{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"95d9ad52fc27","filters":{"venue":"Annals of WULS Forestry and Wood Technology"}},"results":[{"id":"W3212413430","doi":"10.5604/01.3001.0015.5025","title":"The review of the financial strategies of Polish wood-industry companies listed on the Warsaw Stock Exchange","year":2021,"lang":"en","type":"article","venue":"Annals of WULS Forestry and Wood Technology","topic":"Economic and Fiscal Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Stock exchange; Business; Capital structure; Finance; Debt; Equity (law); Quarter (Canadian coin); Volatility (finance); Debt ratio; Financial system","authors":[{"name":"J. Biernacka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0728101725633248,"gpt":0.2710755740925985,"spread":0.1982654015292737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009531866,0.0002968232,0.000244173,0.006602407,0.0001638413,0.001321008,0.0002470684,0.0002580101,0.001400854],"category_scores_gemma":[0.002722865,0.0001459897,0.0002290326,0.008054213,0.0001861354,0.001350434,0.0002382935,0.0001816154,0.0003293131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008574606,"about_ca_system_score_gemma":0.00138453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005193035,"about_ca_topic_score_gemma":0.009831972,"domain_scores_codex":[0.9994113,0.00008646131,0.0001930268,0.00005484684,0.000212402,0.00004189669],"domain_scores_gemma":[0.9982353,0.0005884456,0.0005607075,0.00003115109,0.0005466475,0.00003766731],"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":[0.000218455,0.00004521786,0.05629434,0.01950334,0.0004456073,0.0006543347,0.0006857925,0.001020564,0.001452145,0.007303736,0.06187856,0.8504979],"study_design_scores_gemma":[0.00002023748,0.00014878,0.3515033,0.01528332,0.0006577546,0.002085652,0.001508779,0.0005633681,0.00192674,0.00159812,0.6246623,0.00004170682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04620807,0.9415261,0.0004597442,0.002004988,0.0002170626,0.00002455361,0.001503301,0.00001951446,0.008036638],"genre_scores_gemma":[0.1763024,0.8158719,0.0007978645,0.0005744139,0.0002812545,0.00002360018,0.002218025,0.000008945514,0.003921622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006602407,"threshold_uncertainty_score":0.01032561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3194018435","doi":"10.5604/01.3001.0015.2377","title":"CLT – material for the measure of the future","year":2021,"lang":"en","type":"article","venue":"Annals of WULS Forestry and Wood Technology","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cross laminated timber; Product (mathematics); Perpendicular; Laminated veneer lumber; Measure (data warehouse); Wood industry; Engineering; Structural engineering; Computer science; Materials science; Mathematics; Composite material; Geography; Forestry; Geometry","authors":[{"name":"S. Krzosek","is_ca":false},{"name":"Teresa Kłosińska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01451385546393904,"gpt":0.2466251396744339,"spread":0.2321112842104948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005240477,0.00189516,0.0006981023,0.007147548,0.002410029,0.006770161,0.00200514,0.003647536,0.1107955],"category_scores_gemma":[0.01666391,0.0004861474,0.001026515,0.004006235,0.002885288,0.008832845,0.00492844,0.004077654,0.04850287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003498584,"about_ca_system_score_gemma":0.004987608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003746237,"about_ca_topic_score_gemma":0.002680787,"domain_scores_codex":[0.9921229,0.001513386,0.0007585491,0.0006903089,0.004448696,0.000465999],"domain_scores_gemma":[0.990799,0.002029769,0.001022723,0.001067079,0.004422114,0.0006593251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001576462,0.0000704743,0.001135942,0.001289074,0.00003329539,0.0002078369,0.0004942016,0.001081145,0.001764425,0.3009896,0.5165845,0.1761919],"study_design_scores_gemma":[0.00001225462,0.00005484369,0.000796411,0.0005556204,0.00001101708,0.000163142,0.0001807699,0.0002007286,0.0003529211,0.01728436,0.9803566,0.00003123916],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004316919,0.02069717,0.05012606,0.018891,0.02144327,0.000985065,0.01293004,0.002656556,0.8679539],"genre_scores_gemma":[0.1919334,0.041419,0.1175116,0.0176407,0.01318772,0.007202941,0.03401965,0.004338816,0.5727462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1107955,"threshold_uncertainty_score":0.370648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1178455778","doi":"","title":"The analysis of the energy demand for heating and cooling of the house built on the basis of the traditional Canadian wood-frame construction","year":2014,"lang":"en","type":"article","venue":"Annals of WULS Forestry and Wood Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Architectural engineering; Basis (linear algebra); Frame (networking); Passive house; Energy (signal processing); Engineering; Environmental science; Civil engineering; Mechanical engineering; Efficient energy use; Mathematics; Electrical engineering","authors":[{"name":"M Cyrankowski","is_ca":false},{"name":"Jacek Wilkowski","is_ca":false},{"name":"Piotr Podziewski","is_ca":false},{"name":"Karol Szymanowski","is_ca":false},{"name":"Dagmara Chludzińska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01544034444831772,"gpt":0.2059296654772654,"spread":0.1904893210289477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001190806,0.0003879129,0.0002201034,0.0007520589,0.0006268262,0.0005524997,0.0005371361,0.0001956224,0.003372972],"category_scores_gemma":[0.0003897615,0.0001793151,0.0005637049,0.001157701,0.0002694142,0.0002059259,0.0001365209,0.00022797,0.0001901026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005813733,"about_ca_system_score_gemma":0.003517283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7635894,"about_ca_topic_score_gemma":0.8764846,"domain_scores_codex":[0.9998629,0.000009492487,0.000002010183,0.00001432519,0.00004960676,0.00006159411],"domain_scores_gemma":[0.9998931,0.00004025756,0.000004296024,0.000003382713,0.00004786433,0.00001111748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000958321,0.0001679437,0.08796275,0.0002533589,0.0001212912,0.0007597169,0.0003678596,0.7868833,0.04928108,0.01641664,0.003867299,0.05296045],"study_design_scores_gemma":[0.00002413926,0.000133718,0.3131213,0.00001509319,0.0001069455,0.0001761272,0.001122084,0.6641197,0.01383836,0.001622452,0.00565791,0.00006218474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989265,0.0001036069,0.002223643,0.00004853205,0.000005814386,0.00001654996,0.0008382984,0.00001220551,0.007486458],"genre_scores_gemma":[0.9956735,0.00007302293,0.0006842996,0.000005119354,0.000001722112,0.000007221154,0.0005596644,0.000008220291,0.002987313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2364106,"threshold_uncertainty_score":0.4756056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3099021904","doi":"","title":"Canada - a new partner for Polish wood industry.","year":2017,"lang":"en","type":"article","venue":"Annals of WULS Forestry and Wood Technology","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wood industry; Pulp and paper industry; Business; Geography; Engineering; Forestry","authors":[{"name":"R. Gruszczyński","is_ca":false},{"name":"S. Krzosek","is_ca":false},{"name":"Teresa Kłosińska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0362204693945478,"gpt":0.3015477547704355,"spread":0.2653272853758877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007504931,0.0004669667,0.0003137002,0.001153087,0.003968877,0.004336453,0.00113548,0.001745593,0.05984635],"category_scores_gemma":[0.001419543,0.0002859361,0.0002593976,0.002458705,0.0005811481,0.001945298,0.001766931,0.001951713,0.007369895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02631222,"about_ca_system_score_gemma":0.1356902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9486907,"about_ca_topic_score_gemma":0.9822144,"domain_scores_codex":[0.9985712,0.00004926577,0.00002518482,0.0001194137,0.0006052282,0.0006296764],"domain_scores_gemma":[0.9969614,0.00008311307,0.00006063674,0.00006669718,0.001471233,0.001356879],"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":[0.0002792645,0.0001535805,0.009173097,0.0002639013,0.00003963292,0.0004802689,0.0003845394,0.0003387687,0.001719011,0.0607965,0.7890823,0.137289],"study_design_scores_gemma":[0.00001562671,0.00001297707,0.006627738,0.00005461351,0.000009254431,0.00008871228,0.0006299224,0.0002848759,0.0005230659,0.001031327,0.9907073,0.00001451709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04563128,0.02891552,0.005385812,0.0939507,0.004019843,0.0004769977,0.02843516,0.00181355,0.7913711],"genre_scores_gemma":[0.0801576,0.004747028,0.003944782,0.004783865,0.00007150336,0.00006668381,0.005722282,0.0002458614,0.9002604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05984635,"threshold_uncertainty_score":0.200206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206281234","doi":"10.5604/01.3001.0015.6897","title":"The review of the financial strategies of Polish pulp and paper companies listed on the Warsaw Stock Exchange","year":2021,"lang":"en","type":"article","venue":"Annals of WULS Forestry and Wood Technology","topic":"Polish socio-economic development","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":"Stock exchange; Finance; Business; Equity (law); Capital structure; Debt; Quarter (Canadian coin); Financial system","authors":[{"name":"J. Biernacka","is_ca":false},{"name":"Sylwia Oleńska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05029847040567097,"gpt":0.2607513013674244,"spread":0.2104528309617534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001487826,0.0003221931,0.0002979283,0.008405991,0.000191063,0.001610322,0.0002812135,0.0003097632,0.00169727],"category_scores_gemma":[0.004107014,0.0001621941,0.0002356563,0.009729436,0.0002428415,0.001721792,0.0003221243,0.0002401828,0.0004861775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009255594,"about_ca_system_score_gemma":0.001594688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004897103,"about_ca_topic_score_gemma":0.008007815,"domain_scores_codex":[0.9990202,0.0001222716,0.0003057488,0.00008102819,0.0004122363,0.00005857721],"domain_scores_gemma":[0.9968822,0.0009791648,0.0009301577,0.00006100411,0.001082252,0.0000652879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002226256,0.00004468823,0.06923711,0.01512244,0.0004789601,0.0007132941,0.0007651163,0.0009507989,0.001487238,0.007074702,0.06307194,0.8408311],"study_design_scores_gemma":[0.00001939427,0.000137571,0.4183458,0.01268063,0.000708089,0.001783119,0.001727317,0.000544107,0.002324002,0.001440985,0.5602421,0.00004695582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08126607,0.8978639,0.0008084836,0.003308349,0.0003810255,0.00004132992,0.003208517,0.0000304319,0.01309183],"genre_scores_gemma":[0.2585883,0.7296388,0.001198443,0.0007163727,0.0003733878,0.00003830918,0.004208231,0.00001500923,0.005223172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008405991,"threshold_uncertainty_score":0.009737253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408434242","doi":"10.5604/01.3001.0055.0467","title":"The role of forest certification systems in the protection of biodiversity and valuable natural areas in the world","year":2024,"lang":"en","type":"article","venue":"Annals of WULS Forestry and Wood Technology","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","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":"Biodiversity; Natural (archaeology); Certification; Certified wood; Natural forest; Environmental resource management; Agroforestry; Environmental protection; Geography; Environmental science; Environmental planning; Business; Forest management; Ecology; Biology; Political science","authors":[{"name":"Teresa Kłosińska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03138312547000889,"gpt":0.2686098549655292,"spread":0.2372267294955203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003971125,0.0001571468,0.00009849891,0.001708227,0.002367724,0.007684429,0.0004291275,0.0006874281,0.002988983],"category_scores_gemma":[0.003946123,0.0001171553,0.0001382645,0.002360166,0.006249374,0.004064837,0.002585318,0.001256791,0.0002172948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004873454,"about_ca_system_score_gemma":0.004308851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01375259,"about_ca_topic_score_gemma":0.0301901,"domain_scores_codex":[0.9970973,0.001161216,0.00007147431,0.0002386627,0.0007482443,0.0006831792],"domain_scores_gemma":[0.9969875,0.00120753,0.0006047094,0.0003013143,0.0004372915,0.0004617269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004279975,0.00009834283,0.04783515,0.0002029848,0.00001544482,0.0003826506,0.004892072,0.001479018,0.0008479105,0.6072454,0.007585281,0.3293728],"study_design_scores_gemma":[0.00001528687,0.0003166254,0.3338625,0.001677343,0.00006272996,0.001464035,0.02020064,0.002810428,0.002814,0.1407886,0.4958442,0.000143642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3271697,0.0250498,0.003167259,0.01679611,0.0003188031,0.00005996151,0.00008938953,0.00006402384,0.6272849],"genre_scores_gemma":[0.9851198,0.006101593,0.000954695,0.0006695731,0.00008215509,0.000008427432,0.00002448994,0.00001333441,0.007025895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01375259,"threshold_uncertainty_score":0.03535956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}