{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"89d604a757a5","filters":{"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Suzanne Chew","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008566403845777204,"gpt":0.2882861779748655,"spread":0.2797197741290883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01300744,0.0004417264,0.0005842839,0.002837774,0.01364999,0.01357191,0.001656405,0.004598905,0.002550012],"category_scores_gemma":[0.01448671,0.0003507927,0.0004030406,0.002056189,0.07716433,0.01798617,0.01598202,0.00523275,0.0002400056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006655785,"about_ca_system_score_gemma":0.005848411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009335824,"about_ca_topic_score_gemma":0.008751885,"domain_scores_codex":[0.9843226,0.01212477,0.0003465681,0.0006808469,0.001563913,0.0009611883],"domain_scores_gemma":[0.9841906,0.01277426,0.00129256,0.0004907404,0.0006065316,0.0006452777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001204073,0.00001780407,0.0006066902,0.0001291719,0.000006211805,0.0004878925,0.6294684,0.00008702159,0.0001750594,0.3591467,0.0005235351,0.009339496],"study_design_scores_gemma":[0.000008986476,0.00004171616,0.001944249,0.0009759689,0.00002445911,0.0006176527,0.6034735,0.000468581,0.0004242928,0.3279901,0.06397364,0.00005685871],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3090244,0.03223949,0.04306726,0.1514015,0.001340754,0.0001486744,0.00005001137,0.00006665764,0.4626612],"genre_scores_gemma":[0.9865848,0.004665826,0.002772062,0.00180561,0.0002513855,0.00008176032,0.00001084702,0.00002423175,0.003803523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01364999,"threshold_uncertainty_score":0.06879067,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Politics; Relation (database); Human geography; Period (music); Climate change; Field (mathematics); Political geography","authors":[{"name":"Max Ritts","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01384494927052967,"gpt":0.2802930636295178,"spread":0.2664481143589882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004310501,0.00051138,0.0004949798,0.01222473,0.002106473,0.0105669,0.001084982,0.001686202,0.01321314],"category_scores_gemma":[0.02346144,0.0005925761,0.0004539971,0.02644562,0.009802293,0.02228526,0.005232702,0.002648834,0.001504562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003789491,"about_ca_system_score_gemma":0.004186693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007598742,"about_ca_topic_score_gemma":0.009524528,"domain_scores_codex":[0.9951539,0.002553108,0.0003891468,0.0006111371,0.001148427,0.0001442554],"domain_scores_gemma":[0.9766653,0.01647212,0.001962186,0.002688348,0.00193655,0.0002756252],"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":[0.000006985131,0.00000373426,0.001396398,0.0004639085,0.00001766417,0.0001316912,0.002946213,0.0006654497,0.0001213327,0.9360508,0.01380992,0.04438598],"study_design_scores_gemma":[0.000002791673,0.000008095512,0.002939061,0.001796432,0.00001939858,0.0004016155,0.004928318,0.0008371096,0.0002601292,0.2859211,0.7028613,0.00002466983],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02939862,0.1245625,0.2342241,0.1181565,0.005510205,0.00032466,0.01372202,0.0009198409,0.4731815],"genre_scores_gemma":[0.6262487,0.2011336,0.09954438,0.007970435,0.005345407,0.0004531583,0.01287341,0.0008013031,0.04562958],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01321314,"threshold_uncertainty_score":0.04420239,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Charles Mather","is_ca":true},{"name":"Sarah J. Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003859506011517078,"gpt":0.1846654284418188,"spread":0.1808059224303017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005520818,0.0001756809,0.0002638019,0.0008550297,0.003560096,0.00545353,0.0004773288,0.002253582,0.001056622],"category_scores_gemma":[0.004332378,0.0001535797,0.0001757137,0.0008653009,0.06165608,0.003710082,0.003384914,0.002160392,0.0001285465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002137367,"about_ca_system_score_gemma":0.00158785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001845145,"about_ca_topic_score_gemma":0.003270205,"domain_scores_codex":[0.9918434,0.006455457,0.0001456664,0.0003919254,0.0007366028,0.0004268758],"domain_scores_gemma":[0.9953555,0.003127033,0.0007187582,0.0003210831,0.0002873473,0.0001902774],"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":[0.00002474683,0.00001297509,0.002946701,0.00006337098,0.000005392552,0.000137465,0.02235807,0.000192683,0.0006231793,0.9596114,0.0007985166,0.01322554],"study_design_scores_gemma":[0.000007784558,0.00007657072,0.01284397,0.000530781,0.00001663906,0.0006996872,0.04251208,0.0004920097,0.001339553,0.6864849,0.2549636,0.00003247063],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4803005,0.02250453,0.03450129,0.08844562,0.0006492446,0.00002238526,0.00003759674,0.00004137227,0.3734975],"genre_scores_gemma":[0.9908537,0.002459705,0.001686446,0.002064493,0.0001362031,0.00001006526,0.000004364323,0.00001167246,0.002773402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005520818,"threshold_uncertainty_score":0.02919722,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Guillaume Proulx","is_ca":true},{"name":"Hugo Asselin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0134249542495043,"gpt":0.3461308509087944,"spread":0.3327058966592901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00818681,0.001676049,0.0008568607,0.006336468,0.004204967,0.01161938,0.002866526,0.002406497,0.005604411],"category_scores_gemma":[0.0109106,0.0007552883,0.001937894,0.004352849,0.01300363,0.01071462,0.006539574,0.00346218,0.0006135034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006756385,"about_ca_system_score_gemma":0.005320957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03026493,"about_ca_topic_score_gemma":0.03576117,"domain_scores_codex":[0.994539,0.003689274,0.0003758576,0.000468241,0.000634769,0.0002929226],"domain_scores_gemma":[0.9955032,0.002836445,0.0004026416,0.0003345116,0.0005592071,0.0003639552],"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":[0.000008119059,0.00001994575,0.001036011,0.0001155999,0.00001988696,0.0003152114,0.007955561,0.005482031,0.0002128604,0.9682357,0.001863746,0.01473534],"study_design_scores_gemma":[0.00001127007,0.00002212497,0.001428817,0.0005438232,0.00003282428,0.000444214,0.01588347,0.02972482,0.0002677134,0.8466889,0.1048939,0.0000581321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01355554,0.001334247,0.9064199,0.007914002,0.0001768515,0.0004288732,0.0004545831,0.0003324674,0.06938358],"genre_scores_gemma":[0.2583669,0.0014343,0.7315748,0.0004397758,0.00009907072,0.0008457954,0.0003338959,0.0001367703,0.006768561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03026493,"threshold_uncertainty_score":0.06017751,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Aisling Rayne","is_ca":false},{"name":"Marc Tadaki","is_ca":false},{"name":"Sarah L. Crowley","is_ca":false},{"name":"Alexis Farr","is_ca":false},{"name":"Leah Gibbs","is_ca":false},{"name":"Jane Kitson","is_ca":false},{"name":"Rata Pryor Rodgers","is_ca":false},{"name":"Nicholas J. Reo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006152947308305307,"gpt":0.2326001845660928,"spread":0.2264472372577875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01223597,0.0003531772,0.0004052178,0.001047147,0.01712201,0.008096602,0.001019179,0.002405251,0.003214896],"category_scores_gemma":[0.00872674,0.0002231298,0.0003938246,0.0007032573,0.05332121,0.01341928,0.01309928,0.003445485,0.0003043599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002512871,"about_ca_system_score_gemma":0.002067514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002965591,"about_ca_topic_score_gemma":0.01011821,"domain_scores_codex":[0.991626,0.005916976,0.0001668325,0.0007910222,0.0006548973,0.0008442979],"domain_scores_gemma":[0.9951419,0.002024243,0.000551732,0.0008839295,0.0004829143,0.0009152784],"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":[0.0000292938,0.00003439482,0.004210343,0.00006051315,0.00001160006,0.0007435075,0.2668424,0.000257617,0.001509331,0.7027795,0.00114773,0.02237367],"study_design_scores_gemma":[0.00001256446,0.0001270077,0.005871282,0.0003072651,0.00004517098,0.001348368,0.3954957,0.0008633955,0.001587232,0.3721317,0.2221149,0.0000953937],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5354144,0.001114225,0.02744556,0.01359235,0.0003773915,0.00006244477,0.00001559179,0.00006727612,0.4219106],"genre_scores_gemma":[0.9920691,0.0002157981,0.002577703,0.0005148774,0.00002263024,0.00001422131,0.000006297995,0.00002451939,0.004554925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01712201,"threshold_uncertainty_score":0.06471074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}