{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":161,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":161,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"adfda5237efb","filters":{"venue":"The Extractive Industries and Society"}},"results":[{"id":"W1978102331","doi":"10.1016/j.exis.2014.03.004","title":"Review of barriers to reduce mercury use in artisanal gold mining","year":2014,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":159,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gold mining; Mercury (programming language); Gold extraction; Business; Natural resource economics; Economics; Metallurgy; Computer science","authors":[{"name":"Marcello M. Veiga","is_ca":true},{"name":"Gustavo Angeloci-Santos","is_ca":true},{"name":"J.A. Meech","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02402461210256353,"gpt":0.244745902734617,"spread":0.2207212906320535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004630775,0.0007852198,0.001906186,0.003241281,0.0004306394,0.001954077,0.001911391,0.001328475,0.004155417],"category_scores_gemma":[0.009775569,0.0005007164,0.001234182,0.003820238,0.0005839306,0.001220705,0.0009381612,0.001518456,0.0005778921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002083292,"about_ca_system_score_gemma":0.01220331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01976667,"about_ca_topic_score_gemma":0.04622468,"domain_scores_codex":[0.9975884,0.0006397275,0.0006528616,0.0002115934,0.0007359434,0.0001715262],"domain_scores_gemma":[0.9912899,0.004941329,0.001536283,0.00009358975,0.001864138,0.0002747384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002945513,0.00021326,0.0024115,0.3305801,0.001690676,0.0001719719,0.0007631399,0.0004572095,0.0009160434,0.005815748,0.03657322,0.6201125],"study_design_scores_gemma":[0.0001206306,0.0004362404,0.01985453,0.263497,0.003556686,0.0003241945,0.001436488,0.0001744146,0.001040195,0.0022306,0.7072654,0.0000634597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001092482,0.9932122,0.0001760125,0.003129828,0.0003901352,0.00004172896,0.0001657974,0.000009148654,0.001782689],"genre_scores_gemma":[0.006919073,0.9904332,0.0005781899,0.001203036,0.0002060738,0.00004306988,0.0001037336,0.000007940215,0.0005055093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01976667,"threshold_uncertainty_score":0.03930318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2807091201","doi":"10.1016/j.exis.2018.05.004","title":"Indigenous peoples’ relationships to large-scale mining in post/colonial contexts: Toward multidisciplinary comparative perspectives","year":2018,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":112,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; University of Ottawa; Université Laval; Université du Québec en Abitibi-Témiscamingue; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Negotiation; Colonialism; Context (archaeology); Multidisciplinary approach; Political science; Scale (ratio); Indigenous rights; Geography; Economic growth; Ecology; Law; Archaeology","authors":[{"name":"Leah S. Horowitz","is_ca":false},{"name":"Arn Keeling","is_ca":true},{"name":"Francis Lévesque","is_ca":true},{"name":"Thierry Rodon","is_ca":true},{"name":"Stephan Schott","is_ca":true},{"name":"Sophie Thériault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03383861529619509,"gpt":0.2785804214116511,"spread":0.244741806115456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001963178,0.0002262162,0.0003377047,0.00237237,0.01442875,0.00528828,0.0009326463,0.001244046,0.004406426],"category_scores_gemma":[0.003146024,0.0002339591,0.0001138161,0.002870149,0.01435322,0.00358379,0.005433735,0.001931803,0.0001567593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003158249,"about_ca_system_score_gemma":0.003447222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1094336,"about_ca_topic_score_gemma":0.2298263,"domain_scores_codex":[0.9986413,0.0006480702,0.00002839506,0.00008503936,0.0001048107,0.0004923579],"domain_scores_gemma":[0.9987361,0.000622749,0.0002041698,0.00005569383,0.0001458066,0.000235404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009526329,0.00001439684,0.00366206,0.00002349728,0.000002549697,0.0002561379,0.9875261,0.000009729033,0.0001049181,0.005593491,0.000111854,0.002685727],"study_design_scores_gemma":[6.393527e-7,0.000007306572,0.007823669,0.00003009832,0.000002163909,0.00006401928,0.9884101,0.000009350846,0.00002883878,0.0005774674,0.003043851,0.000002452236],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718241,0.0008011219,0.000104404,0.001212855,0.00002137122,0.000008153107,0.00001338131,0.000001476963,0.0260132],"genre_scores_gemma":[0.9977676,0.0004645108,0.00004949034,0.0001001237,0.000009635669,0.000006457025,0.000005070334,0.000001908755,0.00159523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1094336,"threshold_uncertainty_score":0.2175932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W642238627","doi":"10.1016/j.exis.2015.06.001","title":"Staking claims and shaking hands: Impact and benefit agreements as a technology of government in the mining sector","year":2015,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":103,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Negotiation; Context (archaeology); Corporate governance; Government (linguistics); Politics; State (computer science); Business; Power (physics); Political science; Political economy; Public relations; Public administration; Law; Economics; Finance; Geography","authors":[{"name":"Guillaume Peterson St‐Laurent","is_ca":true},{"name":"Philippe Le Billon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02857040502673696,"gpt":0.248666435510537,"spread":0.2200960304838001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009188483,0.0002833993,0.0004078388,0.002101222,0.008570602,0.01598462,0.001908501,0.007397505,0.02239037],"category_scores_gemma":[0.03555548,0.0003142354,0.0004290858,0.003020652,0.02413448,0.01278822,0.009141272,0.006514689,0.0008757572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009699898,"about_ca_system_score_gemma":0.009000306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01000181,"about_ca_topic_score_gemma":0.01541837,"domain_scores_codex":[0.9881919,0.006219165,0.0003099664,0.0006474119,0.002128884,0.002502675],"domain_scores_gemma":[0.9666495,0.02598199,0.002472022,0.001530422,0.001708956,0.001657152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007576669,0.0001307554,0.003998597,0.00002497224,0.000008571954,0.0002158162,0.01264165,0.001381901,0.0002207252,0.9653444,0.001334743,0.01462218],"study_design_scores_gemma":[0.00003387527,0.00009926216,0.01004735,0.0001395122,0.00003532075,0.0001098361,0.053042,0.003707393,0.0006766923,0.9101272,0.02193507,0.00004642449],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.453936,0.0007042114,0.007032775,0.01729118,0.00007707549,0.00006846469,0.00005025831,0.00004076914,0.5207993],"genre_scores_gemma":[0.994273,0.00008939554,0.0002002605,0.0002417578,0.0000172854,0.0000114504,0.000004307558,0.000006566326,0.005155913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9914294,"threshold_uncertainty_score":0.07490325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900081434","doi":"10.1016/j.exis.2018.11.001","title":"The Colombian artisanal mining sector: Formalization is a heavy burden","year":2018,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":98,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Christian ministry; Business; Government (linguistics); Gold mining; Legislation; Order (exchange); Production (economics); Sustainable development; Natural resource economics; Economic growth; Political science; Finance; Economics; Law","authors":[{"name":"Marcello M. Veiga","is_ca":true},{"name":"B. Marshall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01738755971670539,"gpt":0.2240417333628899,"spread":0.2066541736461845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001248548,0.0001732839,0.0001628595,0.001119453,0.001666659,0.00408229,0.0006346451,0.0003804653,0.009248515],"category_scores_gemma":[0.004457169,0.0001165716,0.0001749054,0.001593996,0.003206154,0.002269104,0.0009316648,0.000602105,0.0005715314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007076285,"about_ca_system_score_gemma":0.006515128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.176197,"about_ca_topic_score_gemma":0.1757011,"domain_scores_codex":[0.999117,0.0003654879,0.00004612867,0.0001154339,0.0001929409,0.0001630492],"domain_scores_gemma":[0.9954145,0.002119578,0.0006765635,0.0005504699,0.001005323,0.0002334618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001005478,0.0000601727,0.02032324,0.0003593688,0.00001652942,0.0003748392,0.008080868,0.004307312,0.0008480133,0.8848638,0.01173089,0.06893438],"study_design_scores_gemma":[0.00005233293,0.00004595119,0.1049215,0.0008822494,0.00004326565,0.0003648349,0.03347288,0.02359452,0.001237302,0.4469789,0.3883193,0.00008696128],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4993208,0.006832511,0.03609645,0.02102238,0.0001178646,0.0000875215,0.001198899,0.0004726328,0.4348511],"genre_scores_gemma":[0.9890638,0.0007614681,0.002822164,0.0001364571,0.0000239782,0.00001433044,0.0002379992,0.00003657948,0.006903319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.176197,"threshold_uncertainty_score":0.3503428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W760058129","doi":"10.1016/j.exis.2015.06.005","title":"Aboriginal communities, traditional knowledge, and the environmental legacies of extractive development in Canada","year":2015,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Environmental remediation; Environmental planning; Traditional knowledge; Government (linguistics); Wildlife; Environmental ethics; Land reclamation; Environmental resource management; Environmental protection; Political science; Archaeology; Geography; Ecology; Environmental science","authors":[{"name":"John Sandlos","is_ca":true},{"name":"Arn Keeling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0774328241616772,"gpt":0.3243063985106946,"spread":0.2468735743490174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001502351,0.0002216637,0.0004892022,0.001970827,0.02559325,0.005234505,0.001377203,0.0006694497,0.00576394],"category_scores_gemma":[0.003112473,0.0002787646,0.0002167535,0.00417492,0.007570593,0.001255126,0.003852681,0.00226389,0.000119388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06053902,"about_ca_system_score_gemma":0.1592915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961415,"about_ca_topic_score_gemma":0.9991952,"domain_scores_codex":[0.9981772,0.000274909,0.0000449321,0.00009088349,0.0003787408,0.001033304],"domain_scores_gemma":[0.9970626,0.0006215191,0.0002768268,0.0000577367,0.0008300288,0.001151285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001968365,0.0002662177,0.1281939,0.0004572319,0.00006295167,0.001382906,0.7470922,0.0003681493,0.0006921281,0.04163232,0.00727739,0.07237776],"study_design_scores_gemma":[0.00001929374,0.00004020863,0.1628398,0.0005352103,0.00005418996,0.0002071414,0.7894,0.0002154314,0.0002526462,0.003055928,0.04332757,0.00005253183],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562118,0.003181048,0.00009455149,0.00649408,0.00004646668,0.00002906136,0.0001333794,0.000005341723,0.03380428],"genre_scores_gemma":[0.9923901,0.001755088,0.0001132614,0.0002970572,0.000006494304,0.000008070015,0.00002769504,0.000004040011,0.005398241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06053902,"threshold_uncertainty_score":0.4392434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954046394","doi":"10.1016/j.exis.2019.06.003","title":"Minding the “governance gaps”: Re-thinking conceptualizations of host state “weak governance” and re-focussing on home state governance to prevent and remedy harm by multinational mining companies and their subsidiaries","year":2019,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":73,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MiningWatch Canada","funders":"","keywords":"Harm; Corporate governance; Multinational corporation; Business; Status quo; Accountability; Impunity; Political economy; Political science; Human rights; Economics; Market economy; Law; Finance","authors":[{"name":"Catherine Coumans","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01399314133607479,"gpt":0.2240348068461553,"spread":0.2100416655100805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008841599,0.0005610652,0.0005675796,0.001906583,0.005567445,0.009050708,0.002187909,0.004507744,0.002595501],"category_scores_gemma":[0.01047817,0.0003112615,0.0005988106,0.001400045,0.06039374,0.02545574,0.006426264,0.01208076,0.0002059516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005674763,"about_ca_system_score_gemma":0.007830178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006691133,"about_ca_topic_score_gemma":0.00803337,"domain_scores_codex":[0.9949941,0.0031899,0.0001408518,0.0004781191,0.0005790532,0.0006180477],"domain_scores_gemma":[0.9941298,0.002830833,0.0006214886,0.001042078,0.0008644036,0.0005114984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005714872,0.000009225222,0.0002745351,0.00001923879,0.000003636964,0.00002685913,0.01011247,0.0002300015,0.00004635719,0.9851986,0.001108424,0.00296482],"study_design_scores_gemma":[0.000005934556,0.00001250503,0.0003035967,0.0001070335,0.000009129819,0.00002699934,0.009319071,0.0006603246,0.0001422147,0.974826,0.0145779,0.000009250627],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1682518,0.00478523,0.1820094,0.3536802,0.001379287,0.0001333178,0.00008262457,0.0001997719,0.2894785],"genre_scores_gemma":[0.9835141,0.0004737068,0.006092598,0.007108375,0.0001372097,0.00005696567,0.0000147386,0.00004054288,0.002561803],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009050708,"threshold_uncertainty_score":0.04675943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993759243","doi":"10.1016/j.exis.2014.01.006","title":"The political economy of transitory mining in Ghana: Understanding the trajectories, triumphs, and tribulations of artisanal and small-scale operators","year":2014,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"British Academy","keywords":"Negotiation; Politics; Gold mining; Scale (ratio); Business; Exploit; Political science; Political economy; Geography; Sociology; Computer security; Law","authors":[{"name":"Frank K. Nyame","is_ca":false},{"name":"J. Andrew Grant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02245120046607833,"gpt":0.2110861082974822,"spread":0.1886349078314039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005904597,0.00008380466,0.0001242914,0.0007153149,0.001958245,0.002188189,0.0004425649,0.0006775844,0.007341301],"category_scores_gemma":[0.002265706,0.0001389736,0.00006037062,0.00136134,0.003406632,0.002425533,0.001581492,0.001142936,0.0003105987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003356001,"about_ca_system_score_gemma":0.002286767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03793946,"about_ca_topic_score_gemma":0.09620594,"domain_scores_codex":[0.9996388,0.0001249515,0.000006451675,0.00002636666,0.00002624354,0.000177204],"domain_scores_gemma":[0.9986402,0.0005304079,0.0004578652,0.00002489731,0.00009445704,0.0002521503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004819589,0.0002681868,0.3747472,0.0002017232,0.00002189592,0.002052841,0.2537399,0.001291633,0.002310202,0.2887521,0.006203746,0.06992868],"study_design_scores_gemma":[0.00002653553,0.00008692421,0.4844595,0.0002874313,0.00001132056,0.0003303441,0.4256211,0.00235369,0.0004570697,0.03962648,0.04672116,0.00001845494],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721606,0.0004695915,0.000338492,0.006030864,0.000009818472,0.00001618251,0.0001075503,0.00000253408,0.02086429],"genre_scores_gemma":[0.9983241,0.0001938384,0.00005485885,0.00007137842,0.000003233958,0.00000507099,0.00001735072,0.000002310027,0.001327756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03793946,"threshold_uncertainty_score":0.07543725,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886741109","doi":"10.1016/j.exis.2018.08.005","title":"Resource nationalism in Tanzania: Implications for artisanal and small-scale mining","year":2018,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Tanzania; Decentralization; Resource (disambiguation); Stakeholder; Scale (ratio); Business; State (computer science); Investment (military); Nationalism; Economic growth; Political science; Economics; Public relations; Law; Socioeconomics; Geography","authors":[{"name":"Abel Kinyondo","is_ca":false},{"name":"Christopher Huggins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02710344395524723,"gpt":0.2464028043863092,"spread":0.219299360431062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004010029,0.00008606029,0.0001140392,0.0006333342,0.002335016,0.001001395,0.0003228197,0.0002812033,0.005909491],"category_scores_gemma":[0.001049255,0.00008900221,0.00008532445,0.0008604163,0.001803432,0.0007587799,0.001542627,0.0005366295,0.0001289927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002716228,"about_ca_system_score_gemma":0.002450333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05797297,"about_ca_topic_score_gemma":0.1984379,"domain_scores_codex":[0.9996917,0.00007450866,0.000008598288,0.00001885407,0.0000198964,0.0001864568],"domain_scores_gemma":[0.9994038,0.0001566326,0.0001695118,0.00001693664,0.00007945404,0.0001735997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004843699,0.0003102407,0.6682798,0.0005486555,0.00003885896,0.00494353,0.1469458,0.0004905111,0.003789373,0.09477456,0.005328766,0.07406558],"study_design_scores_gemma":[0.00002006182,0.0001206183,0.8157935,0.0002796775,0.00002202337,0.0005645527,0.1620826,0.0003837571,0.0002423946,0.004682863,0.01579274,0.00001513745],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879346,0.0004374921,0.00006778108,0.001722094,0.00001151292,0.000009068463,0.00004779617,0.000001654778,0.009767991],"genre_scores_gemma":[0.9989826,0.0001198926,0.00004496561,0.00006770847,0.000002279502,0.000004859668,0.00000981811,5.658177e-7,0.0007672982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05797297,"threshold_uncertainty_score":0.115271,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160955569","doi":"10.1016/j.exis.2021.100924","title":"Mining as a temporary land use: A global stocktake of post-mining transitions and repurposing","year":2021,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Repurposing; Business; Natural resource economics; Environmental planning; Environmental resource management; Geography; Ecology; Economics; Biology","authors":[{"name":"Julia Keenan","is_ca":false},{"name":"Sarah Holcombe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02190651362201741,"gpt":0.2336960422837559,"spread":0.2117895286617384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003651666,0.0001853703,0.0001517175,0.001424234,0.001134193,0.002277649,0.0003803404,0.0005136793,0.004304412],"category_scores_gemma":[0.0008098786,0.00009430978,0.0001887985,0.004942664,0.001625819,0.003099978,0.002178733,0.0006090541,0.0002561915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224262,"about_ca_system_score_gemma":0.001270294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0195327,"about_ca_topic_score_gemma":0.06484792,"domain_scores_codex":[0.9998176,0.00002750324,0.00000958124,0.00002513537,0.00003730423,0.00008294953],"domain_scores_gemma":[0.9992472,0.0001293001,0.0002929624,0.00007679062,0.0001030623,0.0001507709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003708602,0.00009382163,0.7257626,0.0002537193,0.00004877527,0.00228766,0.06775568,0.0004242431,0.002795421,0.0365657,0.007192319,0.1564492],"study_design_scores_gemma":[0.000003240908,0.0001070119,0.8171858,0.0001588067,0.0000206775,0.0005831204,0.1368922,0.0004367669,0.000717946,0.003162244,0.04070987,0.00002236728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845209,0.001096062,0.0001479657,0.001905788,0.0000329242,0.000008710279,0.0005325883,0.000007284612,0.01174771],"genre_scores_gemma":[0.9959689,0.0009670113,0.0001209154,0.0001500666,0.00001879311,0.000004624082,0.0002750941,0.00000829161,0.002486383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0195327,"threshold_uncertainty_score":0.03883803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2263400278","doi":"10.1016/j.exis.2016.01.007","title":"Governance transformed into Corporate Social Responsibility (CSR): New governance innovations in the Canadian oil sands","year":2016,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Corporate social responsibility; Corporate governance; Stakeholder; Delegation; Government (linguistics); Multinational corporation; Business; Politics; Scholarship; Natural resource; Public administration; Political science; Public relations; Law; Finance","authors":[{"name":"Tarje I. Wanvik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02857078064731471,"gpt":0.2303309090662754,"spread":0.2017601284189607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004159942,0.0003095374,0.000209195,0.001490825,0.02047788,0.0112082,0.001691175,0.001864559,0.002330215],"category_scores_gemma":[0.004116233,0.0002323494,0.0002476757,0.002165534,0.03973243,0.002452625,0.005121194,0.002602076,0.000121026],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1380833,"about_ca_system_score_gemma":0.1684298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.958988,"about_ca_topic_score_gemma":0.9861985,"domain_scores_codex":[0.9956453,0.0011746,0.00006556744,0.0003449171,0.001373248,0.001396428],"domain_scores_gemma":[0.9973283,0.0008600364,0.0001548072,0.0002288046,0.0006906508,0.0007374438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005235644,0.00006935123,0.008233091,0.0001301122,0.00001258036,0.001067006,0.2022832,0.002622904,0.001611542,0.6893398,0.00848248,0.08609551],"study_design_scores_gemma":[0.00003635181,0.00007406319,0.02471967,0.0003121929,0.00002743675,0.0002600451,0.3171915,0.002977581,0.001877158,0.0881885,0.5642363,0.00009929226],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5537422,0.003452079,0.009924793,0.05287932,0.0002555746,0.000183603,0.00006460887,0.000133923,0.3793638],"genre_scores_gemma":[0.9809342,0.0008115173,0.001670442,0.0008883896,0.00001674428,0.00001396439,0.00001366844,0.00001708889,0.01563391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8619167,"threshold_uncertainty_score":0.9997012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2558577196","doi":"10.1016/j.exis.2016.11.005","title":"Explaining diverse national responses to the Extractive Industries Transparency Initiative in the Andes: What sort of politics matters?","year":2016,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Manchester; World Bank Group","keywords":"Transparency (behavior); Politics; Early adopter; Political science; Civil society; Human settlement; State (computer science); Transnational governance; Democracy; Political economy; Business; Economics; Law; Marketing; Geography","authors":[{"name":"Anthony Bebbington","is_ca":false},{"name":"Elisa Arond","is_ca":false},{"name":"Juan Luis Dammert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05804899467583532,"gpt":0.271327775428624,"spread":0.2132787807527887,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008007647,0.0001501479,0.0003057305,0.0008365888,0.005178455,0.006591648,0.0008724324,0.003684102,0.00586963],"category_scores_gemma":[0.01758004,0.0002099946,0.0002902389,0.001871526,0.005900837,0.003606087,0.003878748,0.004660424,0.0002436026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006169147,"about_ca_system_score_gemma":0.003645092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03418661,"about_ca_topic_score_gemma":0.0664529,"domain_scores_codex":[0.9942104,0.002311332,0.0001968054,0.0004380221,0.0009915507,0.001851952],"domain_scores_gemma":[0.9821194,0.01256443,0.002346766,0.0007890481,0.001541875,0.0006383191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003043292,0.0001562965,0.06890703,0.0002536053,0.0001053329,0.001099977,0.1425232,0.001362842,0.001842944,0.7495255,0.01354547,0.0203735],"study_design_scores_gemma":[0.00009791996,0.00009686578,0.1679206,0.0006014869,0.0001209202,0.0001972121,0.4590131,0.003296105,0.002560534,0.1892846,0.1766654,0.0001453222],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7833028,0.0004884128,0.001256048,0.05279233,0.0001246929,0.00004474298,0.0001730896,0.00001097428,0.161807],"genre_scores_gemma":[0.9940568,0.0001267587,0.000131137,0.003148827,0.00001796446,0.00001684052,0.00002704404,0.00001038962,0.002464117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03418661,"threshold_uncertainty_score":0.06797522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3097146850","doi":"10.1016/j.exis.2020.10.014","title":"The role of institutional mining investors in driving responsible tailings management","year":2020,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Business; Transparency (behavior); Tailings; Materiality (auditing); Corporate governance; Institutional investor; Risk management; Finance; Accounting; Political science; Law","authors":[{"name":"Sally Innis","is_ca":true},{"name":"Nadja C. Kunz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01383489290065272,"gpt":0.2014699703050657,"spread":0.187635077404413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004834344,0.0001934932,0.0002223294,0.0007682475,0.001440747,0.006921386,0.0006871062,0.002363236,0.006882943],"category_scores_gemma":[0.02250377,0.0001785231,0.0001621835,0.0003484097,0.002549267,0.003288167,0.001756504,0.002227871,0.0007453646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002393741,"about_ca_system_score_gemma":0.003666336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004149931,"about_ca_topic_score_gemma":0.00748118,"domain_scores_codex":[0.9978718,0.0005509974,0.00008394542,0.0002221713,0.0005143796,0.0007567449],"domain_scores_gemma":[0.9776897,0.009638274,0.005291907,0.0008555985,0.003367825,0.003156645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004510176,0.0004646138,0.2573273,0.000236165,0.0001902891,0.001958744,0.00486136,0.00693582,0.004000906,0.5603841,0.02031752,0.1428722],"study_design_scores_gemma":[0.0002020819,0.0005967117,0.2077795,0.001149961,0.0003737254,0.000979304,0.03057859,0.0472187,0.01583689,0.5067925,0.1882023,0.000289725],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7065878,0.002007879,0.01678199,0.03128957,0.0003740079,0.0001299628,0.0001043949,0.0001544252,0.24257],"genre_scores_gemma":[0.9946669,0.000178458,0.0003361425,0.0005731974,0.00004453935,0.000005787154,0.000005234309,0.000007071978,0.004182511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006921386,"threshold_uncertainty_score":0.02556676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015533157","doi":"10.1016/j.exis.2020.03.011","title":"‘Centres of excellence’ for artisanal and small-scale gold mining in Tanzania: Assumptions around artisanal entrepreneurship and formalization","year":2020,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Tanzania; Excellence; Entrepreneurship; Context (archaeology); Poverty; Gold mining; Scale (ratio); Business; Economic growth; Political science; Sociology; Economics; Geography; Socioeconomics; Finance","authors":[{"name":"Abel Kinyondo","is_ca":false},{"name":"Christopher Huggins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03151150156386719,"gpt":0.2222938003937376,"spread":0.1907822988298704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006581336,0.0001800048,0.0002755036,0.001641296,0.006653736,0.006322978,0.001334025,0.001945877,0.006700842],"category_scores_gemma":[0.01517164,0.0003510567,0.000358986,0.001616641,0.01754842,0.005228755,0.006989392,0.001897608,0.0004172722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007585443,"about_ca_system_score_gemma":0.007842042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009510449,"about_ca_topic_score_gemma":0.02560308,"domain_scores_codex":[0.9960472,0.001797982,0.0002233736,0.0003843623,0.0004151855,0.001131906],"domain_scores_gemma":[0.9876881,0.005132308,0.002059454,0.001765057,0.00166369,0.001691427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002506682,0.00002294365,0.002354735,0.0000234703,0.000002884798,0.00009911123,0.005608114,0.0001857634,0.00009784964,0.9857611,0.0008034114,0.005015724],"study_design_scores_gemma":[0.0001257749,0.0001761632,0.06224587,0.0003269003,0.00003232934,0.0007335975,0.03282041,0.006299074,0.0007642548,0.8263866,0.06999665,0.00009244768],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6672511,0.0008518271,0.02744007,0.01319526,0.0001139826,0.000374101,0.0001043438,0.0001119073,0.2905575],"genre_scores_gemma":[0.994928,0.00002221411,0.002337756,0.00005370433,0.000004961865,0.00002969653,0.000007251384,0.00000461372,0.002611815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009510449,"threshold_uncertainty_score":0.05503643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587793343","doi":"10.1016/j.exis.2017.01.001","title":"Aboriginal values and resource development in Native Space: Lessons from British Columbia","year":2017,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Indigenous; Opposition (politics); Resource use; First nation; Liberian dollar; Resource (disambiguation); Political science; Economic growth; Geography; Sociology; Environmental resource management; Law; Ecology; Business; Economics","authors":[{"name":"Titi Kunkel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01784069537157032,"gpt":0.2569742253158455,"spread":0.2391335299442751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001098225,0.0003617102,0.0004569137,0.0009434681,0.01748416,0.005179205,0.001134506,0.0008983441,0.006002569],"category_scores_gemma":[0.002170205,0.00022795,0.0001671954,0.002685904,0.006661594,0.001669801,0.003049552,0.002598979,0.0002824617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0311768,"about_ca_system_score_gemma":0.04823928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.98214,"about_ca_topic_score_gemma":0.9956107,"domain_scores_codex":[0.9991247,0.0002269942,0.00001488861,0.00005205091,0.0001210028,0.0004603825],"domain_scores_gemma":[0.998524,0.0005246648,0.00006182086,0.00005883638,0.0004332206,0.0003975827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001915708,0.0002517511,0.05087301,0.0002409141,0.00003692121,0.003477386,0.8238352,0.0004458962,0.0008550217,0.03412618,0.009362998,0.07630311],"study_design_scores_gemma":[0.0000113172,0.00002915945,0.03865169,0.0003058294,0.00002475899,0.000191227,0.9248263,0.0001543958,0.0002360662,0.003519153,0.03201761,0.00003249515],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8792875,0.002060715,0.0001975889,0.007382284,0.00004712109,0.00003436489,0.00007819769,0.000008952972,0.1109031],"genre_scores_gemma":[0.9811235,0.002033989,0.0001995075,0.0004188164,0.000005149138,0.0000167967,0.00003044426,0.00001238043,0.01615941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0311768,"threshold_uncertainty_score":0.2262046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3159842600","doi":"10.1016/j.exis.2021.100919","title":"Resistance as governance: Transformative strategies forged on the frontlines of extractivism in Canada","year":2021,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; International Social Science Council; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Transformative learning; Resistance (ecology); Corporate governance; Argument (complex analysis); Indigenous; Land grabbing; Political science; Environmental justice; Environmental ethics; Economic Justice; Sociology; Law; Ecology; Management; Agriculture; Economics; Biology","authors":[{"name":"Jen Gobby","is_ca":true},{"name":"Leah Temper","is_ca":true},{"name":"Matthew J. Burke","is_ca":false},{"name":"Nicolás von Ellenrieder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01088589595931463,"gpt":0.1956252974489943,"spread":0.1847394014896796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00447447,0.0003501509,0.0005636458,0.001957761,0.03852326,0.01814978,0.00239904,0.003618265,0.008839264],"category_scores_gemma":[0.01035888,0.0004166971,0.0004874325,0.002971592,0.02518209,0.003290175,0.007730251,0.006652334,0.0003058638],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1847996,"about_ca_system_score_gemma":0.2823737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9907042,"about_ca_topic_score_gemma":0.9958915,"domain_scores_codex":[0.9900738,0.001444568,0.0001633277,0.0008206727,0.001994593,0.005503053],"domain_scores_gemma":[0.9925965,0.002056664,0.0005686344,0.0003586096,0.002183075,0.002236393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001775349,0.0001126405,0.02102982,0.0001629976,0.00004492121,0.00147471,0.2978002,0.002005991,0.001771685,0.6042984,0.01788663,0.05323453],"study_design_scores_gemma":[0.0000661634,0.00008451749,0.05804846,0.0003756356,0.00007468778,0.0002370271,0.4242726,0.00263447,0.002372705,0.03422434,0.477416,0.0001933866],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7387045,0.001084126,0.001994314,0.04621306,0.0001486358,0.0001458891,0.0001477043,0.00006475261,0.2114971],"genre_scores_gemma":[0.9683195,0.0002297234,0.0002863003,0.001146468,0.000009836267,0.00001337569,0.00001987568,0.00002596674,0.02994906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1847996,"threshold_uncertainty_score":0.9455169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323671124","doi":"10.1016/j.exis.2023.101232","title":"Green transition mineral supply risks: Comparing artisanal and deep-sea cobalt mining in a time of climate crisis","year":2023,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Risk management; Business; Context (archaeology); Climate change; Upstream (networking); Finance; Engineering; Ecology","authors":[{"name":"Raphael Deberdt","is_ca":true},{"name":"Philippe Le Billon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0262448920979832,"gpt":0.2439611430056918,"spread":0.2177162509077086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004041079,0.0001525829,0.0002182572,0.0007007676,0.0006243766,0.001607536,0.0003885968,0.0008366693,0.001582048],"category_scores_gemma":[0.002406032,0.0001224176,0.0003479558,0.0009078541,0.000752181,0.001124405,0.001766951,0.0008474769,0.0002070513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490277,"about_ca_system_score_gemma":0.001086045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06502049,"about_ca_topic_score_gemma":0.1388767,"domain_scores_codex":[0.9997217,0.00005093773,0.00001590848,0.00002626113,0.00005551583,0.0001296525],"domain_scores_gemma":[0.9985262,0.000354271,0.0004420674,0.00003478204,0.0002414642,0.0004010582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002227273,0.0003954965,0.9812099,0.00003856831,0.0001368951,0.001440966,0.003294936,0.00291213,0.0007804652,0.001429405,0.0008617695,0.005272301],"study_design_scores_gemma":[0.00002542651,0.0003093341,0.9642193,0.00002121001,0.00004681765,0.0002750401,0.02921935,0.002879313,0.0003596743,0.001219145,0.001407333,0.00001800855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989023,0.00002909767,0.00002135362,0.0002130477,0.000002544772,0.00000262431,0.00009661528,9.755904e-7,0.0007313779],"genre_scores_gemma":[0.9994864,0.00003663177,0.00001254507,0.00003004089,0.000003661925,0.000001618097,0.0001199795,0.00000112406,0.0003078725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06502049,"threshold_uncertainty_score":0.1292841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904248735","doi":"10.1016/j.exis.2018.10.015","title":"Indigenous participation in resource developments: Is it a choice?","year":2018,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Mitacs","keywords":"Indigenous; Government (linguistics); Economic growth; Graduation (instrument); Resource (disambiguation); First nation; Unemployment; Investment (military); Political science; Business; Economics; Politics; Engineering","authors":[{"name":"Debra Mary Stokes","is_ca":true},{"name":"B. Marshall","is_ca":true},{"name":"Marcello M. Veiga","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03161913176358107,"gpt":0.2754228563131859,"spread":0.2438037245496048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009196161,0.0001841898,0.0005160315,0.0008225349,0.007257502,0.01016552,0.001821935,0.004872925,0.0219436],"category_scores_gemma":[0.01344945,0.0002107357,0.0002773802,0.001356417,0.0204448,0.008848493,0.005971074,0.003804955,0.001158006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002675642,"about_ca_system_score_gemma":0.007569354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0195538,"about_ca_topic_score_gemma":0.05351767,"domain_scores_codex":[0.9903154,0.003956701,0.0001851667,0.0006766234,0.001282652,0.003583497],"domain_scores_gemma":[0.9914011,0.003348984,0.0006841166,0.0004333008,0.0009320143,0.003200426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002195336,0.0007071962,0.03473466,0.0005209417,0.00008907395,0.001223776,0.2809434,0.0002019626,0.0009988627,0.5148028,0.01843729,0.1471205],"study_design_scores_gemma":[0.00004798315,0.000172138,0.04241967,0.001399646,0.00006676804,0.0006625967,0.5620895,0.0002180107,0.0005855011,0.1090683,0.2831913,0.0000786674],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4059698,0.003817739,0.002899809,0.1368496,0.0009179964,0.00005517671,0.00008455149,0.00003010665,0.4493752],"genre_scores_gemma":[0.9834219,0.00127636,0.0003516985,0.003004408,0.0002677156,0.00002475553,0.00001462214,0.0000210995,0.01161748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0219436,"threshold_uncertainty_score":0.07340866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914082693","doi":"10.1016/j.exis.2019.01.004","title":"NGOs as innovators in extractive industry governance. Insights from the EITI process in Colombia and Peru","year":2019,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Australian Research Council; Social Sciences and Humanities Research Council of Canada; National Sleep Foundation; National Science Foundation","keywords":"Transparency (behavior); Corporate governance; Transformative learning; Stakeholder; Limiting; Politics; Latin Americans; Business; Political science; Public relations; Sociology; Engineering","authors":[{"name":"Elisa Arond","is_ca":false},{"name":"Anthony Bebbington","is_ca":false},{"name":"Juan Luis Dammert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007434979322454447,"gpt":0.2130805741000074,"spread":0.205645594777553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002179258,0.0001615909,0.0001715837,0.00110643,0.004567998,0.006484388,0.0005521725,0.001219279,0.006014165],"category_scores_gemma":[0.004599023,0.0001348304,0.0001144939,0.001294922,0.006539436,0.003130699,0.004263527,0.001246171,0.0002200423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006020827,"about_ca_system_score_gemma":0.004018249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02851288,"about_ca_topic_score_gemma":0.07103233,"domain_scores_codex":[0.998737,0.0005310697,0.00002787084,0.0001077863,0.0001357587,0.0004605797],"domain_scores_gemma":[0.9971096,0.001614262,0.0005424931,0.0001437476,0.0002250152,0.0003649402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001398012,0.0002501779,0.1108789,0.0003809115,0.00002874942,0.003892068,0.3941713,0.0008160855,0.001428337,0.4044016,0.006038716,0.07757334],"study_design_scores_gemma":[0.00004187176,0.0001131338,0.1340183,0.0005908382,0.00003146199,0.0005185946,0.6019032,0.001391431,0.0005739974,0.0336958,0.227087,0.00003435786],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7217978,0.001879565,0.00120648,0.01129573,0.00002430441,0.0001317744,0.0000687395,0.00001461635,0.2635812],"genre_scores_gemma":[0.9934482,0.0004700577,0.0001533178,0.0002122762,0.000007178307,0.00002597527,0.00001323816,0.000003656035,0.005666113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02851288,"threshold_uncertainty_score":0.05669379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793251122","doi":"10.1016/j.exis.2018.03.002","title":"Ethnographic refusal in traditional land use mapping: Consultation, impact assessment, and sovereignty in the Athabasca oil sands region","year":2018,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Cumulative Environmental Management Association; University of Alberta; University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada; University of Aberdeen; University of Alberta","keywords":"Indigenous; Sovereignty; Ethnography; Traditional knowledge; State (computer science); Sociology; Resource (disambiguation); Environmental planning; Environmental ethics; Environmental resource management; Political science; Geography; Law; Anthropology; Ecology","authors":[{"name":"Tara L. Joly","is_ca":true},{"name":"Hereward Longley","is_ca":true},{"name":"Carmen Wells","is_ca":true},{"name":"Jenny Gerbrandt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1655384934878104,"gpt":0.4083176898887456,"spread":0.2427791964009351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03936188,0.000220916,0.0003205472,0.002310529,0.01217422,0.003594846,0.002060851,0.001358986,0.00343435],"category_scores_gemma":[0.06408908,0.0004205656,0.0001876328,0.003041365,0.008768638,0.002824637,0.00834891,0.001654132,0.00016272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006340808,"about_ca_system_score_gemma":0.01462819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0851742,"about_ca_topic_score_gemma":0.1976669,"domain_scores_codex":[0.956961,0.0354533,0.001365209,0.001144636,0.00242207,0.002653822],"domain_scores_gemma":[0.925776,0.06257804,0.003573036,0.00292997,0.003638636,0.001504319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008398313,0.00005806555,0.03174121,0.0002661622,0.00001674749,0.001403831,0.9308578,0.0001908621,0.001530215,0.006008464,0.001373808,0.02646878],"study_design_scores_gemma":[0.000007262278,0.00002500651,0.0170128,0.0003411561,0.000009473152,0.0003197645,0.9701859,0.000241098,0.0005701798,0.001568869,0.009703329,0.0000151428],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792195,0.0002678705,0.001379643,0.004914348,0.00003311808,0.00009794519,0.00006613923,0.000008900461,0.01401259],"genre_scores_gemma":[0.9977291,0.0001077431,0.0006152187,0.0004162056,0.000007288796,0.00007677318,0.00001484928,0.000007607623,0.00102526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9148258,"threshold_uncertainty_score":0.208168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2553787765","doi":"10.1016/j.exis.2016.10.006","title":"Neo-extractivism in Venezuela and Ecuador: A weapon of class conflict","year":2016,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":36,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Industrialisation; Class conflict; Economic system; Working class; Political economy; State (computer science); Autonomy; Economic democracy; Rent-seeking; Competition (biology); Economics; Market economy; Democracy; Political science; Politics; Law","authors":[{"name":"Thomas Chiasson-LeBel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03452718764480222,"gpt":0.2210584331419293,"spread":0.186531245497127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000622079,0.0001375751,0.0001951135,0.0007386105,0.001649976,0.002460445,0.000510734,0.0004548513,0.004222313],"category_scores_gemma":[0.001498561,0.00007130142,0.0001047121,0.0008696388,0.00185317,0.001452168,0.002031133,0.0008141715,0.0000672227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001899963,"about_ca_system_score_gemma":0.0006989244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03042952,"about_ca_topic_score_gemma":0.04574581,"domain_scores_codex":[0.9997026,0.00008080549,0.000006616682,0.00001921181,0.00001549697,0.0001751974],"domain_scores_gemma":[0.9996772,0.0001092743,0.00009405347,0.00002227613,0.00002539566,0.00007183578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002338632,0.0007676333,0.3852016,0.000252261,0.00020273,0.003898367,0.08153225,0.002276724,0.002965693,0.3957614,0.004382451,0.1204202],"study_design_scores_gemma":[0.000240319,0.0001955147,0.7428921,0.000357922,0.0001763118,0.000498795,0.1704182,0.002624266,0.00112958,0.0445822,0.03684582,0.00003902241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898551,0.0004964221,0.00005458121,0.0007739831,0.000006369926,0.000003992647,0.00001895621,9.015515e-7,0.008789673],"genre_scores_gemma":[0.9991942,0.0001393942,0.00001998043,0.00005066591,0.000005807382,0.000003033334,0.000009666209,6.635836e-7,0.0005765078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03042952,"threshold_uncertainty_score":0.06050479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3032960230","doi":"10.1016/j.exis.2020.05.012","title":"COVID-19, extractive industries, and indigenous communities in Canada: Notes towards a political economy research agenda","year":2020,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University; University of Manitoba","funders":"","keywords":"Indigenous; Politics; Political science; Coronavirus disease 2019 (COVID-19); Pandemic; Political economy; Economy; Development economics; Sociology; Economics; Ecology; Law","authors":[{"name":"Warren Bernauer","is_ca":true},{"name":"Gabrielle Slowey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1359685524299443,"gpt":0.306024154843694,"spread":0.1700556024137497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003341749,0.0003716473,0.0007662055,0.003876545,0.02323351,0.01329427,0.002272144,0.002851501,0.009191092],"category_scores_gemma":[0.006338729,0.0003446711,0.0005538178,0.008409641,0.01214466,0.004220517,0.005473294,0.004915201,0.0002260386],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1632854,"about_ca_system_score_gemma":0.4152847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984587,"about_ca_topic_score_gemma":0.9994633,"domain_scores_codex":[0.9964699,0.0003383449,0.00008006278,0.0001808087,0.0008975808,0.002033408],"domain_scores_gemma":[0.9926962,0.001762621,0.0004919498,0.0001169066,0.002593535,0.002338911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000998334,0.0002681673,0.1040506,0.0006146028,0.00008889441,0.0005636245,0.0597284,0.001251956,0.0003570238,0.7012672,0.05009764,0.08161201],"study_design_scores_gemma":[0.00005366107,0.00006276069,0.2458036,0.001918508,0.0001306371,0.0001558492,0.3792576,0.001737242,0.0005318443,0.05466328,0.3154675,0.0002174268],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4865816,0.02291502,0.001050526,0.2289634,0.0005041054,0.0002255477,0.002523033,0.00004286138,0.2571939],"genre_scores_gemma":[0.9357123,0.01225999,0.001093494,0.0106249,0.0001377478,0.00009333032,0.0003609513,0.00002335611,0.03969381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1632854,"threshold_uncertainty_score":0.9704703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2185055413","doi":"10.1016/j.exis.2015.11.007","title":"Stakeholders’ perceptions of sustainable mining in Morocco: A case study of the abandoned Kettara mine","year":2015,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Université Cadi Ayyad; International Development Research Centre","keywords":"Business; Sustainability; Viewpoints; Local community; Stakeholder; Sustainable development; Environmental planning; Closure (psychology); Environmental resource management; Equity (law); Public relations; Political science; Economics; Geography","authors":[{"name":"Khadija Babi","is_ca":true},{"name":"Hugo Asselin","is_ca":true},{"name":"Mostafa Benzaazoua","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06376375674872556,"gpt":0.2545825849104914,"spread":0.1908188281617658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001241861,0.0002751091,0.0002649652,0.0006770242,0.004620397,0.001736905,0.0004324051,0.001005542,0.001960024],"category_scores_gemma":[0.001865828,0.0001623816,0.0002049549,0.0008151609,0.001555914,0.001038297,0.001799516,0.0006084867,0.0001315436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003780239,"about_ca_system_score_gemma":0.002261475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06583299,"about_ca_topic_score_gemma":0.1482628,"domain_scores_codex":[0.9990708,0.0003602808,0.00002724369,0.00005585155,0.0001024374,0.0003833607],"domain_scores_gemma":[0.9988702,0.0005102588,0.0002278711,0.00001997519,0.0001824135,0.0001892711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002440553,0.0003524106,0.2203804,0.0002401941,0.0000386332,0.01497779,0.7386541,0.0003992681,0.004758045,0.003462474,0.0008038428,0.01568873],"study_design_scores_gemma":[0.000003650579,0.00008177698,0.08045935,0.00007176362,0.00001141883,0.0003945338,0.9152582,0.0002133076,0.0003108874,0.0001258353,0.003058137,0.00001117286],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987594,0.00004223313,0.00002976228,0.0002123197,0.000002165887,0.000004806816,0.00001095845,3.150772e-7,0.0009381311],"genre_scores_gemma":[0.9995651,0.00004690432,0.00002931205,0.00003942785,0.000001163491,0.000003886519,0.000005640235,4.573017e-7,0.0003081232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06583299,"threshold_uncertainty_score":0.1308996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037636986","doi":"10.1016/j.exis.2020.05.022","title":"From metaphor to political spin: Understanding criticisms of the social licence","year":2020,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Veto; Rivalry; Politics; Metaphor; Law and economics; Criticism; Narrative; Sociology; Political economy; Political science; Public relations; Law; Positive economics; Economics","authors":[{"name":"Robert G. Boutilier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06952101521532819,"gpt":0.271190108140913,"spread":0.2016690929255849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01526998,0.0009369249,0.0009228425,0.005535026,0.01447694,0.01650198,0.003413321,0.01681343,0.008277009],"category_scores_gemma":[0.0280419,0.000609314,0.0007180774,0.004325914,0.1221221,0.02231532,0.008207702,0.01915385,0.0009562119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009409874,"about_ca_system_score_gemma":0.004774085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007244572,"about_ca_topic_score_gemma":0.00758867,"domain_scores_codex":[0.9862487,0.0101234,0.0002242854,0.0007810581,0.001660515,0.0009620354],"domain_scores_gemma":[0.9770042,0.01751359,0.001106454,0.001504996,0.002027366,0.0008434491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005587032,0.000004633403,0.00005501695,0.00001680924,0.000001813401,0.00004047572,0.02008546,0.00004252581,0.00002255326,0.9760714,0.002730767,0.0009230031],"study_design_scores_gemma":[0.00002744513,0.00001094051,0.0002044648,0.0002080117,0.000007119039,0.0001390646,0.02457319,0.0004886486,0.0001143739,0.8928354,0.08137105,0.00002032549],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03807743,0.00475614,0.03005484,0.2774095,0.0016888,0.00004998277,0.00007225276,0.0001225867,0.6477685],"genre_scores_gemma":[0.9679542,0.0009531205,0.00259417,0.01393971,0.001202876,0.0000941651,0.0000268987,0.0003008474,0.01293401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01681343,"threshold_uncertainty_score":0.08075637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3123886453","doi":"10.1016/j.exis.2021.01.002","title":"The myth of gravity concentration to eliminate mercury use in artisanal gold mining","year":2021,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Mercury (programming language); Gold mining; Business; Environmental science; Gravity separation; Chemistry; Computer science; Environmental engineering","authors":[{"name":"Gerardo Martínez","is_ca":false},{"name":"Óscar Jaime Restrepo Baena","is_ca":false},{"name":"Marcello M. Veiga","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02093381874966972,"gpt":0.229323570020679,"spread":0.2083897512710092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007827234,0.0005570069,0.0007079867,0.0008268105,0.001995573,0.003015748,0.001939677,0.006580261,0.004023578],"category_scores_gemma":[0.01042609,0.0002606512,0.0007273427,0.0002613079,0.02474504,0.0044772,0.002877765,0.01248149,0.0009844238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002738181,"about_ca_system_score_gemma":0.003042103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002194808,"about_ca_topic_score_gemma":0.002966816,"domain_scores_codex":[0.9962502,0.001594666,0.0002008013,0.0005903357,0.001069978,0.0002940967],"domain_scores_gemma":[0.9949858,0.003010687,0.0003582983,0.0004353825,0.0008426076,0.000367147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001068048,0.0007426577,0.004038153,0.001116595,0.0003791108,0.0006426084,0.004627882,0.002512364,0.009422673,0.5772561,0.1913307,0.2068631],"study_design_scores_gemma":[0.0002146648,0.0007713335,0.003251266,0.001487376,0.000135799,0.0007148454,0.003492016,0.001407,0.007148802,0.4826254,0.4986157,0.0001358118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02207723,0.03259819,0.009911318,0.8756332,0.01707162,0.00003204095,0.00009600581,0.0001414219,0.04243901],"genre_scores_gemma":[0.546088,0.02552555,0.0147408,0.3427564,0.02123088,0.0001817733,0.00006416283,0.0001939985,0.0492185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007827234,"threshold_uncertainty_score":0.04139489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402479754","doi":"10.1016/j.exis.2024.101534","title":"Bringing the state back in the lithium triangle: An institutional analysis of resource nationalism in Chile, Argentina, and Bolivia","year":2024,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"International Development and Aid","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; York University","keywords":"Nationalism; State (computer science); Political science; Resource (disambiguation); Economy; Development economics; Geography; Economics; Politics; Law","authors":[{"name":"Craig Johnson","is_ca":true},{"name":"Araceli Clavijo","is_ca":false},{"name":"Mauricio Lorca","is_ca":false},{"name":"Manuel Olivera Andrade","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03130863555555593,"gpt":0.3105294614939296,"spread":0.2792208259383737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044513,0.0001126575,0.000262537,0.001382433,0.003148009,0.005143902,0.0008317619,0.0005296057,0.004811467],"category_scores_gemma":[0.002286855,0.0001676038,0.0002269786,0.001902795,0.006664353,0.002200744,0.003920622,0.0008608219,0.000108983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01444926,"about_ca_system_score_gemma":0.00666291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.161373,"about_ca_topic_score_gemma":0.1994046,"domain_scores_codex":[0.9993838,0.0001944469,0.00001946138,0.00005842332,0.00005503495,0.0002888893],"domain_scores_gemma":[0.9991229,0.0003110995,0.0002878743,0.00004556683,0.00008825842,0.0001442911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002519898,0.0004641906,0.1970157,0.0002510675,0.0001126093,0.003078066,0.1687475,0.005099885,0.001002975,0.5912863,0.004696521,0.02799327],"study_design_scores_gemma":[0.0001542108,0.0001228963,0.3758658,0.000618192,0.0001230634,0.0003031018,0.4891232,0.006536302,0.0006530292,0.05562926,0.07078626,0.00008464712],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465643,0.0003063351,0.0003300599,0.002645866,0.000006011476,0.00004346351,0.0001320501,0.000006885188,0.04996508],"genre_scores_gemma":[0.9982881,0.000150232,0.00007205617,0.00005668405,0.000002961823,0.00001955077,0.00005325212,0.000003347603,0.001353856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.161373,"threshold_uncertainty_score":0.3208674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3017869166","doi":"10.1016/j.exis.2020.04.009","title":"Consistently unreliable: Oil spill data and transparency discourse","year":2020,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":32,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Oil spill; Transparency (behavior); Publication; Work (physics); Scale (ratio); Petroleum industry; Niger delta; Business; Public relations; Political science; Law; Geography; Advertising; Petroleum engineering; Engineering","authors":[{"name":"Michael Watts","is_ca":false},{"name":"Anna Zalik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1032396210081996,"gpt":0.254998566474181,"spread":0.1517589454659815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08197286,0.0007277559,0.001297669,0.007494334,0.006833657,0.0256687,0.004176389,0.03072354,0.00445061],"category_scores_gemma":[0.3148347,0.001329578,0.0007990771,0.009248187,0.03539895,0.03523244,0.008947045,0.03192416,0.0007041922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009397813,"about_ca_system_score_gemma":0.01079601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01133831,"about_ca_topic_score_gemma":0.005416343,"domain_scores_codex":[0.9435433,0.03061068,0.004017514,0.004552532,0.01491642,0.002359591],"domain_scores_gemma":[0.4092915,0.5277963,0.02751794,0.01682963,0.01635011,0.002214442],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007318198,0.00001676713,0.0009866791,0.0002486208,0.00002828437,0.0001867828,0.007747491,0.000387283,0.0001170446,0.9319459,0.04506273,0.01319924],"study_design_scores_gemma":[0.00004863484,0.00001706485,0.001423475,0.001852578,0.00005193936,0.0001579126,0.004672151,0.001199626,0.0006642895,0.8133782,0.1764533,0.00008081804],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0133771,0.01960655,0.007270428,0.8994889,0.003578236,0.00002212822,0.0006739343,0.0000595763,0.05592324],"genre_scores_gemma":[0.7679096,0.01889071,0.004983814,0.1758364,0.02377446,0.0001555173,0.000558319,0.0002950798,0.007596144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9180272,"threshold_uncertainty_score":0.4335191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2959341062","doi":"10.1016/j.exis.2019.06.010","title":"Neoliberal reform, contestation and relations of power in mining: Observations from Guinea and Mongolia","year":2019,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Corporate governance; Framing (construction); Liberalization; Politics; Political economy; Power (physics); New guinea; Human settlement; Hegemony; Sociology; Political science; Economic system; Economy; Economics; Law; History; Management","authors":[{"name":"Bonnie Campbell","is_ca":true},{"name":"Pascale Hatcher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01743161718297007,"gpt":0.2067566573370754,"spread":0.1893250401541053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013217,0.00007931279,0.0001823202,0.0006879859,0.003347039,0.001428966,0.0005494292,0.0007176693,0.002302804],"category_scores_gemma":[0.001470566,0.0001275349,0.00007929025,0.001509391,0.003960345,0.001179694,0.001762212,0.0006498003,0.0001334078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00253847,"about_ca_system_score_gemma":0.002281816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06544336,"about_ca_topic_score_gemma":0.1550874,"domain_scores_codex":[0.9996492,0.0001239958,0.00001249617,0.0000229221,0.00002286739,0.0001685344],"domain_scores_gemma":[0.9991435,0.0003742579,0.0002154951,0.00006516695,0.00008221174,0.0001194118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003481558,0.0002175633,0.2991674,0.00018614,0.00002886713,0.001668216,0.6219433,0.0003547296,0.002739631,0.04728969,0.001021778,0.02503459],"study_design_scores_gemma":[0.00002637986,0.0001179968,0.4992526,0.0001142899,0.00001514729,0.000245032,0.4790786,0.0002099688,0.0005484716,0.002840972,0.01753576,0.00001493505],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965137,0.00007598236,0.00001845225,0.0001808869,7.401089e-7,0.000003842054,0.00001153698,4.966194e-7,0.003194521],"genre_scores_gemma":[0.9990239,0.00005819789,0.00001971724,0.00003555846,8.428273e-7,0.000004063757,0.00001031318,6.940675e-7,0.0008467769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06544336,"threshold_uncertainty_score":0.1301249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2559192828","doi":"10.1016/j.exis.2016.11.009","title":"The town that said “No” to the Enbridge Northern Gateway pipeline: The Kitimat plebiscite of 2014","year":2016,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Jurisdiction; Pipeline (software); Gateway (web page); Political science; Archaeology; Law; Geography; Engineering; Computer science","authors":[{"name":"Paul Bowles","is_ca":true},{"name":"Fiona MacPhail","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01326631058460091,"gpt":0.2084639112816785,"spread":0.1951976006970776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001033593,0.0004610179,0.0003118975,0.0005454707,0.01897062,0.006215096,0.0007710308,0.004853291,0.05498279],"category_scores_gemma":[0.002940679,0.0004458978,0.0003306179,0.0006684927,0.005053713,0.003480605,0.005582797,0.009453054,0.006763998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005999864,"about_ca_system_score_gemma":0.007391953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05307804,"about_ca_topic_score_gemma":0.2458543,"domain_scores_codex":[0.9989914,0.000159589,0.00002515254,0.0001367845,0.0002624372,0.0004246314],"domain_scores_gemma":[0.9995576,0.00005974643,0.00002335205,0.00003202849,0.0001172435,0.0002100795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001155789,0.00005220357,0.001309374,0.0002054648,0.00001248502,0.001651918,0.0484129,0.000101087,0.001088803,0.1308156,0.7932201,0.02301458],"study_design_scores_gemma":[0.000003207769,0.00001302626,0.001519435,0.00009247109,0.000002705489,0.0001024119,0.01405518,0.0000112579,0.0001646956,0.001298479,0.9827235,0.00001371646],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0546814,0.003228982,0.002371231,0.1258409,0.03068941,0.0001485519,0.0007816843,0.0002994907,0.7819585],"genre_scores_gemma":[0.1000165,0.0006366541,0.0004884736,0.0121883,0.0006379609,0.00006550099,0.0002037957,0.0002464762,0.8855163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9469219,"threshold_uncertainty_score":0.1839357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2516849313","doi":"10.1016/j.exis.2016.07.001","title":"Long distance commuting in the mining and oil and gas sectors: Implications for rural regions","year":2016,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Context (archaeology); Work (physics); Special section; Business; Fossil fuel; Section (typography); Regional science; Economic growth; Economics; Geography; Engineering","authors":[{"name":"Kelly Vodden","is_ca":true},{"name":"Heather Hall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02530595030116367,"gpt":0.2435786234565412,"spread":0.2182726731553775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005069147,0.0001749567,0.0002504142,0.0005832046,0.001525998,0.001527377,0.0006720972,0.0006797509,0.01075944],"category_scores_gemma":[0.001758456,0.0001264167,0.0003059025,0.001925296,0.001003651,0.001578297,0.00117669,0.0007471467,0.0005141522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534187,"about_ca_system_score_gemma":0.001795281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08678387,"about_ca_topic_score_gemma":0.2086929,"domain_scores_codex":[0.9995698,0.0001349104,0.00001272382,0.00005232924,0.00003129063,0.0001988505],"domain_scores_gemma":[0.998031,0.0004883845,0.0003339114,0.00005213017,0.0003295165,0.0007649975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006169132,0.0007167513,0.9105809,0.0004267446,0.0001225789,0.001440784,0.0195166,0.002889166,0.00166293,0.01401808,0.003735256,0.04427333],"study_design_scores_gemma":[0.00002615619,0.0002099198,0.902404,0.0001761118,0.00005157211,0.0003074906,0.08512456,0.0009877795,0.000177155,0.004503932,0.006009537,0.00002183565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887301,0.001064165,0.000270308,0.004629212,0.00002565628,0.00001183797,0.000307685,0.000004226491,0.004956703],"genre_scores_gemma":[0.9976177,0.0007319752,0.00007683103,0.0001221929,0.00002525325,0.000006901281,0.00007623786,0.000002260034,0.001340773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08678387,"threshold_uncertainty_score":0.1725575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361284274","doi":"10.1016/j.exis.2023.101214","title":"Policy impacts on Ghana's extractive sector: The implicative dominance of gold and the future of oil","year":2023,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":29,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Revenue; Industrialisation; Gold mining; Diversification (marketing strategy); Dominance (genetics); Economic sector; Government (linguistics); Business; Economics; Petroleum industry; Economic policy; Natural resource economics; Economy; Market economy; Finance; Engineering","authors":[{"name":"Hany Besada","is_ca":true},{"name":"Tefsi Golla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0248223730156813,"gpt":0.242632267561897,"spread":0.2178098945462157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001348699,0.0003022688,0.0003250972,0.0005989176,0.0009455676,0.003335677,0.0004031642,0.00290033,0.007588459],"category_scores_gemma":[0.00410712,0.0001248232,0.0002056647,0.001236979,0.002314331,0.002799175,0.001242239,0.001851407,0.000271383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008192922,"about_ca_system_score_gemma":0.007645382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1214633,"about_ca_topic_score_gemma":0.1437234,"domain_scores_codex":[0.9992446,0.0002881247,0.00002551941,0.00004646541,0.00009488721,0.0003004068],"domain_scores_gemma":[0.9974678,0.001173578,0.0006628408,0.00004613209,0.0003796512,0.0002701013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002112163,0.0002692991,0.06586063,0.001233928,0.00009517864,0.006274582,0.006221381,0.01010402,0.007124215,0.801948,0.03589696,0.06285963],"study_design_scores_gemma":[0.0005260849,0.0005566864,0.1949844,0.002005998,0.0003260267,0.001055485,0.05250972,0.01158704,0.009057627,0.380543,0.3467148,0.0001331995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6339197,0.0125867,0.0005336456,0.2403019,0.0003982038,0.00003337222,0.001075769,0.00002584192,0.111125],"genre_scores_gemma":[0.9854994,0.005077361,0.0001729616,0.003258409,0.0001402505,0.0000106171,0.00006078019,0.000009542575,0.005770699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1214633,"threshold_uncertainty_score":0.2415125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403082808","doi":"10.1016/j.exis.2024.101521","title":"ESG ratings in the mining industry: Factors and implications","year":2024,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Business; Mining industry; Marketing; Engineering; Mining engineering","authors":[{"name":"Mahelet G. Fikru","is_ca":false},{"name":"Jennifer Brodmann","is_ca":false},{"name":"Li Li Eng","is_ca":false},{"name":"J. Andrew Grant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02445823437278757,"gpt":0.248235942147306,"spread":0.2237777077745184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002140737,0.0002020884,0.0001994947,0.0016516,0.0004967954,0.001270043,0.0003312461,0.0004655808,0.003392717],"category_scores_gemma":[0.01329954,0.00009274002,0.0003156896,0.002397756,0.0007563093,0.0008510639,0.0008890201,0.0007163272,0.0004604797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004801214,"about_ca_system_score_gemma":0.000469126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005635946,"about_ca_topic_score_gemma":0.009228534,"domain_scores_codex":[0.9982374,0.0004375988,0.0002076047,0.0002105591,0.0006380288,0.0002687471],"domain_scores_gemma":[0.972277,0.006118842,0.01523939,0.0007165856,0.002274617,0.003373511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001772752,0.00002285645,0.9968317,0.000009634327,0.000011281,0.00007077498,0.0001942158,0.00006320947,0.00006184635,0.00008665629,0.0002068014,0.002423352],"study_design_scores_gemma":[9.380391e-7,0.0000168109,0.998632,0.00000913768,0.000003940951,0.00006183285,0.0007641974,0.0001255891,0.00002894721,0.00008875249,0.0002655288,0.000002440876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956297,0.0002351154,0.0001618526,0.0006465352,0.0000115065,0.00001441366,0.0001627746,0.000003965879,0.003134246],"genre_scores_gemma":[0.9995221,0.00008056577,0.00006617074,0.00002901156,0.00001226757,0.000002542871,0.00008096513,9.246666e-7,0.0002053649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005635946,"threshold_uncertainty_score":0.0113498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385175479","doi":"10.1016/j.exis.2023.101319","title":"The discursive blinkers of climate change: Energy transition as a wicked problem","year":2023,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"Bundesministerium für Bildung und Forschung; Deutscher Akademischer Austauschdienst","keywords":"Framing (construction); Climate change; Energy transition; Externalization; Wicked problem; Renewable energy; Transition (genetics); Greenhouse gas; Political science; Political economy; Sociology; Economics; Natural resource economics; Ecology; Geography; Psychology","authors":[{"name":"J. L. Schwab","is_ca":true},{"name":"Nadia Catalina Combariza Diaz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02582544054446118,"gpt":0.290442747373978,"spread":0.2646173068295168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0176464,0.0005330342,0.001032306,0.002841657,0.008557905,0.01362425,0.002365858,0.006282416,0.005797742],"category_scores_gemma":[0.03322227,0.0004964141,0.0006826125,0.002582223,0.1062886,0.02822108,0.01031778,0.01217908,0.0006012136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005094651,"about_ca_system_score_gemma":0.005382456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004736256,"about_ca_topic_score_gemma":0.004806353,"domain_scores_codex":[0.989974,0.006597601,0.0002996967,0.0009436555,0.001242685,0.0009424229],"domain_scores_gemma":[0.9632583,0.02926019,0.001817375,0.002806965,0.001373794,0.001483348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001822393,0.00001698584,0.0003166901,0.00005269176,0.000007654672,0.0001244529,0.01660338,0.0002750042,0.000075866,0.9708253,0.005791234,0.005892517],"study_design_scores_gemma":[0.000007759007,0.000004844883,0.0001829365,0.00008503323,0.000003229891,0.00007967644,0.01136,0.0004198289,0.00008408626,0.9482808,0.03947724,0.00001455492],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06925692,0.01712118,0.05880858,0.637448,0.004312238,0.0001124968,0.0002553407,0.0001903456,0.2124948],"genre_scores_gemma":[0.9502457,0.005108563,0.008465022,0.02008541,0.003021039,0.0001537135,0.00006035873,0.0002076458,0.01265244],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0176464,"threshold_uncertainty_score":0.09332418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387590654","doi":"10.1016/j.exis.2023.101364","title":"Drivers and effects of construction-sand mining in Sub-Saharan Africa","year":2023,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Carlsbergfondet","keywords":"Livelihood; Urbanization; Sand mining; Scarcity; Revenue; Population; Variety (cybernetics); Developing country; Natural resource economics; Business; Unemployment; Geography; Environmental planning; Economic growth; Economics; Agriculture","authors":[{"name":"Mette Bendixen","is_ca":true},{"name":"Nakiya Noorbhai","is_ca":true},{"name":"Joy Zhou","is_ca":true},{"name":"Lars Lønsmann Iversen","is_ca":true},{"name":"Ke Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03064146397205772,"gpt":0.260012857846717,"spread":0.2293713938746592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003374188,0.0002717838,0.0002380435,0.001130188,0.0009323739,0.001618311,0.0003782299,0.0004468703,0.004253753],"category_scores_gemma":[0.001487069,0.0002492026,0.0002980354,0.002686032,0.001045123,0.00086869,0.001937518,0.0006270449,0.0002079574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001632732,"about_ca_system_score_gemma":0.002091937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07932644,"about_ca_topic_score_gemma":0.1227813,"domain_scores_codex":[0.999513,0.000124179,0.00002016399,0.00003488731,0.00004451953,0.0002631716],"domain_scores_gemma":[0.999342,0.0001251506,0.000333552,0.00001373373,0.00005939403,0.0001260346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001628073,0.0001507318,0.9713832,0.0001543968,0.00009923137,0.00166777,0.007454468,0.0006147473,0.0008533425,0.006266247,0.0007564569,0.01043652],"study_design_scores_gemma":[0.000005984001,0.00005819642,0.9583905,0.0001219215,0.00004375144,0.0002522367,0.03595315,0.0004212946,0.000178767,0.0008954512,0.003668286,0.00001043602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958926,0.0005378376,0.00003977391,0.0007061114,0.000007699195,0.00001206428,0.000259454,0.000002386833,0.002542024],"genre_scores_gemma":[0.9990829,0.0004835319,0.00002074587,0.00001981935,0.000004365154,0.000004828077,0.00004107483,0.000001013285,0.00034164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07932644,"threshold_uncertainty_score":0.1577294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2621013642","doi":"10.1016/j.exis.2017.05.011","title":"The evolving role of CSR in international development: Evidence from Canadian extractive companies’ involvement in community health initiatives in low-income countries","year":2017,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Engineers Without Borders Canada","funders":"","keywords":"Corporate social responsibility; Business; Economic growth; Public relations; Political science; Economics","authors":[{"name":"Sarah E Lamb","is_ca":true},{"name":"Jonathan Jennings","is_ca":false},{"name":"Philippe Calain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02813519002516835,"gpt":0.2696820277389033,"spread":0.2415468377137349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00912471,0.000361152,0.0003792215,0.003432275,0.008138947,0.006934565,0.00156544,0.0009934012,0.003918414],"category_scores_gemma":[0.02018195,0.0003419795,0.0003011602,0.007365762,0.007357034,0.002211771,0.00509829,0.002221904,0.0001305652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04014641,"about_ca_system_score_gemma":0.06147225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9703984,"about_ca_topic_score_gemma":0.9825569,"domain_scores_codex":[0.9923344,0.001402581,0.0002519308,0.0005030533,0.003034107,0.002473825],"domain_scores_gemma":[0.9723948,0.007757048,0.005302752,0.0009963399,0.009100452,0.004448518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002460072,0.0001946316,0.5177624,0.001650664,0.0001890508,0.001132043,0.3283743,0.0003042559,0.0006315755,0.02860954,0.0168017,0.1041039],"study_design_scores_gemma":[0.00001774804,0.00004944858,0.6525072,0.001919737,0.0001224151,0.0001596923,0.2696368,0.0002103532,0.0003906077,0.0007515108,0.07415079,0.00008360486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8601942,0.009636184,0.0003491679,0.01453437,0.000101299,0.00009631199,0.0008815765,0.00001348935,0.1141934],"genre_scores_gemma":[0.9935721,0.003627567,0.0001186041,0.0007570015,0.00001075295,0.00001056037,0.0001627261,0.000007675499,0.001733034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04014641,"threshold_uncertainty_score":0.291284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129810931","doi":"10.1016/j.exis.2021.02.002","title":"“I just gotta have tough skin”: Women's experiences working in the oil and gas industry in Canada✰","year":2021,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Pride; Harassment; Workforce; Thematic analysis; Petroleum industry; Gender studies; Face (sociological concept); Work (physics); Sociology; Political science; Psychology; Qualitative research; Social psychology; Social science; Engineering; Law","authors":[{"name":"Kathleen Murphy","is_ca":true},{"name":"Lola Strand","is_ca":false},{"name":"Linda Theron","is_ca":false},{"name":"Michael Ungar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05206894622353238,"gpt":0.3107763390808712,"spread":0.2587073928573388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003340601,0.0007252047,0.0008171332,0.001330534,0.02623579,0.008474751,0.001410082,0.003685147,0.006080069],"category_scores_gemma":[0.007264693,0.001096817,0.0005219959,0.001484698,0.01253287,0.006420515,0.009388318,0.007803445,0.0007269498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003502926,"about_ca_system_score_gemma":0.005897836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05463016,"about_ca_topic_score_gemma":0.09864437,"domain_scores_codex":[0.9963342,0.00189479,0.0001120723,0.0001411699,0.0002427435,0.001274942],"domain_scores_gemma":[0.9956578,0.001408112,0.0006403329,0.0001021704,0.00038415,0.001807418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002637141,0.00004622283,0.005567279,0.00002590792,0.000003935368,0.0004424166,0.9913166,0.000005481284,0.0001231456,0.0005681879,0.0007035729,0.001170938],"study_design_scores_gemma":[0.000001075918,0.00001348653,0.001450195,0.00001681956,0.00000154806,0.00006406897,0.9965342,0.000002413093,0.00001517937,0.00002704246,0.001870067,0.00000388261],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861283,0.0006682319,0.00005961386,0.005345366,0.0001990174,0.00002515151,0.00004110206,0.000006826291,0.007526386],"genre_scores_gemma":[0.9915038,0.0009417083,0.00004977032,0.001756655,0.00006102374,0.00003651808,0.00002854806,0.0000121725,0.005609852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9453698,"threshold_uncertainty_score":0.1086243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887285023","doi":"10.1016/j.exis.2018.07.011","title":"Shale development in the US and Canada: A review of engagement practice","year":2018,"lang":"en","type":"review","venue":"The Extractive Industries and Society","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"European Commission","keywords":"Public engagement; Credibility; Public relations; Multitude; Shale gas; Stakeholder engagement; Political science; Government (linguistics); Public participation; Strengths and weaknesses; Community engagement; Variety (cybernetics); Limiting; Stakeholder; Sociology; Psychology; Oil shale; Social psychology; Engineering; Law","authors":[{"name":"Merryn Thomas","is_ca":false},{"name":"Nick Pidgeon","is_ca":false},{"name":"Michael Bradshaw","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03294004630089643,"gpt":0.2749672085634039,"spread":0.2420271622625075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008886659,0.001067507,0.002099941,0.01196686,0.003408016,0.005962724,0.002421742,0.001981517,0.003781097],"category_scores_gemma":[0.0184635,0.0005636286,0.001041815,0.02932198,0.003571273,0.002669919,0.002932758,0.001958441,0.0004572096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04124792,"about_ca_system_score_gemma":0.1513724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7519786,"about_ca_topic_score_gemma":0.849808,"domain_scores_codex":[0.9943567,0.001008485,0.000712968,0.0004854479,0.002895674,0.0005405954],"domain_scores_gemma":[0.9805775,0.009949056,0.001308948,0.0003095788,0.006743694,0.001111195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008840562,0.00005318832,0.001351138,0.1038842,0.0002301237,0.0002125191,0.005596858,0.0005260249,0.0002756703,0.01169575,0.02878061,0.8473055],"study_design_scores_gemma":[0.00001048868,0.00003945808,0.005611977,0.08305069,0.00030205,0.0002089147,0.003454304,0.00009327253,0.0002385219,0.0013369,0.9055973,0.00005611924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003898104,0.9958312,0.00008460781,0.001146186,0.0001099792,0.00001917199,0.00008195514,0.000006049344,0.002331132],"genre_scores_gemma":[0.005874829,0.9929421,0.0002457921,0.0003433854,0.00002965849,0.00002599742,0.00007570346,0.00000572632,0.0004568868],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2480214,"threshold_uncertainty_score":0.4989641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281609344","doi":"10.1016/j.exis.2022.101097","title":"Getting closure? Mining rehabilitation reform in Queensland and Western Australia","year":2022,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Legislation; Government (linguistics); State (computer science); Closure (psychology); Politics; Order (exchange); Political science; Business; Public administration; Political economy; Economics; Finance; Law","authors":[{"name":"Lisa Mills","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01897024312070195,"gpt":0.241308282276976,"spread":0.2223380391562741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003546569,0.0002483205,0.0007118667,0.001359535,0.01522289,0.007779738,0.002237872,0.006061606,0.0117094],"category_scores_gemma":[0.00776667,0.0005734499,0.0005419114,0.002281436,0.01019595,0.003345151,0.009942261,0.005193252,0.0004828914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02857567,"about_ca_system_score_gemma":0.07908604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4713104,"about_ca_topic_score_gemma":0.7519898,"domain_scores_codex":[0.9918789,0.001512478,0.0002693104,0.0004456761,0.001095895,0.004797785],"domain_scores_gemma":[0.9923146,0.0009949778,0.0009246257,0.0002401233,0.0009913046,0.004534457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000474608,0.001265022,0.08943515,0.001311883,0.0001802198,0.005099977,0.3418361,0.002291724,0.006575903,0.3274028,0.07902632,0.1451002],"study_design_scores_gemma":[0.0001314846,0.0005765423,0.5433452,0.000893517,0.00008394372,0.0004602393,0.1862231,0.0006806296,0.0004418807,0.01416951,0.25287,0.0001239654],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7811171,0.002932115,0.0004139928,0.1475137,0.0004031122,0.0001942813,0.0001419663,0.00005106861,0.0672326],"genre_scores_gemma":[0.9239737,0.0009599415,0.0002868095,0.01702352,0.0001615985,0.0001633052,0.0000468662,0.00002660526,0.05735764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4713104,"threshold_uncertainty_score":0.9371341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3166805856","doi":"10.1016/j.exis.2021.100938","title":"The buzz phase of resource extraction: Liquefied natural gas in Kitimat, British Columbia","year":2021,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of New Brunswick; University of Northern British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of Northern British Columbia","keywords":"Marketing buzz; Liquefied natural gas; Natural resource; Extraction (chemistry); Resource (disambiguation); Phase (matter); Business; Natural gas; Waste management; Engineering; Political science; Advertising; Chemistry; Computer science; Law; Chromatography","authors":[{"name":"Marieka Sax","is_ca":true},{"name":"Daniel Tubb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01236075844691647,"gpt":0.239489496977203,"spread":0.2271287385302865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002708699,0.0002024498,0.0002885696,0.0008493727,0.00573004,0.002270565,0.001016743,0.001313211,0.004584685],"category_scores_gemma":[0.0008536299,0.0003603577,0.0001443669,0.001810824,0.001352099,0.0007839033,0.001861074,0.001910709,0.0003984533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0230871,"about_ca_system_score_gemma":0.02448775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9830605,"about_ca_topic_score_gemma":0.9971999,"domain_scores_codex":[0.9995995,0.000034447,0.00001070708,0.0000342696,0.00008664087,0.0002344103],"domain_scores_gemma":[0.9993994,0.00007476279,0.00005667668,0.00001036755,0.0002269431,0.0002317521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007656239,0.0005324825,0.8219507,0.00030415,0.00008326679,0.01152254,0.07755806,0.001494394,0.007088059,0.005082408,0.02383512,0.04978327],"study_design_scores_gemma":[0.0000106218,0.00005011278,0.7621238,0.0001220637,0.00001380266,0.0003048182,0.2155911,0.0009090384,0.000658348,0.0003000682,0.01987905,0.0000372506],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902531,0.000156753,0.00006152327,0.001114189,0.000009620673,0.00003228112,0.000427225,0.000007906207,0.007937484],"genre_scores_gemma":[0.9790078,0.0002926255,0.000105603,0.0002710698,0.000004363863,0.000017942,0.0003437632,0.00001084222,0.01994602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0230871,"threshold_uncertainty_score":0.1675094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309485101","doi":"10.1016/j.exis.2022.101179","title":"“We have done nothing wrong”: Youth miners’ perceptions of the environmental consequences of artisanal and small-scale mining (ASM) in Ghana","year":2022,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Nothing; Scale (ratio); Perception; Political science; Geography; Psychology; Cartography","authors":[{"name":"Lydia Osei","is_ca":false},{"name":"Luginaah Isaac","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02065545835846342,"gpt":0.2001388826541288,"spread":0.1794834242956654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002251767,0.0001903198,0.0003152328,0.000592728,0.003631772,0.002343562,0.000448906,0.001110041,0.003003146],"category_scores_gemma":[0.003679103,0.0003852917,0.0003275927,0.0005290895,0.003290156,0.001578884,0.00224149,0.002134481,0.0002184302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385187,"about_ca_system_score_gemma":0.0017498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03506331,"about_ca_topic_score_gemma":0.08841198,"domain_scores_codex":[0.9990776,0.0003293786,0.00004967143,0.00004633897,0.0001530619,0.0003440142],"domain_scores_gemma":[0.9967411,0.0006822716,0.001243261,0.00005399995,0.0003351624,0.0009441585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000112981,0.0002048867,0.3614947,0.00008476157,0.00002735035,0.001275544,0.6290074,0.00004405768,0.0009860272,0.0008824486,0.001060034,0.004819759],"study_design_scores_gemma":[0.000005155133,0.00006874344,0.08817784,0.00005748464,0.000008097705,0.0002286451,0.9091452,0.00003761449,0.00007507635,0.0001220523,0.002066578,0.000007558992],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984068,0.00006949784,0.0000163647,0.0006114641,0.000008909017,0.000004605728,0.000008723281,4.960036e-7,0.0008730789],"genre_scores_gemma":[0.999279,0.0001162832,0.00002017624,0.0001604454,0.000003289609,0.000004537807,0.000007248996,9.650332e-7,0.0004080636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03506331,"threshold_uncertainty_score":0.06971842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324922213","doi":"10.1016/j.exis.2016.03.005","title":"Reinvention through regreening: Examining environmental change in Sudbury, Ontario","year":2016,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; University of Winnipeg","funders":"Government of Ontario","keywords":"Political ecology; Dominance (genetics); Politics; Environmental change; Environmental degradation; Environmental justice; Government (linguistics); Ecology; Political science; Environmental resource management; Sociology; Climate change; Environmental planning; Geography; Law","authors":[{"name":"Morrissa Boerchers","is_ca":true},{"name":"Patricia Fitzpatrick","is_ca":true},{"name":"Christopher D. Storie","is_ca":true},{"name":"Glen Hostetler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1242678758267001,"gpt":0.3226541806612803,"spread":0.1983863048345802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00119628,0.0002351013,0.0004195765,0.0007686232,0.008430307,0.002427054,0.001904006,0.000948291,0.002096921],"category_scores_gemma":[0.003010664,0.0003371662,0.0005654414,0.002816537,0.002458749,0.001304761,0.002597236,0.001456453,0.0001474969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08094136,"about_ca_system_score_gemma":0.1216226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9977248,"about_ca_topic_score_gemma":0.9995889,"domain_scores_codex":[0.9983408,0.0002790969,0.00004957713,0.0001438258,0.0003224789,0.0008640503],"domain_scores_gemma":[0.9974087,0.0003072984,0.0005267764,0.0001288088,0.0008564568,0.0007719937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002526197,0.0004828508,0.7865504,0.0002464047,0.0001105889,0.000611062,0.1631923,0.0005920634,0.0006520383,0.004418978,0.006958584,0.03593202],"study_design_scores_gemma":[0.00001485997,0.00006706801,0.8680936,0.0001269227,0.0000387788,0.00003100222,0.1194721,0.0002746313,0.0001700134,0.0002372791,0.01145279,0.00002104624],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907734,0.00040372,0.0001179816,0.001972748,0.00001589568,0.00008506743,0.0005382954,0.000005304782,0.006087519],"genre_scores_gemma":[0.9912037,0.0006760588,0.0003458005,0.0004239207,0.000007622885,0.00007365156,0.0003144695,0.000005970298,0.006948753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08094136,"threshold_uncertainty_score":0.5872734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2918005621","doi":"10.1016/j.exis.2019.01.009","title":"Dialogue as racism? The promotion of “Canadian dialogue” in Guatemala's extractive sector","year":2019,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Opposition (politics); Indigenous; Normative; Politics; Democratization; Sociology; Civil society; Corporate governance; Racism; Collective action; Political science; Democracy promotion; Promotion (chess); Indigenous rights; Political economy; Gender studies; Law; Democracy; Economics","authors":[{"name":"Étienne Roy Grégoire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02006086546480536,"gpt":0.2105972347669443,"spread":0.1905363693021389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00535533,0.000418163,0.0003820554,0.001651109,0.04839952,0.0111044,0.001632204,0.005258323,0.01029223],"category_scores_gemma":[0.01148046,0.0003642571,0.0002869706,0.003496643,0.02314019,0.005352303,0.01158257,0.008201738,0.0004400358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06066622,"about_ca_system_score_gemma":0.09909625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8571796,"about_ca_topic_score_gemma":0.926003,"domain_scores_codex":[0.9920392,0.002980432,0.0001322514,0.0003951378,0.0007174358,0.003735521],"domain_scores_gemma":[0.9910846,0.003344038,0.0007692188,0.0002842863,0.00120268,0.003315174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009775321,0.00005011976,0.005154329,0.0002189229,0.00001056794,0.0009483765,0.6910489,0.00006582071,0.0007094921,0.2426677,0.02808906,0.03093898],"study_design_scores_gemma":[0.00002462401,0.00004239443,0.01571641,0.0004357582,0.00002554704,0.0003514027,0.5068359,0.0001793564,0.0005021131,0.01048729,0.4653119,0.00008721399],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3681648,0.006215017,0.0007062219,0.3560893,0.0009560879,0.0001118088,0.0001149522,0.00008197738,0.2675599],"genre_scores_gemma":[0.9755623,0.0007567715,0.0002254315,0.009688241,0.00007074133,0.0000399546,0.00001326283,0.00002988457,0.01361356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1428204,"threshold_uncertainty_score":0.4401663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384027813","doi":"10.1016/j.exis.2023.101270","title":"A comparative account of indigenous participation in extractive projects: The challenge of achieving Free, Prior, and Informed Consent","year":2023,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Fonds National de la Recherche Luxembourg","keywords":"Indigenous; Due diligence; Negotiation; Public relations; Human rights; Corporate social responsibility; Political science; Business; Informed consent; Duty; Community engagement; Law","authors":[{"name":"Laurence Klein","is_ca":false},{"name":"María Jesús Muñoz Torres","is_ca":false},{"name":"María Ángeles Fernández Izquierdo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07169935545567813,"gpt":0.3060585505569387,"spread":0.2343591951012606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01473486,0.0002656818,0.0002811323,0.001737846,0.01610236,0.007124865,0.001492885,0.003331787,0.006263224],"category_scores_gemma":[0.01606456,0.0002824547,0.0003257435,0.003158819,0.02045959,0.005245757,0.006428048,0.003420181,0.000270318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0117791,"about_ca_system_score_gemma":0.01384193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05779902,"about_ca_topic_score_gemma":0.1344243,"domain_scores_codex":[0.9814172,0.01243187,0.0003681864,0.0005783633,0.002866078,0.002338244],"domain_scores_gemma":[0.9852036,0.01163217,0.0007704981,0.0007641259,0.0009874168,0.0006422588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004094357,0.00004260207,0.00202716,0.0004108767,0.00001178624,0.001846485,0.613694,0.000194126,0.0006135526,0.3615641,0.002832961,0.01672144],"study_design_scores_gemma":[0.00001290145,0.0001426956,0.01823099,0.001418222,0.00004451987,0.001931924,0.6062996,0.0006103026,0.0008559416,0.02908357,0.3413068,0.00006255646],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3058444,0.00901432,0.008375909,0.02642229,0.0002115721,0.0004168278,0.0001242339,0.00004996396,0.6495404],"genre_scores_gemma":[0.9769135,0.002598799,0.001398781,0.001034842,0.00005187288,0.000164003,0.00003295147,0.00002252307,0.01778276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05779902,"threshold_uncertainty_score":0.1149251,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Pedro Bigolin Neto","is_ca":true},{"name":"Alexandra Mallett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05515922617914853,"gpt":0.3397158627606243,"spread":0.2845566365814758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02192871,0.0004856604,0.00046793,0.001432172,0.01546832,0.01057314,0.002064583,0.007510841,0.01190392],"category_scores_gemma":[0.0342029,0.0004839934,0.0007739962,0.001854061,0.01519533,0.008528885,0.009988067,0.00519491,0.0006943061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01140319,"about_ca_system_score_gemma":0.01611792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1625706,"about_ca_topic_score_gemma":0.2258978,"domain_scores_codex":[0.9816647,0.01037991,0.0003152568,0.0007984042,0.002459696,0.004382127],"domain_scores_gemma":[0.9645594,0.0267434,0.001519026,0.00168462,0.003026399,0.002467114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001620121,0.0005941738,0.02998989,0.0002709055,0.00005782837,0.01108165,0.3455928,0.001380172,0.001669528,0.5478967,0.01188234,0.04942191],"study_design_scores_gemma":[0.0001352153,0.0001810259,0.02322677,0.0009783622,0.0001216208,0.002004815,0.6636887,0.002832521,0.0009262408,0.07664552,0.2291674,0.00009173999],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5086777,0.0008954091,0.007630648,0.1054898,0.0001675673,0.0002789816,0.00006110642,0.00003861306,0.3767602],"genre_scores_gemma":[0.9864334,0.0002655953,0.0006754938,0.001941576,0.00003289047,0.00006816396,0.00001099862,0.00001870186,0.01055313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1625706,"threshold_uncertainty_score":0.3232486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2180451124","doi":"10.1016/j.exis.2015.11.003","title":"Pastoralism in the time of oil: Youth perspectives on the oil industry and the future of pastoralism in Turkana, Kenya","year":2015,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Balsillie School of International Affairs; University of Waterloo","funders":"","keywords":"Pastoralism; Livelihood; Subsistence agriculture; Vulnerability (computing); Futures contract; Focus group; Population; Geography; Development economics; Economy; Economics; Business; Sociology; Livestock; Agriculture; Marketing","authors":[{"name":"Charis Enns","is_ca":true},{"name":"Brock Bersaglio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01738519574410084,"gpt":0.2226293753345078,"spread":0.205244179590407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001733922,0.0002429879,0.0001948155,0.0007063979,0.01332553,0.005076226,0.0004486946,0.00137146,0.003961164],"category_scores_gemma":[0.001039554,0.0002176641,0.0001445798,0.0007186531,0.006114529,0.002966168,0.002413178,0.002815873,0.0001724482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002867369,"about_ca_system_score_gemma":0.002740799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03897578,"about_ca_topic_score_gemma":0.1529598,"domain_scores_codex":[0.999321,0.0002792696,0.00001142865,0.00002196532,0.0000346219,0.0003316823],"domain_scores_gemma":[0.9991875,0.0002567889,0.0001313858,0.00001193746,0.00007794334,0.0003344738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004627744,0.00006604913,0.02071884,0.00004428121,0.000004971052,0.0009395978,0.9611102,0.00001845658,0.000489685,0.01025132,0.001762811,0.004547537],"study_design_scores_gemma":[0.000002881169,0.00001424996,0.008897871,0.00005651347,0.000003771625,0.0001284371,0.9758241,0.00001587786,0.00008803861,0.00041467,0.01454863,0.000005103145],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969947,0.001562406,0.00005152154,0.007920471,0.00007311648,0.000008072594,0.00002938769,0.000002213218,0.02040583],"genre_scores_gemma":[0.996852,0.0006396629,0.00002109873,0.0002967092,0.00001079242,0.000004726014,0.000007508815,0.000002133609,0.002165368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03897578,"threshold_uncertainty_score":0.07749784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2175568260","doi":"10.1016/j.exis.2015.10.005","title":"Introduction: Critical perspectives on extractive industries in Northern Canada","year":2015,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Indigenous; Special section; Section (typography); Mining industry; Political science; History; Sociology; Regional science; Ecology; Engineering; Business","authors":[{"name":"Arn Keeling","is_ca":true},{"name":"John Sandlos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01987851972381678,"gpt":0.2276607161031861,"spread":0.2077821963793693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001486323,0.0007253748,0.000518985,0.003854137,0.02586091,0.01474957,0.002175588,0.003844315,0.01959634],"category_scores_gemma":[0.003446702,0.0003249327,0.0005938191,0.006720643,0.01050862,0.003319199,0.00283028,0.005365023,0.0006266229],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.16839,"about_ca_system_score_gemma":0.1983226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951207,"about_ca_topic_score_gemma":0.9975145,"domain_scores_codex":[0.9977124,0.0002104031,0.00006014969,0.0001915641,0.0007400454,0.001085484],"domain_scores_gemma":[0.9967855,0.0008713191,0.0001484819,0.00006003579,0.001639798,0.0004948425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007113016,0.0000390788,0.004740775,0.0005697144,0.000016256,0.000868726,0.0403262,0.001242445,0.0003563288,0.7072629,0.2188857,0.02562073],"study_design_scores_gemma":[0.000009393998,0.000009653378,0.008934495,0.000795837,0.00001746285,0.0001501783,0.05528894,0.0002522787,0.0002894045,0.01989001,0.9142971,0.00006521175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.06270801,0.05392703,0.002397254,0.240327,0.005663819,0.0001949735,0.002624935,0.00009409467,0.6320629],"genre_scores_gemma":[0.4889137,0.05603183,0.002194615,0.06156575,0.002545504,0.0001448823,0.0006342042,0.0001492028,0.3878204],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.16839,"threshold_uncertainty_score":0.9645497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313531257","doi":"10.1016/j.exis.2022.101208","title":"Comparing cyanidation with amalgamation of a Colombian artisanal gold mining sample: Suggestion of a simplified zinc precipitation process","year":2023,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; AngloGold Ashanti","keywords":"Gold cyanidation; Gold ore; Leaching (pedology); Cyanide; Inefficiency; Gold extraction; Gold mining; Mercury (programming language); Zinc; Environmental science; Precipitation; Pulp and paper industry; Waste management; Chemistry; Metallurgy; Engineering; Computer science; Materials science; Economics; Geography","authors":[{"name":"Pariya Torkaman","is_ca":true},{"name":"Marcello M. Veiga","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02818905641910642,"gpt":0.2463604150317514,"spread":0.218171358612645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008396115,0.0003503549,0.0004647153,0.000549772,0.0008895425,0.0006961835,0.0006004373,0.0005601678,0.002069038],"category_scores_gemma":[0.0016083,0.0001734037,0.0003557846,0.0005299016,0.0004232171,0.0002673652,0.0003650759,0.0003283121,0.0003284452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009035097,"about_ca_system_score_gemma":0.0009091945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05552558,"about_ca_topic_score_gemma":0.1608446,"domain_scores_codex":[0.9993303,0.0001356152,0.00003620466,0.0001635206,0.0002507959,0.00008359882],"domain_scores_gemma":[0.9993537,0.0001324188,0.00008456712,0.00005958234,0.0003431621,0.00002647735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009065108,0.0006525026,0.1632954,0.001502618,0.0003301263,0.0008239813,0.001954467,0.003895541,0.7133641,0.001434659,0.001667397,0.102014],"study_design_scores_gemma":[0.0001678213,0.003578097,0.5468554,0.0001165165,0.0007739635,0.0006844915,0.002904904,0.008571695,0.415801,0.0004540629,0.01999761,0.00009440534],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921972,0.0004655044,0.002799409,0.0001067507,0.00002691694,0.00009319228,0.0002598928,0.00003826223,0.004012908],"genre_scores_gemma":[0.9896452,0.0003256674,0.007071444,0.00006042048,0.00000763529,0.0000238701,0.0002472055,0.00003318704,0.002585296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05552558,"threshold_uncertainty_score":0.1104047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3041478148","doi":"10.1016/j.exis.2020.06.014","title":"Towards indigenous community-led monitoring of fish in the oil sands region of Canada: Lessons at the intersection of cultural consensus and fish science","year":2020,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University nuhelot'ine thaiyots'i nistameyimâkanak Blue Quills; University of Saskatchewan; University of Guelph","funders":"University of Guelph; University of Saskatchewan","keywords":"Indigenous; Population; Traditional knowledge; Fishery; Work (physics); Environmental planning; Fish <Actinopterygii>; Geography; Environmental resource management; Citizen journalism; Political science; Environmental health; Ecology; Engineering; Biology; Medicine; Environmental science","authors":[{"name":"Nicolas D. Brunet","is_ca":true},{"name":"Timothy D. Jardine","is_ca":true},{"name":"Paul D. Jones","is_ca":true},{"name":"Findlay MacDermid","is_ca":true},{"name":"Graeme Reed","is_ca":true},{"name":"Ana-Maria Bogdan","is_ca":true},{"name":"Devan Tchir","is_ca":true},{"name":"David Natcher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1095874882405009,"gpt":0.3643472371410297,"spread":0.2547597489005288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01462227,0.0002709099,0.0002509828,0.0011235,0.01675333,0.004579419,0.002579445,0.001076517,0.001597616],"category_scores_gemma":[0.01381089,0.0002517464,0.0002156704,0.001325711,0.01227286,0.0013402,0.006352196,0.002337734,0.00009147725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04404492,"about_ca_system_score_gemma":0.2083962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9634955,"about_ca_topic_score_gemma":0.9863858,"domain_scores_codex":[0.991682,0.004034722,0.0001734699,0.0004753273,0.001746477,0.001888077],"domain_scores_gemma":[0.9871216,0.004803385,0.0009181774,0.000342818,0.003695353,0.00311865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000721815,0.000187909,0.06385222,0.0005095872,0.000035428,0.001159253,0.8278904,0.0004166279,0.002417426,0.003802327,0.002489244,0.09716732],"study_design_scores_gemma":[0.000009530554,0.00008219342,0.02972817,0.0003345133,0.00002385045,0.00007173736,0.9559252,0.0002465209,0.0004401128,0.001090414,0.01201311,0.00003463954],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575574,0.001163956,0.001680398,0.02308839,0.00008640321,0.0002327771,0.00003928151,0.00001913057,0.01613218],"genre_scores_gemma":[0.9939997,0.0009752429,0.001793312,0.00133737,0.00001069375,0.0000592211,0.00001378547,0.000005465011,0.001805083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04404492,"threshold_uncertainty_score":0.3195698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047051951","doi":"10.1016/j.exis.2020.07.018","title":"Enhancing corporate standing, shifting blame: An examination of Canada's Extractive Sector Transparency Measures Act","year":2020,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Transparency (behavior); Accountability; Accounting; Scrutiny; Mandate; Business; Shareholder; Corporate social responsibility; Enforcement; Language change; Government (linguistics); Audit; Public relations; Corporate governance; Finance; Law; Political science","authors":[{"name":"Kristin Ciupa","is_ca":true},{"name":"Anna Zalik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04463281355565694,"gpt":0.2118071661555676,"spread":0.1671743525999107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01701286,0.0005797592,0.0007116087,0.003564624,0.02939193,0.01776923,0.00416374,0.01110113,0.002664404],"category_scores_gemma":[0.06247017,0.0008637749,0.0009574302,0.005043351,0.01363754,0.003126533,0.004095743,0.0147547,0.0002267319],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.174795,"about_ca_system_score_gemma":0.4873925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931175,"about_ca_topic_score_gemma":0.9975131,"domain_scores_codex":[0.9534752,0.003657824,0.0008386224,0.001304153,0.03049483,0.01022943],"domain_scores_gemma":[0.9067635,0.03935426,0.004951076,0.002258017,0.03710512,0.009568036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003380938,0.00059652,0.06627306,0.0005124961,0.0001978322,0.001207122,0.06414589,0.003901623,0.002617807,0.554135,0.2083316,0.09774294],"study_design_scores_gemma":[0.00032071,0.0003867619,0.3062636,0.001517119,0.0006153948,0.0002711962,0.08059321,0.004242266,0.003834774,0.03081907,0.570471,0.0006648653],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3842431,0.005904968,0.00226087,0.2390281,0.0007412842,0.0006161829,0.0008165764,0.0001495422,0.3662394],"genre_scores_gemma":[0.8993406,0.002220379,0.001760316,0.05149638,0.0001702899,0.000120324,0.0001376423,0.00005839102,0.04469575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.825205,"threshold_uncertainty_score":0.9571208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387352633","doi":"10.1016/j.exis.2023.101356","title":"Chinese participation in Ghana's illegal small-scale gold mining: Linking local pull factors to distributional inequities","year":2023,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Mining and Resource Management","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"International Development Research Centre","keywords":"Scale (ratio); Distribution (mathematics); Gold mining; Development economics; Inequality; Economic growth; Exploratory research; Resistance (ecology); Political science; Business; Geography; Economics; Sociology; Social science","authors":[{"name":"Richard Kumah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02642811803354386,"gpt":0.2614705795501876,"spread":0.2350424615166437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004815212,0.0001307078,0.0001457359,0.0008019984,0.001434654,0.0009201909,0.000327308,0.0003247394,0.004369067],"category_scores_gemma":[0.001711043,0.0001109967,0.0001167468,0.001972796,0.001527351,0.0007566556,0.001029546,0.0006216638,0.0001723192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560491,"about_ca_system_score_gemma":0.001602269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0855763,"about_ca_topic_score_gemma":0.1810777,"domain_scores_codex":[0.999632,0.00009040494,0.00001923487,0.00003739036,0.00004674263,0.0001743071],"domain_scores_gemma":[0.998654,0.0002509988,0.0005557474,0.00004896683,0.0001226675,0.0003676988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007777828,0.00009171385,0.9693069,0.00003123786,0.00001694165,0.0003522442,0.02158922,0.0000666503,0.0002344851,0.003007155,0.0003048066,0.004920879],"study_design_scores_gemma":[0.000005750663,0.00003156768,0.9523686,0.00003389465,0.00001193207,0.0001130864,0.04554995,0.000197848,0.0001078543,0.0006506987,0.0009227155,0.000006146909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981391,0.00003574304,0.00001321309,0.0002435227,0.000001323542,0.000002211296,0.00002509597,4.503605e-7,0.001539304],"genre_scores_gemma":[0.9997206,0.000018949,0.000007236641,0.00001590438,9.376818e-7,0.000001498977,0.00001041736,4.008845e-7,0.0002240463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0855763,"threshold_uncertainty_score":0.1701564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W882455339","doi":"10.1016/j.exis.2015.06.003","title":"Entangled histories: Iron ore mining in Canada and the United States","year":2015,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"Institute of Social and Economic Research, Memorial University of Newfoundland; National Science Foundation","keywords":"Iron ore; Structural basin; Dilemma; Shore; Threatened species; Incentive; Geography; Archaeology; Geology; Oceanography; Habitat; Ecology","authors":[{"name":"John Thistle","is_ca":true},{"name":"Nancy Langston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02595862269685906,"gpt":0.2295142320940652,"spread":0.2035556093972062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001129114,0.0002624797,0.0005638774,0.004361678,0.04054686,0.009789555,0.002032516,0.002497367,0.005954582],"category_scores_gemma":[0.003966254,0.000359238,0.0002368337,0.01061023,0.01428619,0.00366375,0.007033782,0.003476238,0.0001771433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1097976,"about_ca_system_score_gemma":0.1270102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966876,"about_ca_topic_score_gemma":0.9992183,"domain_scores_codex":[0.998174,0.0002059209,0.00003009801,0.0001073804,0.0004176586,0.001065007],"domain_scores_gemma":[0.9971194,0.0006130751,0.0002405236,0.00008749856,0.001016096,0.0009235302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001697322,0.00007412031,0.06344841,0.0001076396,0.0000420349,0.001949443,0.7563002,0.0006233029,0.0004460258,0.1069465,0.02156543,0.04832719],"study_design_scores_gemma":[0.000004898382,0.00001236137,0.07210838,0.0002018439,0.00001933094,0.0001568623,0.8110465,0.0002546361,0.0001934601,0.003423086,0.112533,0.00004547315],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9034063,0.002606443,0.0003251483,0.01350883,0.00009827258,0.00003573182,0.0005750688,0.00001309143,0.07943112],"genre_scores_gemma":[0.9815351,0.001083905,0.0001395599,0.0006914639,0.00001089609,0.000009098024,0.0001463942,0.00001612115,0.01636744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1097976,"threshold_uncertainty_score":0.7966411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}