{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"205669092d74","filters":{"venue":"Regional Sustainability"}},"results":[{"id":"W4226347296","doi":"10.1016/j.regsus.2022.03.001","title":"A bibliometric analysis of ecotourism: A safeguard strategy in protected areas","year":2022,"lang":"en","type":"article","venue":"Regional Sustainability","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","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":"Ecotourism; Tourism; Geography; Wildlife; Scopus; Environmental resource management; Bibliometrics; Visitor pattern; Indigenous; Environmental planning; China; Political science; Ecology; Library science; Environmental science","authors":[{"name":"Uswathul Hasana","is_ca":false},{"name":"Sampada Kumar Swain","is_ca":false},{"name":"Babu George","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03781984178337845,"gpt":0.358467764703448,"spread":0.3206479229200696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01542295,0.0007804969,0.001612377,0.2066205,0.002580769,0.008957384,0.001164222,0.001055551,0.004000349],"category_scores_gemma":[0.06302871,0.000312911,0.001588373,0.2293061,0.001725916,0.006732616,0.003609089,0.0006234641,0.0007967539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004851714,"about_ca_system_score_gemma":0.009618456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007394463,"about_ca_topic_score_gemma":0.00831968,"domain_scores_codex":[0.9787433,0.004545726,0.004541733,0.001625148,0.009866782,0.0006773438],"domain_scores_gemma":[0.938053,0.03203671,0.01195707,0.002656325,0.01409384,0.001203165],"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":[0.0002596772,0.0002741939,0.3455416,0.02313037,0.001387376,0.001014433,0.01497347,0.002592545,0.00406666,0.0309352,0.03194758,0.5438768],"study_design_scores_gemma":[0.00008948352,0.0004112068,0.7678242,0.007709363,0.002510977,0.001952854,0.03084367,0.01068516,0.004375442,0.02053393,0.1528209,0.0002428233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6915655,0.07145403,0.02816347,0.009556576,0.0009488456,0.003905571,0.05543174,0.001128107,0.1378463],"genre_scores_gemma":[0.9236496,0.02291325,0.03021994,0.0002641758,0.0005695831,0.001564928,0.01679399,0.00009078409,0.003933683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7933794,"threshold_uncertainty_score":0.08156538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405629193","doi":"10.1016/j.regsus.2024.100176","title":"Evolutionary characteristics of export trade network in the Arctic region","year":2024,"lang":"en","type":"article","venue":"Regional Sustainability","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Arctic; The arctic; International trade; Economic geography; Business; Geography; Oceanography; Geology","authors":[{"name":"Ma Xing","is_ca":false},{"name":"Wenli Qiang","is_ca":false},{"name":"Shijin Wang","is_ca":false},{"name":"Jiayi Liu","is_ca":false},{"name":"Arunima Malik","is_ca":false},{"name":"Mengyu Li","is_ca":false},{"name":"Xiang Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0294308492897552,"gpt":0.3207244860640882,"spread":0.291293636774333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003890199,0.0001580317,0.0001569303,0.002755263,0.000518824,0.0008682986,0.0002005059,0.0002357626,0.001374562],"category_scores_gemma":[0.002696261,0.00009021275,0.0002998372,0.002526573,0.0002823817,0.0009742169,0.0005044888,0.0001828574,0.0001762868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006146734,"about_ca_system_score_gemma":0.0003283472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01074094,"about_ca_topic_score_gemma":0.01050056,"domain_scores_codex":[0.999764,0.0000689665,0.00001908037,0.00006202497,0.00004390606,0.00004209221],"domain_scores_gemma":[0.998921,0.0003408765,0.000316666,0.0000562743,0.0002735672,0.00009167469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001309182,0.00004605011,0.9125832,0.00007503411,0.0001287813,0.0006866981,0.002195947,0.04739284,0.003179308,0.006006955,0.001635532,0.02593879],"study_design_scores_gemma":[0.000008152286,0.00004880445,0.8116041,0.00004930764,0.00008194561,0.0006099878,0.002874602,0.1729552,0.0008165903,0.004829524,0.006090758,0.00003114347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949464,0.00009767561,0.002173659,0.00006676384,0.000003330802,0.000006633775,0.0004703813,0.00001254272,0.002222675],"genre_scores_gemma":[0.9971625,0.0001213652,0.001226504,0.000008420827,0.000003806452,0.00001018223,0.0009185086,0.00000468501,0.0005440047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01074094,"threshold_uncertainty_score":0.02135682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288942348","doi":"10.1016/j.regsus.2022.07.005","title":"Transaction costs for collaboration in the watershed management of the Cuyahoga River Area of Concern","year":2022,"lang":"en","type":"article","venue":"Regional Sustainability","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Environmental planning; Government (linguistics); Watershed; Watershed management; Business; Environmental resource management; Geography; Environmental protection; Environmental science; Sociology","authors":[{"name":"Scott D. Hardy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01275618001644662,"gpt":0.2468930951093272,"spread":0.2341369150928806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01549137,0.0004129038,0.0005041538,0.002093984,0.005604084,0.009435964,0.001765891,0.001882703,0.0143059],"category_scores_gemma":[0.06588747,0.0004800888,0.0003851662,0.002035651,0.003431758,0.006842051,0.006853527,0.00193657,0.0005332474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009838571,"about_ca_system_score_gemma":0.01112762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351168,"about_ca_topic_score_gemma":0.01797229,"domain_scores_codex":[0.9655335,0.02272071,0.001351737,0.00145596,0.005304625,0.003633459],"domain_scores_gemma":[0.9007217,0.05975785,0.01862993,0.00325468,0.007575898,0.01005996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001541591,0.001492655,0.3342345,0.001312884,0.0005497903,0.007122112,0.08703809,0.02690915,0.003085216,0.1586812,0.02100495,0.3570279],"study_design_scores_gemma":[0.0003215909,0.002138844,0.3420382,0.001687246,0.0003683855,0.003724835,0.3371034,0.04497195,0.0013116,0.1181659,0.147735,0.0004329307],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8425603,0.001781652,0.01347772,0.01255462,0.0001771227,0.0005248286,0.0002136463,0.00007637703,0.1286338],"genre_scores_gemma":[0.9957085,0.0002430493,0.001837133,0.0001901616,0.00003628371,0.0001333062,0.00003885945,0.00001090214,0.001801724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01549137,"threshold_uncertainty_score":0.08192718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}