{"meta":{"query_hash":"89d604a757a5","filters":{"venue":"Progress in Environmental Geography"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/89d604a757a5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Progress+in+Environmental+Geography"},"results":[{"id":"W4401355151","doi":"10.1177/27539687241269336","title":"Talking across worlds: The ontological turn and communication in natural resource co-management with Indigenous communities","year":2024,"lang":"en","type":"article","venue":"Progress in Environmental Geography","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Communicative action; Indigenous; Sociology; Stewardship (theology); Natural resource management; Argumentation theory; Epistemology; Formality; Environmental ethics; Corporate governance; Natural resource; Knowledge management; Public relations; Political science; Social science; Politics; Ecology; Management; Economics; Law; Computer science","score_opus":0.008566403845777204,"score_gpt":0.2882861779748655,"score_spread":0.27971977412908827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401355151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95491767,0.034302387,0.0000015682052,0.0002655633,0.00007236648,0.00086283643,0.000008368754,0.000048961705,0.009520272],"genre_scores_gemma":[0.9824281,0.01698169,0.00023417793,0.00005513659,0.000035256668,0.00006301605,0.000048754468,0.0000116518995,0.00014221726],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982751,0.00052271056,0.00021335637,0.00019538282,0.0003113039,0.00048215783],"domain_scores_gemma":[0.99944633,0.00017970573,0.000059447535,0.0002602006,0.0000034980026,0.000050843937],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010775373,0.0001379499,0.00012926977,0.00016180934,0.0031382435,0.00021709209,0.00040182905,0.0000822938,0.000017112097],"category_scores_gemma":[3.2485067e-7,0.00008962867,0.000034783847,0.00035181295,0.0021966794,0.00019768231,0.000018995186,0.00047570872,0.000003832734],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021302967,0.00015649942,0.4627298,0.000034759352,0.00002138704,0.000012777747,0.5083944,0.0000035178598,4.3118327e-8,0.0050193653,0.0000015288069,0.02360455],"study_design_scores_gemma":[0.0002582641,0.0000679318,0.5873024,0.00024164184,0.000012971406,0.000008947135,0.17743555,0.000023785262,0.0000035324751,0.0009597074,0.23347509,0.0002102144],"about_ca_topic_score_codex":0.012669352,"about_ca_topic_score_gemma":0.40590954,"teacher_disagreement_score":0.39324018,"about_ca_system_score_codex":0.00016660796,"about_ca_system_score_gemma":0.00008872778,"threshold_uncertainty_score":0.9981595},"labels":[],"label_agreement":null},{"id":"W4403873214","doi":"10.1177/27539687241290821","title":"Riskscapes: A framework for risk assessment in colonial contexts","year":2024,"lang":"en","type":"article","venue":"Progress in Environmental Geography","topic":"Anthropological Studies and Insights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Colonialism; Computer science; Risk analysis (engineering); History; Business; Archaeology","score_opus":0.013424954249504302,"score_gpt":0.34613085090879436,"score_spread":0.33270589665929007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403873214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9453687,0.042788837,0.0013924699,0.002878024,0.0012005983,0.0019329767,0.00013100704,0.0001328269,0.004174572],"genre_scores_gemma":[0.9872665,0.0078687165,0.0040207203,0.00008220386,0.00018895032,0.00053413387,0.000007935324,0.000012272096,0.000018597819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840295,0.00016674607,0.00025757944,0.00040152148,0.00028962703,0.00048158554],"domain_scores_gemma":[0.99944115,0.0003283377,0.000057209243,0.000093996736,0.0000033031006,0.00007603054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051106734,0.0001503586,0.00021376145,0.00012371704,0.00041806605,0.00009915112,0.000185393,0.00017703342,0.00046533986],"category_scores_gemma":[0.000029949293,0.00012581564,0.00016363956,0.00031506637,0.0014769812,0.00014084432,0.000084952255,0.00036635768,0.000015713116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003417987,0.0003286827,0.8373639,0.0000127628255,0.000033666507,0.000021341844,0.0032441507,0.000002983979,5.3032454e-7,0.038456984,0.000070302405,0.120430484],"study_design_scores_gemma":[0.00050576666,0.00037161083,0.78507733,0.00012807165,0.000025799662,3.1003336e-7,0.0064798095,0.00023040526,0.00000576194,0.06972094,0.13716832,0.00028587042],"about_ca_topic_score_codex":0.0007561658,"about_ca_topic_score_gemma":0.0012633422,"teacher_disagreement_score":0.13709803,"about_ca_system_score_codex":0.00017098208,"about_ca_system_score_gemma":0.000018779849,"threshold_uncertainty_score":0.5441999},"labels":[],"label_agreement":null},{"id":"W4406951556","doi":"10.1177/27539687241309955","title":"The antinomies of feed and feeding in animal agriculture","year":2025,"lang":"en","type":"article","venue":"Progress in Environmental Geography","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Canada First Research Excellence Fund","keywords":"Agriculture; Animal feed; Agricultural science; Agricultural economics; Biology; Economics; Animal science; Ecology","score_opus":0.003859506011517078,"score_gpt":0.18466542844181877,"score_spread":0.1808059224303017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406951556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920759,0.006808199,5.1763926e-8,0.00041725393,0.000049861963,0.00028155523,0.0000110045985,0.000012917279,0.00034324953],"genre_scores_gemma":[0.9986419,0.0011287251,0.00006505735,0.00003436292,0.00001878653,0.000048494796,0.000020166997,5.231625e-7,0.000041980522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905235,0.000043107593,0.00025781817,0.00023935635,0.00015005496,0.00025729765],"domain_scores_gemma":[0.99977076,0.000083856095,0.00007608981,0.000034005872,0.0000042197116,0.000031067946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016973133,0.0001443844,0.00016311347,0.000029345681,0.00013917702,0.000041224106,0.00019763451,0.00008365444,0.000009758854],"category_scores_gemma":[0.0000051414668,0.000043862925,0.000055685316,0.00043532232,0.0002444418,0.000079422796,0.00017907754,0.0001321034,9.862782e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035913778,0.00008953276,0.95238,0.0000071409804,0.0000116681695,0.00000208612,0.00007057527,5.9569453e-7,0.0029298253,0.00043238088,0.000049781065,0.043990493],"study_design_scores_gemma":[0.0001921154,0.000058739388,0.99337167,0.000055365,0.0000050170024,0.0000016939973,0.0010517003,0.0000048291445,0.0020502044,0.00073701097,0.002360279,0.00011135493],"about_ca_topic_score_codex":0.000041457857,"about_ca_topic_score_gemma":0.0002011516,"teacher_disagreement_score":0.043879136,"about_ca_system_score_codex":0.000021125268,"about_ca_system_score_gemma":0.000001384155,"threshold_uncertainty_score":0.17886782},"labels":[],"label_agreement":null},{"id":"W4416249346","doi":"10.1177/27539687251388150","title":"Renegotiating Species Belonging in a Changing World","year":2025,"lang":"en","type":"article","venue":"Progress in Environmental Geography","topic":"Conservation, Ecology, Wildlife Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Ministry of Business, Innovation and Employment","keywords":"Technocracy; Constructive; Field (mathematics); Diversity (politics); Dimension (graph theory); Conceptual framework","score_opus":0.006152947308305307,"score_gpt":0.2326001845660928,"score_spread":0.22644723725778748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416249346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905128,0.00068010757,0.00004420672,0.0013200385,0.00027296686,0.00045372453,0.0000030176286,0.000042905493,0.006670242],"genre_scores_gemma":[0.9960955,0.000059126818,0.0022426548,0.000423854,0.000028103024,0.00025556632,0.00001969694,0.00001462396,0.0008608698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982738,0.00008934601,0.0003929914,0.00048933126,0.000218042,0.00053649675],"domain_scores_gemma":[0.9994856,0.000094192554,0.00010960128,0.00026320168,0.00000102828,0.00004638989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047784796,0.00019218565,0.00018201384,0.0016052978,0.00015084229,0.000036950445,0.0002672532,0.00006587181,0.0009116348],"category_scores_gemma":[0.000021844715,0.00022619408,0.00006621741,0.0030412877,0.00039376423,0.00028781476,0.0003615244,0.00021662768,0.000050468545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008874451,0.00023299127,0.98298067,0.000009575247,0.000007300863,0.0000052430682,0.0005195939,0.00040567468,0.00013226991,0.00014223106,0.00007802212,0.015477582],"study_design_scores_gemma":[0.00036776744,0.000012836202,0.9916812,0.000076764496,0.0000068632157,0.0000010795809,0.00067647744,0.0010535708,0.00021264059,0.00047177417,0.0052457945,0.00019324214],"about_ca_topic_score_codex":0.000057284695,"about_ca_topic_score_gemma":0.0010532766,"teacher_disagreement_score":0.01528434,"about_ca_system_score_codex":0.0004415627,"about_ca_system_score_gemma":0.000007823443,"threshold_uncertainty_score":0.99817616},"labels":[],"label_agreement":null},{"id":"W4416868900","doi":"10.1177/27539687251398578","title":"Geographies of Environmental Data 1","year":2025,"lang":"en","type":"article","venue":"Progress in Environmental Geography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Politics; Relation (database); Human geography; Period (music); Climate change; Field (mathematics); Political geography","score_opus":0.013844949270529665,"score_gpt":0.28029306362951784,"score_spread":0.2664481143589882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416868900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94701654,0.022406707,0.000035219557,0.00053387345,0.00057470886,0.0011535418,0.00052838767,0.000098441524,0.02765261],"genre_scores_gemma":[0.99557054,0.003495955,0.000508525,0.000072476905,0.000027379232,0.000090845904,0.0001109923,0.000008837224,0.0001144421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777937,0.00014105265,0.0006071209,0.00039136654,0.0006180043,0.000463065],"domain_scores_gemma":[0.9989148,0.00009078076,0.00022085047,0.0007030835,0.000005578014,0.000064929256],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00093968184,0.00019978247,0.0003069965,0.0009710543,0.00037611427,0.00003840669,0.00095392915,0.00013123367,0.00017121003],"category_scores_gemma":[0.000016505945,0.00020930245,0.00013528159,0.0008895293,0.0030061223,0.00051204814,0.00065624027,0.00016262196,0.000017610446],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015687818,0.000256228,0.96864176,0.000028808368,0.00009122941,0.0000018653625,0.002188022,0.0000016227735,0.000010360424,0.0022045758,0.00012511242,0.026434703],"study_design_scores_gemma":[0.00047941276,0.000025576044,0.9320645,0.00006539756,0.000030660052,4.7377839e-7,0.015423055,0.000014636812,0.000035808873,0.00091194507,0.050757118,0.00019145473],"about_ca_topic_score_codex":0.00032990787,"about_ca_topic_score_gemma":0.00026281233,"teacher_disagreement_score":0.050632004,"about_ca_system_score_codex":0.000046697925,"about_ca_system_score_gemma":0.000018436362,"threshold_uncertainty_score":0.9997071},"labels":[],"label_agreement":null}]}