{"meta":{"query_hash":"1b26d3cd7a5b","filters":{"venue":"Advances in global change research"},"cohort_total":52,"direct_labels_cover":0,"predictions_cover":52,"exported":52,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/1b26d3cd7a5b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advances+in+global+change+research"},"results":[{"id":"W111007683","doi":"10.1007/1-4020-3508-x_44","title":"Mountain Lakes as Indicators of the Cumulative Impacts of Ultraviolet Radiation and other Environmental Stressors","year":2005,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Environmental science; Biogeochemical cycle; Ecosystem; Albedo (alchemy); Abiotic component; Ozone depletion; Atmospheric sciences; Global warming; Climate change; Climatology; Ecology; Physics; Geology; Stratosphere; Biology","score_opus":0.027537274704263228,"score_gpt":0.310075702595507,"score_spread":0.2825384278912438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W111007683","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36953035,0.039136577,4.2828628e-7,0.000081871214,0.00012267074,0.0010262034,0.0040811403,0.0000063689013,0.5860144],"genre_scores_gemma":[0.9888945,0.008316928,0.0000061519686,0.000027650261,0.00012173569,0.0000033111296,0.00006775974,0.0000053833483,0.0025565391],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984055,0.00011083136,0.00027765677,0.00024163592,0.0006992366,0.0002651209],"domain_scores_gemma":[0.99934316,0.00015632263,0.00021702675,0.00018955588,0.000015321883,0.00007862042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043561167,0.00015694818,0.00025382274,0.00016115913,0.000053739925,0.000011606325,0.00026397596,0.0001442461,0.00069160195],"category_scores_gemma":[0.00003364569,0.00011195765,0.000048771377,0.00013685734,0.00037632504,0.00019620081,0.00006179156,0.00026104576,0.00001633259],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083848165,0.00001617898,0.67493176,0.000112509355,0.000021617663,0.0000040702407,0.0003552192,0.00004713267,0.0000018965875,0.0028709734,0.00001671327,0.3215381],"study_design_scores_gemma":[0.0010168086,0.00097397534,0.6663578,0.0011952625,0.000031231168,0.00002151319,0.0014908114,0.000544346,0.00021516958,0.020742882,0.3068276,0.00058260735],"about_ca_topic_score_codex":0.0060970653,"about_ca_topic_score_gemma":0.02693436,"teacher_disagreement_score":0.6193642,"about_ca_system_score_codex":0.000040881372,"about_ca_system_score_gemma":0.000045604913,"threshold_uncertainty_score":0.99082154},"labels":[],"label_agreement":null},{"id":"W121535950","doi":"10.1007/978-90-481-8736-2_7","title":"Dating Landslides with Trees","year":2010,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Landslide; Magnitude (astronomy); Natural hazard; Dendrochronology; Geology; Hazard; Prehistory; Seismology; Geography; Physical geography; Paleontology","score_opus":0.05033762846256556,"score_gpt":0.3482247521641004,"score_spread":0.29788712370153486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W121535950","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001591544,0.005326266,0.00001006282,0.00019273536,0.00017421455,0.00049475976,0.000075807206,0.000039146045,0.9920955],"genre_scores_gemma":[0.3534041,0.098439254,0.008624928,0.00047983398,0.003233815,0.00054947624,0.0004333572,0.00037569393,0.53445953],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731225,0.00003921994,0.00022817272,0.00061439397,0.0011287279,0.0006772514],"domain_scores_gemma":[0.9991687,0.00011448459,0.000089675195,0.00043454397,0.000032070107,0.00016055338],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064448867,0.00028064655,0.00030728514,0.0000859424,0.00018994448,0.00005653205,0.0005498571,0.00042718995,0.0027860017],"category_scores_gemma":[0.00003843531,0.00019007735,0.00005353841,0.00021601621,0.0006679004,0.00039511194,0.00054713036,0.0013692073,0.00061545084],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006017086,0.00014879652,0.15897818,0.00022315784,0.00008249942,0.0015189361,0.00068478996,0.00016645585,0.00008171966,0.031801224,0.0022190115,0.8034935],"study_design_scores_gemma":[0.00046554493,0.00028965416,0.002754268,0.0005046217,0.0000112071,0.000047393896,0.000056811612,0.000053948697,0.000028954757,0.02404508,0.97132194,0.00042060195],"about_ca_topic_score_codex":0.0006094302,"about_ca_topic_score_gemma":0.016440714,"teacher_disagreement_score":0.9691029,"about_ca_system_score_codex":0.00038436163,"about_ca_system_score_gemma":0.000027389944,"threshold_uncertainty_score":0.9981256},"labels":[],"label_agreement":null},{"id":"W122141973","doi":"10.1007/978-94-007-0567-8_33","title":"Opportunities and Barriers for Adaptation and Local Adaptation Planning in Canadian Rural and Resource-Based Communities","year":2011,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Memorial University of Newfoundland; Carleton University; University of Ottawa","funders":"","keywords":"Diversification (marketing strategy); Adaptation (eye); Government (linguistics); Business; Environmental planning; Adaptive capacity; Climate change adaptation; Context (archaeology); Resource (disambiguation); Local government; Plan (archaeology); Environmental resource management; Climate change; Political science; Geography; Economics; Computer science; Public administration; Ecology; Marketing","score_opus":0.21354978391034082,"score_gpt":0.3333456567521061,"score_spread":0.11979587284176527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W122141973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73849213,0.10706452,0.00004360553,0.0073948423,0.0002270766,0.005878182,0.0014653691,0.00008641877,0.13934784],"genre_scores_gemma":[0.99282885,0.005322046,0.0000573084,0.00009664917,0.000051848503,0.000119528435,0.00030753395,0.0000023137006,0.0012139152],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880123,0.00011691769,0.00019802318,0.00021124167,0.0002145982,0.00045797875],"domain_scores_gemma":[0.99914837,0.00038872517,0.000046344314,0.000043154876,0.00012826086,0.0002451554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008913677,0.00017132812,0.00021687416,0.000104130355,0.00029647906,0.00006399623,0.00012200736,0.0001958365,0.000023305458],"category_scores_gemma":[0.000066303175,0.00009664534,0.000017843126,0.00008374939,0.00056672253,0.0002876804,0.00007734282,0.0002399987,2.276053e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003550357,0.0000069855255,0.03470631,0.00024038556,0.0000074539457,0.00003419357,0.006318592,0.000017185659,7.319948e-7,0.02895403,0.00006717431,0.9292919],"study_design_scores_gemma":[0.0008221912,0.0011231323,0.089414336,0.0014359833,0.000011942189,0.000010344167,0.2476907,0.0055667628,0.000002411635,0.13320883,0.5198389,0.00087444775],"about_ca_topic_score_codex":0.15313454,"about_ca_topic_score_gemma":0.7705675,"teacher_disagreement_score":0.9284175,"about_ca_system_score_codex":0.0003038463,"about_ca_system_score_gemma":0.00011043759,"threshold_uncertainty_score":0.8525048},"labels":[],"label_agreement":null},{"id":"W127083830","doi":"10.1007/978-94-007-0567-8_34","title":"Anticipatory Adaptation in Marginalized Communities Within Developed Countries","year":2011,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Adaptation (eye); Mainstream; Software deployment; Climate change; Perspective (graphical); Resilience (materials science); Political science; Psychological resilience; Community resilience; Environmental resource management; Public relations; Psychology; Social psychology; Computer science; Economics","score_opus":0.49996304808987074,"score_gpt":0.5257972157317449,"score_spread":0.02583416764187413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W127083830","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043658987,0.044494946,0.00001681628,0.00038178146,0.0014387529,0.0033863387,0.00025439158,0.000056853078,0.9456042],"genre_scores_gemma":[0.35360774,0.44889003,0.0012325955,0.0022544747,0.0016645949,0.0061510853,0.00058635423,0.00026748754,0.18534563],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955171,0.0008940297,0.0008474756,0.00035824277,0.0006159147,0.001767275],"domain_scores_gemma":[0.9974345,0.0008777183,0.0003028602,0.0004165389,0.0008769866,0.00009141586],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040760227,0.0003347383,0.0007781727,0.00048754088,0.0018498545,0.000009926011,0.0005275529,0.00070690055,0.0010284021],"category_scores_gemma":[0.00016084009,0.00032276925,0.00004724009,0.00022222084,0.0006249361,0.00029006353,0.0008110028,0.0022091572,0.0006560973],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001251309,0.00008757343,0.10323964,0.0023356115,0.000070854985,0.00029153045,0.30526733,0.0000062732556,5.963406e-8,0.5807446,0.0010685811,0.005636634],"study_design_scores_gemma":[0.0013567748,0.00035202265,0.006142864,0.002686553,0.000013588096,0.000003722951,0.09801986,0.00003986662,2.2939062e-7,0.07670408,0.814156,0.0005244561],"about_ca_topic_score_codex":0.03411117,"about_ca_topic_score_gemma":0.7845734,"teacher_disagreement_score":0.8130874,"about_ca_system_score_codex":0.0026544624,"about_ca_system_score_gemma":0.0011680498,"threshold_uncertainty_score":0.99992245},"labels":[],"label_agreement":null},{"id":"W1493477638","doi":"10.1007/978-90-481-8712-6_13","title":"Comparative Assessment of Status and Opportunities for Carbon Dioxide Capture and Storage and Radioactive Waste Disposal in North America","year":2011,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Atomic Energy of Canada Limited","keywords":"Nuclear power; Radioactive waste; Carbon sequestration; Spent nuclear fuel; Waste management; Carbon capture and storage (timeline); Business; Environmental science; Natural resource economics; Environmental planning; Climate change; Engineering; Carbon dioxide; Geology; Chemistry","score_opus":0.15159109617417832,"score_gpt":0.39969092854824634,"score_spread":0.24809983237406802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493477638","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26778305,0.013367081,0.0001036902,0.00042157064,0.00016414566,0.002542068,0.0011480076,0.000015117927,0.71445525],"genre_scores_gemma":[0.9756034,0.020078253,0.00030910078,0.000029305913,0.00002829445,0.00013759978,0.00004562701,0.00000775233,0.0037606847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988686,0.00008194298,0.00018829774,0.0003328329,0.00025689555,0.00027143635],"domain_scores_gemma":[0.9994777,0.0001761243,0.00010304184,0.00010700534,0.00003557601,0.000100571364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018528609,0.00016223526,0.0003108323,0.00009721172,0.000051983796,0.00001222284,0.00007627324,0.00008473402,0.00005599043],"category_scores_gemma":[0.00001599596,0.00014659589,0.000017267237,0.00006483052,0.0009109501,0.00026321306,0.00019135859,0.00031406453,3.3541008e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023494784,0.00063943444,0.5350955,0.001065261,0.00024736396,0.0005164964,0.04456073,0.00046331057,0.00012322336,0.14512312,0.00032294274,0.2694931],"study_design_scores_gemma":[0.0037165638,0.0052359127,0.5358148,0.0011132465,0.000098828816,0.00007241905,0.045780335,0.0062949564,0.000050781437,0.059411258,0.34033784,0.002073],"about_ca_topic_score_codex":0.002713982,"about_ca_topic_score_gemma":0.0323879,"teacher_disagreement_score":0.71069455,"about_ca_system_score_codex":0.00031726316,"about_ca_system_score_gemma":0.000035645728,"threshold_uncertainty_score":0.9852685},"labels":[],"label_agreement":null},{"id":"W15600637","doi":"10.1007/0-306-48086-7_3","title":"Hydrological Response of Desert Margins to Climatic Change: The Effect of Changing Surface Properties","year":2000,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Arid; Surface runoff; Environmental science; Loess; Infiltration (HVAC); Precipitation; Deposition (geology); Climate change; Topsoil; Hydrology (agriculture); Soil water; Soil science; Geology; Geography; Ecology; Geomorphology; Sediment","score_opus":0.1268479814822623,"score_gpt":0.3504393196126923,"score_spread":0.22359133813043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W15600637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9590939,0.016608972,1.9035454e-7,0.0018684596,0.00012665325,0.0023181175,0.00020537438,0.000031563133,0.019746725],"genre_scores_gemma":[0.9889354,0.007373191,0.000011500924,0.00013184376,0.00018588483,0.00019813458,0.000030641204,0.000004149304,0.0031292322],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967896,0.0005110299,0.0004332552,0.00046908294,0.0011052468,0.0006918028],"domain_scores_gemma":[0.9985129,0.0009424444,0.00010864052,0.00019301371,0.00011425718,0.00012872607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029927474,0.0003033876,0.00061644573,0.000078252495,0.00014866417,0.000018007817,0.0007832268,0.00028039972,0.000374268],"category_scores_gemma":[0.00012355902,0.00010193464,0.0001735252,0.00062819105,0.00041613707,0.00014598377,0.00023011582,0.00041719398,0.00005169148],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.043915354,0.0005410227,0.0876839,0.0020655836,0.00016095373,0.00031906503,0.005030303,0.0001403589,0.01817999,0.007969988,0.0003850815,0.8336084],"study_design_scores_gemma":[0.00379695,0.05222534,0.24366295,0.017541233,0.00022341551,0.00007881761,0.0027003956,0.00080725213,0.01943756,0.009404389,0.64640874,0.0037129307],"about_ca_topic_score_codex":0.00034564803,"about_ca_topic_score_gemma":0.0008402989,"teacher_disagreement_score":0.8298955,"about_ca_system_score_codex":0.00012150751,"about_ca_system_score_gemma":0.000013456371,"threshold_uncertainty_score":0.4156774},"labels":[],"label_agreement":null},{"id":"W1607160543","doi":"10.1007/1-4020-3508-x_43","title":"High Elevation Ecosystem Responses to Atmospheric Deposition of Nitrogen in the Colorado Rocky Mountains, USA","year":2005,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Biogeochemical cycle; Reactive nitrogen; Environmental science; Nitrogen; NOx; Ecosystem; Nitrogen cycle; Environmental chemistry; Deposition (geology); Atmosphere (unit); Combustion; Nitrogen oxides; Atmospheric sciences; Earth science; Ecology; Chemistry; Geography; Waste management; Meteorology; Geology; Engineering; Biology; Geomorphology","score_opus":0.04778985784551173,"score_gpt":0.3223166081420199,"score_spread":0.2745267502965082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1607160543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86937743,0.024169581,0.000050317183,0.00069724454,0.00025423584,0.002343194,0.0012740329,0.000028201051,0.101805754],"genre_scores_gemma":[0.9907064,0.004289214,0.0012152499,0.00014845269,0.00051738886,0.000052279695,0.00026221343,0.000009643411,0.0027991591],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972307,0.00023641867,0.00048142744,0.00047208936,0.001040238,0.0005391444],"domain_scores_gemma":[0.9987384,0.00049767556,0.00016447989,0.0003546504,0.00014394545,0.00010084657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011773676,0.00025837848,0.0003785502,0.000020170248,0.00012586714,0.00004963183,0.0006629505,0.00025781558,0.00060359354],"category_scores_gemma":[0.00010256928,0.00020737293,0.0000663255,0.0005870062,0.000114139635,0.00035768308,0.0000546376,0.0004620292,0.00015026743],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034466274,0.00017348277,0.6312533,0.0010577467,0.00006839116,0.00054038304,0.0010521555,0.006427612,0.00006185961,0.010598211,0.00068530627,0.34463492],"study_design_scores_gemma":[0.003925594,0.005340279,0.24469323,0.00686479,0.00011007164,0.00039088627,0.004498787,0.0069680777,0.001198219,0.091355145,0.63087296,0.0037819678],"about_ca_topic_score_codex":0.0028195048,"about_ca_topic_score_gemma":0.04262365,"teacher_disagreement_score":0.63018763,"about_ca_system_score_codex":0.00017652242,"about_ca_system_score_gemma":0.00012083714,"threshold_uncertainty_score":0.97484595},"labels":[],"label_agreement":null},{"id":"W164175879","doi":"10.1007/978-94-007-0567-8_2","title":"Climate Change Adaptation as a Social Process","year":2011,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":96,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Adaptation (eye); Immediacy; Climate change; Adaptive capacity; Process (computing); Empirical research; Underpinning; Empirical evidence; Perception; Political science; Environmental resource management; Sociology; Psychology; Economics; Computer science; Engineering; Epistemology","score_opus":0.8101716373203164,"score_gpt":0.6004833061583362,"score_spread":0.20968833116198016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W164175879","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022133862,0.014141273,0.000002572644,0.0021379003,0.00041180485,0.0016493245,0.00023277727,0.000120515215,0.9810825],"genre_scores_gemma":[0.14249377,0.8200767,0.000078154146,0.0006176826,0.0048459084,0.0018934277,0.0005085886,0.00010507415,0.0293807],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99609154,0.00043657055,0.0003903269,0.00058308995,0.0015023092,0.0009961573],"domain_scores_gemma":[0.99831617,0.00015641043,0.00023014822,0.00039081124,0.00071006815,0.00019638821],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022862055,0.00030201953,0.00038892395,0.00037375357,0.0010625675,0.00010962412,0.00095975003,0.0006692761,0.002407933],"category_scores_gemma":[0.00017189921,0.000337811,0.00012395594,0.0004910451,0.00093155773,0.0010638701,0.00033777414,0.0008472167,0.0012011327],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108803186,0.00005263126,0.00026068534,0.0001633319,0.000005195241,0.000014032981,0.05977895,4.3981046e-8,1.6293461e-7,0.4478254,0.000106898486,0.49168387],"study_design_scores_gemma":[0.00030643019,0.00013226418,0.00049366377,0.0007243647,0.000012629778,0.0000023271689,0.01238501,0.000011301449,4.47559e-7,0.22468622,0.7607922,0.0004531592],"about_ca_topic_score_codex":0.003918969,"about_ca_topic_score_gemma":0.0702377,"teacher_disagreement_score":0.9517018,"about_ca_system_score_codex":0.0011098839,"about_ca_system_score_gemma":0.00016796707,"threshold_uncertainty_score":0.9999074},"labels":[],"label_agreement":null},{"id":"W167440908","doi":"10.1007/978-90-481-8736-2_21","title":"High-Precision Dating of Debris-Flow Events Within the Growing Season","year":2010,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Abies balsamea; Debris; Debris flow; Balsam; Geology; Dendrochronology; Paleontology; Biology; Horticulture","score_opus":0.04225806077195945,"score_gpt":0.3444120060434388,"score_spread":0.3021539452714794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W167440908","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060049757,0.026919335,0.00018307245,0.0016222779,0.0038550894,0.0036137716,0.00049472845,0.00009343791,0.9031685],"genre_scores_gemma":[0.8863907,0.037705522,0.012439578,0.00039482978,0.0018638554,0.00023521992,0.0002337126,0.00022159795,0.06051501],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99673057,0.00012310488,0.00040564442,0.00054308353,0.0016782619,0.0005193605],"domain_scores_gemma":[0.99880165,0.00025840054,0.00020547037,0.0005725385,0.000047274134,0.00011467329],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020246038,0.00025221737,0.0003311237,0.00006816375,0.00023980816,0.00002542656,0.00094097963,0.00044494262,0.00094808225],"category_scores_gemma":[0.0001839079,0.00015984061,0.00009775414,0.00026494454,0.0004746004,0.00064499705,0.0011553243,0.0014766003,0.00020243935],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004933861,0.00014917395,0.029932877,0.00028221717,0.00009101658,0.00020958552,0.0009176019,0.0026127577,0.00046656566,0.037536267,0.0008930629,0.9264155],"study_design_scores_gemma":[0.0020633775,0.00085299806,0.010722487,0.0051697036,0.00008445286,0.000078911486,0.0004322799,0.00485501,0.0011199147,0.41788974,0.55518067,0.0015504454],"about_ca_topic_score_codex":0.0010239022,"about_ca_topic_score_gemma":0.0015401166,"teacher_disagreement_score":0.92486507,"about_ca_system_score_codex":0.00042463414,"about_ca_system_score_gemma":0.000029632596,"threshold_uncertainty_score":0.9999652},"labels":[],"label_agreement":null},{"id":"W169240873","doi":"10.1007/978-94-007-0567-8_17","title":"The Role of Codes, Standards, and Related Instruments in Facilitating Adaptation to Climate Change","year":2011,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Adaptation (eye); Climate change; Set (abstract data type); Risk analysis (engineering); Order (exchange); Critical infrastructure; Work (physics); Engineering; Process management; Business; Environmental planning; Environmental resource management; Computer science; Computer security; Geography; Environmental science; Psychology","score_opus":0.06955309863835862,"score_gpt":0.3821004035219969,"score_spread":0.3125473048836383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W169240873","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.112476386,0.017185323,0.000003114763,0.00015258232,0.00021381924,0.0027385107,0.0013018178,0.000018597984,0.8659099],"genre_scores_gemma":[0.95351875,0.04421349,0.00019559028,0.000029469267,0.00003255817,0.00020379052,0.000028766897,0.00002427104,0.001753325],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99746543,0.0001331327,0.00036490022,0.00037942213,0.0010906341,0.0005664559],"domain_scores_gemma":[0.9994235,0.00010850083,0.00012430771,0.00019808649,0.000018956289,0.00012664194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001412704,0.00019988943,0.00026120406,0.00007679745,0.00016987661,0.000022375612,0.00028965203,0.0001685831,0.00016793184],"category_scores_gemma":[0.0000713474,0.00016858926,0.000033332984,0.00019835113,0.0005072296,0.00047924448,0.00070318725,0.00037364088,0.000053497995],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013292771,0.000041304724,0.07586133,0.000039675222,0.000009344387,0.000010658658,0.0057311947,0.0000062875206,0.000018058956,0.008108237,0.000007066791,0.91003394],"study_design_scores_gemma":[0.0020642986,0.0019891195,0.27356443,0.0025900195,0.000026803567,0.000010242775,0.01718677,0.0005603607,0.000092166156,0.4983539,0.202276,0.0012858878],"about_ca_topic_score_codex":0.003029113,"about_ca_topic_score_gemma":0.010855031,"teacher_disagreement_score":0.90874803,"about_ca_system_score_codex":0.0013005116,"about_ca_system_score_gemma":0.000014429673,"threshold_uncertainty_score":0.68748707},"labels":[],"label_agreement":null},{"id":"W2113970580","doi":"10.1007/978-94-007-0567-8_32","title":"Mainstreaming Climate Change Adaptation in Drinking Water Source Protection in Ontario: Challenges and Opportunities","year":2011,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Hydrology and Drought Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mainstreaming; Climate change; Groundwater recharge; Adaptation (eye); Precipitation; Environmental science; Environmental planning; Surface runoff; Environmental resource management; Geography; Groundwater; Water resource management; Political science; Engineering; Meteorology; Ecology","score_opus":0.2347039229543434,"score_gpt":0.32433333245287793,"score_spread":0.08962940949853454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113970580","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.108130634,0.02703598,0.000028961254,0.00088992895,0.00021676284,0.0020826242,0.000013316869,0.000049023,0.8615528],"genre_scores_gemma":[0.8881441,0.10523003,0.00006768341,0.00006157304,0.00012042119,0.0005688194,0.000035904515,0.000029368992,0.005742111],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976558,0.0001742158,0.00032153862,0.0006307486,0.00047412925,0.0007435523],"domain_scores_gemma":[0.9995695,0.000040651477,0.00007750198,0.00021682667,0.000015569236,0.0000799547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014893698,0.000259185,0.00035020703,0.00040317915,0.000111096946,0.000018711537,0.00021396093,0.00037316052,0.00038864693],"category_scores_gemma":[0.000012481131,0.000234148,0.000040403873,0.000092327165,0.00038452164,0.00082433765,0.0005000649,0.0008138112,0.00007434978],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019740249,0.00006825735,0.04462017,0.00013398302,0.000012556181,0.00035230728,0.02158275,0.00007215394,0.000003602218,0.0065287906,0.0000011703758,0.9264268],"study_design_scores_gemma":[0.002835728,0.0014473428,0.16867754,0.004710791,0.000072159244,0.000121211444,0.00725005,0.004231737,0.000052484294,0.36249107,0.44537956,0.0027303174],"about_ca_topic_score_codex":0.07374401,"about_ca_topic_score_gemma":0.9177,"teacher_disagreement_score":0.9236965,"about_ca_system_score_codex":0.0011437528,"about_ca_system_score_gemma":0.00001340742,"threshold_uncertainty_score":0.9548278},"labels":[],"label_agreement":null},{"id":"W2129299564","doi":"10.1007/0-306-47959-1_1","title":"Biomass Burning and Climate: An Introduction","year":2000,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Kyoto Protocol; Biomass (ecology); Biomass burning; Climate change; United Nations Framework Convention on Climate Change; Environmental science; Convention; Conference of the parties; Environmental resource management; Climate change mitigation; Environmental protection; Geography; Agroforestry; Forestry; Meteorology; Ecology; Political science; Aerosol; Biology","score_opus":0.040637212129308306,"score_gpt":0.348803220023297,"score_spread":0.3081660078939887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129299564","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02705591,0.020344393,0.0000048289944,0.00071847625,0.0008236899,0.0018293067,0.00017606835,0.00012417471,0.9489232],"genre_scores_gemma":[0.8680139,0.09047649,0.0010669079,0.00016686239,0.0072822464,0.00064776355,0.000420907,0.00028681365,0.03163812],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969633,0.00017531152,0.00027354556,0.0009184611,0.00092649105,0.0007428789],"domain_scores_gemma":[0.99916476,0.000082600294,0.00008148044,0.00046574688,0.000019936624,0.00018549994],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014347829,0.00027843172,0.00031652502,0.0001494725,0.00017606321,0.00007082963,0.00036559798,0.00028465077,0.0014160669],"category_scores_gemma":[0.000044526718,0.0002744294,0.000034369106,0.00024405392,0.00048090905,0.0009612575,0.00040892462,0.0005433554,0.0007572058],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018203606,0.00006306066,0.018124819,0.00030900104,0.000010735077,0.00019341045,0.00023495998,0.000016633177,0.00009159104,0.010964842,0.0007486948,0.96906024],"study_design_scores_gemma":[0.00028423287,0.0004898474,0.0045852615,0.00023801465,0.000006243728,0.0000787336,0.00004023363,0.0006431109,0.00001990114,0.010558013,0.9826087,0.0004477243],"about_ca_topic_score_codex":0.0010676532,"about_ca_topic_score_gemma":0.005059494,"teacher_disagreement_score":0.98186,"about_ca_system_score_codex":0.0010041917,"about_ca_system_score_gemma":0.000009163102,"threshold_uncertainty_score":0.9999708},"labels":[],"label_agreement":null},{"id":"W2224373829","doi":"10.1007/0-306-48201-0_4","title":"Observations, Evaporation and Preliminary Modelling of Over-Lake Meteorology on Large African Lakes","year":2002,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Climate variability and models","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Environment and Climate Change Canada","funders":"","keywords":"Mesoscale meteorology; Forcing (mathematics); Advection; Environmental science; Wind speed; Climatology; Global wind patterns; Sea breeze; Prevailing winds; Meteorology; Geology; Geography","score_opus":0.21692685601851347,"score_gpt":0.363727880781594,"score_spread":0.14680102476308055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2224373829","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058020048,0.012883212,0.0008843337,0.001034974,0.00026295765,0.0027321416,0.0019279711,0.00005921511,0.92219514],"genre_scores_gemma":[0.94298005,0.043233223,0.0014161298,0.00016989793,0.00018035545,0.00023449236,0.00026769185,0.00004868986,0.0114694545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978905,0.00011115896,0.0003281296,0.00055199,0.00070079137,0.00041745463],"domain_scores_gemma":[0.9991132,0.00029649754,0.000121957004,0.00034890373,0.000039234084,0.00008022806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010144329,0.00019569046,0.00030424874,0.000110754074,0.000107854,0.000013618935,0.0002449994,0.00026649275,0.0006437013],"category_scores_gemma":[0.000070990754,0.00019404407,0.000044872995,0.00017946193,0.00040433358,0.00040122468,0.00036169184,0.00038295754,0.000032350636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016247518,0.0012083385,0.05160637,0.0011916676,0.0000727538,0.00011398251,0.0031376102,0.05859628,0.000058374037,0.8164198,0.0010540957,0.064916015],"study_design_scores_gemma":[0.0010824427,0.0022550016,0.005909623,0.00066283473,0.00004039862,0.000008698434,0.00015318525,0.2031298,0.00001338716,0.45546415,0.33052254,0.00075792416],"about_ca_topic_score_codex":0.00021604853,"about_ca_topic_score_gemma":0.003705602,"teacher_disagreement_score":0.9107257,"about_ca_system_score_codex":0.00030152884,"about_ca_system_score_gemma":0.000011522624,"threshold_uncertainty_score":0.79128873},"labels":[],"label_agreement":null},{"id":"W2287361018","doi":"10.1007/978-3-319-25796-9_1","title":"Introduction: Environment, Migration, and Inequality—A Complex Dynamic","year":2015,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Scholarship; Environmental change; Vulnerability (computing); Livelihood; Inequality; Political science; Social inequality; Development economics; Environmental ethics; Sociology; Climate change; Geography; Ecology; Economics","score_opus":0.38481288047513484,"score_gpt":0.4659482939906705,"score_spread":0.08113541351553566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287361018","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022054764,0.13729687,0.00036042748,0.050854642,0.0017972735,0.005277068,0.0012656113,0.00026606504,0.8006766],"genre_scores_gemma":[0.061452936,0.62503886,0.001951449,0.00037680962,0.014220628,0.00084957643,0.0038567167,0.00018484029,0.2920682],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961469,0.00040277274,0.00042951846,0.0007319493,0.0016927009,0.0005961288],"domain_scores_gemma":[0.9985572,0.00019804852,0.0001925036,0.0003725588,0.00045157986,0.00022812687],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029237824,0.00027083355,0.0003569955,0.0002990863,0.0004454458,0.00012507361,0.00033028028,0.00035502895,0.00085683324],"category_scores_gemma":[0.00037076382,0.00030303767,0.000046922036,0.0002953264,0.0011644034,0.0008867353,0.00019426327,0.00046001576,0.00022477683],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016323652,0.00011787186,0.004910379,0.00029856357,0.000039379436,0.000034506247,0.021573802,0.00002850937,0.000013785155,0.7885019,0.0203694,0.16394867],"study_design_scores_gemma":[0.00021260764,0.00008928591,0.0008351547,0.00007380432,0.000008535801,0.0000029114835,0.003228008,0.00012500792,2.5582e-7,0.094547294,0.9006196,0.00025750636],"about_ca_topic_score_codex":0.0027714113,"about_ca_topic_score_gemma":0.19603129,"teacher_disagreement_score":0.8802502,"about_ca_system_score_codex":0.002687433,"about_ca_system_score_gemma":0.00018936991,"threshold_uncertainty_score":0.9999422},"labels":[],"label_agreement":null},{"id":"W2479993810","doi":"10.1007/978-3-319-25796-9","title":"Environmental Migration and Social Inequality","year":2015,"lang":"en","type":"book","venue":"Advances in global change research","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Inequality; Social inequality; Sociology; Economic geography; Geography; Mathematics","score_opus":0.3664956859490165,"score_gpt":0.4791403530735851,"score_spread":0.11264466712456861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479993810","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039594743,0.07879696,0.000037444337,0.0066253063,0.0012788211,0.004644539,0.0023033805,0.00018965607,0.86652917],"genre_scores_gemma":[0.4790985,0.2601583,0.0005830742,0.00075425656,0.018103994,0.0018161447,0.006312017,0.0002044033,0.23296931],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99585325,0.00080631685,0.00031859285,0.0005168012,0.001884984,0.00062006],"domain_scores_gemma":[0.99912465,0.00023291665,0.00015237425,0.00016261985,0.0001817318,0.0001457152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034465964,0.00020932258,0.00029799127,0.00020041097,0.00052561966,0.00011900348,0.00029123967,0.00045741262,0.00011756046],"category_scores_gemma":[0.0002478498,0.00023663849,0.000046662797,0.00032527486,0.0009999686,0.00093202817,0.00018124573,0.00045728122,0.00007957573],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036325137,0.00041026206,0.0654225,0.00071844837,0.000046337584,0.00007588855,0.21869561,0.0000025581248,0.00001650687,0.15790042,0.059762333,0.49658588],"study_design_scores_gemma":[0.00031557327,0.000086433174,0.004287978,0.00008940948,0.000008224452,9.705732e-7,0.014736134,0.000030567684,8.147233e-7,0.060758688,0.9194048,0.0002803853],"about_ca_topic_score_codex":0.0035494678,"about_ca_topic_score_gemma":0.20238937,"teacher_disagreement_score":0.8596425,"about_ca_system_score_codex":0.0047093546,"about_ca_system_score_gemma":0.00048212623,"threshold_uncertainty_score":0.9991114},"labels":[],"label_agreement":null},{"id":"W25672713","doi":"10.1007/978-90-481-8712-6_5","title":"Monitoring Methods Used to Identify the Migration of Carbon Dioxide and Radionuclides in the Geosphere","year":2011,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Radionuclide; Carbon dioxide; Environmental science; Radiochemistry; Environmental chemistry; Earth science; Chemistry; Nuclear physics; Geology; Physics","score_opus":0.21071914214839726,"score_gpt":0.4851634002686662,"score_spread":0.27444425812026896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W25672713","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19618087,0.014253234,0.00015593736,0.0027186936,0.00064929837,0.0024540746,0.000027870117,0.000023283552,0.78353673],"genre_scores_gemma":[0.9825933,0.008772105,0.001199933,0.00007090399,0.0001860221,0.00022758303,0.0000038187145,0.000012342266,0.0069340216],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984864,0.00031235765,0.00023784931,0.00027998807,0.00045120833,0.00023216744],"domain_scores_gemma":[0.9991981,0.00037670904,0.00007244122,0.0002871486,0.000027895916,0.000037751288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016494234,0.00012414467,0.0001539176,0.000054010365,0.00007899275,0.000024418097,0.00037380762,0.00010707555,0.000179163],"category_scores_gemma":[0.00014760563,0.00007994749,0.0000332946,0.00022092895,0.00028568614,0.0002049896,0.00021895852,0.00040888775,0.000017441282],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000205317,0.00013860277,0.19789341,0.00010853399,0.000026540476,0.00008082775,0.017521149,0.00016561458,0.0011634335,0.0374366,0.00027813,0.7449818],"study_design_scores_gemma":[0.0004384212,0.0006541318,0.4388288,0.000986881,0.000028017832,0.0000569672,0.004970108,0.00017528539,0.001387718,0.20694564,0.34492746,0.0006005473],"about_ca_topic_score_codex":0.008746715,"about_ca_topic_score_gemma":0.040840518,"teacher_disagreement_score":0.7864124,"about_ca_system_score_codex":0.00024160216,"about_ca_system_score_gemma":0.00000805657,"threshold_uncertainty_score":0.9978541},"labels":[],"label_agreement":null},{"id":"W349528074","doi":"10.1007/0-306-47959-1","title":"Biomass Burning and Its Inter-Relationships with the Climate System","year":2000,"lang":"en","type":"book","venue":"Advances in global change research","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biomass (ecology); Biomass burning; Focus (optics); Geography; Climate change; Climate system; Environmental science; Climatology; Environmental resource management; Meteorology; Ecology; Biology; Geology; Aerosol","score_opus":0.1117414902923995,"score_gpt":0.32993092720528944,"score_spread":0.21818943691288994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W349528074","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016800825,0.10090583,0.0000036812098,0.011323041,0.00046426963,0.0023677847,0.00029625715,0.0002082243,0.86763006],"genre_scores_gemma":[0.87073886,0.03020409,0.000033234355,0.00018555745,0.0019359553,0.0005296357,0.0002529783,0.0000065147788,0.0961132],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981053,0.00031818004,0.00016790745,0.0004767001,0.00046515564,0.0004667967],"domain_scores_gemma":[0.9994923,0.00016065351,0.000074069765,0.00009224123,0.00010491149,0.00007582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010959569,0.000180471,0.0001853083,0.000038046222,0.00047784307,0.00011217703,0.00035181126,0.00016073661,0.000054688007],"category_scores_gemma":[0.000017659486,0.00005844508,0.0000313338,0.00053410797,0.00020231928,0.00022178257,0.0002660441,0.00053410965,0.00005893601],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046370327,0.0001095496,0.0034420798,0.0011055527,0.000083791274,0.00016114661,0.00041010807,0.000012010493,0.00006357111,0.14026071,0.011319377,0.8425684],"study_design_scores_gemma":[0.00008803298,0.00018079641,0.0028412358,0.000469079,0.000007727987,0.000019409106,0.000918482,0.00003749674,0.000005320046,0.00042693882,0.99483824,0.00016724374],"about_ca_topic_score_codex":0.0001312796,"about_ca_topic_score_gemma":0.0044984343,"teacher_disagreement_score":0.98351884,"about_ca_system_score_codex":0.00026976434,"about_ca_system_score_gemma":0.000012445222,"threshold_uncertainty_score":0.3675231},"labels":[],"label_agreement":null},{"id":"W4248087117","doi":"10.1007/978-90-481-8736-2_47","title":"Whither Dendrogeomorphology?","year":2010,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Landslide; Natural hazard; Hazard; Natural (archaeology); Rockfall; Geography; Debris; Tree (set theory); Physical geography; History; Forensic engineering; Geology; Engineering; Archaeology; Ecology; Meteorology; Seismology; Biology","score_opus":0.10540901461124948,"score_gpt":0.3722240952251765,"score_spread":0.26681508061392706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248087117","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044352137,0.06251719,0.00000213771,0.00037097983,0.0009761941,0.0006716411,0.001310895,0.00008270567,0.929633],"genre_scores_gemma":[0.4056041,0.18306084,0.0041448376,0.0009773092,0.0061372295,0.00013170899,0.0019434992,0.00020091125,0.39779955],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656963,0.00015649381,0.0003329448,0.000763021,0.0010982692,0.0010796535],"domain_scores_gemma":[0.9982553,0.0006313843,0.000106633066,0.00060114113,0.0001551796,0.0002503641],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011814446,0.00036266932,0.00045731623,0.00038605128,0.00018047717,0.000074939235,0.00089851033,0.000659453,0.008602824],"category_scores_gemma":[0.00018800153,0.00032273118,0.00009918594,0.00026232784,0.00086613453,0.00039096925,0.00013106849,0.0016299741,0.0046565076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006146334,0.000039851013,0.33098733,0.0002593573,0.0000430103,0.0025920202,0.00013187148,0.000015960939,0.000006952614,0.016345253,0.0006973898,0.6482664],"study_design_scores_gemma":[0.00029541153,0.00025904624,0.041025303,0.0002899596,0.000008069618,0.00017375402,0.000033850476,0.000026815042,0.000011807873,0.048634607,0.908794,0.00044737253],"about_ca_topic_score_codex":0.0018432119,"about_ca_topic_score_gemma":0.10126354,"teacher_disagreement_score":0.9080966,"about_ca_system_score_codex":0.00006883653,"about_ca_system_score_gemma":0.00013556339,"threshold_uncertainty_score":0.99992245},"labels":[],"label_agreement":null},{"id":"W4249064983","doi":"10.1007/978-94-007-0567-8_1","title":"Introduction","year":2011,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Vulnerability (computing); Climate change; Adaptive capacity; Geography; Poverty; Adaptability; Development economics; Population; Natural resource economics; Political science; Economic growth; Economics; Ecology; Sociology; Demography; Computer science; Biology","score_opus":0.24723984567957866,"score_gpt":0.4424522697563422,"score_spread":0.19521242407676356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249064983","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013428669,0.0129888095,0.0000036601737,0.0018035345,0.00060658983,0.0007403531,0.00008141395,0.000037141413,0.9836042],"genre_scores_gemma":[0.013642711,0.38342088,0.0005445205,0.0012877556,0.0134505825,0.00055963174,0.00031300922,0.0001994395,0.58658147],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99717265,0.00005865729,0.0002878482,0.00067173364,0.00090460555,0.00090452685],"domain_scores_gemma":[0.99906546,0.000054237218,0.00009416391,0.0004891037,0.000036164372,0.00026086578],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00095270196,0.00025141853,0.00029510102,0.00013206518,0.00013318815,0.000021413058,0.00041394282,0.00031357558,0.016849862],"category_scores_gemma":[0.00007936535,0.00024214547,0.00005307757,0.00023657747,0.00044932513,0.0005452781,0.0005597796,0.0007222267,0.0073587997],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019842094,0.00009549861,0.0062895673,0.0002595849,0.0000056591743,0.00016513721,0.0007342258,0.0000027223944,0.000005265647,0.056021422,0.09092109,0.8453014],"study_design_scores_gemma":[0.00012689045,0.00018501544,0.0014281906,0.00017265575,0.0000030846275,0.000013307237,0.000023809322,0.000003544664,0.000004550887,0.12534481,0.87248814,0.00020599677],"about_ca_topic_score_codex":0.0007367917,"about_ca_topic_score_gemma":0.004518556,"teacher_disagreement_score":0.8450954,"about_ca_system_score_codex":0.0015949039,"about_ca_system_score_gemma":0.000017840654,"threshold_uncertainty_score":0.9934141},"labels":[],"label_agreement":null},{"id":"W4322705202","doi":"10.1007/978-3-031-15988-6_24","title":"Modeling Natural Disturbances in Boreal Forests","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Disturbance (geology); Boreal; Taiga; Natural (archaeology); Environmental science; Windthrow; Ecology; Herbivore; Geography; Environmental resource management; Biology","score_opus":0.067520159052697,"score_gpt":0.3662403453641636,"score_spread":0.29872018631146663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322705202","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021381138,0.035797026,0.000020951484,0.00037561488,0.0021269147,0.003099299,0.00027002682,0.00019125939,0.9367378],"genre_scores_gemma":[0.96274996,0.007181976,0.000075196476,0.00003146549,0.00046880147,0.00039393935,0.00009460295,0.00008323434,0.028920816],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9955072,0.00014078646,0.00046035342,0.0009977646,0.0017456252,0.0011482976],"domain_scores_gemma":[0.9989643,0.00027334955,0.00007765317,0.0005081823,0.000029677723,0.00014682602],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015531342,0.00038863314,0.00050556334,0.00024697444,0.000101239086,0.00005539836,0.0009304306,0.00033187066,0.00008782845],"category_scores_gemma":[0.00018198932,0.00036535965,0.00009494741,0.00060900516,0.00035719085,0.0007319995,0.00094587327,0.0011934235,0.0011432065],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005557062,0.00018005382,0.29139614,0.0013478241,0.00004678638,0.0031950835,0.0010411759,0.0075589623,0.0000050632493,0.039845362,0.0029460723,0.65188175],"study_design_scores_gemma":[0.0021863347,0.00074550754,0.08271275,0.006850762,0.00001729882,0.00005817733,0.00025756966,0.49023223,0.0000072364396,0.27315316,0.14087383,0.0029051476],"about_ca_topic_score_codex":0.0114739975,"about_ca_topic_score_gemma":0.24172212,"teacher_disagreement_score":0.9413688,"about_ca_system_score_codex":0.0024012572,"about_ca_system_score_gemma":0.00002955783,"threshold_uncertainty_score":0.99987984},"labels":[],"label_agreement":null},{"id":"W4322705221","doi":"10.1007/978-3-031-15988-6_13","title":"Building a Framework for Adaptive Silviculture Under Global Change","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Ministère des Ressources naturelles et des Forêts","funders":"","keywords":"Silviculture; Climate change; Adaptation (eye); Operationalization; Thinning; Adaptability; Environmental resource management; Disturbance (geology); Global change; Climate change adaptation; Resistance (ecology); Environmental science; Computer science; Ecology; Agroforestry; Geography; Forestry; Biology","score_opus":0.18705283126680336,"score_gpt":0.43817295916355364,"score_spread":0.2511201278967503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322705221","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013568692,0.01152799,0.00093971484,0.0029739,0.0013013647,0.005462857,0.0014988219,0.0002467584,0.9759129],"genre_scores_gemma":[0.050450727,0.07484787,0.04552231,0.005953116,0.018368382,0.011143592,0.000821626,0.00071769144,0.7921747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9958834,0.00006841178,0.00031855766,0.0010187023,0.0013629757,0.0013479581],"domain_scores_gemma":[0.9987735,0.00028609566,0.0001373251,0.0005185413,0.00005401895,0.00023051031],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073888816,0.0004860562,0.00044785187,0.00013715147,0.0002570083,0.00008751854,0.0010224497,0.0006190181,0.00084586116],"category_scores_gemma":[0.00013348022,0.00045188115,0.00018986459,0.0008155387,0.0005933909,0.00064591627,0.0014210489,0.00075507956,0.0026256763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011518958,0.00003073321,0.0011540306,0.0001187916,0.00003125563,0.00005509329,0.00017021815,0.000039684754,1.9982775e-7,0.9260645,0.009230543,0.06298979],"study_design_scores_gemma":[0.0002017565,0.00021839401,0.0011295847,0.00046530465,0.000013042241,0.000002152745,0.000053304615,0.00016513305,3.2792997e-7,0.56383175,0.43356523,0.00035403372],"about_ca_topic_score_codex":0.0016205603,"about_ca_topic_score_gemma":0.0065526674,"teacher_disagreement_score":0.4243347,"about_ca_system_score_codex":0.0021082114,"about_ca_system_score_gemma":0.00002210402,"threshold_uncertainty_score":0.9997933},"labels":[],"label_agreement":null},{"id":"W4322705225","doi":"10.1007/978-3-031-15988-6_4","title":"Selected Examples of Interactions Between Natural Disturbances","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia; Natural Resources Canada; Canadian Forest Service; Université Laval","funders":"","keywords":"Disturbance (geology); Natural (archaeology); Ecology; Environmental science; Fire regime; Ecosystem; Environmental resource management; Taiga; Geography; Biology","score_opus":0.09000439488087231,"score_gpt":0.3819933982388329,"score_spread":0.2919890033579606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322705225","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022709986,0.02042634,0.000017599768,0.00039495723,0.00252558,0.0032813486,0.0014671882,0.00027916775,0.94889784],"genre_scores_gemma":[0.9039866,0.0044406764,0.00016325548,0.0000123548125,0.00072040816,0.0002604242,0.00024318168,0.000083735715,0.09008942],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99668074,0.00017510317,0.00045646337,0.0006812414,0.0013322657,0.00067416247],"domain_scores_gemma":[0.99817514,0.0009826628,0.00019690015,0.00044803423,0.00008281356,0.000114463466],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083787646,0.0003016248,0.0005335968,0.00020733752,0.00011024157,0.000028688833,0.000760972,0.00019572658,0.0003661507],"category_scores_gemma":[0.000319306,0.00028099108,0.00009305272,0.000866829,0.00056890247,0.00055562024,0.0006870454,0.00090196816,0.00095193135],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021695654,0.00013414607,0.41456792,0.0013538392,0.0001906423,0.00023962378,0.0008093826,0.000030004956,0.00017834267,0.01368973,0.0112884985,0.5573009],"study_design_scores_gemma":[0.00055949646,0.00050976366,0.20180413,0.0025807032,0.000033114287,0.000016536867,0.00013533724,0.0003806376,0.00013180739,0.027228866,0.7656288,0.0009908025],"about_ca_topic_score_codex":0.0036439504,"about_ca_topic_score_gemma":0.028652225,"teacher_disagreement_score":0.88127655,"about_ca_system_score_codex":0.0011832694,"about_ca_system_score_gemma":0.0000289267,"threshold_uncertainty_score":0.99996424},"labels":[],"label_agreement":null},{"id":"W4322746014","doi":"10.1007/978-3-031-15988-6_16","title":"Innovative Silviculture to Achieve Sustainable Forest Management in Boreal Forests: Lessons from Two Large-Scale Experiments","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ministère des Ressources naturelles et des Forêts; Natural Resources Canada; Université du Québec à Chicoutimi; Université du Québec à Montréal; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Silviculture; Sustainable forest management; Taiga; Forest management; Agroforestry; Climate change; Boreal; Logging; Biodiversity; Context (archaeology); Environmental resource management; Environmental science; Forestry; Clearcutting; Geography; Ecology; Biology","score_opus":0.09462239660431293,"score_gpt":0.38128488482012024,"score_spread":0.2866624882158073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746014","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23426886,0.014169101,0.0000032438786,0.016922034,0.0009839686,0.008167491,0.007423618,0.00028193477,0.71777976],"genre_scores_gemma":[0.7461417,0.023852542,0.00037753786,0.0011223737,0.0018300603,0.0016464093,0.0044708382,0.00001927957,0.22053932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966604,0.00009897475,0.00031551256,0.0009326079,0.00071824645,0.0012742543],"domain_scores_gemma":[0.99906296,0.00022669056,0.0000900151,0.00014558024,0.00033660966,0.000138131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006313347,0.00037425922,0.00048216028,0.00014372649,0.00042865716,0.000062139145,0.0008040466,0.00036291397,0.00010057946],"category_scores_gemma":[0.000059084694,0.00018965374,0.00008396609,0.0013091364,0.00026530316,0.00032342624,0.00207362,0.00065552455,0.0002730369],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016480285,0.00051511324,0.53370684,0.00020391092,0.00027211558,0.0032957536,0.003201772,0.0000437855,0.000005000906,0.37391585,0.016670363,0.06652145],"study_design_scores_gemma":[0.00083091395,0.0008144529,0.4892873,0.00040473678,0.000012082807,0.0000012550695,0.017152466,0.0000103811335,0.0000054686075,0.12729806,0.36357185,0.00061103824],"about_ca_topic_score_codex":0.0041329497,"about_ca_topic_score_gemma":0.26449925,"teacher_disagreement_score":0.51187277,"about_ca_system_score_codex":0.00077273214,"about_ca_system_score_gemma":0.00001604732,"threshold_uncertainty_score":0.7733855},"labels":[],"label_agreement":null},{"id":"W4322746019","doi":"10.1007/978-3-031-15988-6_27","title":"Remote Sensing at Local Scales for Operational Forestry","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"FPInnovations","funders":"","keywords":"Climate change; Adaptation (eye); Environmental resource management; Climate change adaptation; Remote sensing; Computer science; Environmental science; Geography; Ecology","score_opus":0.10233356124116812,"score_gpt":0.39182832201692347,"score_spread":0.28949476077575537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746019","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005095356,0.0022802849,0.011267298,0.0018880714,0.0004156294,0.002089794,0.0004280676,0.0001296649,0.98099166],"genre_scores_gemma":[0.058587823,0.014114422,0.04882811,0.0006930212,0.00313175,0.000050140297,0.0014908204,0.00036679226,0.8727371],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748766,0.000042514923,0.00027146915,0.00069487875,0.00090839627,0.0005950532],"domain_scores_gemma":[0.9990185,0.0003137017,0.00006079964,0.00040751504,0.000060122482,0.00013934581],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000656167,0.00022636272,0.00024063661,0.00008650568,0.00036674686,0.00004132615,0.00029668806,0.00028458986,0.00009896355],"category_scores_gemma":[0.000082721344,0.0002260298,0.00009386735,0.00022485119,0.00080330874,0.00015768333,0.0005226763,0.00038515902,0.0012111551],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007043776,0.000009693976,0.00016847701,0.00006756225,0.000010128147,0.00004230305,0.00006779161,0.0005284607,0.000019067724,0.015328249,0.0060909763,0.9775969],"study_design_scores_gemma":[0.00025317795,0.00007942145,0.00058251695,0.00027968278,0.00000625492,0.00003313748,0.000047978923,0.02182706,0.000030414587,0.17686146,0.799655,0.00034388798],"about_ca_topic_score_codex":0.00067040534,"about_ca_topic_score_gemma":0.012027012,"teacher_disagreement_score":0.97725296,"about_ca_system_score_codex":0.0015311848,"about_ca_system_score_gemma":0.000031765845,"threshold_uncertainty_score":0.9995665},"labels":[],"label_agreement":null},{"id":"W4322746022","doi":"10.1007/978-3-031-15988-6_5","title":"Living Trees and Biodiversity","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Université du Québec à Montréal","funders":"","keywords":"Biodiversity; Taiga; Geography; Habitat; Ecology; Ecological niche; Range (aeronautics); Agroforestry; Forestry; Biology","score_opus":0.16033884813979793,"score_gpt":0.3314317296508028,"score_spread":0.17109288151100488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746022","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15838477,0.074041374,9.14707e-8,0.00795996,0.001281167,0.001947199,0.0040166103,0.0003837715,0.7519851],"genre_scores_gemma":[0.33945748,0.427047,0.000050281367,0.00062384293,0.0018060748,0.000087710534,0.00038393942,0.0000048278243,0.23053883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985569,0.000058404094,0.00011237003,0.00045775957,0.00035894944,0.0004555893],"domain_scores_gemma":[0.999151,0.00057582505,0.000044510994,0.000051206924,0.000096080454,0.000081394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000529181,0.00017415392,0.00025282174,0.00004601049,0.0004480137,0.00003062674,0.00031075595,0.00029483685,0.00017650236],"category_scores_gemma":[0.00008472903,0.000080514044,0.000057998473,0.00021180567,0.00058374717,0.00018841466,0.0010758284,0.00036866817,0.00047106599],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010020102,0.000060244965,0.7136602,0.00010596229,0.000061805375,0.00037228852,0.00029155303,2.1448956e-7,0.000005101406,0.023302704,0.007385226,0.2546545],"study_design_scores_gemma":[0.00009038655,0.00044920912,0.58051467,0.00026920025,0.000011529978,0.000005176254,0.0006433838,0.0000019554082,5.887574e-7,0.022008603,0.39568388,0.0003214251],"about_ca_topic_score_codex":0.00066986616,"about_ca_topic_score_gemma":0.038528208,"teacher_disagreement_score":0.5214462,"about_ca_system_score_codex":0.00011991328,"about_ca_system_score_gemma":0.0000057619695,"threshold_uncertainty_score":0.9790161},"labels":[],"label_agreement":null},{"id":"W4322746024","doi":"10.1007/978-3-031-15988-6_23","title":"Public Participation at a Crossroads: Manipulation or Meaningful Engagement in the Boreal Region","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Alberta","funders":"","keywords":"Citizen journalism; Public engagement; Public participation; Politics; Political science; Public relations; Indigenous; Plan (archaeology); Forest management; Social engagement; Environmental planning; Public administration; Environmental resource management; Geography; Economics; Ecology","score_opus":0.4355494933255117,"score_gpt":0.44573592496036724,"score_spread":0.010186431634855553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746024","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004026909,0.00056805287,0.000007121099,0.0021812338,0.00019303082,0.001744587,0.000020536685,0.000053244225,0.9912053],"genre_scores_gemma":[0.6935605,0.010973748,0.00004993661,0.0003909188,0.0005933803,0.0011340245,0.0003243975,0.00006472327,0.2929084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99677616,0.00027254337,0.00033134565,0.0005237887,0.0013533715,0.0007427589],"domain_scores_gemma":[0.9991189,0.00022061687,0.000111301146,0.00045495358,0.00002176557,0.00007243301],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022212511,0.0002227474,0.00018706477,0.00022103165,0.00024571482,0.00010744009,0.0006400846,0.00016026889,0.0007932182],"category_scores_gemma":[0.0001899023,0.0001642669,0.00005119804,0.00070074893,0.00033572144,0.0006048131,0.00089284737,0.00046784693,0.0019914594],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005446877,0.00019123752,0.19188099,0.00030801434,0.000028904782,0.00085296493,0.0059112767,0.00052526075,7.241952e-7,0.47440034,0.04431078,0.2810448],"study_design_scores_gemma":[0.00042880783,0.00023115912,0.07496527,0.00018949938,0.00000833147,0.0000042546744,0.00010292326,0.001286373,4.2596002e-7,0.045474663,0.87701017,0.0002981485],"about_ca_topic_score_codex":0.0018941169,"about_ca_topic_score_gemma":0.06844519,"teacher_disagreement_score":0.83269936,"about_ca_system_score_codex":0.0016574379,"about_ca_system_score_gemma":0.000016591652,"threshold_uncertainty_score":0.9987856},"labels":[],"label_agreement":null},{"id":"W4322746026","doi":"10.1007/978-3-031-15988-6_8","title":"Ecological Classification in Forest Ecosystem Management: Links Between Current Practices and Future Climate Change in a Québec Case Study","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Forest Service; Natural Resources Canada; Espace pour la vie; Université de Montréal; Ministère des Ressources naturelles et des Forêts","funders":"","keywords":"Climate change; Disturbance (geology); Taiga; Forest management; Forest ecology; Ecology; Ecosystem; Environmental resource management; Geography; Vegetation (pathology); Boreal; Forest restoration; Ecosystem management; Environmental science; Agroforestry; Forestry; Biology","score_opus":0.1647980172639906,"score_gpt":0.427685681802465,"score_spread":0.26288766453847445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8793815,0.020197133,9.2945317e-7,0.0014144611,0.0012574248,0.017805992,0.0005268171,0.00015581452,0.07925994],"genre_scores_gemma":[0.96283746,0.033060007,0.000021747604,0.000014897002,0.00077916624,0.0028037073,0.000047910868,0.000054323322,0.00038077624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951683,0.0006857788,0.0007165004,0.0013308557,0.0011114394,0.0009870761],"domain_scores_gemma":[0.9981388,0.0006562607,0.00045314885,0.00054567674,0.00002720613,0.00017890504],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004174837,0.0004328705,0.0006477029,0.00050112826,0.00015023263,0.00009532504,0.00058282824,0.0005356199,0.000059526592],"category_scores_gemma":[0.000106611704,0.0003996927,0.000051245617,0.00077226735,0.00017035872,0.00088769494,0.0013614602,0.0016961063,0.00040498245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000520484,0.00021416003,0.7065942,0.00091773027,0.000011261696,0.0052603935,0.0008275303,0.0000026669618,5.6444573e-8,0.0011821054,0.000019746156,0.28491807],"study_design_scores_gemma":[0.0014184507,0.0008649146,0.8777257,0.0016791244,0.00003234082,0.00013023672,0.0037053619,0.002044423,6.694818e-8,0.0011619857,0.110543296,0.00069408584],"about_ca_topic_score_codex":0.028620975,"about_ca_topic_score_gemma":0.8793797,"teacher_disagreement_score":0.85075873,"about_ca_system_score_codex":0.0029327564,"about_ca_system_score_gemma":0.000023691358,"threshold_uncertainty_score":0.9998455},"labels":[],"label_agreement":null},{"id":"W4322746063","doi":"10.1007/978-3-031-15988-6_10","title":"A Circumpolar Perspective on the Contribution of Trees to the Boreal Forest Carbon Balance","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université TÉLUQ; Université du Québec à Montréal","funders":"","keywords":"Taiga; Circumpolar star; Boreal; Environmental science; Climate change; Perspective (graphical); Carbon sink; Climatology; Geography; Ecology; Forestry; Computer science; Oceanography; Geology; Biology","score_opus":0.04247121027863316,"score_gpt":0.33086065055180497,"score_spread":0.2883894402731718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746063","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015439893,0.0025168606,0.00002097699,0.0047775274,0.00028022088,0.0021724282,0.0008220024,0.00003627105,0.9739338],"genre_scores_gemma":[0.9880596,0.003644963,0.000006721197,0.00008478827,0.0001488583,0.00019182163,0.000055347264,0.000021033247,0.007786908],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978749,0.00011084659,0.00019658105,0.00038910794,0.0010008471,0.00042769042],"domain_scores_gemma":[0.9990436,0.00032766757,0.000079205565,0.00042350072,0.000062832965,0.000063225554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000943991,0.00017855437,0.00020773597,0.000079044665,0.00012680324,0.000022400853,0.0006057336,0.00014426485,0.00002399754],"category_scores_gemma":[0.000158722,0.000108968605,0.00006682966,0.0003899252,0.0003977357,0.000084592466,0.00036326013,0.0005241213,0.00013105031],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018101947,0.000046994555,0.06109999,0.000012671494,0.00003421264,0.000059379887,0.0009063595,0.0021836816,0.000011690893,0.92805445,0.0004503275,0.0069592227],"study_design_scores_gemma":[0.00074065354,0.0011281898,0.1969895,0.0011382339,0.000041010553,0.000021981075,0.0009804874,0.020145155,0.000026744072,0.5545251,0.22342084,0.0008421146],"about_ca_topic_score_codex":0.0037378364,"about_ca_topic_score_gemma":0.084603265,"teacher_disagreement_score":0.97261965,"about_ca_system_score_codex":0.0012669584,"about_ca_system_score_gemma":0.000022486845,"threshold_uncertainty_score":0.93210036},"labels":[],"label_agreement":null},{"id":"W4322746079","doi":"10.1007/978-3-031-15988-6_9","title":"Changes in Water Status and Carbon Allocation in Conifers Subjected to Spruce Budworm Defoliation and Consequences for Tree Mortality and Forest Management","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université du Québec à Chicoutimi","funders":"","keywords":"Spruce budworm; Choristoneura fumiferana; Balsam; Black spruce; Taiga; Herbivore; Forest management; Agroforestry; Ecology; Forestry; Silviculture; Biology; Geography; Environmental science; Tortricidae; Lepidoptera genitalia; Botany","score_opus":0.0723671785236723,"score_gpt":0.35695570775978136,"score_spread":0.28458852923610906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774807,0.0018048717,0.0000030819076,0.0005202645,0.00015586706,0.0047553703,0.0000771825,0.000024260406,0.0151783805],"genre_scores_gemma":[0.9876263,0.009865428,0.00007766337,0.000031974316,0.000043233595,0.0011336453,0.000059101923,0.000025301615,0.001137348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774927,0.00010119901,0.00027065736,0.00070536206,0.0005209439,0.000652581],"domain_scores_gemma":[0.99940985,0.000195157,0.000056175842,0.00018858867,0.000022910845,0.00012733685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013564638,0.00023133274,0.00031424628,0.00030810467,0.000053212225,0.000049135208,0.00013874528,0.00016437436,0.00000648444],"category_scores_gemma":[0.00006686609,0.00020862237,0.000012052457,0.00024792473,0.00034184926,0.00023676053,0.00035664046,0.00018668924,0.000007081822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044559067,0.000035466943,0.91451406,0.0012183028,0.000023366014,0.000119412834,0.0013034326,0.000053825257,0.00015937338,0.0053021293,0.000014655309,0.07681035],"study_design_scores_gemma":[0.0023582152,0.0006528846,0.9613133,0.0011343285,0.000017307091,0.0000061949604,0.0005659859,0.0019234718,0.00015356415,0.027057119,0.0042186514,0.0005989752],"about_ca_topic_score_codex":0.017155383,"about_ca_topic_score_gemma":0.69894505,"teacher_disagreement_score":0.68178964,"about_ca_system_score_codex":0.00095981505,"about_ca_system_score_gemma":0.000010956694,"threshold_uncertainty_score":0.9893895},"labels":[],"label_agreement":null},{"id":"W4322746087","doi":"10.1007/978-3-031-15988-6_30","title":"Current Symptoms of Climate Change in Boreal Forest Trees and Wildlife","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Forest Service; Natural Resources Canada; Université du Québec à Rimouski; Université du Québec à Montréal; University of New Brunswick","funders":"","keywords":"Taiga; Climate change; Boreal; Wildlife; Ecology; Ecosystem; Forest ecology; Boreal ecosystem; Environmental science; Biota; Geography; Global warming; Environmental resource management; Agroforestry; Biology","score_opus":0.058654945720779325,"score_gpt":0.36859614586434536,"score_spread":0.309941200143566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746087","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.094140306,0.09089585,0.0000030906745,0.0008778978,0.0024475157,0.009445509,0.0023136882,0.00021280859,0.79966336],"genre_scores_gemma":[0.7548842,0.2406696,0.00004796654,0.00008732591,0.0008127292,0.0013616466,0.0001697167,0.00015701314,0.001809818],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9962736,0.00015399684,0.0004957693,0.0008046174,0.0012985888,0.0009734262],"domain_scores_gemma":[0.9988486,0.00032368777,0.00016961532,0.0004516543,0.000026259559,0.00018014597],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015341023,0.0003577651,0.0006036892,0.000322704,0.000060229308,0.000026135,0.00054709404,0.00027043905,0.000057585657],"category_scores_gemma":[0.00009830596,0.00034174704,0.00007056097,0.00050933915,0.00062638376,0.0005293578,0.0011837675,0.0006335062,0.00025711],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006928023,0.000051043353,0.46010315,0.00058026455,0.0000058702467,0.000098548175,0.00024987402,0.000004530835,6.237772e-7,0.008089181,0.00014174676,0.53060585],"study_design_scores_gemma":[0.0011423472,0.000974573,0.8050259,0.0057957713,0.000013081007,0.000016351176,0.000062239174,0.0023966958,0.0000022255178,0.015555133,0.16822375,0.00079194567],"about_ca_topic_score_codex":0.0062953276,"about_ca_topic_score_gemma":0.12208664,"teacher_disagreement_score":0.7978535,"about_ca_system_score_codex":0.00085159374,"about_ca_system_score_gemma":0.000016246611,"threshold_uncertainty_score":0.99990344},"labels":[],"label_agreement":null},{"id":"W4322746101","doi":"10.1007/978-3-031-15988-6_7","title":"Embracing the Complexity and the Richness of Boreal Old-Growth Forests: A Further Step Toward Their Ecosystem Management","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Université du Québec à Montréal; Université du Québec à Chicoutimi","funders":"","keywords":"Boreal; Taiga; Biodiversity; Ecosystem; Environmental resource management; Naturalness; Geography; Species richness; Ecology; Forest ecology; Environmental science; Agroforestry; Forestry; Biology","score_opus":0.1373877312855904,"score_gpt":0.3143029428724109,"score_spread":0.1769152115868205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746101","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0833387,0.035422634,0.0000024242024,0.03358529,0.0012088257,0.008388322,0.0034598256,0.00016343775,0.8344305],"genre_scores_gemma":[0.9689173,0.02355128,0.000016877904,0.00016661012,0.0003487073,0.00021823941,0.00006500399,0.0000031815648,0.0067128115],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981862,0.00022087371,0.00024514282,0.00040046853,0.00049802236,0.0004493159],"domain_scores_gemma":[0.9987228,0.0007693055,0.00013431761,0.00012258973,0.00020760989,0.00004339685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014387786,0.0002239256,0.0004056936,0.000033247623,0.00045870364,0.000036077417,0.0007411445,0.00016894481,0.00002450907],"category_scores_gemma":[0.000050590937,0.0000655336,0.000112089365,0.00030292192,0.0016707776,0.00010451175,0.0012786629,0.00037026574,0.000026060263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012670835,0.00005224427,0.027809985,0.000529885,0.00023395842,0.00006286647,0.0010474003,8.491768e-7,2.734709e-7,0.9311412,0.000946468,0.03690776],"study_design_scores_gemma":[0.0015867971,0.0004994109,0.33270997,0.0007000847,0.00005761739,0.000013360145,0.010997531,0.00007169893,0.0000021708388,0.6063067,0.046636477,0.00041821421],"about_ca_topic_score_codex":0.00093454454,"about_ca_topic_score_gemma":0.045700323,"teacher_disagreement_score":0.8855786,"about_ca_system_score_codex":0.000099835524,"about_ca_system_score_gemma":0.0000054400302,"threshold_uncertainty_score":0.9717132},"labels":[],"label_agreement":null},{"id":"W4322746105","doi":"10.1007/978-3-031-15988-6_28","title":"Network Framework for Forest Ecology and Management","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais; University of Toronto; Université TÉLUQ; Université du Québec à Montréal","funders":"","keywords":"Conceptualization; Ecology; Relevance (law); Forest management; Forest ecology; Ecological network; Resilience (materials science); Environmental resource management; Ecosystem management; Computer science; Geography; Data science; Ecosystem; Environmental science; Artificial intelligence; Biology; Political science","score_opus":0.08961840134021613,"score_gpt":0.3926317988405056,"score_spread":0.30301339750028944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746105","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033419864,0.009764475,0.0007742121,0.0018838347,0.0012154066,0.0038940501,0.00009492004,0.00007052458,0.9819684],"genre_scores_gemma":[0.03551616,0.40803236,0.032646734,0.001797755,0.0019007006,0.008980769,0.00020243795,0.00019821484,0.5107249],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983355,0.00003916825,0.0001927338,0.00051882403,0.00028290908,0.000630856],"domain_scores_gemma":[0.99898744,0.00067421707,0.00006320511,0.00019168704,0.000020735148,0.0000627158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007283132,0.00017646635,0.00025112828,0.0000673599,0.0002681243,0.000012951125,0.00025976458,0.0003044898,0.00008676418],"category_scores_gemma":[0.00007070585,0.00017716635,0.000037533213,0.00016518513,0.00064454915,0.000114573646,0.00090266916,0.0003608295,0.00030296468],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008306365,0.000012313096,0.085011415,0.00013576061,0.000025048714,0.00004516959,0.00005062471,0.00034945243,4.99678e-9,0.8988919,0.0015713589,0.013823851],"study_design_scores_gemma":[0.0002743379,0.00013989558,0.057444405,0.00011914524,0.000008362678,0.0000015182106,0.000028699265,0.00022034957,6.2102443e-9,0.8334625,0.10816206,0.00013874056],"about_ca_topic_score_codex":0.00002009773,"about_ca_topic_score_gemma":0.020591756,"teacher_disagreement_score":0.4712435,"about_ca_system_score_codex":0.00036480816,"about_ca_system_score_gemma":0.0000054056663,"threshold_uncertainty_score":0.9972799},"labels":[],"label_agreement":null},{"id":"W4322746123","doi":"10.1007/978-3-031-15988-6_14","title":"Plantation Forestry, Tree Breeding, and Novel Tools to Support the Sustainable Management of Boreal Forests","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Forest ecology and management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Sustainable forest management; Agroforestry; Ecosystem services; Forest management; Ecoforestry; Biodiversity; Sustainable management; Environmental resource management; Forestry; Ecosystem; Regeneration (biology); Forest ecology; Taiga; Ecosystem management; Sustainability; Geography; Environmental science; Forest restoration; Ecology; Biology","score_opus":0.08749382328826973,"score_gpt":0.36888983285089066,"score_spread":0.28139600956262095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746123","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002564538,0.00032977064,0.00020678742,0.00069227687,0.00018095764,0.0026834323,0.00014834823,0.000029852,0.99316406],"genre_scores_gemma":[0.40624958,0.01267543,0.0008665589,0.00026941174,0.00020239843,0.001502193,0.0002542374,0.000085653795,0.57789457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99771905,0.000024026107,0.00027413294,0.00049861404,0.00080187374,0.00068233325],"domain_scores_gemma":[0.9993277,0.00012118832,0.000090189955,0.00032910495,0.000031701686,0.00010011268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011927204,0.00020125326,0.00022348796,0.00014006326,0.00015635735,0.000037688525,0.00056633324,0.00014532203,0.00014907119],"category_scores_gemma":[0.000036708854,0.00016469197,0.000040486997,0.0003057701,0.00049516984,0.0003506707,0.001811577,0.00025829,0.00014809512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015551703,0.00003903345,0.013674349,0.0004465292,0.00003617413,0.0002942856,0.0001910414,0.0002247378,2.8028379e-7,0.9184634,0.0069040805,0.059570573],"study_design_scores_gemma":[0.00074711314,0.0011773924,0.34642193,0.00031827838,0.00003368118,0.000013206285,0.001033507,0.00015822463,0.0000039420383,0.30754268,0.34218785,0.00036221434],"about_ca_topic_score_codex":0.0009297195,"about_ca_topic_score_gemma":0.017089825,"teacher_disagreement_score":0.6109207,"about_ca_system_score_codex":0.00048289835,"about_ca_system_score_gemma":0.000014452086,"threshold_uncertainty_score":0.9536524},"labels":[],"label_agreement":null},{"id":"W4322746131","doi":"10.1007/978-3-031-15988-6_22","title":"Gender and the Imaginary of Forestry in Boreal Ecosystems","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Forestry; Work (physics); Community forestry; Remuneration; Political science; Gender mainstreaming; Government (linguistics); Geography; Forest management; Sociology; Gender equality; Gender studies; Engineering","score_opus":0.08889212917601592,"score_gpt":0.3774366644275005,"score_spread":0.2885445352514846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746131","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000889193,0.0066202693,4.283616e-7,0.00043230053,0.00012018751,0.00083625066,0.000074078234,0.00001230213,0.991015],"genre_scores_gemma":[0.6606827,0.102951325,0.0001345225,0.00020332972,0.0008298789,0.00063875265,0.00013194016,0.00012149994,0.23430607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981208,0.000095709154,0.00026213087,0.00035370083,0.00071440457,0.00045328264],"domain_scores_gemma":[0.9992351,0.00019743263,0.00007464089,0.0004254032,0.00001130743,0.000056149052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001283381,0.00017011428,0.00027395668,0.00015079686,0.000048326285,0.000019501354,0.0006320032,0.00012344959,0.00023865789],"category_scores_gemma":[0.000058568854,0.00012549623,0.00004629033,0.000301934,0.001506925,0.00024357316,0.0014253157,0.00039245602,0.00031938302],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030898608,0.0000332845,0.16064323,0.00059359585,0.000022409731,0.00023213871,0.00068555627,0.000052269745,2.0407384e-7,0.7895986,0.01168358,0.03614614],"study_design_scores_gemma":[0.0015112663,0.00012863582,0.04425017,0.00048349102,0.000010763786,0.0000109690145,0.00016849158,0.0015834735,5.309251e-7,0.6661383,0.28536114,0.00035275685],"about_ca_topic_score_codex":0.0084529165,"about_ca_topic_score_gemma":0.012574981,"teacher_disagreement_score":0.7567089,"about_ca_system_score_codex":0.00025920442,"about_ca_system_score_gemma":0.00001381,"threshold_uncertainty_score":0.9981499},"labels":[],"label_agreement":null},{"id":"W4322746135","doi":"10.1007/978-3-031-15988-6_6","title":"Deadwood Biodiversity","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Environment and Climate Change Canada; Université du Québec en Abitibi-Témiscamingue; Université du Québec à Montréal","funders":"","keywords":"Biodiversity; Species richness; Logging; Forest ecology; Ecosystem; Taiga; Snag; Environmental science; Geography; Abundance (ecology); Ecology; Agroforestry; Forestry; Biology; Habitat","score_opus":0.19828322098884618,"score_gpt":0.34593640569698836,"score_spread":0.14765318470814218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746135","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019385025,0.021436185,7.0716574e-8,0.006962961,0.0012525077,0.0014143616,0.004267896,0.00029383093,0.9449872],"genre_scores_gemma":[0.13779439,0.2939959,0.00008453473,0.0014681803,0.0038716465,0.00021196685,0.002315383,0.000008597167,0.5602494],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801254,0.00006342429,0.00015461956,0.0005512523,0.00057181966,0.00064636546],"domain_scores_gemma":[0.9992456,0.00033747146,0.000060221224,0.00008110623,0.00017495293,0.00010063562],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054410903,0.00022118149,0.00031194964,0.000055285105,0.00046921885,0.00002685283,0.00059942674,0.0004304189,0.00040481993],"category_scores_gemma":[0.000076220145,0.00010151579,0.00011665105,0.0003613331,0.0005444656,0.00019746227,0.000965611,0.00054591155,0.003581576],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004333928,0.00020315671,0.43994862,0.00022043374,0.00016573859,0.0016424082,0.00026469608,8.236775e-7,0.000008161224,0.1027866,0.061169244,0.39315674],"study_design_scores_gemma":[0.00014546464,0.00043618592,0.08937888,0.0001203778,0.00001092393,0.000003993468,0.00028208765,8.3236006e-7,0.0000021716098,0.04876228,0.8605278,0.00032899782],"about_ca_topic_score_codex":0.00065039814,"about_ca_topic_score_gemma":0.023880571,"teacher_disagreement_score":0.79935855,"about_ca_system_score_codex":0.00025365697,"about_ca_system_score_gemma":0.00001148773,"threshold_uncertainty_score":0.99719423},"labels":[],"label_agreement":null},{"id":"W4322746138","doi":"10.1007/978-3-031-15988-6_2","title":"Millennial-Scale Disturbance History of the Boreal Zone","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Natural Resources Canada; Canadian Forest Service; Université du Québec à Montréal; Center for Northern Studies; Université du Québec à Chicoutimi; Université du Québec à Rimouski","funders":"Science and Engineering Research Board; King Saud University; Russian Foundation for Basic Research; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Disturbance (geology); Boreal; Context (archaeology); Taiga; Climate change; Vegetation (pathology); Geography; Environmental science; Fire regime; Ecology; Environmental resource management; Ecosystem; Forest dynamics; Physical geography; Geology; Forestry; Archaeology","score_opus":0.05188424984915236,"score_gpt":0.31488087622270755,"score_spread":0.2629966263735552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746138","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008581008,0.027770074,0.000004391675,0.00027926516,0.002222827,0.0014053327,0.00029925696,0.000048834372,0.96711195],"genre_scores_gemma":[0.093076974,0.02462787,0.00010340658,0.00010797193,0.0008079017,0.0004834614,0.000045363173,0.0001469058,0.88060015],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962287,0.0001896719,0.00038933696,0.0006973697,0.0018230185,0.00067188626],"domain_scores_gemma":[0.9984529,0.0002793003,0.00019484975,0.0009203344,0.000038606162,0.00011401242],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001236915,0.00028807053,0.00044111605,0.00008084587,0.000072729155,0.000008408329,0.0012529411,0.00028443933,0.0003124704],"category_scores_gemma":[0.0001101605,0.00022673994,0.00014481906,0.00033039862,0.0013180348,0.00024047853,0.0012056137,0.0007171611,0.0008173623],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004918393,0.0003607998,0.16340461,0.0029360778,0.00008593878,0.00046386055,0.0028796128,0.00007953849,0.00011253475,0.02861714,0.25971994,0.5408481],"study_design_scores_gemma":[0.00021693307,0.000105607745,0.022606175,0.00066434126,0.0000064107053,0.000005632288,0.000020866313,0.00014217712,0.00000858655,0.003921502,0.97204036,0.00026140775],"about_ca_topic_score_codex":0.00660141,"about_ca_topic_score_gemma":0.031371415,"teacher_disagreement_score":0.71232045,"about_ca_system_score_codex":0.005255781,"about_ca_system_score_gemma":0.00006737481,"threshold_uncertainty_score":0.9999606},"labels":[],"label_agreement":null},{"id":"W4322746147","doi":"10.1007/978-3-031-15988-6_20","title":"Governance in the Boreal Forest: What Role for Local and Indigenous Communities?","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Centre de Géomatique du Québec; Université du Québec en Abitibi-Témiscamingue; Université de Montréal","funders":"","keywords":"Indigenous; Decentralization; Corporate governance; Marketization; Taiga; Local governance; Political science; Geography; Internationalization; Local community; Environmental planning; Environmental resource management; Business; Ecology; Forestry; Economics","score_opus":0.07768870909595336,"score_gpt":0.3654712387819794,"score_spread":0.287782529686026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746147","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036389467,0.024624022,0.000016231625,0.0010667406,0.00023825331,0.003218412,0.00028567752,0.000034877852,0.96687686],"genre_scores_gemma":[0.5273552,0.32026565,0.0001217753,0.0010971498,0.0006199944,0.0018776538,0.000385466,0.00012400867,0.14815308],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978894,0.000087852575,0.00021076885,0.0003103353,0.00078405516,0.00071757956],"domain_scores_gemma":[0.99904925,0.0003933806,0.000069792615,0.00041861512,0.000013287919,0.000055683337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011957851,0.00021961138,0.00022649144,0.00008465855,0.0001895628,0.00016635197,0.0009397756,0.00016999737,0.00007151771],"category_scores_gemma":[0.000025640704,0.00017819388,0.000047482834,0.00027203033,0.0009055535,0.0009833204,0.0008424332,0.0005324185,0.00020892691],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018122041,0.00006123125,0.038003735,0.00026193363,0.000014185332,0.0001115442,0.007522327,0.00016635112,4.7895597e-8,0.34799242,0.0037317504,0.60195327],"study_design_scores_gemma":[0.00045614273,0.00032921002,0.025173007,0.00045220123,0.000005929284,0.0000058149544,0.0021460399,0.0007894991,1.9574125e-7,0.21313399,0.75720257,0.00030542468],"about_ca_topic_score_codex":0.015546169,"about_ca_topic_score_gemma":0.26199403,"teacher_disagreement_score":0.81872374,"about_ca_system_score_codex":0.00054934865,"about_ca_system_score_gemma":0.000016683109,"threshold_uncertainty_score":0.9910094},"labels":[],"label_agreement":null},{"id":"W4322746163","doi":"10.1007/978-3-031-15988-6_3","title":"Natural Disturbances from the Perspective of Forest Ecosystem-Based Management","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université du Québec à Montréal; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Disturbance (geology); Biome; Biodiversity; Environmental resource management; Ecosystem management; Context (archaeology); Forest management; Taiga; Ecology; Geography; Forest ecology; Ecosystem; Natural (archaeology); Windthrow; Environmental science; Agroforestry; Forestry; Biology","score_opus":0.08432245491359242,"score_gpt":0.32370255200805464,"score_spread":0.23938009709446223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746163","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05977079,0.17797183,5.505667e-7,0.015163595,0.00298882,0.005745137,0.009840879,0.00019199165,0.72832644],"genre_scores_gemma":[0.95114386,0.027179474,0.000024174187,0.00014058639,0.0007547053,0.00017014239,0.00033146128,0.0000029464175,0.02025267],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99812156,0.00010142775,0.00020731469,0.00050224294,0.00064438063,0.0004230446],"domain_scores_gemma":[0.9985992,0.00089138164,0.00011999648,0.00011889002,0.0002311067,0.00003945535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004505923,0.00021544787,0.00033194045,0.000030815285,0.00032438748,0.000022467131,0.0007932168,0.0001805136,0.00007974687],"category_scores_gemma":[0.000060417973,0.00007803101,0.00014284173,0.00031694738,0.0005508067,0.00011070356,0.0005468024,0.00040902448,0.00012724915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016228408,0.00021483877,0.307384,0.00039820856,0.0004903786,0.00044328044,0.000474727,0.000016503787,0.000003381134,0.62049305,0.008876219,0.059582558],"study_design_scores_gemma":[0.00085958454,0.00068926305,0.48440132,0.0014570405,0.000058741283,0.0000013198169,0.005143124,0.00003236562,0.0000047308167,0.2387187,0.26809514,0.00053866976],"about_ca_topic_score_codex":0.001748639,"about_ca_topic_score_gemma":0.15560795,"teacher_disagreement_score":0.89137304,"about_ca_system_score_codex":0.0002958003,"about_ca_system_score_gemma":0.000010074272,"threshold_uncertainty_score":0.8598},"labels":[],"label_agreement":null},{"id":"W4322746165","doi":"10.1007/978-3-031-15988-6_26","title":"Remote Sensing Tools for Monitoring Forests and Tracking Their Dynamics","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"FPInnovations","funders":"","keywords":"Remote sensing; Geospatial analysis; Computer science; Field (mathematics); Lidar; Sensor fusion; Hyperspectral imaging; Resource (disambiguation); Geography; Artificial intelligence","score_opus":0.15610875292406992,"score_gpt":0.40026378804803575,"score_spread":0.24415503512396583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746165","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013491639,0.008806741,0.011238678,0.001685293,0.0013097695,0.005487281,0.00066517096,0.00038536484,0.95693004],"genre_scores_gemma":[0.7045244,0.08192536,0.058586802,0.00015157112,0.0050619375,0.00005711305,0.00056839664,0.0007311567,0.14839324],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99797934,0.00003600711,0.00024185707,0.00062994246,0.0005125922,0.0006002762],"domain_scores_gemma":[0.99876386,0.00062199845,0.000078670106,0.00037265933,0.00004794457,0.00011489105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079580856,0.00023604103,0.00026484948,0.000098929464,0.00027602032,0.000129925,0.00024052213,0.00023646934,0.0000053295394],"category_scores_gemma":[0.0001757062,0.00023123305,0.00006613229,0.00022777404,0.00037217367,0.00034626207,0.00036387343,0.0004575747,0.00005789478],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016506361,0.0000031168229,0.00041883302,0.00005361087,0.00000557036,0.00001480766,0.00013005262,0.000042010815,0.000009014309,0.0025686217,0.00004025554,0.9966976],"study_design_scores_gemma":[0.0006215798,0.00022874161,0.008338014,0.0024885393,0.000024784926,0.000079691104,0.00086470833,0.07191688,0.00011526365,0.678794,0.2354252,0.0011025959],"about_ca_topic_score_codex":0.00049107074,"about_ca_topic_score_gemma":0.0061874036,"teacher_disagreement_score":0.995595,"about_ca_system_score_codex":0.0009273023,"about_ca_system_score_gemma":0.000015645135,"threshold_uncertainty_score":0.942941},"labels":[],"label_agreement":null},{"id":"W4322746168","doi":"10.1007/978-3-031-15988-6_21","title":"Forest Certification in Boreal Forests: Current Developments and Future Directions","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Certification; Certified wood; Indigenous; Woodland; Sustainable forest management; Forest management; Politics; Environmental resource management; Environmental planning; Taiga; Business; Political science; Geography; Forestry; Ecology; Environmental science; Law","score_opus":0.13496685542832496,"score_gpt":0.40024083269514393,"score_spread":0.265273977266819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746168","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017355552,0.06592771,0.000006759597,0.0043484294,0.0041171457,0.0045597083,0.0003011446,0.0003440668,0.9030395],"genre_scores_gemma":[0.80023867,0.17532095,0.000052998388,0.00022381733,0.013108028,0.00091775495,0.0013783346,0.00018657284,0.008572883],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997413,0.000031048065,0.00039774683,0.0006228899,0.00076942646,0.0007659068],"domain_scores_gemma":[0.9991119,0.00008057519,0.00012816892,0.00025418718,0.000378597,0.000046594032],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009061576,0.00031220383,0.00035260673,0.00064740574,0.00025402478,0.00022778206,0.00033710027,0.00028451934,0.000011909906],"category_scores_gemma":[0.00025473197,0.00031245223,0.000067565874,0.00096925034,0.0002582785,0.0012476763,0.00037332717,0.0006689411,0.00006470167],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007595821,0.000093016984,0.25858983,0.0010074523,0.000014748108,0.000047096262,0.00038703965,0.0000021658677,1.752931e-8,0.3044852,0.0005716517,0.43472582],"study_design_scores_gemma":[0.00020383716,0.000011747912,0.27343577,0.00030309358,0.0000082326505,5.643373e-7,0.0008693053,0.000032759992,2.3889482e-8,0.21112105,0.51378286,0.00023073333],"about_ca_topic_score_codex":0.0034019859,"about_ca_topic_score_gemma":0.058995955,"teacher_disagreement_score":0.8944666,"about_ca_system_score_codex":0.0010797345,"about_ca_system_score_gemma":0.00009938451,"threshold_uncertainty_score":0.99993277},"labels":[],"label_agreement":null},{"id":"W4322746174","doi":"10.1007/978-3-031-15988-6_1","title":"Ecosystem Management of the Boreal Forest in the Era of Global Change","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; Ministère des Ressources naturelles et des Forêts; Université du Québec en Abitibi-Témiscamingue; Université du Québec à Montréal; University of Alberta; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Taiga; Boreal ecosystem; Boreal; Ecosystem; Environmental science; Global change; Geography; Environmental resource management; Ecology; Forest ecology; Agroforestry; Forestry; Climate change; Biology","score_opus":0.0657570190840384,"score_gpt":0.3483096580594413,"score_spread":0.2825526389754029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746174","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027687132,0.0080104275,0.0000035392138,0.0010621214,0.0012108654,0.0078409845,0.0014191904,0.000040526425,0.95272523],"genre_scores_gemma":[0.9912322,0.0054301918,0.000035008983,0.00004993034,0.0002175872,0.0007990852,0.00002528272,0.00003979601,0.0021709113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950475,0.00041996632,0.0006275971,0.0006494391,0.0024523134,0.00080318714],"domain_scores_gemma":[0.9982194,0.0002776177,0.00029749263,0.0010937272,0.000038843933,0.00007297728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029582886,0.00034330128,0.0005330821,0.00006879323,0.00008577912,0.00002328017,0.0022005036,0.00025825077,0.000055820656],"category_scores_gemma":[0.00004633505,0.00022653777,0.00016630116,0.0011387042,0.00048082692,0.00029200342,0.0016199934,0.0006728876,0.00022045612],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023505415,0.00026440306,0.5269535,0.0042539844,0.000100014084,0.0006014589,0.0010513203,0.000068510395,0.0000013228191,0.18501015,0.0018071537,0.27965313],"study_design_scores_gemma":[0.0010571068,0.0005323525,0.8592053,0.007478757,0.000036309597,0.00003307371,0.00076021533,0.00087024807,0.0000055170826,0.035747126,0.0936782,0.0005957697],"about_ca_topic_score_codex":0.010663713,"about_ca_topic_score_gemma":0.1894449,"teacher_disagreement_score":0.9635451,"about_ca_system_score_codex":0.0017015025,"about_ca_system_score_gemma":0.000023272012,"threshold_uncertainty_score":0.99592435},"labels":[],"label_agreement":null},{"id":"W4322746210","doi":"10.1007/978-3-031-15988-6_31","title":"Challenges for the Sustainable Management of the Boreal Forest Under Climate Change","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; Natural Resources Canada; Université Laval; Université de Montréal; Canadian Forest Service; University of New Brunswick; Université du Québec en Abitibi-Témiscamingue; Center for Northern Studies; Université du Québec à Montréal","funders":"","keywords":"Biome; Climate change; Disturbance (geology); Biodiversity; Boreal; Taiga; Environmental resource management; Ecosystem; Forest management; Ecosystem services; Ecosystem management; Geography; Agroforestry; Fragmentation (computing); Ecoforestry; Environmental science; Forest ecology; Ecology; Forest restoration; Forestry; Biology","score_opus":0.23065358189587606,"score_gpt":0.3635884619347569,"score_spread":0.13293488003888085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746210","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024612106,0.15241317,5.284934e-7,0.050772488,0.001273806,0.009491356,0.0017629091,0.000104569284,0.78172],"genre_scores_gemma":[0.23363063,0.7054909,0.000015204915,0.00025743083,0.001021795,0.0013563504,0.00010675733,0.000006286156,0.058114637],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99809664,0.000057868296,0.00018107459,0.00040208158,0.00049113954,0.00077118207],"domain_scores_gemma":[0.9988984,0.0005835389,0.00010603891,0.0001542427,0.0002204634,0.000037322745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010277294,0.00019848818,0.0002591248,0.00002637141,0.0006673214,0.000019563493,0.0008981062,0.0002226352,0.000016737202],"category_scores_gemma":[0.000027873302,0.000064405285,0.0001583838,0.00026207103,0.00063577323,0.00013286932,0.0015211641,0.0002793699,0.000025854131],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013450124,0.000037589067,0.006459906,0.00052315556,0.00007995407,0.000028626691,0.00011390613,0.0000016210496,7.8499845e-8,0.8611248,0.000693869,0.130802],"study_design_scores_gemma":[0.0002048323,0.0004067709,0.4620071,0.00037151616,0.0000400786,0.0000016292557,0.0054376256,0.0000074275827,7.612939e-7,0.17695706,0.35436964,0.0001955509],"about_ca_topic_score_codex":0.00045995726,"about_ca_topic_score_gemma":0.037379082,"teacher_disagreement_score":0.72360533,"about_ca_system_score_codex":0.00015921683,"about_ca_system_score_gemma":0.0000063209854,"threshold_uncertainty_score":0.9801862},"labels":[],"label_agreement":null},{"id":"W4322746219","doi":"10.1007/978-3-031-15988-6_29","title":"Land and Freshwater Complex Interactions in Boreal Forests: A Neglected Topic in Forest Management","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Abiotic component; Ecology; Riparian zone; Habitat; Taiga; Environmental science; Aquatic ecosystem; Boreal; Riparian forest; Freshwater ecosystem; Terrestrial ecosystem; Ecosystem; Geography; Agroforestry; Biology","score_opus":0.08914257850882394,"score_gpt":0.3831288779305465,"score_spread":0.29398629942172255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746219","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0555883,0.0010625537,0.00001286839,0.0008827038,0.00027670126,0.0023215376,0.000118387106,0.000045793815,0.9396911],"genre_scores_gemma":[0.8864185,0.021654282,0.00089374866,0.00027405797,0.00027959328,0.0015985308,0.00042301422,0.00009233258,0.088365905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997714,0.00011184237,0.00036635489,0.00062909647,0.00050026394,0.00067847053],"domain_scores_gemma":[0.999359,0.00016739026,0.000058481768,0.00032506688,0.00001614121,0.00007393649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003752449,0.00021805755,0.00034785166,0.0005001576,0.00006308753,0.00003210271,0.00041233026,0.0001368241,0.0006997736],"category_scores_gemma":[0.000040628125,0.00021253158,0.000040246592,0.00055523653,0.0003763827,0.00029797287,0.0011102563,0.00059769175,0.0002925224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010311364,0.000060835355,0.96717507,0.00007010755,0.000017530838,0.00073918933,0.00015270675,0.00023665202,5.408149e-7,0.0067892927,0.00078477076,0.023870181],"study_design_scores_gemma":[0.0009829615,0.00008838847,0.78961784,0.00022353388,0.000006871484,0.000008786468,0.00007238621,0.0019266568,2.8354157e-7,0.07223678,0.13460116,0.00023436772],"about_ca_topic_score_codex":0.0073397155,"about_ca_topic_score_gemma":0.89983016,"teacher_disagreement_score":0.89249045,"about_ca_system_score_codex":0.0013435949,"about_ca_system_score_gemma":0.000008666278,"threshold_uncertainty_score":0.9992705},"labels":[],"label_agreement":null},{"id":"W4322746295","doi":"10.1007/978-3-031-15988-6_12","title":"Functional Traits of Boreal Species and Adaptation to Local Conditions","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Biology; Taiga; Context (archaeology); Phenotypic plasticity; Adaptation (eye); Ecology; Maladaptation; Local adaptation; Population","score_opus":0.10343331325573785,"score_gpt":0.3323541735073897,"score_spread":0.22892086025165187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746295","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043068076,0.00091403717,0.0010426361,0.00040913373,0.000205499,0.0007863379,0.002570414,0.00003551676,0.98972964],"genre_scores_gemma":[0.77987945,0.011235943,0.0012418466,0.000102373866,0.0002668245,0.00026954015,0.0013679615,0.00006175283,0.20557432],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99856246,0.000025415375,0.00020424504,0.00029636934,0.00066711917,0.00024436828],"domain_scores_gemma":[0.9996349,0.0000986781,0.000044159893,0.00009948712,0.000030137075,0.00009260353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028210075,0.0001194749,0.00015738406,0.00013706398,0.000067773515,0.000012726975,0.00012237643,0.00012478417,0.0002458477],"category_scores_gemma":[0.000021896994,0.0001182454,0.000029697858,0.00022840025,0.00043117674,0.00019058336,0.00020825442,0.00021885273,0.00017878259],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021493167,0.00008977146,0.011798506,0.00015963955,0.00004398595,0.00013503239,0.0010278763,0.02105171,0.000042312742,0.75448996,0.0028881712,0.20805812],"study_design_scores_gemma":[0.0007692329,0.00063570094,0.31919736,0.0007134218,0.000029451096,0.000048631704,0.0006274623,0.02307198,0.00000967408,0.41557676,0.2385379,0.0007824509],"about_ca_topic_score_codex":0.00034389354,"about_ca_topic_score_gemma":0.006890713,"teacher_disagreement_score":0.7841553,"about_ca_system_score_codex":0.0003238371,"about_ca_system_score_gemma":0.000016945613,"threshold_uncertainty_score":0.48219076},"labels":[],"label_agreement":null},{"id":"W4322746297","doi":"10.1007/978-3-031-15988-6_15","title":"Silviculture of Mixed-Species and Structurally Complex Boreal Stands","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; University of Alberta; Ministère des Ressources naturelles et des Forêts","funders":"","keywords":"Taiga; Biome; Boreal; Silviculture; Geography; Forest management; Resilience (materials science); Ecosystem; Agroforestry; Ecology; Environmental resource management; Forestry; Environmental science; Biology","score_opus":0.11384799852213595,"score_gpt":0.374711632748561,"score_spread":0.26086363422642506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322746297","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023340122,0.0024542513,6.8706146e-7,0.00034632013,0.00013108816,0.00053422217,0.00051447767,0.000030542993,0.9936544],"genre_scores_gemma":[0.19531457,0.063292176,0.00040885177,0.000118258795,0.00074713386,0.000085749554,0.0004984975,0.00008352376,0.7394512],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978065,0.000041585514,0.00024127521,0.0004212302,0.0010000939,0.0004893512],"domain_scores_gemma":[0.99942106,0.00008601185,0.00008709004,0.0002729638,0.000031236148,0.0001016363],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035290417,0.00023122109,0.0003086091,0.000119223274,0.00008908539,0.000033555538,0.00045868874,0.00016860395,0.0013051645],"category_scores_gemma":[0.000033239157,0.00019288933,0.000051577674,0.00029257574,0.0010205922,0.00028054084,0.0009999124,0.00033323717,0.00022793461],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016979598,0.000028883738,0.046016075,0.00062754896,0.000050455397,0.00016290003,0.00080448564,0.00004336214,0.000020861697,0.74013525,0.077931814,0.13400859],"study_design_scores_gemma":[0.00027242946,0.00019143458,0.09529451,0.00016672876,0.0000073722367,0.000003143084,0.00007661524,0.000050068596,0.0000033119502,0.06572566,0.8379455,0.0002632286],"about_ca_topic_score_codex":0.00093006395,"about_ca_topic_score_gemma":0.010675587,"teacher_disagreement_score":0.7600137,"about_ca_system_score_codex":0.00029747316,"about_ca_system_score_gemma":0.0000089590285,"threshold_uncertainty_score":0.9996078},"labels":[],"label_agreement":null},{"id":"W4415323159","doi":"10.1007/978-3-032-00190-0_5","title":"Quantifying the Impact of Climate Change on Soil Microbial Processes: A Focus on Nitrification, Denitrification, and Related Biogeochemical Interactions","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Soil carbon; Biogeochemical cycle; Ecosystem; Soil organic matter; Climate change; Soil biodiversity; Soil biology; Carbon cycle; Nutrient cycle; Microbial population biology","score_opus":0.07755469525061566,"score_gpt":0.39386036168013633,"score_spread":0.3163056664295207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415323159","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08849981,0.012495091,0.000008429726,0.0072745085,0.00038291476,0.0040572695,0.002301738,0.000083262166,0.884897],"genre_scores_gemma":[0.96482193,0.032716773,0.000020411815,0.000056706518,0.00014146123,0.0003198301,0.00021114114,0.000019927955,0.0016918068],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812615,0.00011141713,0.00035264986,0.0005759674,0.00037535594,0.00045843568],"domain_scores_gemma":[0.99871504,0.00051876146,0.00020195382,0.00038435223,0.00010115323,0.00007873322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005967573,0.00025121143,0.00031228867,0.0002251439,0.00022248561,0.000033226086,0.00041721287,0.0002517449,0.00020526497],"category_scores_gemma":[0.00021311933,0.00017837602,0.00008502905,0.00054402644,0.00050998747,0.00020789732,0.0002500184,0.0006593345,0.00008517347],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004841583,0.0018948157,0.35320002,0.001601011,0.00040846242,0.00016210074,0.004386459,0.00012343246,0.0022132902,0.11214416,0.019809164,0.4992155],"study_design_scores_gemma":[0.009516196,0.007950025,0.28268614,0.013103119,0.00037133656,0.0003971195,0.0013492304,0.0021027739,0.0032959383,0.32400805,0.35059437,0.004625694],"about_ca_topic_score_codex":0.00090990576,"about_ca_topic_score_gemma":0.003823829,"teacher_disagreement_score":0.8832052,"about_ca_system_score_codex":0.0006299806,"about_ca_system_score_gemma":0.00005365928,"threshold_uncertainty_score":0.7273963},"labels":[],"label_agreement":null},{"id":"W4415323604","doi":"10.1007/978-3-032-00190-0_15","title":"Regenerative Agriculture","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Sustainability; Agroecology; Agriculture; Sustainable agriculture; Precision agriculture; Soil carbon; Ecosystem services; Resource (disambiguation)","score_opus":0.053774043248983244,"score_gpt":0.3530162162035388,"score_spread":0.2992421729545556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415323604","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002769206,0.023279568,0.000002636983,0.00037686812,0.00027078082,0.0005910547,0.00016147805,0.0000254344,0.9750153],"genre_scores_gemma":[0.057168305,0.086486526,0.00040361824,0.00070815405,0.0019993302,0.00062360504,0.00035784143,0.000056302764,0.85219634],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977918,0.0000692258,0.00022401105,0.000602523,0.0007934639,0.00051896495],"domain_scores_gemma":[0.99937916,0.00007387883,0.00006507986,0.00033940142,0.000039315986,0.000103187536],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040794283,0.0002478553,0.0003033112,0.00006756984,0.00014619046,0.000042048723,0.00057616906,0.00031658486,0.0013644913],"category_scores_gemma":[0.000017850496,0.00017934422,0.000068509486,0.0002928532,0.00007348195,0.00040122727,0.00068375736,0.0004838788,0.0012587962],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035103993,0.00030074283,0.03985403,0.0020322488,0.00017434928,0.0012593825,0.0013986393,0.00058906863,0.000029280933,0.26661533,0.19413194,0.49326393],"study_design_scores_gemma":[0.00014722341,0.000067362016,0.00048743057,0.0005504302,0.000005826283,0.000004365961,0.0000429776,0.000042324904,0.000020601972,0.025678532,0.97271043,0.00024250771],"about_ca_topic_score_codex":0.00090989645,"about_ca_topic_score_gemma":0.037763197,"teacher_disagreement_score":0.77857846,"about_ca_system_score_codex":0.0008437492,"about_ca_system_score_gemma":0.000020697336,"threshold_uncertainty_score":0.9995484},"labels":[],"label_agreement":null},{"id":"W4415323608","doi":"10.1007/978-3-032-00190-0_10","title":"Global Evaluation of Climate-Resilient Agricultural Practices","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Agriculture; Cropping; Crop yield; Profitability index; Crop; Climate change; Sustainability; Conservation agriculture","score_opus":0.23078375275970253,"score_gpt":0.46155817467844673,"score_spread":0.2307744219187442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415323608","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038178634,0.06742157,7.962309e-8,0.0020199877,0.00061241025,0.0028987683,0.004245096,0.00007632423,0.8845471],"genre_scores_gemma":[0.6913475,0.27038825,0.00019073513,0.0004306891,0.004640904,0.0012505763,0.005654548,0.000014150697,0.026082687],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937327,0.00043467508,0.00069078023,0.0009566972,0.0031475825,0.0010375703],"domain_scores_gemma":[0.99619967,0.0005911447,0.0008516727,0.000226989,0.0019180772,0.00021246822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002830174,0.00051264564,0.0006901272,0.000067864516,0.00020738889,0.00011540076,0.00093927234,0.00067691127,0.00075581454],"category_scores_gemma":[0.0010840696,0.00020709768,0.00022862799,0.001185987,0.000275727,0.00073223474,0.00070636894,0.0006030574,0.00007137079],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039073368,0.00042783082,0.013985535,0.0006594053,0.00008975176,0.000045236175,0.0001400615,0.000022573415,0.0003421837,0.043110423,0.0073768366,0.93340945],"study_design_scores_gemma":[0.001561706,0.0017601498,0.31366882,0.005724963,0.00035913222,0.00007543746,0.0038743005,0.00014749078,0.000102082806,0.04676065,0.6240672,0.0018981153],"about_ca_topic_score_codex":0.0010594006,"about_ca_topic_score_gemma":0.04496216,"teacher_disagreement_score":0.93151134,"about_ca_system_score_codex":0.0018325275,"about_ca_system_score_gemma":0.0000858755,"threshold_uncertainty_score":0.9724648},"labels":[],"label_agreement":null},{"id":"W4415323612","doi":"10.1007/978-3-032-00190-0_9","title":"Climate-Resilient Agriculture (CRA): Pathway to Sustainable Development","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Agriculture; Work (physics); Sustainable development; Climate change; Sustainability; Private sector; Soil conservation; Public policy; Psychological intervention","score_opus":0.07493761653013138,"score_gpt":0.3521441705324382,"score_spread":0.2772065540023068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415323612","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006699105,0.039449044,8.848167e-7,0.004793803,0.00058743224,0.005436178,0.0017963538,0.00026105164,0.94097614],"genre_scores_gemma":[0.024162482,0.045518633,0.00047654222,0.00221433,0.00357334,0.0023167094,0.0034139282,0.000023750326,0.9183003],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993859,0.00013622605,0.0006515444,0.0013474454,0.0016850777,0.0023207134],"domain_scores_gemma":[0.99769634,0.00035032502,0.00016837227,0.000256513,0.0009593104,0.00056915934],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001150127,0.0007391551,0.00076250854,0.00015810922,0.0005795337,0.00025800822,0.0013033536,0.00081116037,0.0006485892],"category_scores_gemma":[0.0002590471,0.00030144863,0.00018282096,0.0014707564,0.00014434349,0.00044890158,0.001780465,0.0010596322,0.0004825286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044463,0.00046357934,0.001568945,0.0012422805,0.00006146607,0.0012407808,0.00087121746,0.000008304018,0.0008417073,0.11823893,0.052502196,0.82251596],"study_design_scores_gemma":[0.00017002996,0.00034152897,0.00450392,0.0013253434,0.000007287802,0.000011282254,0.0017226357,8.2354893e-7,0.00021561167,0.002729004,0.98828435,0.0006881884],"about_ca_topic_score_codex":0.00045367432,"about_ca_topic_score_gemma":0.021615496,"teacher_disagreement_score":0.93578213,"about_ca_system_score_codex":0.0023345565,"about_ca_system_score_gemma":0.00009233476,"threshold_uncertainty_score":0.99994373},"labels":[],"label_agreement":null},{"id":"W4415323628","doi":"10.1007/978-3-032-00190-0_12","title":"Sustainable Agriculture and Its Role in Enhancing Climate Resilience","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Agriculture; Integrated farming; Food security; Sustainable agriculture; Sustainability; Climate resilience; Climate change; Productivity; Resilience (materials science)","score_opus":0.047446542212156356,"score_gpt":0.3489997957184043,"score_spread":0.30155325350624795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415323628","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04990733,0.25922725,9.6398416e-8,0.0031270839,0.00023681512,0.0034844861,0.0010461992,0.00013427003,0.6828365],"genre_scores_gemma":[0.33639792,0.4144892,0.000052284966,0.00059365557,0.0018187565,0.0007293127,0.0007245243,0.000013447633,0.24518089],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99574846,0.00015195152,0.00047966823,0.0010587982,0.00088989694,0.0016712289],"domain_scores_gemma":[0.99853593,0.000487708,0.00014698804,0.0001391407,0.00044706263,0.00024315323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012339312,0.0004912053,0.0006181016,0.00013106065,0.00029711786,0.00017690695,0.0007045129,0.000697004,0.00017944869],"category_scores_gemma":[0.00037298698,0.00021173792,0.00008731778,0.0011708027,0.00015317225,0.000789263,0.0010737528,0.0011627754,0.000044094708],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009856226,0.00063404616,0.02148992,0.0049814936,0.00006220435,0.0031476694,0.0024824813,0.000020155663,0.013139637,0.43473333,0.0067370823,0.51158637],"study_design_scores_gemma":[0.0007597098,0.00088918983,0.034945767,0.006443534,0.00002486011,0.00007441641,0.012773247,0.000055698238,0.0005652199,0.044591155,0.8970793,0.0017978951],"about_ca_topic_score_codex":0.0010983247,"about_ca_topic_score_gemma":0.06861466,"teacher_disagreement_score":0.89034224,"about_ca_system_score_codex":0.0009092305,"about_ca_system_score_gemma":0.00003533548,"threshold_uncertainty_score":0.9483807},"labels":[],"label_agreement":null},{"id":"W7088544816","doi":"10.1007/978-3-032-04141-8_1","title":"Climate-Resilient Strategies for Sustainable Management of Water Resources and Agriculture","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Thompson Rivers University","funders":"","keywords":"Food security; Sustainability; Rainwater harvesting; Agriculture; Water resources; Integrated water resources management; Water security; Sustainable agriculture; Adaptive management","score_opus":0.061698933473103144,"score_gpt":0.3505464764871184,"score_spread":0.2888475430140153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7088544816","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04536174,0.09290014,0.0000011749438,0.0025794609,0.00021369013,0.006733264,0.0024252844,0.00011185754,0.8496734],"genre_scores_gemma":[0.25420117,0.34401482,0.00045176,0.00038442446,0.0020802193,0.002535591,0.00324574,0.000024077332,0.39306217],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99693936,0.00006393654,0.0004133357,0.0007220085,0.00069854554,0.0011628337],"domain_scores_gemma":[0.99881977,0.0002223345,0.00012146773,0.00013857364,0.0005596499,0.00013818897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007764866,0.0004019429,0.00054186553,0.00007361215,0.00026276376,0.00017608305,0.00054545474,0.00042984882,0.00010530242],"category_scores_gemma":[0.000022092972,0.00014088365,0.00013208074,0.00031822847,0.00026354278,0.0004503115,0.0008487808,0.00036000856,0.000006556051],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011554208,0.00035613772,0.00062412955,0.012939464,0.00018756482,0.00040384004,0.0013557762,0.0000117585105,0.0015102844,0.721822,0.012784505,0.24684912],"study_design_scores_gemma":[0.00042162946,0.000707062,0.0017202067,0.0021383457,0.00004701883,0.000007859206,0.014801873,0.0000042066727,0.00021783882,0.065850176,0.9135711,0.00051265414],"about_ca_topic_score_codex":0.0002866578,"about_ca_topic_score_gemma":0.0026962827,"teacher_disagreement_score":0.90078664,"about_ca_system_score_codex":0.00028708956,"about_ca_system_score_gemma":0.000008059463,"threshold_uncertainty_score":0.5745069},"labels":[],"label_agreement":null},{"id":"W98993833","doi":"10.1007/0-306-48051-4_11","title":"Climate Change and Air Quality Assessment in Canadian National Parks","year":2001,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Parks Canada","funders":"","keywords":"National park; Environmental science; Climate change; Air quality index; Arctic; Geography; Context (archaeology); Snow; Global warming; Air pollution; Permafrost; Environmental protection; Meteorology; Ecology","score_opus":0.1539353663175712,"score_gpt":0.40835870118593526,"score_spread":0.25442333486836405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W98993833","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035770314,0.019577459,7.247963e-7,0.00089619955,0.00017143493,0.000591109,0.0015709058,0.000013754883,0.9736014],"genre_scores_gemma":[0.9090072,0.081170276,0.00036939653,0.0006545223,0.0012024207,0.00007701648,0.0010750425,0.000015011151,0.006429135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970242,0.00010102606,0.0003278683,0.00057618116,0.0009740174,0.0009967077],"domain_scores_gemma":[0.99899113,0.00023444513,0.00008178577,0.0001847937,0.00011472757,0.00039308745],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018250736,0.00024925603,0.0003346269,0.000056518977,0.0001621229,0.00004702134,0.00031077198,0.00030722446,0.0015123358],"category_scores_gemma":[0.00006599072,0.0002452574,0.00004034757,0.00025789384,0.00027310985,0.0004356238,0.00006285762,0.0007836704,0.00005704216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056728353,0.000017414197,0.7218366,0.00024652734,0.000008393262,0.00035895425,0.000113990754,0.000029722827,1.6760005e-7,0.018604308,0.00013024526,0.25859693],"study_design_scores_gemma":[0.00051495567,0.00012610658,0.5121567,0.000717912,0.0000036373815,0.000032665153,0.00023392813,0.00069988053,7.196598e-7,0.044024,0.44085664,0.0006328351],"about_ca_topic_score_codex":0.29068986,"about_ca_topic_score_gemma":0.9112667,"teacher_disagreement_score":0.96717227,"about_ca_system_score_codex":0.00034364266,"about_ca_system_score_gemma":0.0003313129,"threshold_uncertainty_score":0.99999994},"labels":[],"label_agreement":null}]}