{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"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":"815cb27a6fad","filters":{"venue":"Journal of Natural Resources Policy Research"}},"results":[{"id":"W1778278731","doi":"10.1080/19390459.2011.555631","title":"New Perspectives on Agri-environmental Policies: A Multidisciplinary and Transatlantic Approach","year":2011,"lang":"en","type":"article","venue":"Journal of Natural Resources Policy Research","topic":"Agricultural Economics and Policy","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Multidisciplinary approach; Environmental science; Natural resource economics; Economics; Political science; Environmental planning; Environmental economics; Law","authors":[{"name":"Kathy Baylis","is_ca":false},{"name":"Stephen Peplow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06829138694846226,"gpt":0.3045839619591578,"spread":0.2362925750106955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004693866,0.0007820678,0.0007387347,0.001952692,0.002789547,0.01087047,0.001782774,0.009811082,0.01450587],"category_scores_gemma":[0.003949684,0.0003317872,0.0009259022,0.002485224,0.00925362,0.01288421,0.003826446,0.006973672,0.0006710207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008088824,"about_ca_system_score_gemma":0.004474954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009146383,"about_ca_topic_score_gemma":0.01773399,"domain_scores_codex":[0.9977432,0.001231448,0.00006052402,0.0002211094,0.0003753339,0.0003682948],"domain_scores_gemma":[0.9973639,0.00130814,0.0002173868,0.0002032171,0.0005199767,0.000387565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001174603,0.00001933177,0.0001131361,0.00004502489,0.00001149461,0.00006122175,0.0004968953,0.0009665732,0.0001042036,0.9875742,0.003414644,0.007181596],"study_design_scores_gemma":[0.000009959713,0.0000129487,0.0002855923,0.0002028176,0.00001292889,0.00005689833,0.001666022,0.001399647,0.00006537893,0.9361084,0.060168,0.00001136177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02113777,0.04443422,0.02875992,0.3867575,0.002763562,0.00002046808,0.0001023479,0.00003644451,0.5159878],"genre_scores_gemma":[0.8324785,0.04219365,0.01793999,0.04969565,0.004831068,0.0001313349,0.00008406302,0.00007882723,0.05256697],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01450587,"threshold_uncertainty_score":0.05868882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077467872","doi":"10.1080/19390450903350812","title":"Can Payments for Watershed Services Help Finance Biodiversity Conservation? A Spatial Analysis of Highland Guatemala","year":2010,"lang":"en","type":"article","venue":"Journal of Natural Resources Policy Research","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Nature Conservancy","keywords":"Biodiversity; Payment; Ecosystem services; Biodiversity conservation; Quarter (Canadian coin); Measurement of biodiversity; Watershed; Natural resource economics; Business; Environmental resource management; Work (physics); Geography; Environmental planning; Ecology; Environmental science; Economics; Ecosystem; Finance; Biology","authors":[{"name":"Stefano Pagiola","is_ca":false},{"name":"Wei Zhang","is_ca":false},{"name":"Ale Colom","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02567763111763881,"gpt":0.3076080239563633,"spread":0.2819303928387245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003285241,0.0001676977,0.0002555411,0.00159327,0.0007731959,0.001514329,0.000603305,0.0003553068,0.004756028],"category_scores_gemma":[0.003645767,0.0001472942,0.0003403568,0.004196573,0.0009707027,0.0006843865,0.001231175,0.0003701047,0.0002194657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003825976,"about_ca_system_score_gemma":0.001377016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4229603,"about_ca_topic_score_gemma":0.4064254,"domain_scores_codex":[0.999626,0.0001442826,0.00001263888,0.00003931828,0.00003867088,0.0001389838],"domain_scores_gemma":[0.9983277,0.0006318132,0.0005310779,0.00007025196,0.000230054,0.0002091715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001188358,0.00008292287,0.9747837,0.00008535977,0.0001368268,0.001319583,0.002615512,0.002722331,0.0003543281,0.004745542,0.002400397,0.01063474],"study_design_scores_gemma":[0.00001037158,0.00002558128,0.9875184,0.00004190105,0.00005256943,0.000149138,0.005185152,0.004638758,0.00006236919,0.00058321,0.001723246,0.000009404645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964898,0.0001891958,0.00006310239,0.0009757141,0.000002311547,0.000008338334,0.0003842614,0.00001113129,0.001876154],"genre_scores_gemma":[0.9995546,0.00009148699,0.00004956796,0.00001752574,0.000002739099,0.000004923466,0.0001127081,0.000002179643,0.0001643247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4229603,"threshold_uncertainty_score":0.8409967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038038785","doi":"10.1080/19390450802614466","title":"Estimating the Willingness to Pay for the Benefit of AES Using the Contingent Valuation Method","year":2009,"lang":"en","type":"article","venue":"Journal of Natural Resources Policy Research","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Willingness to pay; Contingent valuation; Tobit model; Valuation (finance); Economics; Willingness to accept; Econometrics; Actuarial science; Public economics; Microeconomics; Business; Finance","authors":[{"name":"Daniel Haile","is_ca":true},{"name":"L.H.G. Slangen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3263576036442484,"gpt":0.4297855424957512,"spread":0.1034279388515028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006815993,0.0003977026,0.0006024302,0.001366747,0.0003451637,0.001318983,0.0007262888,0.0008104942,0.005524316],"category_scores_gemma":[0.03009426,0.0002960344,0.0007007045,0.001308843,0.0005059665,0.001132796,0.0006789924,0.0007983103,0.0004226185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008257523,"about_ca_system_score_gemma":0.0004909034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005542616,"about_ca_topic_score_gemma":0.00252653,"domain_scores_codex":[0.9956197,0.003637321,0.0001118845,0.0001749528,0.000295095,0.0001610011],"domain_scores_gemma":[0.9621829,0.03383499,0.001720413,0.001254654,0.0007032239,0.0003037633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002853754,0.001284296,0.5984221,0.0002652377,0.0008437232,0.000881668,0.001915055,0.2477019,0.003967958,0.02887313,0.00168113,0.1113101],"study_design_scores_gemma":[0.000157063,0.0009735492,0.2915857,0.000084402,0.0001927976,0.000413441,0.002253228,0.6791381,0.002855173,0.01999305,0.002230275,0.000123194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747245,0.00008613158,0.02235778,0.0001327466,0.000008762685,0.0001437826,0.0004614041,0.00001547661,0.002069458],"genre_scores_gemma":[0.9930251,0.00003322789,0.006286417,0.000007565714,0.000003827366,0.00007511974,0.0002320534,0.000002285932,0.0003345293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006815993,"threshold_uncertainty_score":0.03604686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011109628","doi":"10.1080/19390450903137565","title":"Implementing Integrated Land Management in Western Canada: Policy Reform and the Resilience of Clientelism","year":2009,"lang":"en","type":"article","venue":"Journal of Natural Resources Policy Research","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University; University of Regina","funders":"","keywords":"Clientelism; Resilience (materials science); Politics; Work (physics); Psychological resilience; Public administration; Public sector; Land reform; Public policy; Business; Public economics; Political science; Economics; Economic policy; Economic growth; Economy; Geography","authors":[{"name":"Jeremy Rayner","is_ca":true},{"name":"Michael Howlett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03758397952453326,"gpt":0.4282000181482873,"spread":0.390616038623754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006531238,0.0002327367,0.0005230657,0.00184243,0.01390881,0.008214226,0.002510131,0.001826551,0.003890655],"category_scores_gemma":[0.01593736,0.0002660217,0.0002179985,0.002976466,0.008760695,0.001728722,0.006287977,0.00234205,0.0001302853],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2039995,"about_ca_system_score_gemma":0.3098227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867929,"about_ca_topic_score_gemma":0.9919522,"domain_scores_codex":[0.9920807,0.001901381,0.0001761287,0.000462225,0.001738707,0.003640789],"domain_scores_gemma":[0.990079,0.00208355,0.0007195079,0.0005525994,0.003644701,0.002920666],"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":[0.0005092959,0.0009930528,0.1523876,0.0006912872,0.0002516964,0.002051647,0.08366039,0.034667,0.004723988,0.4136561,0.03302701,0.273381],"study_design_scores_gemma":[0.0003044579,0.0005211739,0.4032776,0.001283634,0.0001980346,0.0002425441,0.1908621,0.03625429,0.004723456,0.07211911,0.2898957,0.0003178158],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8552817,0.001780289,0.001851239,0.05038229,0.00004739499,0.0004181628,0.0002292395,0.00009897246,0.08991073],"genre_scores_gemma":[0.9952115,0.0002596472,0.000673211,0.0006712195,0.0000050647,0.00003498922,0.00003236134,0.00000496745,0.003107033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2039995,"threshold_uncertainty_score":0.9232478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997803728","doi":"10.1080/19390459.2011.607959","title":"The Private Sector on Public Land: Policy Implications of a SWOT Analysis of Banff National Park","year":2011,"lang":"en","type":"article","venue":"Journal of Natural Resources Policy Research","topic":"Strategic Planning and Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Government of Canada","keywords":"National park; SWOT analysis; Tourism; Thriving; Private sector; Wilderness; Sustainability; Environmental resource management; Nature tourism; Political science; Business; Environmental planning; Geography; Ecotourism; Public administration; Economic growth; Economics; Sociology; Ecology; Marketing; Social science; Archaeology","authors":[{"name":"Shannon K. Orr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1674607913746607,"gpt":0.3882848858248603,"spread":0.2208240944501996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001904866,0.0001446993,0.0002517253,0.001418289,0.001869523,0.003076351,0.0005619196,0.0007659529,0.004308048],"category_scores_gemma":[0.004680632,0.0001157181,0.0002049653,0.002530612,0.001613206,0.001978695,0.001309495,0.0008824706,0.00007877821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01505815,"about_ca_system_score_gemma":0.01102898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5581049,"about_ca_topic_score_gemma":0.6959937,"domain_scores_codex":[0.9984647,0.0006067767,0.00003251813,0.0000778188,0.0003583463,0.0004598187],"domain_scores_gemma":[0.995359,0.002738982,0.0004262374,0.00009876458,0.001022472,0.0003546306],"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":[0.0005112572,0.0005050311,0.2582778,0.000532499,0.0001346581,0.003130262,0.0255691,0.05487703,0.001510629,0.5802575,0.01079145,0.0639029],"study_design_scores_gemma":[0.00005605571,0.0002897462,0.3478522,0.0006328053,0.0001424076,0.0002732155,0.3387275,0.1316358,0.001703518,0.1046263,0.07395943,0.0001010732],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530603,0.0002143903,0.002711864,0.004871098,0.00001623449,0.0001116455,0.0005492946,0.000005896252,0.03845929],"genre_scores_gemma":[0.9970228,0.0001371481,0.0006733995,0.0001291243,0.00000465213,0.00002586552,0.0001247365,0.000002050893,0.001880294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4418951,"threshold_uncertainty_score":0.8889951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052087956","doi":"10.1080/19390459.2010.486162","title":"Analyzing Water Institutions in the 21st Century: Guidelines for Water Researchers and Professionals","year":2010,"lang":"en","type":"article","venue":"Journal of Natural Resources Policy Research","topic":"Water resources management and optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Context (archaeology); Field (mathematics); Political science; Public relations; Resource (disambiguation); Work (physics); Sociology; Engineering ethics; Environmental ethics; History; Computer science; Engineering","authors":[{"name":"Bryan A. Poirier","is_ca":false},{"name":"Robert C. de Loë","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1531736010606094,"gpt":0.439321264088768,"spread":0.2861476630281586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1115906,0.003294669,0.004409778,0.02737889,0.01124862,0.04054688,0.01450498,0.01743086,0.005487333],"category_scores_gemma":[0.1621504,0.001914103,0.003626477,0.0258358,0.04926559,0.04257048,0.01533885,0.01937876,0.002758812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0284542,"about_ca_system_score_gemma":0.05342409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06566717,"about_ca_topic_score_gemma":0.08487904,"domain_scores_codex":[0.918374,0.06208373,0.006707551,0.002658134,0.008043924,0.002132696],"domain_scores_gemma":[0.6586579,0.2284114,0.01618653,0.01255506,0.07130842,0.01288064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005841205,0.0007288625,0.01113319,0.004318192,0.0002429828,0.000878562,0.03489407,0.009566598,0.0003799431,0.6087178,0.1558797,0.1732017],"study_design_scores_gemma":[0.00004002582,0.00006307499,0.002562448,0.01470002,0.00007545669,0.0002470866,0.06037199,0.006795735,0.0003496323,0.7123809,0.2022501,0.0001634675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.006462067,0.09738067,0.2236129,0.6428434,0.002761621,0.001788018,0.0006512281,0.0007303501,0.02376973],"genre_scores_gemma":[0.1715659,0.1190518,0.6590559,0.02941409,0.003746649,0.006574312,0.001301633,0.0004358283,0.008853857],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1115906,"threshold_uncertainty_score":0.5901548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065488298","doi":"10.1080/19390459.2014.915131","title":"Exploring adaptive management in environmental farm programs in Saskatchewan, Canada","year":2014,"lang":"en","type":"article","venue":"Journal of Natural Resources Policy Research","topic":"Sustainable Agricultural Systems Analysis","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo; University of Regina","funders":"","keywords":"Agriculture; Vulnerability (computing); Scholarship; Environmental resource management; Business; Adaptive management; Environmental planning; Climate change; Geography; Economic growth; Economics; Ecology","authors":[{"name":"Margot Hurlbert","is_ca":true},{"name":"Jeremy Pittman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0655388770602719,"gpt":0.2854747874975125,"spread":0.2199359104372406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003035485,0.0002102541,0.0002399663,0.0009952228,0.01092593,0.003206498,0.001928281,0.0006308715,0.003176449],"category_scores_gemma":[0.004011897,0.0002471417,0.0001405292,0.002944073,0.00501599,0.0009212879,0.003142177,0.00131144,0.00009797264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.118131,"about_ca_system_score_gemma":0.2131892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9804043,"about_ca_topic_score_gemma":0.9962204,"domain_scores_codex":[0.9970717,0.001094005,0.00005245736,0.0002129331,0.0004068344,0.001162012],"domain_scores_gemma":[0.9943774,0.00180124,0.000312056,0.0001941965,0.001607044,0.001707987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004545309,0.001860391,0.2693682,0.0008686336,0.0001607388,0.003326241,0.3666396,0.007906322,0.008149507,0.06669,0.02281408,0.2517617],"study_design_scores_gemma":[0.00007219203,0.0002760984,0.2699484,0.0004788567,0.0000425232,0.0001256709,0.6074625,0.001983233,0.00121725,0.003104517,0.1152003,0.00008867688],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576259,0.0003627858,0.0009868874,0.00479467,0.00002837894,0.0002988609,0.0001908626,0.00002147182,0.03569005],"genre_scores_gemma":[0.9916329,0.0004016281,0.001253863,0.0006988319,0.000002825454,0.000169676,0.0001049455,0.000008417896,0.00572679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.118131,"threshold_uncertainty_score":0.8571043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286714426","doi":"10.5325/naturesopolirese.9.1.0001","title":"Restoring Fish and Wildlife Habitat in U.S. Great Lakes Areas of Concern","year":2019,"lang":"en","type":"article","venue":"Journal of Natural Resources Policy Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Wildlife; Habitat; Restoration ecology; Recreation; Environmental restoration; Fish <Actinopterygii>; Geography; Tourism; Environmental protection; Fishery; Fish habitat; Remedial action; Environmental planning; Environmental science; Environmental resource management; Environmental remediation; Ecology; Contamination","authors":[{"name":"John H. Hartig","is_ca":true},{"name":"John Perrecone","is_ca":false},{"name":"Thomas Clément","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03734483519270856,"gpt":0.3375471594067925,"spread":0.3002023242140839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004775028,0.0001356159,0.00007526795,0.0005034375,0.001392751,0.0008165089,0.0004702841,0.0004511852,0.004128916],"category_scores_gemma":[0.001216259,0.0001122752,0.0001108014,0.0004556672,0.0007900876,0.0006050948,0.001695635,0.0005484369,0.00030261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002717924,"about_ca_system_score_gemma":0.005966994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2096563,"about_ca_topic_score_gemma":0.5855758,"domain_scores_codex":[0.9997074,0.00006787459,0.00001187951,0.00002733991,0.00008313116,0.0001022455],"domain_scores_gemma":[0.9991703,0.00006920772,0.000141659,0.00002705157,0.0001895499,0.0004023861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009988466,0.0005106279,0.6863186,0.0004031222,0.00008429311,0.002797217,0.01237436,0.00190891,0.005624125,0.006372619,0.1315734,0.1519328],"study_design_scores_gemma":[0.00002037463,0.000186965,0.8751167,0.0001962107,0.00002236828,0.0003676547,0.0204445,0.0011319,0.0007951884,0.001314343,0.1003806,0.00002329587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485454,0.0009264215,0.0002590075,0.0161492,0.00007930912,0.00009643927,0.0006656214,0.00006711538,0.03321155],"genre_scores_gemma":[0.9844854,0.001122473,0.001058217,0.00329255,0.00004509954,0.00008945632,0.0005096156,0.000008896554,0.00938831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2096563,"threshold_uncertainty_score":0.416872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289312003","doi":"10.5325/naturesopolirese.8.1-2.0131","title":"Developing Disaster: Power, Structural Violence, Insurance-Linked Securities, and the International Political Economy of the Disaster Politics Nexus","year":2018,"lang":"en","type":"article","venue":"Journal of Natural Resources Policy Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Nexus (standard); Politics; Framing (construction); Disaster risk reduction; Conceptualization; Political economy; Reinsurance; Sociology; Economics; Political science; Economic system; Economic growth; Finance; Law","authors":[{"name":"Korey Pasch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03773856463813696,"gpt":0.3889132214203113,"spread":0.3511746567821744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00167661,0.0001405033,0.0001531684,0.0009026354,0.002039322,0.005761055,0.0003863206,0.001279873,0.003965668],"category_scores_gemma":[0.003223676,0.0001146803,0.0001587735,0.0009728855,0.01758065,0.003909652,0.004250466,0.001688455,0.00008308486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002763793,"about_ca_system_score_gemma":0.002088827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002509554,"about_ca_topic_score_gemma":0.003035712,"domain_scores_codex":[0.9988602,0.0006858376,0.00002634698,0.00007880464,0.000148647,0.0002001724],"domain_scores_gemma":[0.9979558,0.00130475,0.0003441304,0.00009067116,0.0001173947,0.0001871963],"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":[0.000005519065,0.00001403144,0.001578842,0.00001443722,0.00000281747,0.00007816994,0.002002891,0.0006763702,0.00003856585,0.9925053,0.000545267,0.002537662],"study_design_scores_gemma":[0.00001149788,0.00002818361,0.00599779,0.0001861804,0.000008137573,0.0001443344,0.02983131,0.002547945,0.0002632705,0.9252056,0.03575749,0.00001807684],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4165869,0.004822005,0.01669122,0.1208795,0.0002991475,0.0000463172,0.00008231225,0.00002115327,0.4405715],"genre_scores_gemma":[0.9978998,0.0006343441,0.0002147062,0.0003235946,0.00003772013,0.000007707152,0.000004238843,0.000001518676,0.0008763149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005761055,"threshold_uncertainty_score":0.02005279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037699325","doi":"10.1080/19390459.2014.934088","title":"The collective action theory path to contextual analysis","year":2014,"lang":"en","type":"article","venue":"Journal of Natural Resources Policy Research","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Collective action; Action (physics); Path (computing); Path analysis (statistics); Economics; Mathematical economics; Statistical physics; Econometrics; Political science; Physics; Mathematics; Computer science; Statistics; Politics; Quantum mechanics; Law","authors":[{"name":"Paul Dragos Aligică","is_ca":false},{"name":"Filippo Sabetti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06462581851980846,"gpt":0.4523594510572446,"spread":0.3877336325374361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009335975,0.001138963,0.0009745553,0.003137206,0.005237421,0.009769781,0.002811105,0.004263371,0.01506285],"category_scores_gemma":[0.01143292,0.0005261971,0.001296471,0.00307304,0.03894515,0.01403287,0.006769097,0.008925233,0.001389781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00929541,"about_ca_system_score_gemma":0.006958351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01052903,"about_ca_topic_score_gemma":0.009403759,"domain_scores_codex":[0.9943227,0.003620219,0.0001120934,0.0008434863,0.000737657,0.0003638447],"domain_scores_gemma":[0.9939582,0.003957383,0.0002487395,0.0007103775,0.000758765,0.0003664574],"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":[0.000003403522,0.000005391642,0.00005812371,0.00002486469,0.000005597286,0.00001472406,0.000790109,0.0001563923,0.00001240316,0.9946116,0.001638126,0.00267926],"study_design_scores_gemma":[0.000003588698,0.000004279208,0.0001013627,0.00005397654,0.000002951003,0.00001524192,0.0009423238,0.0004212426,0.00003709403,0.9662768,0.03213708,0.000004207481],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01053665,0.0183427,0.3160901,0.2366409,0.001381577,0.0001929227,0.0005125189,0.0001901646,0.4161125],"genre_scores_gemma":[0.7795876,0.01011778,0.1544939,0.01695294,0.001459086,0.0008911276,0.0004688149,0.000344494,0.0356844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01506285,"threshold_uncertainty_score":0.06744319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067519773","doi":"10.1080/19390459.2012.683957","title":"Species Specific Recreational Demand: The Case of Trout Fishing in Alberta","year":2012,"lang":"en","type":"article","venue":"Journal of Natural Resources Policy Research","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","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":"Trout; Recreation; Fishing; Rainbow trout; Fishery; Recreational fishing; Fish <Actinopterygii>; Geography; Ecology; Biology","authors":[{"name":"Aaron Strong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2235041686103464,"gpt":0.3405048224003939,"spread":0.1170006537900475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004401569,0.0002540931,0.0004259528,0.00104587,0.001806198,0.001740043,0.001312459,0.001242394,0.006662178],"category_scores_gemma":[0.001499278,0.0002888264,0.0005116048,0.0020876,0.001163116,0.0007456992,0.001132141,0.001156671,0.0002408148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01136806,"about_ca_system_score_gemma":0.002734719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8966103,"about_ca_topic_score_gemma":0.940259,"domain_scores_codex":[0.9996797,0.00005598364,0.000009606779,0.00002784335,0.00005278038,0.0001741179],"domain_scores_gemma":[0.9989684,0.0003529959,0.0001684484,0.00004453921,0.0001637973,0.0003018128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001027009,0.0007476446,0.7885794,0.0001612077,0.0002545788,0.00926951,0.003756047,0.1430899,0.00202427,0.02967922,0.007644164,0.0137671],"study_design_scores_gemma":[0.0001512766,0.0001853805,0.7508266,0.00009274812,0.0001609681,0.0009737998,0.03966392,0.1882462,0.0004265776,0.01313813,0.005958936,0.0001755159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943652,0.0001239425,0.0001713971,0.0005170854,0.000003070589,0.000009947382,0.0004093274,0.000005436263,0.004394538],"genre_scores_gemma":[0.9976401,0.0001047785,0.00008631343,0.0000268803,0.000003342464,0.000003683702,0.0002251113,0.000002102827,0.001907564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1033897,"threshold_uncertainty_score":0.2079971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}