{"meta":{"query_hash":"869437d9fe53","filters":{"venue":"VertigO - La Revue Electronique en Sciences de l'Environment"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/869437d9fe53","api":"https://metacan.xera.ac/api/v1/cohort?venue=VertigO+-+La+Revue+Electronique+en+Sciences+de+l%27Environment"},"results":[{"id":"W1540792729","doi":"","title":"Should we revisit our form of management of the Canadian boreal forest","year":2005,"lang":"en","type":"article","venue":"VertigO - La Revue Electronique en Sciences de l'Environment","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Taiga; Boreal; Forest management; Geography; Forestry; Archaeology","score_opus":0.0187192976293888,"score_gpt":0.22811321437944873,"score_spread":0.20939391675005992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540792729","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035785016,0.016040549,0.008881484,0.7759238,0.01592633,0.00019218512,0.0011584378,0.00038933172,0.14570291],"genre_scores_gemma":[0.52792287,0.024605064,0.03915965,0.22212948,0.0057549295,0.00021370781,0.0010333165,0.00045621314,0.1787248],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928964,0.0008465105,0.00037072483,0.00082558923,0.0032740447,0.0017868254],"domain_scores_gemma":[0.9770269,0.0010080625,0.00093019614,0.0011534028,0.015891049,0.003990428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007903047,0.00057630986,0.00053531094,0.0018353532,0.012924774,0.010212611,0.0047631497,0.0029984887,0.00811743],"category_scores_gemma":[0.018026005,0.00026325238,0.00047072294,0.002678065,0.0106387045,0.0046488484,0.0028222033,0.00762757,0.0007821542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009232686,0.00015161985,0.029760627,0.00059858116,0.00015663536,0.00027675126,0.011110657,0.0029513156,0.002576676,0.14776146,0.595648,0.20891535],"study_design_scores_gemma":[0.000013586654,0.000037713937,0.027889522,0.0004135794,0.000057837937,0.00009562474,0.01033809,0.000609397,0.00042297732,0.010573147,0.94941247,0.00013609744],"about_ca_topic_score_codex":0.9802536,"about_ca_topic_score_gemma":0.9954987,"teacher_disagreement_score":0.054915536,"about_ca_system_score_codex":0.054915536,"about_ca_system_score_gemma":0.14228153,"threshold_uncertainty_score":0.3984419},"labels":[],"label_agreement":null},{"id":"W2196776511","doi":"","title":"The use of social and cultural values mapping as a tool in adapting to climate change: an example of a pilot project in Prince Edward Island (Canada).","year":2010,"lang":"en","type":"article","venue":"VertigO - La Revue Electronique en Sciences de l'Environment","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Geography; Environmental resource management; Environmental ethics; Sociology; Oceanography; Environmental science; Geology","score_opus":0.08695937636912339,"score_gpt":0.3605133399366628,"score_spread":0.2735539635675394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2196776511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95709944,0.0003178078,0.008384339,0.00215717,0.000048846563,0.004749059,0.00047124276,0.00012244882,0.026649656],"genre_scores_gemma":[0.9384125,0.00055432343,0.04865741,0.00025275952,0.000009542002,0.0017245886,0.00024955976,0.000052522566,0.01008683],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99713564,0.0018156433,0.000060890743,0.00017219593,0.00037136654,0.0004443374],"domain_scores_gemma":[0.99435294,0.0020513856,0.00019848467,0.00042065134,0.001950112,0.0010264928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006427107,0.00048266494,0.00032031417,0.0013567946,0.007563448,0.0019349626,0.0014484967,0.00083824777,0.0018192944],"category_scores_gemma":[0.007909933,0.00028828357,0.00032395308,0.0025597238,0.002902338,0.0008034655,0.0027236482,0.0013205927,0.00027494496],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063292525,0.0033381665,0.06792012,0.00096759875,0.000079019934,0.0021307901,0.48638088,0.0024026227,0.014018608,0.0036917587,0.005455486,0.41298208],"study_design_scores_gemma":[0.00022470372,0.0015414637,0.2702133,0.00034676978,0.000115851144,0.00038268432,0.67082965,0.0034609828,0.0072816433,0.0019572072,0.043467402,0.00017836742],"about_ca_topic_score_codex":0.8908221,"about_ca_topic_score_gemma":0.9579794,"teacher_disagreement_score":0.10917789,"about_ca_system_score_codex":0.0111815315,"about_ca_system_score_gemma":0.04125252,"threshold_uncertainty_score":0.21964169},"labels":[],"label_agreement":null},{"id":"W2341214711","doi":"","title":"The social benefits of community gardening and community in the Greater Quebec.","year":2010,"lang":"en","type":"article","venue":"VertigO - La Revue Electronique en Sciences de l'Environment","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Socioeconomics; Sociology","score_opus":0.02201447776371819,"score_gpt":0.2599114571629152,"score_spread":0.23789697939919702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341214711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.971624,0.0021943972,0.00017344358,0.0049765715,0.000039529787,0.000022932323,0.0006996119,0.000009469639,0.020260038],"genre_scores_gemma":[0.99473554,0.00031472507,0.00008682427,0.0001446102,0.0000056499916,0.0000060033653,0.000063122636,0.000002496068,0.0046409667],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9995023,0.00014237825,0.000005916223,0.000045001707,0.00006428541,0.00024000372],"domain_scores_gemma":[0.99874073,0.00013495932,0.00012512483,0.000034652356,0.00023712183,0.0007273601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042405733,0.0001273941,0.00019876348,0.0004919783,0.004215516,0.0012883063,0.0006288397,0.00051276473,0.00837955],"category_scores_gemma":[0.0011412738,0.000084652675,0.00014577177,0.0010827756,0.0018247049,0.0005075906,0.001016415,0.0005812556,0.00019633124],"study_design_candidate":"qualitative","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":[0.000613186,0.00059051346,0.7241153,0.00025543873,0.00020983862,0.0015494805,0.039115705,0.0014600109,0.002543086,0.021667788,0.029068483,0.1788111],"study_design_scores_gemma":[0.000017528651,0.00004402821,0.9594451,0.0000893705,0.000020907484,0.00007771297,0.017697109,0.000489179,0.00008028053,0.00063444447,0.021383427,0.000020944604],"about_ca_topic_score_codex":0.9913145,"about_ca_topic_score_gemma":0.9983394,"teacher_disagreement_score":0.027350063,"about_ca_system_score_codex":0.027350063,"about_ca_system_score_gemma":0.01688344,"threshold_uncertainty_score":0.19843948},"labels":[],"label_agreement":null},{"id":"W2767165469","doi":"","title":"Problems with using herbicides in forestry: the case of Quebec.","year":2005,"lang":"en","type":"article","venue":"VertigO - La Revue Electronique en Sciences de l'Environment","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Forestry; Geography","score_opus":0.015924114980175944,"score_gpt":0.22438981744935452,"score_spread":0.20846570246917856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767165469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46133533,0.06837271,0.00628008,0.20301244,0.00080755836,0.00052229065,0.0010442123,0.00024776388,0.25837755],"genre_scores_gemma":[0.88893193,0.014284869,0.003634736,0.015329271,0.00009768117,0.000094089344,0.00019875565,0.000057207784,0.07737142],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99745196,0.0005657463,0.000078996185,0.00017987809,0.0007700308,0.00095347443],"domain_scores_gemma":[0.9959686,0.0010925796,0.00036062833,0.00012580954,0.0019083933,0.00054400566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026408827,0.00032414522,0.00030051547,0.0008582252,0.008020412,0.003434523,0.0022979467,0.0042926096,0.0069203083],"category_scores_gemma":[0.005666041,0.00021921097,0.0004439441,0.0019826074,0.0025606053,0.0016323942,0.0014102865,0.0026705235,0.0003914995],"study_design_candidate":"observational","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":[0.00056016084,0.000803948,0.15682054,0.0016099812,0.00029509058,0.02148925,0.028112425,0.008401672,0.009765998,0.0926477,0.13511214,0.5443812],"study_design_scores_gemma":[0.00015308708,0.0004987571,0.23315704,0.0014846348,0.00034994158,0.0064028273,0.046631254,0.0063057854,0.003937136,0.008430773,0.69238937,0.000259385],"about_ca_topic_score_codex":0.9868543,"about_ca_topic_score_gemma":0.99509734,"teacher_disagreement_score":0.043168332,"about_ca_system_score_codex":0.043168332,"about_ca_system_score_gemma":0.064621545,"threshold_uncertainty_score":0.31320965},"labels":[],"label_agreement":null},{"id":"W896509145","doi":"","title":"Neighborhood effects among landscaped park users in Saguenay.","year":2011,"lang":"fr","type":"article","venue":"VertigO - La Revue Electronique en Sciences de l'Environment","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental science","score_opus":0.035974698479399415,"score_gpt":0.21604374218595054,"score_spread":0.18006904370655114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W896509145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99912673,0.00017211476,0.000014180009,0.000040179737,0.0000042866395,0.0000018788693,0.0002758553,9.14003e-7,0.0003638938],"genre_scores_gemma":[0.99945766,0.00008184741,0.000025686457,0.000008010699,0.000002032461,0.0000023583823,0.00019275135,7.787205e-7,0.00022883526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99984896,0.00004968869,0.000009553857,0.000033966273,0.000016220041,0.000041645133],"domain_scores_gemma":[0.9997863,0.000033133223,0.00005255495,0.000015748725,0.000040441264,0.00007191053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014561132,0.00010557776,0.00025426957,0.00040076041,0.00048592317,0.00045251125,0.00026812803,0.00030642678,0.0017984143],"category_scores_gemma":[0.0004002637,0.00012089679,0.00024972158,0.0006473051,0.00020205796,0.00029202027,0.00048044306,0.00029313547,0.00015196911],"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":[0.00007985605,0.00004585205,0.9965982,0.000010878215,0.000050098763,0.00012749563,0.00078267936,0.00005392243,0.00023647529,0.000084179504,0.00020695571,0.0017234291],"study_design_scores_gemma":[0.0000016279292,0.000031229512,0.99795985,0.0000055719124,0.000011615655,0.000045121757,0.0015404836,0.00008948485,0.000016391576,0.000015028492,0.00028126943,0.000002319987],"about_ca_topic_score_codex":0.20157205,"about_ca_topic_score_gemma":0.427395,"teacher_disagreement_score":0.79842794,"about_ca_system_score_codex":0.0005966011,"about_ca_system_score_gemma":0.00032090713,"threshold_uncertainty_score":0.40079755},"labels":[],"label_agreement":null}]}