,0.000098503304,0.000009106992,0.007726854,0.00019573345,0.00019552957,0.02444456,0.000005673876,0.089454845],"study_design_scores_gemma":[0.00071191863,0.000060004688,0.7942883,0.000004534457,0.000009698442,0.000101601385,0.032656074,0.00007328952,0.000019990453,0.17199089,0.000011829368,0.00007190503],"about_ca_topic_score_codex":0.6018946,"about_ca_topic_score_gemma":0.8749912,"teacher_disagreement_score":0.27309656,"about_ca_system_score_codex":0.0013294113,"about_ca_system_score_gemma":0.00037623764,"threshold_uncertainty_score":0.40075642},"labels":[],"label_agreement":null}]}