{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"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":"8cc37164972e","filters":{"venue":"Perspectives in Ecology and Conservation"}},"results":[{"id":"W4361305933","doi":"10.1016/j.pecon.2023.03.002","title":"Biological invasions are as costly as natural hazards","year":2023,"lang":"en","type":"article","venue":"Perspectives in Ecology and Conservation","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":104,"is_retracted":false,"has_abstract":true,"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; AXA Research Fund; Agence Nationale de la Recherche; Leverhulme Trust; Biodiversa+","keywords":"Natural hazard; Natural (archaeology); Biological hazard; Leverage (statistics); Natural resource economics; Environmental resource management; Environmental science; Ecology; Biology; Geography; Economics; Computer science; Meteorology","authors":[{"name":"Anna J. Turbelin","is_ca":false},{"name":"Ross N. Cuthbert","is_ca":false},{"name":"Franz Essl","is_ca":false},{"name":"Phillip J. Haubrock","is_ca":false},{"name":"Anthony Ricciardi","is_ca":true},{"name":"Franck Courchamp","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06634532269853509,"gpt":0.2959651626646717,"spread":0.2296198399661366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001719271,0.00007466118,0.0000968087,0.00003492627,0.0001561376,0.00001402629,0.00007271204,0.0000979734,0.009503615],"category_scores_gemma":[0.0004644883,0.0000669588,0.00002197622,0.0003333451,0.0003442619,0.0001026516,0.0001159754,0.0001246414,0.001676406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594291,"about_ca_system_score_gemma":0.00001167943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002520051,"about_ca_topic_score_gemma":0.002613446,"domain_scores_codex":[0.9993423,0.00007296884,0.00009845267,0.0002385615,0.00007013224,0.0001775362],"domain_scores_gemma":[0.9996998,0.000135015,0.00004193779,0.00007229036,0.00001323496,0.00003767278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004123017,0.00006176968,0.9753293,0.000001499151,0.000005292701,0.00002058447,0.001114234,0.0000035109,0.001432687,0.0167116,0.004846845,0.0004314611],"study_design_scores_gemma":[0.0002681913,0.00005913447,0.9676045,0.000002791375,0.000002412687,0.00001421344,0.02415795,0.000187946,0.00007675371,0.004035289,0.00350994,0.00008083447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761125,0.00007212219,8.544853e-7,0.01177121,0.0001268742,0.0001297308,0.00001029029,0.00006427294,0.01171208],"genre_scores_gemma":[0.9972639,0.0004992296,0.000007991039,0.001489584,0.00001184614,0.00004227218,0.00004003963,0.000003094445,0.000642026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02304371,"threshold_uncertainty_score":0.9991009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990020863","doi":"10.1016/j.pecon.2019.11.001","title":"Towards an applied metaecology","year":2019,"lang":"en","type":"article","venue":"Perspectives in Ecology and Conservation","topic":"Ecosystem dynamics and resilience","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; Memorial University of Newfoundland; McGill University","funders":"Universidade de São Paulo; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Academy of Finland; Fundação de Amparo à Pesquisa do Estado de São Paulo; Labex OT-Med; Agence Nationale de la Recherche; National Science Foundation","keywords":"Interdependence; Social connectedness; Context (archaeology); Environmental resource management; Action (physics); Risk analysis (engineering); Computer science; Work (physics); Ecological systems theory; Conceptual framework; Environmental change; Management science; Ecology; Environmental planning; Climate change; Business; Geography; Engineering; Political science; Environmental science; Sociology","authors":[{"name":"Luís Schiesari","is_ca":false},{"name":"Miguel G. Matias","is_ca":false},{"name":"Paulo Inácio Prado","is_ca":false},{"name":"Mathew A. Leibold","is_ca":false},{"name":"Cécile H. Albert","is_ca":true},{"name":"Jennifer G. Howeth","is_ca":false},{"name":"Shawn Leroux","is_ca":true},{"name":"Renata Pardini","is_ca":false},{"name":"Tadeu Siqueira","is_ca":false},{"name":"Pedro H. S. Brancalion","is_ca":false},{"name":"Mar Cabeza","is_ca":false},{"name":"Renato Mendes Coutinho","is_ca":false},{"name":"José Alexandre Felizola Diniz‐Filho","is_ca":false},{"name":"Bertrand Fournier","is_ca":true},{"name":"Daniel J. G. Lahr","is_ca":false},{"name":"Thomas M. Lewinsohn","is_ca":false},{"name":"Ayana de Brito Martins","is_ca":false},{"name":"Carla Morsello","is_ca":false},{"name":"Pedro R. Peres‐Neto","is_ca":true},{"name":"Valério D. Pillar","is_ca":false},{"name":"Diego P. Vázquez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006392853405833675,"gpt":0.2304139535705255,"spread":0.2240211001646918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002351201,0.00006348042,0.0001137854,0.00003564622,0.00005088525,0.000007887358,0.00008424679,0.00008358396,0.0008451177],"category_scores_gemma":[0.00001908382,0.00005862793,0.00001004806,0.0001049735,0.0001368769,0.0001305711,0.00006029199,0.0000802842,0.0001292949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008687,"about_ca_system_score_gemma":0.00001215925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002501689,"about_ca_topic_score_gemma":0.004694958,"domain_scores_codex":[0.999384,0.00005670917,0.0001052955,0.0002725178,0.00004625629,0.0001351973],"domain_scores_gemma":[0.9997693,0.0000480446,0.00004197299,0.0001075849,0.000005673967,0.00002744597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002214863,0.00007109631,0.9495987,0.000003535446,0.000004406845,0.000001604145,0.001649254,0.0003607527,0.002331844,0.04475698,0.00001032137,0.001189351],"study_design_scores_gemma":[0.0002688909,0.00008197315,0.9787425,9.377035e-7,0.000003008944,0.000005650735,0.002171724,0.01102661,0.00003381338,0.00743959,0.0001499776,0.00007534231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629568,0.0000224651,0.00004664149,0.0009629174,0.00009344534,0.000211186,7.66285e-7,0.00001295107,0.03569276],"genre_scores_gemma":[0.9988796,0.00002858772,0.0004537207,0.0003707254,0.000006800113,0.00002634731,0.000002238147,0.000003687901,0.0002283565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03731738,"threshold_uncertainty_score":0.9253446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3194711679","doi":"10.1016/j.pecon.2021.07.005","title":"Combined impacts of climate and land use change and the future restructuring of Neotropical bat biodiversity","year":2021,"lang":"en","type":"article","venue":"Perspectives in Ecology and Conservation","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Universidade Estadual de Campinas; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Biological dispersal; Biodiversity; Generalist and specialist species; Ecology; Habitat; Climate change; Geography; Land use, land-use change and forestry; Habitat fragmentation; Trophic level; Range (aeronautics); Land use; Biology","authors":[{"name":"Fernando Gonçalves","is_ca":false},{"name":"Lílian P. Sales","is_ca":true},{"name":"Mauro Galetti","is_ca":false},{"name":"Mathias M. Pires","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02498976280485934,"gpt":0.2363866787714794,"spread":0.21139691596662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008628402,0.00004392307,0.0001061708,0.00001429854,0.00006897555,0.000007975841,0.00002300035,0.00004866562,0.000339526],"category_scores_gemma":[0.00006676418,0.00003407775,0.00001034215,0.00007509312,0.0005347301,0.0001118259,0.0001103871,0.00005181255,6.397342e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003755258,"about_ca_system_score_gemma":0.000003362291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003990995,"about_ca_topic_score_gemma":0.004324558,"domain_scores_codex":[0.9996272,0.00007162163,0.00007720003,0.0001111158,0.00003826097,0.00007461216],"domain_scores_gemma":[0.9997596,0.00010301,0.00005163271,0.00005242652,0.00001446838,0.00001887141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001626268,0.00002116683,0.9916397,0.00001200026,0.000005558366,0.000002169774,0.002300387,1.998717e-7,0.0003027759,0.005387801,0.0000195145,0.0001460661],"study_design_scores_gemma":[0.001091552,0.0000348865,0.9893087,0.000004080195,0.00001028585,0.000007563121,0.008854896,0.00005705771,0.000143283,0.0003885744,0.00006647351,0.00003267945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949185,0.0002962423,5.151329e-7,0.004510785,0.0000327446,0.00008638494,0.00002848202,0.000002874847,0.0001234748],"genre_scores_gemma":[0.9956143,0.004147436,0.0000228706,0.0001950764,0.00000582145,0.00000276069,0.000007715841,8.698283e-7,0.000003082086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006554509,"threshold_uncertainty_score":0.3717572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2909625249","doi":"10.1016/j.pecon.2018.12.004","title":"Geographic bias in the media reporting of aquatic versus terrestrial human predator conflicts and its conservation implications","year":2019,"lang":"en","type":"article","venue":"Perspectives in Ecology and Conservation","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Predator; Documentation; Perception; Geography; Apex predator; Environmental resource management; Predation; Media coverage; Ecology; Biology; Sociology","authors":[{"name":"Hugo Bornatowski","is_ca":false},{"name":"Nigel E. Hussey","is_ca":true},{"name":"Cláudio Luís Santos Sampaio","is_ca":false},{"name":"Rodrigo Barreto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06066371076552949,"gpt":0.306423916375813,"spread":0.2457602056102835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009344735,0.00007350116,0.0001618591,0.00007722281,0.00007369734,0.000005055572,0.0000823138,0.0001247651,0.00007357078],"category_scores_gemma":[0.001277752,0.00006178317,0.00001487678,0.0001721175,0.0003240172,0.0001186991,0.0000623885,0.0001334173,0.000006112671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003145548,"about_ca_system_score_gemma":0.00001731812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284212,"about_ca_topic_score_gemma":0.01516412,"domain_scores_codex":[0.9989513,0.0002293965,0.0004237584,0.0002254451,0.00004653763,0.0001235671],"domain_scores_gemma":[0.9987622,0.0007482679,0.0003499009,0.0001147092,0.00001060734,0.00001426193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001001985,0.00005017119,0.9843203,0.000003953234,0.000007927935,0.000001022964,0.0031577,0.000006794826,0.002321729,0.009902166,0.0000151992,0.0001128605],"study_design_scores_gemma":[0.001043678,0.0001481184,0.992671,0.000004610397,0.00001172566,0.000008813869,0.001820609,0.000543303,0.00004206392,0.003559674,0.0000869635,0.00005950969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950806,0.00006374878,0.000001840106,0.003384543,0.0001011606,0.0003869851,0.000001650542,0.000006686033,0.0009727909],"genre_scores_gemma":[0.9995621,0.00005296635,0.00003918041,0.0002478233,0.00001278203,0.00004888575,0.00001611541,0.000002641307,0.00001749566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01387991,"threshold_uncertainty_score":0.8461937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3153212773","doi":"10.1016/j.pecon.2021.03.001","title":"Combining DNA and people power for healthy rivers: Implementing the STREAM community-based approach for global freshwater monitoring","year":2021,"lang":"en","type":"article","venue":"Perspectives in Ecology and Conservation","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"World Wildlife Fund Canada; Environment and Climate Change Canada; University of New Brunswick; University of Guelph","funders":"Environment and Climate Change Canada; Government of Canada; Ontario Genomics Institute; Genome Canada","keywords":"Stewardship (theology); Biodiversity; Environmental resource management; Environmental DNA; Environmental monitoring; Outreach; Watershed; Citizen science; Freshwater ecosystem; Scale (ratio); Ecosystem; Environmental science; Geography; Ecology; Computer science; Biology; Cartography; Environmental engineering","authors":[{"name":"Chloe V. Robinson","is_ca":true},{"name":"Donald J. Baird","is_ca":true},{"name":"Michael Wright","is_ca":true},{"name":"Teresita M. Porter","is_ca":true},{"name":"Kat Hartwig","is_ca":false},{"name":"E. Hendriks","is_ca":true},{"name":"Laura Maclean","is_ca":true},{"name":"R. Mallinson","is_ca":false},{"name":"Wendy A. Monk","is_ca":true},{"name":"Catherine Paquette","is_ca":true},{"name":"Mehrdad Hajibabaei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0295933441906538,"gpt":0.2748154873965627,"spread":0.2452221432059089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003532041,0.00008066092,0.0001067263,0.00001122084,0.0008750422,0.0000199613,0.00006876666,0.00004604997,0.00001583635],"category_scores_gemma":[0.00006815104,0.00007461813,0.00002162281,0.0000684792,0.0002733632,0.000100853,0.000202451,0.00008998033,5.727042e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002066973,"about_ca_system_score_gemma":0.000005654856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003207657,"about_ca_topic_score_gemma":0.002911268,"domain_scores_codex":[0.9993375,0.0001250517,0.00009981218,0.0001950498,0.00005075206,0.0001918619],"domain_scores_gemma":[0.9994743,0.0003547424,0.00005201861,0.0000877241,0.00001097264,0.00002026554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005482398,0.0001093192,0.9921138,0.00001638428,0.00001826103,2.720511e-7,0.006704492,0.00006912365,0.0002504649,0.0003619103,0.0001044105,0.0001967022],"study_design_scores_gemma":[0.0009666593,0.0001351505,0.9372321,0.000003658138,0.00001739379,0.000001775685,0.05893849,0.0009008711,0.00025308,0.001101014,0.0003738164,0.00007603211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962416,0.00008865564,0.000727374,0.002212649,0.00005143306,0.0003844704,0.00004777028,0.000009361836,0.0002367437],"genre_scores_gemma":[0.9858596,0.00003450321,0.01351291,0.0004520825,0.000008316829,0.00008577565,0.00002978088,0.00000319755,0.00001383523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05488178,"threshold_uncertainty_score":0.6730206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283713342","doi":"10.1016/j.pecon.2022.05.003","title":"Sailing into the past: Nautical charts reveal changes over 160 years in the largest reef complex in the South Atlantic Ocean","year":2022,"lang":"en","type":"article","venue":"Perspectives in Ecology and Conservation","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Instituto Serrapilheira; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Reef; Coral reef; Seascape; Environmental issues with coral reefs; Oceanography; Deforestation (computer science); Fringing reef; Marine ecosystem; Geography; Seagrass; Fishery; Ecosystem; Ecology; Geology; Habitat; Biology","authors":[{"name":"Carine O. Fogliarini","is_ca":false},{"name":"Guilherme Ortigara Longo","is_ca":false},{"name":"Ronaldo B. Francini‐Filho","is_ca":false},{"name":"Loren McClenachan","is_ca":true},{"name":"Mariana G. Bender","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02152066146407275,"gpt":0.2449522456345792,"spread":0.2234315841705065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000936652,0.00006535951,0.00009576802,0.0000331977,0.0002729569,0.00001312387,0.000164348,0.00002478347,0.0001315047],"category_scores_gemma":[0.00006948387,0.00003960047,0.0000126733,0.0002255746,0.0001909946,0.00004637765,0.0002389642,0.0002466289,0.000004907297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009124925,"about_ca_system_score_gemma":0.00000559654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353029,"about_ca_topic_score_gemma":0.03573093,"domain_scores_codex":[0.9990471,0.0004058648,0.0001132796,0.0001780643,0.0001076012,0.0001481113],"domain_scores_gemma":[0.9995391,0.000308437,0.00004203315,0.0001004109,0.000003119872,0.000006939284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002352198,0.0000573778,0.941227,0.000002968272,0.000003016537,0.00001131445,0.05634036,0.00001040628,0.00001692728,0.00146023,0.0006211497,0.000225704],"study_design_scores_gemma":[0.0002214298,0.00006559036,0.9508345,0.000002668225,0.000004325024,0.00001053749,0.04412963,0.0007960857,1.580632e-7,0.001930995,0.001954767,0.00004929373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685284,0.00008452255,5.576925e-7,0.03064268,0.00005216302,0.0002849242,0.000001882761,0.0000048516,0.0004000267],"genre_scores_gemma":[0.9982304,0.00003065937,0.00000794868,0.001554464,0.00003228549,0.00007349878,0.000004624594,0.000002608678,0.00006352851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0343779,"threshold_uncertainty_score":0.9818645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323034283","doi":"10.1016/j.pecon.2023.02.001","title":"Habitat protection and restoration: Win–win opportunities for migratory birds in the Northern Andes","year":2023,"lang":"en","type":"article","venue":"Perspectives in Ecology and Conservation","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Western University; Carleton University; Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Geography; Species richness; Habitat; Biodiversity; Indigenous; Forest protection; Restoration ecology; Forest restoration; Agroforestry; Protected area; Livelihood; Ecology; Sustainability; Environmental resource management; Environmental protection; Environmental planning; Forest management; Forestry; Forest ecology; Biology; Ecosystem; Agriculture","authors":[{"name":"Ana M. González","is_ca":true},{"name":"Néstor Espejo","is_ca":false},{"name":"Dolors Armenteras","is_ca":false},{"name":"Keith A. Hobson","is_ca":true},{"name":"Kevin J. Kardynal","is_ca":true},{"name":"Greg W. Mitchell","is_ca":true},{"name":"Nancy A. Mahony","is_ca":true},{"name":"Christine A. Bishop","is_ca":true},{"name":"Pablo José Negret","is_ca":false},{"name":"Scott Wilson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09537502926879277,"gpt":0.2818031074446137,"spread":0.1864280781758209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004033163,0.00005754107,0.00006423547,0.00005483512,0.0001531444,0.00002061328,0.00003912983,0.00005737426,0.0001593642],"category_scores_gemma":[0.0001087002,0.0000487708,0.00001033711,0.0001977077,0.0002506262,0.0001604849,0.00002279949,0.00006074507,0.000009113017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001534908,"about_ca_system_score_gemma":0.00001090809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002133911,"about_ca_topic_score_gemma":0.05073278,"domain_scores_codex":[0.9995197,0.00008991614,0.00009671087,0.0001339396,0.0000541851,0.0001055661],"domain_scores_gemma":[0.9997731,0.0001094142,0.00003559872,0.00005449872,0.00001392252,0.00001339736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005751536,0.00004656701,0.9819482,0.00001088993,0.00000320093,0.000003117347,0.01077658,0.00001098501,0.0004879303,0.003872411,0.00127977,0.00150282],"study_design_scores_gemma":[0.0002794874,0.00007413975,0.877114,0.000003082803,0.000002639683,0.00000365669,0.1183463,0.0004830055,0.00001786137,0.00173475,0.001889901,0.0000512054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824547,0.000074034,0.00001634324,0.01620276,0.0000433584,0.0003614825,0.00001031258,0.00002233266,0.0008147302],"genre_scores_gemma":[0.9989439,0.0002168262,0.000008154192,0.0003902137,0.00001361346,0.0002861857,0.00001921409,0.000003300889,0.0001185499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1075697,"threshold_uncertainty_score":0.9665889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361246608","doi":"10.1016/j.pecon.2023.03.001","title":"Taxonomic, phylogenetic and functional responses of plant communities in different life-stages to forest cover loss","year":2023,"lang":"en","type":"article","venue":"Perspectives in Ecology and Conservation","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universidade Estadual de Santa Cruz; Fundação de Amparo à Pesquisa do Estado da Bahia; Beijing Council of Science and Technology; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Carleton University","keywords":"Species richness; Biodiversity; Phylogenetic diversity; Ecology; Phylogenetic tree; Biology; Habitat","authors":[{"name":"Larissa Rocha‐Santos","is_ca":false},{"name":"Deborah Faria","is_ca":false},{"name":"Eduardo Mariano‐Neto","is_ca":false},{"name":"Edyla Ribeiro de Andrade","is_ca":false},{"name":"Jamille A. Bomfim","is_ca":false},{"name":"Daniela Custódio Talora","is_ca":false},{"name":"Michaele S. Pessoa","is_ca":false},{"name":"Eliana Cazetta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02737379800627061,"gpt":0.2448088474618338,"spread":0.2174350494555632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002004326,0.00006608192,0.0001271896,0.0001202815,0.00008916412,0.0000037354,0.00003496709,0.00005205496,0.0000779236],"category_scores_gemma":[0.0001391316,0.00006317979,0.000008451935,0.0001110228,0.0004102977,0.00005244595,0.0001139426,0.00007084203,0.00001059004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005814594,"about_ca_system_score_gemma":0.000009795875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002137108,"about_ca_topic_score_gemma":0.02885759,"domain_scores_codex":[0.9994767,0.0001227941,0.0001359348,0.0001240614,0.0000334813,0.0001070645],"domain_scores_gemma":[0.9992081,0.0006698159,0.00004133278,0.00005332695,0.00000781054,0.00001959343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000182967,0.00004814078,0.9886682,0.000007020975,0.00001088504,0.00000193918,0.004566563,0.00332847,0.0001367491,0.002870255,0.0001394545,0.00003936763],"study_design_scores_gemma":[0.0003730262,0.00009140663,0.9859751,0.000006214781,0.000003883858,0.000002005193,0.006871166,0.003929127,0.00001159449,0.00261507,0.0000615652,0.00005988192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970557,0.00006481038,0.0000319796,0.002464452,0.00004273865,0.0001594476,0.00001915677,0.000007684989,0.0001540199],"genre_scores_gemma":[0.9990777,0.0003844687,0.00004832105,0.0002561297,0.000005084734,0.00007067653,0.00001131548,0.000002690072,0.0001435944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02864387,"threshold_uncertainty_score":0.9888632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972753572","doi":"10.1016/j.pecon.2019.08.002","title":"Beyond canaries in coal mines: Co-occurrence of Andean mining concessions and migratory birds","year":2019,"lang":"en","type":"article","venue":"Perspectives in Ecology and Conservation","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; Carleton University; University of Northern British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Liber Ero Foundation; Arkansas Biosciences Institute; Microsoft Research; Leon Levy Foundation; National Science Foundation; Microsoft; National Aeronautics and Space Administration","keywords":"Geography; Flycatcher; Biodiversity; Population; Ecology; Biodiversity hotspot; Environmental protection; Biology","authors":[{"name":"Amanda D. Rodewald","is_ca":false},{"name":"Matthew Strimas‐Mackey","is_ca":false},{"name":"Richard Schuster","is_ca":true},{"name":"Peter Arcese","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01039129852426848,"gpt":0.2622466970134708,"spread":0.2518553984892022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001813529,0.00007899535,0.0001414885,0.00009205837,0.00005931395,0.000009620957,0.00004970869,0.00007174792,0.000220761],"category_scores_gemma":[0.00009132352,0.00007931412,0.00001276056,0.0001634908,0.0003612543,0.0003080795,0.00003690416,0.00008599282,0.000003792785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007812172,"about_ca_system_score_gemma":0.0000390016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002020447,"about_ca_topic_score_gemma":0.02574209,"domain_scores_codex":[0.9993284,0.00007715729,0.0001959012,0.0002237022,0.00006086074,0.0001140079],"domain_scores_gemma":[0.9995468,0.0002405112,0.00009499754,0.00007659565,0.00001611138,0.00002501695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003959708,0.00005025017,0.9922579,0.000007714545,0.000004775981,0.000001276342,0.005108071,0.00004446372,0.0009732205,0.0007577715,0.000418265,0.0003366807],"study_design_scores_gemma":[0.0004327443,0.00008109785,0.9781528,0.00002377839,0.000004782236,0.000005329349,0.01811841,0.002105417,0.0000983406,0.0004658304,0.0004279094,0.00008355338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968423,0.0001329725,0.000007071345,0.001310653,0.00008095734,0.0001566205,0.00001451828,0.000006578694,0.001448303],"genre_scores_gemma":[0.99932,0.00008705383,0.0001373587,0.0003177563,0.000005471675,0.0000201473,0.00001045982,0.000002689587,0.00009904738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02372164,"threshold_uncertainty_score":0.9920356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092451893","doi":"10.1016/j.pecon.2020.08.001","title":"Level-2 ecological integrity: Assessing ecosystems in a changing world","year":2020,"lang":"en","type":"article","venue":"Perspectives in Ecology and Conservation","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Naturalness; Environmental resource management; Ecosystem; Context (archaeology); Environmental science; Habitat; Ecological indicator; Ecology; Biological integrity; Scale (ratio); Biomass (ecology); Ecosystem services; Geography; Biology; Cartography","authors":[{"name":"Charles A. Martin","is_ca":true},{"name":"Raphaël Proulx","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0542306450629808,"gpt":0.2905315815757759,"spread":0.2363009365127951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003889241,0.00008728391,0.0001730226,0.0001871781,0.0001294048,0.00001481414,0.00006410692,0.00009505549,0.0002444065],"category_scores_gemma":[0.0003253381,0.00008700142,0.0000157164,0.0007117658,0.0002002767,0.000236065,0.0001156677,0.0002827213,0.00003076505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001960967,"about_ca_system_score_gemma":0.0000141467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007244128,"about_ca_topic_score_gemma":0.03641583,"domain_scores_codex":[0.999111,0.0001697203,0.0001878497,0.0002873359,0.00004483082,0.0001992481],"domain_scores_gemma":[0.9995622,0.0002936632,0.00006478317,0.00004012781,0.000009393716,0.00002983525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001646332,0.00006388242,0.9821054,0.000006200318,0.000005736842,0.00001337548,0.006973845,0.0002287389,0.0001054263,0.01012355,0.00004641688,0.0003109802],"study_design_scores_gemma":[0.0003611099,0.00004296142,0.9419519,0.000007534647,0.000003638262,0.000003307866,0.008726818,0.04560362,0.00000628421,0.003057614,0.000146379,0.00008881918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771848,0.00006638921,0.0002644705,0.01669207,0.0000708077,0.000173182,0.000001193481,0.0000209816,0.005526137],"genre_scores_gemma":[0.9973719,0.00003921276,0.0005842735,0.001762914,0.00001960946,0.00005155286,0.000002568482,0.000003711825,0.0001642708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04537488,"threshold_uncertainty_score":0.9811671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389101455","doi":"10.1016/j.pecon.2023.11.004","title":"Making the most of existing data in conservation research","year":2023,"lang":"en","type":"article","venue":"Perspectives in Ecology and Conservation","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; University of Ottawa; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; University of Ottawa; Environment and Climate Change Canada; Carleton University","keywords":"Data science; Computer science; Key (lock); Work (physics); Open data; Action (physics); Open research; Biodiversity conservation; Biodiversity; World Wide Web; Computer security; Engineering; Ecology","authors":[{"name":"Allison D. Binley","is_ca":true},{"name":"Jaimie G. Vincent","is_ca":true},{"name":"Trina Rytwinski","is_ca":true},{"name":"Peter Soroye","is_ca":true},{"name":"Joseph Bennett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3737378852300295,"gpt":0.4398054375800389,"spread":0.06606755235000933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001674762,0.00004204947,0.00007079919,0.00007762245,0.0001281874,0.00001116217,0.0001773434,0.00004992214,0.0009374356],"category_scores_gemma":[0.0009722222,0.00003697603,0.000005110237,0.0009308668,0.0004746187,0.0001550339,0.0003136308,0.0001392562,0.00004236248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973829,"about_ca_system_score_gemma":0.00001590291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001242387,"about_ca_topic_score_gemma":0.01988935,"domain_scores_codex":[0.999177,0.0001871875,0.0001512457,0.0002068677,0.0001178353,0.0001598276],"domain_scores_gemma":[0.9991952,0.0005391837,0.0000491325,0.0001839308,0.00002346532,0.000009061335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002132817,0.00003216225,0.9744217,0.000005847399,0.000001870459,0.000002739926,0.003057395,0.00001543178,0.0005725209,0.01900479,0.002471183,0.0003929676],"study_design_scores_gemma":[0.0001784327,0.00001579615,0.94594,0.000009206252,0.000001200061,0.000001623299,0.04405514,0.006064964,0.000019661,0.002309433,0.001369872,0.00003463688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979014,0.00005263664,0.000005171894,0.01114929,0.00003574472,0.0001588039,0.0000153219,0.00001181258,0.009557246],"genre_scores_gemma":[0.9994158,0.0001545337,0.00002261935,0.0002195737,0.000007036017,0.0000239499,0.00004547842,0.000002735037,0.0001082893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04099774,"threshold_uncertainty_score":0.9999759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285499370","doi":"10.1016/j.pecon.2022.05.002","title":"Human impact modulates chytrid fungus occurrence in amphibians in the Brazilian Atlantic Forest","year":2022,"lang":"en","type":"article","venue":"Perspectives in Ecology and Conservation","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; McGill University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Abiotic component; Biotic component; Ecology; Biology; Pathogenic fungus; Macroecology; Emerging infectious disease; Host (biology); Fungus; Biodiversity; Outbreak","authors":[{"name":"Janaína de Andrade Serrano","is_ca":true},{"name":"Luı́s Felipe Toledo","is_ca":false},{"name":"Lílian P. Sales","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01339318997233464,"gpt":0.2667883380709435,"spread":0.2533951480986089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004382568,0.00008906993,0.0001253192,0.00009440578,0.0001735815,0.000008296972,0.0001628954,0.0000577641,0.0005245812],"category_scores_gemma":[0.00005190659,0.00007127142,0.00002328838,0.0003291069,0.0003402834,0.00009247775,0.0001063453,0.0002498783,0.000008967157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002916159,"about_ca_system_score_gemma":0.00001805732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003136026,"about_ca_topic_score_gemma":0.06308985,"domain_scores_codex":[0.9989841,0.0002910011,0.0001659584,0.0002769282,0.00006644167,0.0002155744],"domain_scores_gemma":[0.9996924,0.0001157181,0.00005770713,0.0001139798,0.000003073028,0.00001714267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002939625,0.0001422946,0.990687,0.000001672756,0.000002423444,0.0000204133,0.006000054,0.001636049,0.0003885113,0.0007090896,0.00018083,0.0002022608],"study_design_scores_gemma":[0.0004223741,0.0001705857,0.9890519,0.000002539563,0.000001977818,0.00002919482,0.005827614,0.001688706,0.000002558341,0.002586664,0.0001295211,0.00008636469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971303,0.0001002537,0.000001966439,0.001812769,0.00005088604,0.0002650778,0.000006628385,0.000007590187,0.0006244938],"genre_scores_gemma":[0.999412,0.00003473511,0.000009343873,0.0004104122,0.00001044048,0.000068148,0.0000163706,0.000002878583,0.00003569043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05995382,"threshold_uncertainty_score":0.9540063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293152996","doi":"10.1016/j.pecon.2022.08.003","title":"Importance of non-journal literature in providing evidence for predator conservation","year":2022,"lang":"en","type":"article","venue":"Perspectives in Ecology and Conservation","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychological intervention; Panthera; Leopard; Snow leopard; Grey literature; Predator; Scientific literature; Geography; Political science; Predation; Ecology; Psychology; Biology; MEDLINE; Law","authors":[{"name":"Igor Khorozyan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02158777876157758,"gpt":0.2801890433690298,"spread":0.2586012646074522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001152254,0.00008992266,0.000162256,0.0001226533,0.0002315562,0.00001346601,0.0001270488,0.00007612486,0.0001285182],"category_scores_gemma":[0.0007430576,0.00009946357,0.00002731241,0.0004148506,0.0001663582,0.0005980028,0.00009235016,0.0002721211,0.000001094986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003453711,"about_ca_system_score_gemma":0.00008475687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007606386,"about_ca_topic_score_gemma":0.001998741,"domain_scores_codex":[0.9989284,0.0001947082,0.0003374454,0.0002730135,0.0000973969,0.0001690897],"domain_scores_gemma":[0.9990613,0.0005233615,0.0002556168,0.00009437148,0.00004292776,0.00002237394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003498248,0.0001080414,0.9911231,0.00001739763,0.000005719055,0.000005894992,0.004844771,0.0005041616,0.001072634,0.0009815155,0.0007575292,0.000229397],"study_design_scores_gemma":[0.000766619,0.0002399662,0.9810845,0.00003003815,0.000007895752,0.00003168654,0.002557335,0.009062195,0.00004622735,0.005930752,0.0001499357,0.00009283366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906017,0.0002616468,0.0001956637,0.008165172,0.0001419362,0.0005450959,0.000006666928,0.000006679974,0.00007543483],"genre_scores_gemma":[0.9972064,0.00009014393,0.001078897,0.001179442,0.00002110008,0.0003075718,0.00001191337,0.000005696682,0.00009875809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100386,"threshold_uncertainty_score":0.4056007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225252442","doi":"10.1016/j.pecon.2022.03.003","title":"Genetics and community-based restoration can guide conservation of forest fragments for endangered primates","year":2022,"lang":"en","type":"article","venue":"Perspectives in Ecology and Conservation","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Economic and Social Research Council; International Development Research Centre; Natural Sciences and Engineering Research Council of Canada; Leakey Foundation; University of Oregon; National Sleep Foundation; Neurosciences Foundation; National Geographic Society; National Institutes of Health; National Science Foundation","keywords":"Endangered species; Geography; Wildlife; Population; Biological dispersal; National park; Deforestation (computer science); Ecology; Conservation genetics; Agroforestry; Biology; Habitat; Archaeology","authors":[{"name":"María José Ruiz‐López","is_ca":false},{"name":"Arleigh Jane Hitchcock","is_ca":false},{"name":"Noah D. Simons","is_ca":false},{"name":"Jenneca M McCarter","is_ca":false},{"name":"Colin A. Chapman","is_ca":false},{"name":"Dipto Sarkar","is_ca":true},{"name":"Patrick A. Omeja","is_ca":false},{"name":"Tony L. Goldberg","is_ca":false},{"name":"Nelson Ting","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02240708631849221,"gpt":0.2632207869149447,"spread":0.2408137005964525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008054043,0.00009073737,0.0001408418,0.00008298419,0.0005821669,0.000007767765,0.00008831375,0.00007620036,0.00006052002],"category_scores_gemma":[0.0002356382,0.0001092941,0.00001649783,0.0001615352,0.0003336327,0.0001138628,0.0001004295,0.0001868239,4.924899e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291413,"about_ca_system_score_gemma":0.00005657121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399992,"about_ca_topic_score_gemma":0.01442237,"domain_scores_codex":[0.998894,0.0004474324,0.0002570336,0.0001887324,0.00008275228,0.0001300719],"domain_scores_gemma":[0.9990232,0.0006069991,0.0001876329,0.0001219983,0.0000379179,0.00002225264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001487575,0.0001721973,0.991694,0.00002211995,0.00001011562,4.65992e-7,0.003206159,0.001295862,0.0008028194,0.001979203,0.0004236337,0.0002446157],"study_design_scores_gemma":[0.0009707134,0.0003917882,0.9696424,0.00000384131,0.000018235,0.00000314059,0.003798552,0.01754646,0.0001601818,0.006641997,0.0007266035,0.00009610871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927624,0.00005712638,0.0004382539,0.005976239,0.00006724874,0.0005180882,0.00002986514,0.00001409316,0.0001366779],"genre_scores_gemma":[0.995903,0.00002769164,0.001692962,0.001873959,0.00000695036,0.0003055049,0.0001164753,0.000007241261,0.00006621073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02205167,"threshold_uncertainty_score":0.804802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}