{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":18,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":18,"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"},"query_hash":"85a01f99aced","filters":{"venue":"Small-scale Forestry"}},"results":[{"id":"W1981382043","doi":"10.1007/s11842-011-9185-8","title":"Sustaining Multifunctional Forestry Through the Developing of Social Capital and Promoting Participation: A Case of Multiethnic Mountain Communities","year":2011,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Social capital; Community forestry; Stakeholder; Citizen journalism; Promotion (chess); Political science; Social engagement; Business; Community development; Economic growth; Forest management; Environmental planning; Environmental resource management; Geography; Forestry; Public relations; Economics; Politics","retraction":null,"screen_n_in":null,"score":{"opus":0.0523423682015397,"gpt":0.279894078520858,"spread":0.2275517103193183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002830986,0.0001437496,0.0001596497,0.00002887503,0.0003563983,0.00001532484,0.0002034833,0.00008123832,0.0003107792],"category_scores_gemma":[0.00003136904,0.0001154765,0.00005882889,0.0001603335,0.0008031529,0.0002296323,0.0003909151,0.0001660898,0.000009358986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004800941,"about_ca_system_score_gemma":0.00002277839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007356349,"about_ca_topic_score_gemma":0.004755854,"domain_scores_codex":[0.9989938,0.00008752121,0.000338158,0.000138122,0.00015969,0.0002827437],"domain_scores_gemma":[0.9994434,0.0001062444,0.0002117093,0.0001826673,0.000023071,0.00003295521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009235286,0.0001442303,0.7524195,0.0002551176,0.00007681988,0.00003765553,0.227485,0.0004031942,0.000107875,0.01625837,0.0002085751,0.002511398],"study_design_scores_gemma":[0.001033844,0.0002250904,0.9250352,0.00008900604,0.0001085784,0.0001217382,0.056479,0.008702916,0.0007060163,0.006730809,0.0003724529,0.0003953676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949663,0.00002732381,0.0002665576,0.0001211989,0.00005187974,0.0002538238,0.000009757347,0.00002199698,0.004281164],"genre_scores_gemma":[0.9965101,0.000005333452,0.003010395,0.00005063014,0.0000491286,0.0000423198,0.00001072791,0.00001505595,0.0003062787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1726157,"threshold_uncertainty_score":0.9992537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2115314015","doi":"10.1007/s11842-011-9192-9","title":"Benefits and Barriers to Certification of Community-Based Forest Operations in Cameroon: An Exploratory Assessment","year":2011,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Mining and Resource Management","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Certification; Certified wood; Sustainability; Legislature; Indigenous; Forest management; Business; Government (linguistics); Sustainable forest management; Community forestry; Environmental resource management; Environmental planning; Political science; Forestry; Geography; Economics; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.05146319056039801,"gpt":0.2446100113467848,"spread":0.1931468207863868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002453461,0.0001129027,0.000128219,0.0001517216,0.0000971499,0.00001765528,0.0001635784,0.00006547145,0.00002156573],"category_scores_gemma":[0.00001112625,0.0001162216,0.00001996958,0.000146008,0.00004636845,0.00006534918,0.00004339234,0.0001883746,0.000002579237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003745153,"about_ca_system_score_gemma":0.0000261848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002219843,"about_ca_topic_score_gemma":0.003593736,"domain_scores_codex":[0.999362,0.00007154558,0.0002183688,0.0001032658,0.00008669838,0.0001581479],"domain_scores_gemma":[0.999395,0.00001842555,0.00001811195,0.0003626924,0.00002666834,0.0001790762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00002016883,0.0001508095,0.1760691,0.0002191908,0.00002630584,0.00000194638,0.01625419,0.7991602,0.0009030385,0.001392263,0.0001391142,0.00566368],"study_design_scores_gemma":[0.0007487527,0.0003921184,0.8843498,0.0002101232,0.00003783128,0.000001288201,0.01983703,0.08893959,0.004286059,0.00006873432,0.000709837,0.0004188035],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947138,0.00004245912,0.002930847,0.0000457831,0.00006364781,0.0002031221,0.00001364068,0.00007330289,0.001913352],"genre_scores_gemma":[0.9955663,0.000007150221,0.004159257,0.00007461447,0.00001426639,0.00009912359,0.00003876796,0.00002364247,0.00001689089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7102206,"threshold_uncertainty_score":0.4739378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046016522","doi":"10.1007/s11842-011-9181-z","title":"The Role of Government in the Development of Small and Medium Forest Enterprises: Case Studies from The Gambia","year":2011,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Government (linguistics); Business; Poverty; Poverty reduction; Enforcement; Sustainable development; Economic growth; Environmental planning; Political science; Economics; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.0295518455016343,"gpt":0.2181102952764922,"spread":0.1885584497748579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000883056,0.000142001,0.0001794443,0.00002649303,0.0002527886,0.00005216728,0.0003683876,0.00004880539,0.00002429929],"category_scores_gemma":[0.00006615863,0.0000756166,0.00004101971,0.0001141791,0.0002086978,0.0001026546,0.000298946,0.0001220878,0.000007286918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004351111,"about_ca_system_score_gemma":0.00004140227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000603202,"about_ca_topic_score_gemma":0.01711221,"domain_scores_codex":[0.9988896,0.00002089321,0.0005436788,0.0001633961,0.0001895688,0.000192871],"domain_scores_gemma":[0.9991663,0.000187228,0.0003232282,0.0002452051,0.00007091086,0.000007132028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006687328,0.0001045799,0.9635741,0.00006234074,0.0001389829,0.00001627124,0.02050092,0.000002549655,0.00003016481,0.00612176,0.0004585083,0.008923],"study_design_scores_gemma":[0.0005274563,0.00001027367,0.8770549,0.00008072656,0.00003888106,0.000006926734,0.1005059,0.00009360379,0.0003987289,0.007155993,0.01396965,0.0001569826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931487,0.000270584,0.00004528812,0.0004127593,0.0002114783,0.0003025572,0.000005890779,0.000008270288,0.005594444],"genre_scores_gemma":[0.9984768,0.00003128372,0.0007389154,0.0004640991,0.0001078348,0.00006714155,0.00000623082,0.00001078807,0.00009688215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0865192,"threshold_uncertainty_score":0.9549014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1853345739","doi":"10.1007/s11842-015-9308-8","title":"Optimizing Tapping-Tree Density of Rubber (Hevea brasiliensis) Plantations in South China","year":2015,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Forest ecology and management","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"China Agricultural Research System; University of British Columbia","keywords":"Tapping; Hevea brasiliensis; Natural rubber; Sowing; Hectare; Agroforestry; Forestry; Productivity; Environmental science; Thinning; Tree planting; Tree (set theory); Hevea; Dryness; Geography; Agronomy; Mathematics; Biology; Engineering; Ecology; Agriculture","retraction":null,"screen_n_in":null,"score":{"opus":0.01476248587325688,"gpt":0.2161978328807004,"spread":0.2014353470074435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002825125,0.0001371724,0.0001865818,0.00006668053,0.00007014234,0.00001044114,0.0002413861,0.0001140316,0.0001834775],"category_scores_gemma":[0.00004624997,0.000134873,0.00005344623,0.0002255458,0.000251253,0.0001365671,0.0003036828,0.0001729067,0.0002301553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001017521,"about_ca_system_score_gemma":0.00002252191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004934318,"about_ca_topic_score_gemma":0.008100556,"domain_scores_codex":[0.9988999,0.00004664588,0.0002613401,0.0002900595,0.0001844243,0.0003176687],"domain_scores_gemma":[0.9994529,0.00002729223,0.0001066434,0.0002786064,0.000008010136,0.0001265644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004158347,0.0001280362,0.9610206,0.00001487607,0.00001349447,0.00003079525,0.002911883,0.03322468,0.0001674728,0.001152813,0.001082956,0.0002107539],"study_design_scores_gemma":[0.0006079459,0.00006797576,0.9920223,0.00001909854,0.00002055946,0.000008315342,0.0007156314,0.002019218,0.0005846292,0.003594779,0.0001789637,0.0001605267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782203,0.00001394062,0.001979825,0.0001238014,0.0001674446,0.0002203153,0.000006922365,0.00003561447,0.01923183],"genre_scores_gemma":[0.9929096,0.000003178278,0.006102706,0.0001021606,0.00002146687,0.00001855203,0.00001754308,0.00001164682,0.0008131143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03120546,"threshold_uncertainty_score":0.549996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010025515","doi":"10.1007/s11842-012-9222-2","title":"Landowners Perceptions of Their Moral and Ethical Stewardship Responsibilities in New Brunswick, Canada, and Maine, USA","year":2012,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of New Brunswick","funders":"Government of Canada; Australian Government","keywords":"Stewardship (theology); Land tenure; Wildlife; Public land; Value (mathematics); Forest management; Business; Environmental resource management; Political science; Geography; Law; Forestry; Ecology; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.01606481681103771,"gpt":0.2330972038997265,"spread":0.2170323870886887,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003047425,0.000126226,0.0001539921,0.00004636436,0.00005484602,0.00001447772,0.0001159457,0.0001228036,0.0006613949],"category_scores_gemma":[0.00004031301,0.0001028204,0.00002521996,0.0001257155,0.0003473594,0.0000963014,0.0001846324,0.0002428293,0.00001784987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007230019,"about_ca_system_score_gemma":0.0001654937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7292311,"about_ca_topic_score_gemma":0.9695523,"domain_scores_codex":[0.9990785,0.00007197234,0.0001820395,0.0001691645,0.0001569651,0.0003414273],"domain_scores_gemma":[0.9994662,0.0001038583,0.00003870504,0.0001809448,0.000002924566,0.0002073584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004138178,0.00001456076,0.9921318,0.00002115587,0.000004075319,0.000001403397,0.001153534,0.00004758843,0.00006336635,0.002988406,0.003013394,0.0005193464],"study_design_scores_gemma":[0.0003167911,0.00003601279,0.9962215,0.00001500359,0.000008488302,0.000005939984,0.0004552064,0.0001358921,0.00003130821,0.0006266777,0.002025774,0.00012137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914282,0.00006155051,0.000005211214,0.000906244,0.0000526203,0.0001362374,0.00001223529,0.000008701505,0.007388993],"genre_scores_gemma":[0.9902828,0.00002848667,0.0004284592,0.0002813454,0.00006256121,0.000002615267,0.000006050685,0.00000941147,0.008898273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2403213,"threshold_uncertainty_score":0.7241811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065032417","doi":"10.1007/s11842-013-9243-5","title":"Use of Smartphone Technology for Small-Scale Silviculture: A Test of Low-Cost Technology in Eastern Ontario","year":2013,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Kimberly-Clark (Canada); Wilfrid Laurier University; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Silviculture; Scale (ratio); Test (biology); Environmental science; Geography; Agroforestry; Cartography; Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.03749290615013631,"gpt":0.223121174252811,"spread":0.1856282681026747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001044793,0.0002181208,0.0003906475,0.0001538008,0.000102566,0.00002692686,0.0004486267,0.0003576669,0.0001750717],"category_scores_gemma":[0.0002465774,0.0001096556,0.0001002741,0.001361169,0.0004267624,0.0001522788,0.0002180254,0.0002378778,0.00003542425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009102858,"about_ca_system_score_gemma":0.00006031986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008627004,"about_ca_topic_score_gemma":0.1483963,"domain_scores_codex":[0.998468,0.00001362562,0.0005998966,0.0003804878,0.0001386603,0.0003993298],"domain_scores_gemma":[0.9986342,0.0002725861,0.0003036286,0.000164681,0.0005743476,0.00005056385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002019804,0.000586467,0.9163377,0.00003834683,0.00002501971,7.868045e-7,0.0002050546,0.00001472105,0.0756283,0.0009824048,0.0008348042,0.005326165],"study_design_scores_gemma":[0.0003846012,0.0003165086,0.9637267,0.0001396627,0.00002130571,0.000007868441,0.003054281,0.00003880345,0.02311825,0.00455193,0.004371938,0.0002681454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941878,0.00005655487,0.00001521555,0.004206853,0.0001619808,0.0009251253,0.0001318826,0.00005937212,0.0002552514],"genre_scores_gemma":[0.9925574,0.00001009578,0.004122123,0.0000701242,0.00006447173,0.0004961439,0.0001061689,0.000003171449,0.002570278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1397693,"threshold_uncertainty_score":0.9979746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039864057","doi":"10.1007/s11842-011-9183-x","title":"Maple Sugar Bush Management and Forest Biodiversity Conservation in Eastern Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; Ministry of Natural Resources","keywords":"Biodiversity; Forest management; Agroforestry; Sustainable development; Geography; Incentive; Business; Government (linguistics); Sustainable forest management; Environmental resource management; Habitat; Environmental planning; Ecology; Forestry; Economics; Environmental science; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.01774343869733393,"gpt":0.1712310049809931,"spread":0.1534875662836592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001036672,0.0001490607,0.0001146225,0.00005042854,0.00009286792,0.00002162235,0.0002374844,0.00005605682,0.002347109],"category_scores_gemma":[0.000002196901,0.0001533358,0.00002430979,0.0001449933,0.000130182,0.0001495337,0.0003802394,0.0001086455,0.000256465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003010167,"about_ca_system_score_gemma":0.00002752864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9841046,"about_ca_topic_score_gemma":0.9987891,"domain_scores_codex":[0.9989985,0.00001863381,0.0001803255,0.0002901212,0.0001836958,0.0003287508],"domain_scores_gemma":[0.999593,0.000009047014,0.00006192995,0.0002207091,0.000003702363,0.0001116784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003091467,0.00003620748,0.9788601,0.00002162514,0.000009939294,0.00005555217,0.0004651503,0.00006659192,0.000001270806,0.0002799297,0.01974242,0.0004302789],"study_design_scores_gemma":[0.0004212811,0.00003130804,0.958205,0.0000128621,0.00001664832,0.000002247808,0.0001099609,0.0003012638,0.00001137692,0.0004703374,0.04024471,0.0001730254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309831,0.000008231079,0.00002132436,0.0001945108,0.0000943617,0.0002533475,0.000008916948,0.00001944495,0.06841677],"genre_scores_gemma":[0.9800471,0.00001038954,0.001112011,0.000591556,0.00001415159,0.00001475311,0.00003162177,0.000007880559,0.01817055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05024622,"threshold_uncertainty_score":0.9985649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045179070","doi":"10.1007/s11842-010-9131-1","title":"Chamaedorea Palm Frond Commercialization and Certification Considered from a Smallholder Livelihood System Perspective","year":2010,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Reseau canadien de recherche respiratoire; University of Florida; University of Florida Foundation","keywords":"Livelihood; Certification; Commercialization; Business; Sustainability; Context (archaeology); Natural resource economics; Environmental economics; Environmental resource management; Marketing; Environmental planning; Economic growth; Economics; Geography; Agriculture; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.02239765244270735,"gpt":0.2390055356784557,"spread":0.2166078832357484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002350338,0.0002632727,0.0002973871,0.0001141007,0.0004020777,0.000461809,0.0001994179,0.0002860193,0.00006228953],"category_scores_gemma":[0.0003718423,0.0002570137,0.00009888225,0.0002606849,0.0002354063,0.0005431634,0.0001178182,0.0003111835,0.00004178745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001101631,"about_ca_system_score_gemma":0.00006210835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.011965,"about_ca_topic_score_gemma":0.0048356,"domain_scores_codex":[0.9985849,0.0000316726,0.0003221786,0.0004771683,0.0002150055,0.0003690321],"domain_scores_gemma":[0.9988433,0.00007980178,0.0002276043,0.0003501574,0.0004424671,0.00005662931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001706747,0.0004411038,0.8660018,0.0005838357,0.000151385,0.00002610574,0.006673351,0.00002639601,0.001048857,0.1208326,0.001436795,0.00260716],"study_design_scores_gemma":[0.0009749967,0.00002165434,0.8968405,0.0001015035,0.0002425811,0.000004831241,0.06147712,0.002572928,0.0001056812,0.03596428,0.001171434,0.0005225578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855751,0.0001427857,0.0003631718,0.001549612,0.000657787,0.0005988464,0.00005407976,0.0002423247,0.01081623],"genre_scores_gemma":[0.9976417,0.000007428743,0.0002013026,0.000396018,0.001444499,0.00003181386,0.0001838074,0.00003713707,0.00005630025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08486829,"threshold_uncertainty_score":0.9999882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899168816","doi":"10.1007/s11842-018-9411-8","title":"Modelling Research Topic Trends in Community Forestry","year":2018,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Computational and Text Analysis Methods","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Bibliometrics; Latin Americans; Regional science; Topic model; Geography; Political science; Library science; Data science; Computer science; Information retrieval","retraction":null,"screen_n_in":null,"score":{"opus":0.2413602423090544,"gpt":0.4617404749219203,"spread":0.220380232612866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003814765,0.0001039995,0.0001842017,0.000391349,0.001211632,0.00009491047,0.0005631032,0.0001722912,0.0003785961],"category_scores_gemma":[0.0001431192,0.000103242,0.0001053841,0.001454589,0.0007402907,0.0001352189,0.0001685718,0.0007576243,0.00005343584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307527,"about_ca_system_score_gemma":0.0001544061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02199694,"about_ca_topic_score_gemma":0.05314257,"domain_scores_codex":[0.9970321,0.001434942,0.0002660158,0.0002252644,0.0005145848,0.0005270939],"domain_scores_gemma":[0.998622,0.0006238464,0.00004981321,0.0003176653,0.0002357084,0.0001509701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001485277,0.0009048687,0.4757968,0.00006320438,0.0000906324,0.00003528568,0.06408618,0.02542974,0.00006818696,0.1672893,0.002354491,0.2637327],"study_design_scores_gemma":[0.0009161854,0.0003049783,0.2285857,0.0001467659,0.00003611712,0.000003511126,0.01790423,0.1504806,0.000186396,0.5618631,0.03893819,0.0006342616],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8922074,0.00005665098,0.007735726,0.0008165818,0.0001667849,0.00007132054,0.000002614992,0.00004887088,0.09889408],"genre_scores_gemma":[0.9840779,0.00001456382,0.008079569,0.00004934845,0.000701142,0.00001539822,0.00001544596,0.00001077132,0.007035849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3945737,"threshold_uncertainty_score":0.9845157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050276057","doi":"10.1007/s11842-013-9246-2","title":"Enabling Conditions for Successful Greening of Public Spaces: The Case of Touroua, Cameroon Based on Perceptions","year":2013,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Livelihood; Tree planting; Diversification (marketing strategy); Perception; Meaning (existential); Focus group; Geography; Socioeconomics; Marketing; Environmental resource management; Public relations; Economic growth; Business; Political science; Sociology; Psychology; Agriculture; Forestry; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.08999304658638828,"gpt":0.2366071642279244,"spread":0.1466141176415361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003070018,0.0001108487,0.0002235793,0.0001349267,0.0001689563,0.00005292737,0.0001593026,0.00008501406,0.001137807],"category_scores_gemma":[0.00006660867,0.0001059053,0.000151019,0.0000982268,0.0001538084,0.0002447409,0.00003038325,0.00009746189,0.0001012289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006306268,"about_ca_system_score_gemma":0.00001717493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008936567,"about_ca_topic_score_gemma":0.0002889615,"domain_scores_codex":[0.9990596,0.00001501424,0.0004770358,0.0002253076,0.00002202403,0.0002010844],"domain_scores_gemma":[0.9990519,0.000179871,0.000368478,0.0003135189,0.0000267588,0.00005947729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009778019,0.0002177601,0.9533496,0.00009676169,0.00005549025,0.000001645649,0.0004735388,0.01189816,0.0001884778,0.03096049,0.0005312712,0.002216951],"study_design_scores_gemma":[0.002004581,0.0004974552,0.7426204,0.00008108743,0.00005525781,0.00003396123,0.009177022,0.2170541,0.0004840947,0.02639137,0.001080485,0.0005202405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842489,0.00007048267,0.01187185,0.000760156,0.0001023179,0.0004325944,0.0004451355,0.00001165,0.002056884],"genre_scores_gemma":[0.9982534,0.00001360931,0.0009712559,0.0000943362,0.00005961627,0.0001577672,0.0001065832,0.00001991786,0.0003235073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2107293,"threshold_uncertainty_score":0.9997753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3019210986","doi":"10.1007/s11842-020-09443-8","title":"Differences and Similarities Among Members and Nonmembers of Forest Landowner Associations in the Southern United States","year":2020,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Forester; Land tenure; Outreach; Forest management; Business; Forestry; Community forestry; Quarter (Canadian coin); Plan (archaeology); Environmental resource management; Geography; Agriculture; Economic growth; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.01521877156058869,"gpt":0.2049776852915674,"spread":0.1897589137309787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001360263,0.0001110644,0.0001320797,0.00003666318,0.00008206754,0.00004437289,0.0001708545,0.00005614227,0.0002115705],"category_scores_gemma":[0.00003198003,0.00007541394,0.00002662143,0.0002309898,0.0004157736,0.00009312,0.0001362102,0.000120588,0.00001133565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001159654,"about_ca_system_score_gemma":0.000003153242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006258911,"about_ca_topic_score_gemma":0.01582951,"domain_scores_codex":[0.9992742,0.00005552001,0.0001626567,0.0001593919,0.00016126,0.0001869555],"domain_scores_gemma":[0.9996344,0.0001268866,0.00007498245,0.00009608689,0.000003499483,0.00006409418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009543464,0.00001601273,0.9891108,0.00002002749,0.00001047467,0.000002010053,0.00871558,0.0008077384,0.000003751158,0.0001685496,0.001052817,0.00008270105],"study_design_scores_gemma":[0.0003305886,0.00004938039,0.9857259,0.00001079309,0.00002274149,4.230175e-7,0.003432084,0.008648259,0.000004606899,0.0007257715,0.000946133,0.0001032501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933698,0.00002165092,0.000005732459,0.001657628,0.00001281473,0.0001710327,0.00006963187,0.00001531848,0.004676365],"genre_scores_gemma":[0.9988018,0.0000516563,0.00007199753,0.000491356,0.00002203059,0.00001787384,0.00004124561,0.000008031761,0.000493952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009570598,"threshold_uncertainty_score":0.9461644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2942215146","doi":"10.1007/s11842-019-09415-7","title":"Achievements in Aboriginal Forestry Research: Claims, Evidence and Opportunities","year":2019,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Winnipeg","funders":"Social Sciences and Humanities Research Council of Canada; Itä-Suomen Yliopisto; University of Minnesota","keywords":"Diversity (politics); Community forestry; Acknowledgement; Thematic analysis; Political science; Geography; Forestry; Sustainable forest management; Forest management; Environmental resource management; Sociology; Qualitative research; Social science","retraction":null,"screen_n_in":null,"score":{"opus":0.2497927066479028,"gpt":0.4645476582406179,"spread":0.2147549515927151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002260956,0.000197722,0.0003650268,0.0002210985,0.001675599,0.00001800685,0.0003186934,0.0003683352,0.0005551642],"category_scores_gemma":[0.0000798347,0.0001784774,0.00004236489,0.0001890461,0.0002380849,0.0001933189,0.0004699678,0.001418484,0.0004848927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003222419,"about_ca_system_score_gemma":0.0008528695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004261859,"about_ca_topic_score_gemma":0.03685737,"domain_scores_codex":[0.9964665,0.0004849521,0.0005192765,0.0004418758,0.0003217616,0.001765634],"domain_scores_gemma":[0.998217,0.0008252373,0.000125113,0.0004153844,0.0002253371,0.0001918758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001457849,0.00007443808,0.9795175,0.000509507,0.00001978317,0.00005129516,0.009933611,0.000005713131,0.00003488108,0.006779943,0.002467399,0.0004601276],"study_design_scores_gemma":[0.001134741,0.0005656739,0.8823484,0.0008302644,0.00001342081,0.000008000116,0.06670658,0.00009636223,0.000009991482,0.004211739,0.04377791,0.0002969411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756866,0.00074556,0.000005948734,0.002330337,0.0007521818,0.001295714,0.00002203997,0.00004516354,0.01911646],"genre_scores_gemma":[0.9823903,0.002447779,0.0001997937,0.0008196119,0.0003070371,0.0003180682,0.0000181659,0.0000343369,0.01346492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09716914,"threshold_uncertainty_score":0.9996241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W138674612","doi":"10.1007/s11842-006-0014-4","title":"People’s attitude and use of forestland: Co-evolution of forest administration in Bangladesh","year":2006,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Government (linguistics); Independence (probability theory); Citizen journalism; Business; Property rights; Politics; Administration (probate law); Geography; Economic growth; Political science; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.01133516804843295,"gpt":0.1988305261367059,"spread":0.187495358088273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001220917,0.00009976101,0.0001394864,0.00007084853,0.00005688408,0.00001581133,0.0001079139,0.00008104246,0.00006682327],"category_scores_gemma":[0.00001426861,0.0000970015,0.00004223827,0.0001808485,0.0001996219,0.0001338059,0.000109421,0.00005916815,0.000006502697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008002864,"about_ca_system_score_gemma":0.00001421939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009369982,"about_ca_topic_score_gemma":0.1161161,"domain_scores_codex":[0.9991663,0.00002790222,0.0002553525,0.0001977229,0.0001952023,0.0001575232],"domain_scores_gemma":[0.9996101,0.00004601716,0.0001306519,0.0001637717,0.00001061201,0.00003882248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004718207,0.0001252011,0.9966155,0.00005095908,0.000004388949,0.00000262527,0.0001307232,0.002000815,0.0004246052,0.0001752338,0.0002582468,0.0001644649],"study_design_scores_gemma":[0.0004235333,0.00008937998,0.9965393,0.00002323689,0.00001791825,0.000002593432,0.00017106,0.001068977,0.000291033,0.0004111274,0.0008649164,0.00009690432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979842,0.00002588746,0.0004389359,0.0001347022,0.00002779195,0.0002339242,0.00002460449,0.00001235715,0.00111765],"genre_scores_gemma":[0.9988177,0.0000110447,0.0006602457,0.00001440443,0.00001772808,0.000006056584,0.0000551441,0.000005201161,0.0004124818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1067461,"threshold_uncertainty_score":0.9972267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306369252","doi":"10.1007/s11842-022-09533-9","title":"The Effect of Managers’ Personal Characteristics on the Performance of Community Forest Enterprises","year":2022,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Discretion; Proactivity; Business; Work (physics); Public relations; Perception; Marketing; Psychology; Political science; Social psychology; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.009109859009213891,"gpt":0.2080835106711413,"spread":0.1989736516619274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008374861,0.0001452318,0.0001575576,0.00002762027,0.0008824655,0.00001819053,0.0009097207,0.00002725887,0.0008656668],"category_scores_gemma":[0.0000404158,0.0000861241,0.0001193611,0.0001930392,0.000568528,0.00004868761,0.0008395778,0.0004298735,0.00007274406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006142744,"about_ca_system_score_gemma":0.000005798165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003884889,"about_ca_topic_score_gemma":0.0001399889,"domain_scores_codex":[0.9987531,0.0003299816,0.0002278218,0.0001041395,0.000328843,0.0002561261],"domain_scores_gemma":[0.9987381,0.0005202366,0.0001946515,0.0005053306,0.00000417312,0.00003754987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002967259,0.0000844622,0.9875701,0.00007514778,0.0000333331,0.000001487748,0.001046114,0.0009747756,0.0001412044,0.0004317949,0.00588055,0.003464292],"study_design_scores_gemma":[0.0003308398,0.001600539,0.9812002,0.00002392998,0.00004296691,0.000003816312,0.0003539264,0.00430975,0.0007434575,0.00008604361,0.01116577,0.0001388243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876556,0.00001102731,0.000002121089,0.0003514911,0.0001466499,0.0003130588,0.000034105,0.00001454187,0.01147139],"genre_scores_gemma":[0.9970878,0.00001983266,0.000006830258,0.0001383961,0.00003005534,0.00007308251,0.00001744772,0.00001419441,0.00261237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009432175,"threshold_uncertainty_score":0.9478445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383345425","doi":"10.1007/s11842-023-09544-0","title":"One Size Does not Fit all: Constraints and Opportunities for Small-Scale Forestry in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Scale (ratio); Diversification (marketing strategy); Forest management; Stewardship (theology); Community forestry; Government (linguistics); Revenue; Forestry; Business; Environmental resource management; Geography; Political science; Economics; Ecology; Marketing; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.03518193221380835,"gpt":0.2238182583060399,"spread":0.1886363260922316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003746522,0.0002596043,0.0003953865,0.00005417607,0.0002541202,0.0003038499,0.0004825834,0.0002046218,0.001683111],"category_scores_gemma":[0.00009637562,0.0003572774,0.00009922926,0.0002554541,0.0009821205,0.00021018,0.0004836466,0.0002543187,0.00004587047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002034605,"about_ca_system_score_gemma":0.0001540248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7704672,"about_ca_topic_score_gemma":0.9954913,"domain_scores_codex":[0.9974228,0.00005079023,0.0004980043,0.0006427179,0.0003799094,0.001005822],"domain_scores_gemma":[0.9987971,0.0003103421,0.0001341433,0.0003811922,0.00001582159,0.0003614106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004922488,0.0001397475,0.8976719,0.000338331,0.00007294524,0.0003155439,0.0003110533,0.0002816302,0.0001706191,0.0001969628,0.06757107,0.03288097],"study_design_scores_gemma":[0.001580126,0.0001266341,0.94916,0.0001537451,0.00006348947,0.00002627175,0.001249589,0.001407851,0.00009910413,0.0020867,0.04328251,0.0007640077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989082,0.00002320664,0.000009449869,0.002575574,0.0003078559,0.0008240528,0.0005888532,0.0001331241,0.006455908],"genre_scores_gemma":[0.9372513,0.0001840275,0.0007486785,0.001574699,0.0001512758,0.0002621982,0.0001427445,0.00006349696,0.0596216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2250241,"threshold_uncertainty_score":0.9998879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042930367","doi":"10.1007/s11842-010-9130-2","title":"Profit–Size Relationships: A Wood Value Expression to Facilitate Stand Management Decision Making","year":2010,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Forest ecology and management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick; Université de Moncton","funders":"","keywords":"Net present value; Profitability index; Revenue; Net profit; Profit (economics); Present value; Stumpage; Cash flow; Value (mathematics); Business; Net asset value; Economics; Operations management; Production (economics); Microeconomics; Computer science; Finance; Agricultural economics","retraction":null,"screen_n_in":null,"score":{"opus":0.02047116230353071,"gpt":0.2406170203470361,"spread":0.2201458580435054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006323833,0.0002222272,0.0001612467,0.00007212325,0.0004336408,0.00005463514,0.000467369,0.0001818001,0.001362291],"category_scores_gemma":[0.0001337318,0.0001998934,0.00007636135,0.0002743359,0.0001510571,0.0002118228,0.0008305502,0.000447024,0.001652717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104356,"about_ca_system_score_gemma":0.000009028012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002249186,"about_ca_topic_score_gemma":0.0007516781,"domain_scores_codex":[0.998159,0.00006708856,0.0003260212,0.0005977378,0.0003591165,0.0004910704],"domain_scores_gemma":[0.9989099,0.0001772963,0.00008157214,0.0006295053,0.000009016786,0.0001926962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00062003,0.0004070289,0.882847,0.0001675769,0.00006863343,0.0001710088,0.002687341,0.01998444,0.005883058,0.0279762,0.03996465,0.01922309],"study_design_scores_gemma":[0.0005644429,0.0001089228,0.9394978,0.00009969022,0.00003185923,0.000007443415,0.0003660196,0.0003972069,0.0005810618,0.03762016,0.0203917,0.0003336868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444925,0.00001118058,0.02200766,0.0003940576,0.000562932,0.0009384201,0.00001179888,0.0001143811,0.03146713],"genre_scores_gemma":[0.9108822,0.000005790791,0.08228369,0.0001824157,0.00003991351,0.0001937601,0.000005638297,0.00002263505,0.006383966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06027604,"threshold_uncertainty_score":0.9995506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403778792","doi":"10.1007/s11842-024-09577-z","title":"Landowner Behavior: Influence of an Increase in Perceived Risk on the Expected Loss of Early Plantation Harvests","year":2024,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton","funders":"","keywords":"Land tenure; Risk perception; Business; Natural resource economics; Environmental science; Psychology; Perception; Economics; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.009374191655404882,"gpt":0.2374534547842226,"spread":0.2280792631288177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001924149,0.0001164582,0.0001151313,0.00007939947,0.00003905245,0.00002792198,0.0002696154,0.00006564589,0.0004065616],"category_scores_gemma":[0.00002925317,0.00007980782,0.0000474125,0.0002768887,0.0002282717,0.0002296301,0.00008220438,0.0001717629,0.0001707036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003764182,"about_ca_system_score_gemma":0.00001171016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01278,"about_ca_topic_score_gemma":0.004258178,"domain_scores_codex":[0.999064,0.00009589994,0.0002292843,0.0002123082,0.00022171,0.000176783],"domain_scores_gemma":[0.9994968,0.00008788258,0.00007511324,0.0002791834,0.000005554383,0.00005543107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009668147,0.0001152927,0.9913271,0.00002684784,0.000007350243,0.00002852845,0.00173838,0.003242356,0.002058828,0.0003876522,0.0001347322,0.000836227],"study_design_scores_gemma":[0.0002196777,0.0001550918,0.9975647,0.00006955627,0.00002665145,0.000002388555,0.00005797711,0.0009079762,0.0005437392,0.0002771311,0.00008100112,0.0000940513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972889,0.000008479251,0.000001914982,0.00003844595,0.00003498654,0.0002681373,0.0000536466,0.00002976635,0.002275764],"genre_scores_gemma":[0.9991933,0.00001704113,0.00007410993,0.0000283736,0.00002389125,0.00004235333,0.00002398681,0.00001243992,0.0005844681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008521825,"threshold_uncertainty_score":0.993794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7114915019","doi":"10.1007/s11842-025-09613-6","title":"Smallholder Perceptions Toward Oil Palm Agroforestry in Tropical Peatlands, Indonesia: Do Farmers Reject Sustainable Alternatives?","year":2025,"lang":"en","type":"article","venue":"Small-scale Forestry","topic":"Oil Palm Production and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Centre de Géomatique du Québec","funders":"Social Sciences and Humanities Research Council; Fonds de Recherche du Québec-Société et Culture","keywords":"Monoculture; Palm oil; Diversification (marketing strategy); Cropping; Sustainability; Food security; Tropics; Livelihood","retraction":null,"screen_n_in":null,"score":{"opus":0.007709543115893489,"gpt":0.2428377675030342,"spread":0.2351282243871406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003834762,0.0003452777,0.0003681762,0.0002003387,0.0003022036,0.0001111617,0.0005341221,0.0002847674,0.001482846],"category_scores_gemma":[0.0001613918,0.0003230167,0.0001862244,0.0008944447,0.0006093619,0.000300712,0.0004858821,0.0007166116,0.0001235782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008392935,"about_ca_system_score_gemma":0.0001364397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00081046,"about_ca_topic_score_gemma":0.0006271268,"domain_scores_codex":[0.9970368,0.0002161717,0.0005089466,0.0009388918,0.0003610801,0.0009381584],"domain_scores_gemma":[0.998936,0.00006991882,0.0000901774,0.0006484637,0.00004652928,0.0002089151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001041934,0.0003100913,0.9891323,0.0001512036,0.00001684236,0.00008403187,0.0009127351,0.00118874,0.0001080205,0.001099772,0.001300412,0.005591611],"study_design_scores_gemma":[0.001032294,0.00007079376,0.9757705,0.00003548271,0.00002317626,0.00001571095,0.0134563,0.0001960752,0.0001076107,0.003595924,0.005372679,0.0003234112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599011,0.00006585442,0.0005025466,0.002563746,0.0002651348,0.0002991028,0.000005997179,0.000110957,0.03628559],"genre_scores_gemma":[0.9702152,0.00007876501,0.0005464421,0.0002292467,0.000104169,0.0001461048,0.00002702489,0.00002448241,0.02862855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01336181,"threshold_uncertainty_score":0.9999222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}