{"meta":{"query_hash":"bcec4f930735","filters":{"venue":"Biological Diversity"},"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/bcec4f930735","api":"https://metacan.xera.ac/api/v1/cohort?venue=Biological+Diversity"},"results":[{"id":"W4392716609","doi":"10.1002/bod2.12002","title":"Inaugural editorial: Biological Diversity","year":2024,"lang":"en","type":"article","venue":"Biological Diversity","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Environmental ethics; Political science; Library science; Geography; Computer science; Philosophy; Law","score_opus":0.06296527237901764,"score_gpt":0.21206027579475406,"score_spread":0.14909500341573642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392716609","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000032467568,0.007920238,0.00010528656,0.035967384,0.9514227,0.000021471462,0.00010741784,0.000051325685,0.0043718214],"genre_scores_gemma":[0.0006876049,0.0065257517,0.00010021934,0.024769355,0.94701266,0.000046612276,0.00013805572,0.00006432303,0.020655364],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946464,0.0011136518,0.00064849306,0.0008773663,0.0023012746,0.0004129133],"domain_scores_gemma":[0.97904265,0.006753744,0.0010009019,0.00081481476,0.0098736035,0.0025141998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005378131,0.003869448,0.0038444896,0.005926646,0.003750365,0.010440636,0.0038856983,0.009815873,0.048504144],"category_scores_gemma":[0.024331553,0.0011751424,0.0021419944,0.0026324338,0.004311514,0.0061696903,0.0030964538,0.014850402,0.034407403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018797733,0.000009349684,0.00004624487,0.00014945734,0.000006214645,0.0000371583,0.00001969022,0.000015801888,0.00003631162,0.0003898744,0.9943984,0.0048727007],"study_design_scores_gemma":[0.000013460346,0.000018245712,0.00032344228,0.00037898732,0.000008635003,0.00008498232,0.000041616986,0.00004379303,0.000029592959,0.0006780756,0.9983693,0.000009820845],"about_ca_topic_score_codex":0.0033614105,"about_ca_topic_score_gemma":0.0042947694,"teacher_disagreement_score":0.048504144,"about_ca_system_score_codex":0.004744808,"about_ca_system_score_gemma":0.0024116016,"threshold_uncertainty_score":0.1622625},"labels":[],"label_agreement":null},{"id":"W4394715460","doi":"10.1002/bod2.12004","title":"Linking plant functional traits to biodiversity under environmental change","year":2024,"lang":"en","type":"article","venue":"Biological Diversity","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Youth Innovation Promotion Association of the Chinese Academy of Sciences; Youth Innovation Promotion Association; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Biodiversity; Ecology; Ecosystem; Trait; Environmental change; Biology; Environmental resource management; Ecosystem services; Functional ecology; Adaptation (eye); Climate change; Environmental science; Computer science","score_opus":0.07773928286044962,"score_gpt":0.21632363678331615,"score_spread":0.13858435392286653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394715460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957624,0.00044856052,0.0021101094,0.000119466284,0.000008019565,0.0000045950883,0.000336171,0.000012545925,0.001198036],"genre_scores_gemma":[0.9995202,0.00006031715,0.00025692486,0.000012757073,0.0000043112495,0.0000021478302,0.00008866808,0.0000013640921,0.000053426367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997683,0.00008351089,0.0000151006625,0.00006399876,0.00003189885,0.000037072048],"domain_scores_gemma":[0.99880266,0.00047624327,0.00036231766,0.00007217242,0.00015108025,0.00013547475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007572146,0.00022291123,0.00018640465,0.0016330571,0.00028880406,0.0007477589,0.0002236555,0.00027269928,0.0010824885],"category_scores_gemma":[0.0014151798,0.0000789432,0.00022823189,0.0012254268,0.00050516706,0.00054613774,0.00053887395,0.00028729174,0.00007736956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000744381,0.00004336813,0.9664847,0.00008632484,0.00036891294,0.00010402303,0.00018661412,0.0054611717,0.008766738,0.0010198978,0.00015528014,0.017248482],"study_design_scores_gemma":[9.479459e-7,0.00003027267,0.99462694,0.000007911111,0.000028439303,0.00008395045,0.00012642215,0.003258327,0.00040292257,0.0011660536,0.00026153342,0.0000063285993],"about_ca_topic_score_codex":0.0014832279,"about_ca_topic_score_gemma":0.0021302304,"teacher_disagreement_score":0.0016330571,"about_ca_system_score_codex":0.00034916404,"about_ca_system_score_gemma":0.00012810552,"threshold_uncertainty_score":0.0040045977},"labels":[],"label_agreement":null},{"id":"W4400352779","doi":"10.1002/bod2.12015","title":"Converting farmlands to forests or forests to farmlands?","year":2024,"lang":"en","type":"article","venue":"Biological Diversity","topic":"Forest, Soil, and Plant Ecology in China","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Desertification; Geography; Afforestation; Population; Wetland; China; Agroforestry; Environmental protection; Wildlife; Environmental science; Ecology; Forestry","score_opus":0.09984066742413257,"score_gpt":0.3451664697239091,"score_spread":0.24532580229977652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400352779","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1657643,0.08316165,0.008346221,0.29220212,0.0070966724,0.00011264954,0.0009718585,0.00026412486,0.44208035],"genre_scores_gemma":[0.8458353,0.056435887,0.002760482,0.041411545,0.0021669245,0.00007096786,0.00054644904,0.00007498674,0.0506973],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997489,0.000057531808,0.000006877285,0.000039878,0.000044083285,0.00010267124],"domain_scores_gemma":[0.9997564,0.000038906437,0.000023856333,0.000020733742,0.00004751435,0.00011262902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005892453,0.0001692798,0.000167435,0.00038565972,0.0008037818,0.0023446076,0.0006149169,0.00078645954,0.015524163],"category_scores_gemma":[0.0013005474,0.000083320745,0.00013054567,0.0006328425,0.002735231,0.003473319,0.00084443233,0.0010858088,0.0014769582],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000664786,0.00016164557,0.025920633,0.0005556808,0.000023319699,0.0009283343,0.005206453,0.00045243787,0.0013950176,0.2649924,0.19392037,0.5063773],"study_design_scores_gemma":[0.000020165278,0.000060086364,0.0465066,0.0010466853,0.00001607621,0.0007510699,0.011265394,0.0005097881,0.00059004634,0.11161999,0.8275914,0.000022741338],"about_ca_topic_score_codex":0.012181079,"about_ca_topic_score_gemma":0.029118838,"teacher_disagreement_score":0.015524163,"about_ca_system_score_codex":0.0016209726,"about_ca_system_score_gemma":0.0016351653,"threshold_uncertainty_score":0.051933467},"labels":[],"label_agreement":null},{"id":"W4404631049","doi":"10.1002/bod2.12022","title":"Botanic gardens are vital for delivering the Kunming‐Montreal global biodiversity framework","year":2024,"lang":"en","type":"article","venue":"Biological Diversity","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Geography; Environmental resource management; Environmental planning; Environmental science; Ecology; Biology","score_opus":0.07910049160792883,"score_gpt":0.30733576714445676,"score_spread":0.22823527553652795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404631049","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020526305,0.016718118,0.007279398,0.23406988,0.028262157,0.00060767576,0.009606244,0.0056857443,0.69571817],"genre_scores_gemma":[0.03145825,0.013684874,0.018514821,0.051640894,0.00353374,0.0004918583,0.00521214,0.0040513678,0.87141216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99586296,0.0004899215,0.00009841518,0.0005438378,0.0023100192,0.0006948474],"domain_scores_gemma":[0.984971,0.0009869826,0.0005807846,0.0013957239,0.003779214,0.008286368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005045572,0.0012738802,0.0012042617,0.0017741515,0.007901571,0.011820531,0.0028212657,0.0031499683,0.26493603],"category_scores_gemma":[0.01212207,0.0007520531,0.0004643095,0.0022244228,0.0040094154,0.0057107243,0.007276774,0.00885142,0.10290665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015220436,0.00002588061,0.0003123309,0.00006944417,0.000004252782,0.0001380895,0.0003658226,0.00007974025,0.0003249831,0.012897198,0.940967,0.044800084],"study_design_scores_gemma":[0.0000022056515,0.0000014339354,0.0002761164,0.000028002749,4.496751e-7,0.000008752903,0.00006375594,0.000011708715,0.000012693544,0.0005104426,0.99908006,0.000004381478],"about_ca_topic_score_codex":0.21779166,"about_ca_topic_score_gemma":0.47861317,"teacher_disagreement_score":0.26493603,"about_ca_system_score_codex":0.012768368,"about_ca_system_score_gemma":0.042262524,"threshold_uncertainty_score":0.8862993},"labels":[],"label_agreement":null},{"id":"W4405689449","doi":"10.1002/bod2.12029","title":"Building national parks to protect key ecosystems in China","year":2024,"lang":"en","type":"article","venue":"Biological Diversity","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Key (lock); China; Ecosystem; Environmental resource management; Environmental planning; Environmental protection; Business; Geography; Environmental science; Ecology; Computer science; Computer security; Archaeology; Biology","score_opus":0.025054129949549243,"score_gpt":0.23459472014827637,"score_spread":0.20954059019872712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405689449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.657069,0.023430351,0.030055523,0.01666247,0.0020509616,0.0031423494,0.004146161,0.0022122667,0.2612309],"genre_scores_gemma":[0.92094296,0.008275608,0.028033642,0.0023842342,0.00020360116,0.0014016436,0.003885652,0.00010649565,0.034765996],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999443,0.00010267312,0.000042396994,0.00006435949,0.00012498994,0.00022261645],"domain_scores_gemma":[0.9992612,0.00003749252,0.00006776379,0.00006122404,0.00012559806,0.00044676103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013607776,0.00047860583,0.00021404504,0.0015969017,0.0028811907,0.0013367146,0.00147411,0.000501255,0.0071325903],"category_scores_gemma":[0.0009384807,0.0002463688,0.00030679425,0.0017111991,0.00068405236,0.001644055,0.0034478747,0.00061685836,0.0004961771],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001747487,0.00034392954,0.1221536,0.0026004391,0.00009833759,0.0030283916,0.006948499,0.004684606,0.006445645,0.051781256,0.09326907,0.70847154],"study_design_scores_gemma":[0.00013908498,0.00023597656,0.30656958,0.00079297036,0.00010424328,0.0011824906,0.0051586083,0.0055789296,0.0014576461,0.010468926,0.66819626,0.0001152658],"about_ca_topic_score_codex":0.032382477,"about_ca_topic_score_gemma":0.07772981,"teacher_disagreement_score":0.032382477,"about_ca_system_score_codex":0.0024697292,"about_ca_system_score_gemma":0.015538717,"threshold_uncertainty_score":0.06438798},"labels":[],"label_agreement":null}]}