{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"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":"03e632d4f358","filters":{"venue":"Parks Stewardship Forum"}},"results":[{"id":"W4281858626","doi":"10.5070/p538257518","title":"A First Nations approach to addressing climate change—Assessing interrelated key values to identify and address adaptive management for country","year":2022,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Climate change; Environmental resource management; Geography; Environmental planning; Vulnerability assessment; Process (computing); Psychological resilience; Political science; Computer science; Environmental science; Psychology","authors":[{"name":"Larissa Hale","is_ca":false},{"name":"Karin Gerhardt","is_ca":false},{"name":"Jon Day","is_ca":false},{"name":"Scott F. Heron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05011426365664265,"gpt":0.3321354743170043,"spread":0.2820212106603617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02602379,0.0008792346,0.0004766083,0.006209176,0.008617593,0.01233737,0.00180436,0.002311136,0.005065799],"category_scores_gemma":[0.02248672,0.0004174722,0.0006533842,0.003493607,0.01261921,0.01017104,0.01263668,0.006102263,0.0003664888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0132789,"about_ca_system_score_gemma":0.02510149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01778166,"about_ca_topic_score_gemma":0.03897611,"domain_scores_codex":[0.9849395,0.01150866,0.0003554177,0.0006278194,0.001749345,0.0008193472],"domain_scores_gemma":[0.9847153,0.006563679,0.001247606,0.001308668,0.003802666,0.002362032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006231466,0.0002553386,0.03160794,0.0008548283,0.0001172296,0.0006821788,0.1654728,0.00374592,0.001932796,0.552718,0.0231647,0.219386],"study_design_scores_gemma":[0.0000144971,0.0003395318,0.03364554,0.002388368,0.00007535526,0.0006903558,0.323262,0.007887907,0.002422583,0.2773404,0.3517565,0.0001769878],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1983032,0.005262413,0.1833436,0.08726827,0.001411132,0.002878608,0.0006079301,0.0003860666,0.5205387],"genre_scores_gemma":[0.8395605,0.002086118,0.1406928,0.002271848,0.00008237569,0.001477406,0.0001955028,0.00008348576,0.01354995],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02602379,"threshold_uncertainty_score":0.1376286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999167300","doi":"10.5070/p536146399","title":"Parks Canada’s adaptation framework and workshop approach: Lessons learned across a diverse series of adaptation workshops","year":2020,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Parks Canada","funders":"","keywords":"Adaptation (eye); Nova scotia; Climate change adaptation; Geography; Process (computing); Climate change; Environmental resource management; Library science; Political science; Computer science; Archaeology; Ecology; Environmental science; Psychology","authors":[{"name":"Elizabeth Nelson","is_ca":true},{"name":"Elyse Mathieu","is_ca":true},{"name":"Julia Thomas","is_ca":true},{"name":"Hilary Harrop Archibald","is_ca":true},{"name":"Hilary Ta","is_ca":true},{"name":"David Scarlett","is_ca":true},{"name":"Lydia Miller","is_ca":true},{"name":"Blythe MacInnis","is_ca":true},{"name":"Virginia Sheehan","is_ca":true},{"name":"Kristina Pompura","is_ca":true},{"name":"Donya Hassanzadeh","is_ca":true},{"name":"Lilith Brook","is_ca":true},{"name":"Jennifer Grant","is_ca":true},{"name":"Dawn Carr","is_ca":true},{"name":"Laura Graham","is_ca":true},{"name":"Jenny Harms","is_ca":true},{"name":"Ramon Amaro de Sales","is_ca":true},{"name":"Karen Hartley","is_ca":true},{"name":"Robert P. Cameron","is_ca":true},{"name":"Cameron Eckert","is_ca":true},{"name":"Jessica Elliot","is_ca":true},{"name":"Delaney Boyd","is_ca":true},{"name":"Dinah Tambalo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09023676423941873,"gpt":0.290366740677712,"spread":0.2001299764382932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06193585,0.001159562,0.000732384,0.002430367,0.03549086,0.01477848,0.008756147,0.004090383,0.007943763],"category_scores_gemma":[0.03072067,0.0009945612,0.001014623,0.004082392,0.01156578,0.006163682,0.01450515,0.009977125,0.001560108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1274924,"about_ca_system_score_gemma":0.3104832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8473019,"about_ca_topic_score_gemma":0.9437881,"domain_scores_codex":[0.9602728,0.021428,0.000804939,0.00270244,0.006971716,0.007820132],"domain_scores_gemma":[0.9517261,0.009447236,0.000746277,0.00228191,0.01765756,0.01814086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003353962,0.001430727,0.008444105,0.001674749,0.00007728303,0.002091303,0.3721735,0.003899705,0.002850926,0.05219439,0.3133099,0.241518],"study_design_scores_gemma":[0.0001007154,0.0001204017,0.00963721,0.001532501,0.00002889657,0.0001845447,0.249889,0.000844018,0.000914782,0.007568943,0.7289459,0.0002331636],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1860102,0.009194095,0.1065575,0.3084394,0.009185735,0.01552761,0.004138926,0.003135173,0.3578115],"genre_scores_gemma":[0.6879351,0.005595165,0.1532836,0.03894262,0.0004073453,0.01208578,0.002753966,0.001130628,0.09786583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1526981,"threshold_uncertainty_score":0.9250261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200888180","doi":"10.5070/p537354732","title":"Emerging policy opportunities for United States–Canada transboundary connectivity conservation","year":2021,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Lakes Environmental (Canada); Dalhousie University","funders":"","keywords":"Indigenous; Mainstreaming; Political science; Corporate governance; Salient; Government (linguistics); Politics; Public administration; Environmental resource management; Ecology; Business; Economics; Law","authors":[{"name":"Karen Beazley","is_ca":true},{"name":"Gabriel Oppler","is_ca":true},{"name":"Leanna Heffner","is_ca":true},{"name":"Jessica Levine","is_ca":false},{"name":"Aaron J. Poe","is_ca":true},{"name":"Gary Tabor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02544810434043766,"gpt":0.2464477283729278,"spread":0.2209996240324902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0114652,0.0005301102,0.0004415054,0.002461707,0.0236157,0.01677125,0.003543743,0.009621658,0.01730379],"category_scores_gemma":[0.008575738,0.0004014271,0.0009659726,0.00303198,0.007538585,0.00498235,0.008837312,0.008298024,0.0006864095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1237261,"about_ca_system_score_gemma":0.4091316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9780053,"about_ca_topic_score_gemma":0.9895667,"domain_scores_codex":[0.9908901,0.001338969,0.0001854705,0.000535836,0.002175826,0.004873786],"domain_scores_gemma":[0.980792,0.00211736,0.0004089712,0.0002712136,0.006002382,0.01040798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001610468,0.0004237758,0.009322379,0.0008196252,0.00007426755,0.001762801,0.01825081,0.003606903,0.003305333,0.3861117,0.4367464,0.139415],"study_design_scores_gemma":[0.00003581745,0.00004942408,0.009971203,0.0007237323,0.00003449864,0.0001431273,0.04262559,0.001370181,0.0004844857,0.03658783,0.9078544,0.0001197976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0246565,0.01863569,0.0034111,0.8415059,0.002521204,0.0001711929,0.0006410584,0.0001562478,0.108301],"genre_scores_gemma":[0.5852134,0.02900107,0.03748139,0.2691782,0.0008990749,0.0004356024,0.002312286,0.0001486021,0.07533035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1237261,"threshold_uncertainty_score":0.8976996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198942801","doi":"10.5070/p537354729","title":"Ensuring area-based conservation meets the twin challenges of biodiversity loss and climate change","year":2021,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Conservation, Biodiversity, and Resource Management","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":"Convention on Biological Diversity; Biodiversity; Climate change; Biodiversity conservation; Environmental resource management; Environmental planning; Geography; Ecology; Economics; Biology","authors":[{"name":"Stephen Woodley","is_ca":false},{"name":"Jonathan B. Jarvis","is_ca":false},{"name":"Andrew Rhodes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03870159240862128,"gpt":0.2159409110644314,"spread":0.1772393186558101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01202723,0.0004305076,0.0006037125,0.00147701,0.0045689,0.01010551,0.001915758,0.005230608,0.01220496],"category_scores_gemma":[0.01714729,0.000324584,0.0004165894,0.001319801,0.01059316,0.01350455,0.01053492,0.006260761,0.002119853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003327326,"about_ca_system_score_gemma":0.0119046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00652397,"about_ca_topic_score_gemma":0.01464696,"domain_scores_codex":[0.9884048,0.003748782,0.0003497012,0.0007719279,0.005080292,0.001644428],"domain_scores_gemma":[0.98754,0.00269044,0.001880222,0.001602849,0.002989645,0.003296933],"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":[0.00004048322,0.0001905139,0.01027536,0.0007485701,0.0001114566,0.0002446462,0.005047014,0.002931848,0.00355681,0.4611616,0.1996103,0.3160813],"study_design_scores_gemma":[0.000009646677,0.0001223971,0.01117996,0.0006882972,0.00002327337,0.0003502879,0.007407648,0.0007418667,0.0006736605,0.2205981,0.7581552,0.00004959126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02756245,0.01979945,0.05450971,0.6877509,0.00649213,0.000125447,0.0001680108,0.000323301,0.2032687],"genre_scores_gemma":[0.6873088,0.03347207,0.07347392,0.1452498,0.007622521,0.0002663275,0.0003138593,0.000494908,0.0517977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01220496,"threshold_uncertainty_score":0.06360686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124041968","doi":"10.5070/p537151752","title":"Seeing things differently: How are environmental conditions perceived and why does it matter?","year":2021,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Brock University","funders":"Social Sciences and Humanities Research Council of Canada; Brock University","keywords":"Visitor pattern; Recreation; Casual; Perception; Environmental resource management; Set (abstract data type); Business; Psychology; Geography; Environmental planning; Marketing; Ecology; Political science; Environmental science","authors":[{"name":"Angela Mallette","is_ca":true},{"name":"Ryan Plummer","is_ca":true},{"name":"Julia Baird","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03356041212258478,"gpt":0.2008183382602141,"spread":0.1672579261376293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002963663,0.0001910553,0.0003378008,0.0007841711,0.0009778906,0.003193081,0.0004342154,0.0006025714,0.00215624],"category_scores_gemma":[0.00930974,0.0001560691,0.000371664,0.001118608,0.003525577,0.001737501,0.0009054508,0.0009203487,0.0001741598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003515627,"about_ca_system_score_gemma":0.002298254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.223637,"about_ca_topic_score_gemma":0.3119474,"domain_scores_codex":[0.9983963,0.000672991,0.00005723429,0.0001721409,0.0003883549,0.0003128771],"domain_scores_gemma":[0.9940739,0.002190453,0.001516018,0.0002223425,0.001031189,0.0009660983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008642157,0.0001067941,0.9548944,0.00007529367,0.00008322534,0.000146893,0.02123683,0.0001322761,0.0002524974,0.001042367,0.0008977188,0.02104538],"study_design_scores_gemma":[0.000002841106,0.00003637084,0.9646238,0.0000590304,0.00001721313,0.00003823893,0.03354939,0.0001849249,0.00003723984,0.000539483,0.0008988426,0.00001261487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991156,0.0007075305,0.0002685801,0.001609105,0.00002564984,0.00001615279,0.00009221669,0.000002077412,0.00612267],"genre_scores_gemma":[0.9991196,0.0003139173,0.00006354097,0.0001074393,0.000008090848,0.000004354242,0.00004329086,0.000001689171,0.0003381067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.223637,"threshold_uncertainty_score":0.4446706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4316341630","doi":"10.5070/p539159892","title":"Open to change but stuck in the mud: Stakeholder perceptions of adaptation options at the frontlines of climate change and protected areas management","year":2023,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"University of Waterloo","keywords":"Climate change; Stakeholder; Adaptation (eye); Environmental resource management; Prioritization; Resistance (ecology); Business; Environmental planning; Political science; Geography; Process management; Environmental science; Ecology; Public relations; Psychology","authors":[{"name":"Stephanie Barr","is_ca":true},{"name":"Christopher J. Lemieux","is_ca":true},{"name":"Brendon M. H. Larson","is_ca":true},{"name":"Scott R. Parker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1310027964902882,"gpt":0.3053606283188852,"spread":0.174357831828597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02095107,0.0003014228,0.0003158452,0.0009188942,0.00725766,0.004866392,0.001099692,0.002170057,0.002268396],"category_scores_gemma":[0.02465386,0.0003541763,0.0004097465,0.0007112395,0.007270294,0.004995667,0.005192874,0.003012816,0.0001592651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004680019,"about_ca_system_score_gemma":0.005412377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02665948,"about_ca_topic_score_gemma":0.04764662,"domain_scores_codex":[0.9805245,0.01382151,0.0005607656,0.0005793914,0.002369902,0.002143982],"domain_scores_gemma":[0.9762308,0.01311198,0.002930153,0.0004872563,0.002774943,0.004464823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001465547,0.0001828155,0.1010597,0.0002456853,0.00003908409,0.001190773,0.8672966,0.0002365689,0.002127857,0.003656438,0.00164134,0.02217662],"study_design_scores_gemma":[0.000007348698,0.000113863,0.0228727,0.0001418493,0.00001051158,0.0001484143,0.9704952,0.0003380312,0.0001791029,0.0008929878,0.004769312,0.00003072617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894018,0.0001988399,0.0006776606,0.004759574,0.0000307915,0.00002487496,0.00001204208,0.00000417027,0.004890246],"genre_scores_gemma":[0.9987312,0.0001318288,0.0003252676,0.0005723141,0.000007364233,0.00001348147,0.000007273122,0.000002877101,0.0002083942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02665948,"threshold_uncertainty_score":0.1108012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998665961","doi":"10.5070/p536146403","title":"National park research fellowships increase capacity and creativity in responding to climate change","year":2020,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Conferences and Exhibitions Management","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":"Response Biomedical (Canada)","funders":"","keywords":"National park; Stewardship (theology); Environmental resource management; Climate change; Agency (philosophy); Sustainability; Baseline (sea); Political science; Capacity building; Funding Agency; Environmental planning; Geography; Public relations; Sociology; Environmental science; Ecology","authors":[{"name":"Catherine Schmitt","is_ca":true},{"name":"Christy A. Brigham","is_ca":false},{"name":"Nicholas A. Fisichelli","is_ca":false},{"name":"Abraham J. Miller‐Rushing","is_ca":true},{"name":"Koren R. Nydick","is_ca":true},{"name":"Tim Watkins","is_ca":true},{"name":"Melanie A. Wood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2144000819160862,"gpt":0.3968074288411031,"spread":0.182407346925017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02487453,0.0004553953,0.0004707122,0.001482049,0.004624324,0.006049167,0.00167802,0.002470637,0.04805841],"category_scores_gemma":[0.04476219,0.0003762177,0.0005712653,0.0008786538,0.003791942,0.004812554,0.01586123,0.004552368,0.006318438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002481516,"about_ca_system_score_gemma":0.01413644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001617383,"about_ca_topic_score_gemma":0.01002586,"domain_scores_codex":[0.9825833,0.01023963,0.0005368773,0.0008552073,0.003011642,0.002773407],"domain_scores_gemma":[0.923636,0.01127585,0.004969317,0.005224618,0.009302028,0.04559225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000283034,0.001587595,0.01918592,0.0006346566,0.0000787909,0.0008164162,0.01520241,0.0005976025,0.003391555,0.05512833,0.5443507,0.3587429],"study_design_scores_gemma":[0.00009613045,0.000368695,0.020709,0.0003699494,0.00001487905,0.0003699212,0.01055828,0.0002676399,0.0004624008,0.01250417,0.9542323,0.00004653422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1341952,0.003963762,0.01101818,0.3093484,0.01152401,0.00176635,0.0008127494,0.001056327,0.526315],"genre_scores_gemma":[0.668562,0.00610277,0.03910265,0.0446484,0.00732391,0.002630763,0.001123537,0.0005103557,0.2299955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04805841,"threshold_uncertainty_score":0.1607714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410389038","doi":"10.5070/p5.47440","title":"Artifacts in the Experience of Fuzzy “Nature”: A Commentary","year":2025,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Fuzzy logic; Psychology; Computer science; Sociology; Artificial intelligence","authors":[{"name":"Raymond Chipeniuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01427208108750707,"gpt":0.3488730551128754,"spread":0.3346009740253683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02073844,0.001210242,0.0016838,0.002573939,0.01067679,0.008890793,0.007699136,0.05884653,0.003205948],"category_scores_gemma":[0.07823133,0.0008112797,0.001876961,0.002055586,0.0228297,0.01107915,0.00475222,0.03573217,0.002092816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01164681,"about_ca_system_score_gemma":0.01998423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03004369,"about_ca_topic_score_gemma":0.03001453,"domain_scores_codex":[0.9734213,0.01544599,0.001993191,0.002382968,0.005583648,0.001172868],"domain_scores_gemma":[0.8555713,0.1130881,0.004076857,0.002366291,0.02116724,0.003730204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005035777,0.00001777393,0.00009952125,0.0008216432,0.00002233411,0.0007949052,0.01486038,0.00004726242,0.0002060817,0.01654571,0.9595917,0.006942338],"study_design_scores_gemma":[0.00002879847,0.00004996506,0.000335631,0.002591479,0.00003341466,0.0005745815,0.01124324,0.0001034961,0.0001857456,0.006254813,0.9785402,0.0000587042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004371289,0.01066173,0.0001459814,0.9335112,0.05333764,0.00001358519,0.0000296036,0.00001609032,0.001846993],"genre_scores_gemma":[0.0142224,0.009434278,0.0003896265,0.8713703,0.1007885,0.000095899,0.00002121978,0.00007472554,0.003603082],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05884653,"threshold_uncertainty_score":0.1096767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396936636","doi":"10.5070/p540263641","title":"From Politics to Transformative Politics of Nature in Canada (book excerpt)","year":2024,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"American Environmental and Regional History","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":"Politics; Transformative learning; Political science; Sociology; Environmental ethics; Law; Philosophy","authors":[{"name":"Karen Beazley","is_ca":false},{"name":"Andrea Olive","is_ca":false},{"name":"Chance Finegan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003938128670604365,"gpt":0.2041765582557006,"spread":0.2002384295850962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003493347,0.000389968,0.0002232799,0.001085809,0.007675442,0.00737566,0.0007197724,0.001316278,0.02580098],"category_scores_gemma":[0.0009818387,0.0002437917,0.0002141308,0.004362836,0.005556651,0.001369758,0.001214664,0.001612108,0.002655238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07241656,"about_ca_system_score_gemma":0.08546052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9811537,"about_ca_topic_score_gemma":0.9941415,"domain_scores_codex":[0.9993212,0.00005456555,0.000008956124,0.00005054715,0.0003576869,0.0002070434],"domain_scores_gemma":[0.9996783,0.00004593853,0.00001778359,0.000009641395,0.0001601346,0.00008828643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001202809,0.000008691161,0.000350376,0.0001364704,0.000003288999,0.0001886134,0.00730062,0.0002419869,0.0002078904,0.1738604,0.7888097,0.02887991],"study_design_scores_gemma":[0.000002195329,0.000001370523,0.002191282,0.0001209791,0.000002649441,0.00005778069,0.004022674,0.00005510254,0.00006485253,0.006637901,0.9868351,0.000008157957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004618544,0.06620783,0.0009830804,0.03802018,0.002172765,0.00006548234,0.001546755,0.0001108585,0.8862745],"genre_scores_gemma":[0.1498031,0.05096949,0.001987462,0.009586267,0.0006015994,0.0001095263,0.001208286,0.0001823935,0.785552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07241656,"threshold_uncertainty_score":0.5254214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404523108","doi":"10.5070/p540263635","title":"International Workshop on Indigenous Communities and Government Partnerships for Protected Area Management: Workshop Summary Report","year":2024,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Conservation, Biodiversity, and Resource Management","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":"Indigenous; Government (linguistics); Environmental planning; Political science; Environmental resource management; Geography; Business; Ecology; Environmental science; Biology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03909303561338909,"gpt":0.250438334676162,"spread":0.2113452990627729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01176664,0.0009069415,0.000375272,0.0008162199,0.004165309,0.007389025,0.001744567,0.004680081,0.02066849],"category_scores_gemma":[0.005014396,0.000415289,0.0008142836,0.001189824,0.001085225,0.00457208,0.008408532,0.005594894,0.003368378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003304859,"about_ca_system_score_gemma":0.01669868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007549267,"about_ca_topic_score_gemma":0.0127352,"domain_scores_codex":[0.9959767,0.001369295,0.0001356555,0.0002937814,0.0005445884,0.001679905],"domain_scores_gemma":[0.9944509,0.0008051338,0.0001838771,0.0001453431,0.0008046233,0.003610208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003784522,0.001618795,0.002505887,0.002054635,0.00003806822,0.001577195,0.04784189,0.0006275502,0.003026695,0.02883311,0.7578406,0.1536571],"study_design_scores_gemma":[0.00003031794,0.0001080686,0.002378438,0.0008870821,0.00001140221,0.0001705034,0.0261602,0.00007644693,0.000391946,0.001687566,0.9680772,0.00002075535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08211423,0.06175711,0.01240082,0.3125097,0.07112005,0.004327578,0.002535035,0.000457189,0.4527782],"genre_scores_gemma":[0.4319443,0.05644858,0.01704931,0.04349516,0.01262285,0.006403017,0.00651526,0.0004585352,0.4250629],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02066849,"threshold_uncertainty_score":0.06914294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283079905","doi":"10.5070/p538257510","title":"Welcoming the World to Vancouver in 2023: The Fifth International Marine Protected Areas Congress (IMPAC5)","year":2022,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","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":"Indigenous; Political science; Environmental protection; Library science; Geography; Public administration; Ecology; Biology","authors":[{"name":"Marine Protected Areas Congress The Secretariat of the Fifth International","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02019694143951496,"gpt":0.3087655532394005,"spread":0.2885686117998856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001963751,0.0008280069,0.0004297397,0.000948277,0.006847275,0.006584249,0.001177698,0.004861335,0.0405721],"category_scores_gemma":[0.001507375,0.0004458565,0.0004748631,0.001016277,0.0008161686,0.001054032,0.003335742,0.005158931,0.01121987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006934034,"about_ca_system_score_gemma":0.02048785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.406693,"about_ca_topic_score_gemma":0.7845169,"domain_scores_codex":[0.9990125,0.00006680647,0.0000201371,0.00005012839,0.0003495999,0.0005007424],"domain_scores_gemma":[0.9971404,0.00006445577,0.00005801697,0.00002629194,0.0006002896,0.002110542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002146659,0.00002190213,0.0008641764,0.00005608947,0.0000050704,0.0001153602,0.0001849637,0.00003147562,0.0001340078,0.0005138515,0.9878525,0.01019926],"study_design_scores_gemma":[0.000007179576,0.00001089455,0.006491786,0.0001100183,0.000003853674,0.0000240713,0.001320173,0.00001883033,0.00007807635,0.0001299989,0.9917927,0.0000123122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.02794011,0.03440027,0.001145779,0.29645,0.1704312,0.001380695,0.009715502,0.0005962701,0.4579403],"genre_scores_gemma":[0.03506999,0.007117261,0.00128181,0.04334409,0.004763463,0.0003390216,0.007978806,0.0001776089,0.899928],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.593307,"threshold_uncertainty_score":0.8086516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4316341634","doi":"10.5070/p539159891","title":"Hug a tree, hug a building: Reflections on the management of natural and built heritage","year":2023,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Heritage; Island Health","funders":"","keywords":"Forester; Indigenous; Natural heritage; Cultural heritage; Environmental ethics; Natural (archaeology); Cultural heritage management; Obligation; Political science; Safeguarding; Legislature; History; Public administration; Tourism; Law; Archaeology; Geography; Forestry; Ecology","authors":[{"name":"Harold Kalman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1163441365704024,"gpt":0.3022947206846505,"spread":0.1859505841142481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005242193,0.0007544075,0.0004607717,0.0009737812,0.06082503,0.01238971,0.002539929,0.006187774,0.004567317],"category_scores_gemma":[0.006119837,0.0005780716,0.0002629714,0.001924734,0.0396031,0.006213624,0.007843006,0.01624833,0.0004432474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0280713,"about_ca_system_score_gemma":0.02303294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5346824,"about_ca_topic_score_gemma":0.7981718,"domain_scores_codex":[0.9933951,0.003787488,0.00007165617,0.0002487976,0.0008286802,0.001668206],"domain_scores_gemma":[0.9951911,0.002585765,0.0002306015,0.000118311,0.0003785359,0.001495592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001515487,0.00002803713,0.0005661449,0.00005915021,0.000003413182,0.0008442234,0.9290872,0.00006299708,0.0002116966,0.01495821,0.04595259,0.008211148],"study_design_scores_gemma":[0.000002346201,0.000009132563,0.0006271651,0.0001335476,0.000002537318,0.0001224471,0.8347718,0.00002473779,0.0001065893,0.0008007081,0.1633861,0.00001291801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3638841,0.02593421,0.001851077,0.3439792,0.004074665,0.000103886,0.000116899,0.000108681,0.2599474],"genre_scores_gemma":[0.8847358,0.009940446,0.0006118886,0.03249722,0.000645115,0.00007917916,0.00003631491,0.0001574894,0.07129657],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5346824,"threshold_uncertainty_score":0.9361159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296824226","doi":"10.5070/p538358970","title":"Recent protected area–Indigenous Peoples research articles in Canada and the USA: A meta-review","year":2022,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Indigenous; Scope (computer science); Discipline; Political science; Meta-analysis; Systematic review; Library science; Geography; Sociology; Social science; MEDLINE; Law; Medicine; Ecology","authors":[{"name":"Forrest Hisey","is_ca":true},{"name":"Chance Finegan","is_ca":true},{"name":"Andrea Olive","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07421615394954681,"gpt":0.343787371559752,"spread":0.2695712176102052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02408734,0.001508761,0.007444193,0.02449531,0.002302322,0.005571843,0.00270471,0.002016067,0.003216527],"category_scores_gemma":[0.09174538,0.001141748,0.009201616,0.03026739,0.001766685,0.002529455,0.002218606,0.001529857,0.0002199209],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0166583,"about_ca_system_score_gemma":0.0544092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3276892,"about_ca_topic_score_gemma":0.5948113,"domain_scores_codex":[0.983461,0.004739257,0.005082721,0.001743807,0.004140566,0.0008325151],"domain_scores_gemma":[0.8933766,0.0688289,0.01546591,0.00196344,0.01859723,0.001767996],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001371239,0.00007267939,0.03183439,0.754786,0.147472,0.0005771329,0.003019178,0.0002302743,0.0004760491,0.0004772871,0.003615546,0.05606819],"study_design_scores_gemma":[0.0004641562,0.0002649927,0.08049758,0.4702136,0.4248747,0.0005549099,0.002971478,0.0001168064,0.000491595,0.0003478024,0.01910185,0.0001005778],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01059745,0.9866915,0.0001748089,0.0005033632,0.0002323888,0.0002198259,0.0009876831,0.000008644739,0.000584411],"genre_scores_gemma":[0.1784816,0.8157315,0.001513839,0.001458838,0.0003042228,0.0008625763,0.001263858,0.00002428527,0.0003593208],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9833417,"threshold_uncertainty_score":0.6515638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4316341665","doi":"10.5070/p539159893","title":"Direction for interpretive programming from Alberta Provincial Park management plans","year":2023,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"Government of Alberta; Social Sciences and Humanities Research Council of Canada; Alberta Parks","keywords":"Visitor pattern; Interpretation (philosophy); Consistency (knowledge bases); Set (abstract data type); Environmental resource management; Public relations; Business; Geography; Political science; Computer science","authors":[{"name":"Glen T. Hvenegaard","is_ca":true},{"name":"Kiva Olson","is_ca":true},{"name":"Elizabeth Halpenny","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01243713739535415,"gpt":0.2588778392955282,"spread":0.246440701900174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01675498,0.0005546501,0.0002115605,0.003530157,0.005721917,0.007795574,0.001716143,0.0008249325,0.02592401],"category_scores_gemma":[0.02298045,0.0007162573,0.0004869715,0.00340035,0.002117864,0.001812615,0.003205345,0.002604083,0.002579398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03900083,"about_ca_system_score_gemma":0.1157525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7557635,"about_ca_topic_score_gemma":0.9065445,"domain_scores_codex":[0.9911202,0.002000632,0.0003823198,0.0005358508,0.004858024,0.001102977],"domain_scores_gemma":[0.9610339,0.006668931,0.001209937,0.002129299,0.02380733,0.00515066],"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":[0.0002541545,0.0003085517,0.04888592,0.0004839249,0.00002407851,0.000870512,0.02940987,0.001722342,0.004605224,0.03303341,0.4401245,0.4402776],"study_design_scores_gemma":[0.00007191586,0.00008791548,0.05286798,0.0007308394,0.00002667007,0.0002072561,0.02356586,0.002736447,0.001866451,0.006167458,0.9115744,0.00009669385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1404976,0.002653223,0.08044648,0.08695757,0.002427718,0.005891697,0.01403101,0.004283018,0.6628117],"genre_scores_gemma":[0.3134462,0.0027373,0.3846926,0.005728571,0.0004450691,0.002845368,0.0123496,0.001692515,0.2760629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2442365,"threshold_uncertainty_score":0.4913498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3091263889","doi":"10.5070/p536349857","title":"Habitat connectivity and island biogeography: A call for community-engaged scholarship to address isolated parks and protected areas","year":2020,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","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":"Outreach; Scholarship; Stakeholder; Wright; National park; Environmental resource management; Social capital; Scale (ratio); Geography; Environmental planning; Political science; Sociology; Public relations; Social science; Engineering","authors":[{"name":"John M. Nettles","is_ca":false},{"name":"Madeline S. Brown","is_ca":false},{"name":"Erinn Drage","is_ca":false},{"name":"Ariful Islam","is_ca":false},{"name":"Patricia A. Whitener","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04700014791628011,"gpt":0.299734638846146,"spread":0.2527344909298659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02064698,0.0003051647,0.0005228656,0.001429404,0.006186197,0.01105001,0.002922259,0.005464468,0.00973786],"category_scores_gemma":[0.02637024,0.0002278095,0.0004515766,0.002033802,0.01627703,0.01960675,0.01550467,0.00637595,0.0004292445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005670615,"about_ca_system_score_gemma":0.03157166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01216445,"about_ca_topic_score_gemma":0.04512273,"domain_scores_codex":[0.9954733,0.002566309,0.0001497521,0.0004479008,0.0005958366,0.0007668209],"domain_scores_gemma":[0.9598014,0.02167976,0.001495976,0.002839135,0.002235694,0.01194797],"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":[0.0000461465,0.0004150065,0.02779443,0.0007765626,0.00005744224,0.0007312566,0.1092609,0.001530259,0.0007282105,0.4611523,0.1334055,0.264102],"study_design_scores_gemma":[0.00005064673,0.0001644016,0.01911643,0.001359359,0.00002758846,0.0002577063,0.1748508,0.002284285,0.0002112758,0.4342688,0.3673532,0.00005535466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04772961,0.003708635,0.009582111,0.9139165,0.001649357,0.00007411665,0.00005845071,0.0001035283,0.02317779],"genre_scores_gemma":[0.9105104,0.006211285,0.02209982,0.05054302,0.001182524,0.0004040733,0.0001335137,0.00008231951,0.008833001],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02064698,"threshold_uncertainty_score":0.109193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}