{"meta":{"query_hash":"91151ea6465c","filters":{"venue":"Collection EDYTEM Cahiers de géographie"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/91151ea6465c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Collection+EDYTEM+Cahiers+de+g%C3%A9ographie"},"results":[{"id":"W2290540747","doi":"10.3406/edyte.2012.1211","title":"Le cône d'éboulis de l'aven d'Orgnac : un dépôt entre apports externes et édification endokarstique","year":2012,"lang":"fr","type":"article","venue":"Collection EDYTEM Cahiers de géographie","topic":"Geotourism and Geoheritage Conservation","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Physics; Art","score_opus":0.010815228909781562,"score_gpt":0.20376417968603688,"score_spread":0.19294895077625532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290540747","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":[0.9135378,0.024204364,0.024671575,0.013628151,0.0053777415,0.0012135812,0.00013572662,0.00031400763,0.01691704],"genre_scores_gemma":[0.95935667,0.005857759,0.0025330496,0.001405062,0.00085865305,0.00006610863,0.00038118105,0.00003149433,0.029510025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963353,0.0010162997,0.00056512083,0.0005296335,0.00037196832,0.0011816797],"domain_scores_gemma":[0.99807984,0.00034625235,0.0003633838,0.00037394182,0.00016774466,0.00066884165],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001997327,0.00039819648,0.00035362304,0.0006373847,0.0010291076,0.00023981289,0.00025918,0.00073492405,0.0015103614],"category_scores_gemma":[0.00021351587,0.0004870681,0.00027658348,0.0024552643,0.0008309116,0.001148683,0.000021285308,0.00067481754,0.00016144854],"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":[0.0002788879,0.0006238558,0.7956398,0.0003053986,0.0002990579,0.00008372965,0.012210956,0.0014900194,0.0010942594,0.0061311717,0.06526475,0.11657807],"study_design_scores_gemma":[0.00086188206,0.00017016807,0.67682284,0.00009988803,0.00019072666,0.00033560334,0.0019124503,0.0019322787,0.001693999,0.004351046,0.31099477,0.0006343395],"about_ca_topic_score_codex":0.006867659,"about_ca_topic_score_gemma":0.0048732674,"teacher_disagreement_score":0.24573001,"about_ca_system_score_codex":0.000105671876,"about_ca_system_score_gemma":0.0006449303,"threshold_uncertainty_score":0.9997581},"labels":[],"label_agreement":null},{"id":"W2957045315","doi":"10.3406/edyte.2006.974","title":"Nature mobile et touriste transporté... Enjeux et problèmes liés aux déplacements touristiques dans les parcs nationaux des montagnes de l'Ouest canadien","year":2006,"lang":"fr","type":"article","venue":"Collection EDYTEM Cahiers de géographie","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Geography; Art","score_opus":0.013813536821048716,"score_gpt":0.2860809960866839,"score_spread":0.2722674592656352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2957045315","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":[0.76910627,0.071090885,0.001708335,0.008923301,0.003046788,0.0017008205,0.00029550816,0.00045139878,0.14367671],"genre_scores_gemma":[0.8530064,0.021828393,0.0019423573,0.00053619704,0.0010551843,0.0006351128,0.000111701826,0.000071528404,0.12081309],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99585813,0.0009617177,0.00061699527,0.0006534132,0.0007214141,0.001188355],"domain_scores_gemma":[0.99811727,0.00036119245,0.00033309142,0.00021352399,0.00058617163,0.00038877255],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0013009172,0.0005361198,0.00053305575,0.0005140783,0.0040461402,0.0002664128,0.00038718473,0.0012303235,0.0001402031],"category_scores_gemma":[0.00023104332,0.00061615,0.00043817217,0.0031336048,0.004829015,0.00051951106,0.00003126667,0.0011488288,0.000004274755],"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":[0.00015941092,0.0010781181,0.1191498,0.00041407926,0.00071469415,0.00018584849,0.1692025,0.0018798952,0.00019494527,0.3470223,0.3553106,0.004687818],"study_design_scores_gemma":[0.0011342472,0.00050949416,0.16693121,0.0003112132,0.00039082268,0.000027383276,0.024893805,0.00011576198,0.00034353198,0.06399939,0.74023205,0.0011110975],"about_ca_topic_score_codex":0.32145303,"about_ca_topic_score_gemma":0.875748,"teacher_disagreement_score":0.55429494,"about_ca_system_score_codex":0.003660674,"about_ca_system_score_gemma":0.001738523,"threshold_uncertainty_score":0.99962896},"labels":[],"label_agreement":null},{"id":"W2958206848","doi":"10.3406/edyte.2009.1104","title":"Le Solarium tournant du Dr Saidman : un complément à la cure thermale d'Aix-les-Bains","year":2009,"lang":"fr","type":"preprint","venue":"Collection EDYTEM Cahiers de géographie","topic":"Neurology and Historical Studies","field":"Neuroscience","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":"Canadian Society for the History of Medicine","funders":"","keywords":"Art; Humanities","score_opus":0.012533173395625154,"score_gpt":0.21910246513068599,"score_spread":0.20656929173506083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958206848","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":[0.5283572,0.017968927,0.024858464,0.11552346,0.030038519,0.0051951804,0.00020813027,0.0018498756,0.2760002],"genre_scores_gemma":[0.94410175,0.024561724,0.0004891934,0.0040911953,0.0011835712,0.00032106103,0.000018840768,0.0001370778,0.025095599],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99299514,0.0023160626,0.00095584284,0.0017163034,0.0006709277,0.0013457348],"domain_scores_gemma":[0.9968778,0.0007983444,0.00073551637,0.0008187389,0.0002271473,0.00054247153],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.0010979702,0.000967259,0.0010917244,0.0009489102,0.006341318,0.00025148373,0.0009922762,0.0017060094,0.00014664471],"category_scores_gemma":[0.0003634736,0.0010513252,0.0009973431,0.0028462152,0.005069525,0.00018265094,0.00039722107,0.004245357,0.00006108061],"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":[0.0031088656,0.009981395,0.039201654,0.0007226986,0.0017186096,0.0043839663,0.015712762,0.0069433963,0.023060365,0.52303594,0.34055465,0.031575684],"study_design_scores_gemma":[0.0019795217,0.0010008519,0.057986874,0.0001554228,0.00045026012,0.00080664473,0.0002543684,0.00038766608,0.003229939,0.022466637,0.9099683,0.0013135204],"about_ca_topic_score_codex":0.0005603192,"about_ca_topic_score_gemma":0.00091918604,"teacher_disagreement_score":0.56941366,"about_ca_system_score_codex":0.0010294629,"about_ca_system_score_gemma":0.00054533524,"threshold_uncertainty_score":0.99959},"labels":[],"label_agreement":null},{"id":"W2960285736","doi":"10.3406/edyte.2013.1230","title":"Entre patrimonialisation et mise en valeur touristique de la faune sauvage. L'exemple d'une ressource patrimoniale en sursis, le caribou de la Gaspésie (Québec, Canada)","year":2013,"lang":"en","type":"article","venue":"Collection EDYTEM Cahiers de géographie","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Tourism; National park; Resource (disambiguation); Wildlife; Sustainable development; Endangered species; Environmental resource management; Environmental protection; Political science; Ecology; Environmental science; Archaeology","score_opus":0.005131804722685879,"score_gpt":0.27062257778249965,"score_spread":0.2654907730598138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960285736","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":[0.9621931,0.0006781899,0.0011822106,0.011605883,0.00091043557,0.0018121592,0.000099266654,0.0002446246,0.021274142],"genre_scores_gemma":[0.9858128,0.0017568115,0.00071398605,0.0019913306,0.0005895438,0.0009624526,0.00009018873,0.000092015696,0.007990884],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9912938,0.005609444,0.0006667274,0.00050254323,0.00031954682,0.0016079374],"domain_scores_gemma":[0.994548,0.003876222,0.00040927946,0.0004010959,0.00035597605,0.0004093956],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0031737308,0.00036855965,0.00053179386,0.00045293974,0.006075472,0.00006684321,0.0003051369,0.001115218,0.00023182757],"category_scores_gemma":[0.001213125,0.00040053247,0.00020157467,0.0011217634,0.000573323,0.00014067725,0.00011011766,0.0016944753,0.000018163357],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00017405058,0.0001796851,0.24645212,0.00017978728,0.00023462102,0.00010008311,0.09119318,0.00039468738,0.00064666546,0.00036167592,0.65958494,0.0004985243],"study_design_scores_gemma":[0.0023633162,0.00018821374,0.4858862,0.000078708836,0.0001868121,0.000067528126,0.061223306,0.00019236233,0.00023687484,0.0011264839,0.4478494,0.0006008152],"about_ca_topic_score_codex":0.97739893,"about_ca_topic_score_gemma":0.9819192,"teacher_disagreement_score":0.23943406,"about_ca_system_score_codex":0.0057929056,"about_ca_system_score_gemma":0.009533972,"threshold_uncertainty_score":0.9998447},"labels":[],"label_agreement":null},{"id":"W2960647958","doi":"10.3406/edyte.2010.1118","title":"La création du Parc national des Pingaluit au Nunavik (Nord Québec). Une promotion touristique révélatrice de divergences d'opinions","year":2010,"lang":"en","type":"article","venue":"Collection EDYTEM Cahiers de géographie","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stress (linguistics); Negotiation; Political science; Compromise; Promotion (chess); National identity; Indigenous; Interpretation (philosophy); Ethnology; Geography; Humanities; Sociology; Art; Law","score_opus":0.020117550978208137,"score_gpt":0.3268308118787809,"score_spread":0.3067132609005727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960647958","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":[0.96297,0.000078434896,0.003800725,0.0048328643,0.0028043373,0.0010747527,0.000026544869,0.00024932748,0.024163006],"genre_scores_gemma":[0.99265116,0.0006466785,0.0012042939,0.00038322,0.0011901152,0.00088115985,0.00005615502,0.000035336714,0.002951866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707913,0.0007479091,0.0005171658,0.00036940663,0.0002852238,0.0010011828],"domain_scores_gemma":[0.99769706,0.00075409154,0.00033408497,0.00017043285,0.0008251293,0.00021918045],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023084339,0.00022863729,0.00026299024,0.0006158595,0.012681757,0.000028991672,0.0001961348,0.00074163545,0.0002996134],"category_scores_gemma":[0.0011983357,0.00023375632,0.00015784007,0.0021237044,0.0008991159,0.0001937425,0.00006959015,0.0013569748,0.000054073567],"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":[0.00014512314,0.00040585015,0.85716456,0.00022150647,0.00019194845,0.000009128255,0.07357628,0.00016419469,0.0006274901,0.006703221,0.05908088,0.0017098214],"study_design_scores_gemma":[0.0010237823,0.00031980991,0.9122043,0.00006722545,0.00009499602,0.00006167552,0.011130776,0.00043227014,0.000050095063,0.012139975,0.06207729,0.0003978037],"about_ca_topic_score_codex":0.114933185,"about_ca_topic_score_gemma":0.7248669,"teacher_disagreement_score":0.60993373,"about_ca_system_score_codex":0.0024177132,"about_ca_system_score_gemma":0.0045965365,"threshold_uncertainty_score":0.9886036},"labels":[],"label_agreement":null},{"id":"W3147582586","doi":"10.3406/edyte.2013.1238","title":"Intégration du patrimoine géologique à la stratégie de développement local du Parc Naturel Régional du Massif des Bauges, France.","year":2013,"lang":"fr","type":"article","venue":"Collection EDYTEM Cahiers de géographie","topic":"Geotourism and Geoheritage Conservation","field":"Earth and Planetary Sciences","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":"Université du Québec à Montréal","funders":"","keywords":"Geopark; Humanities; Political science; Geography; Art","score_opus":0.007003576359761297,"score_gpt":0.193701219268813,"score_spread":0.18669764290905172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3147582586","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":[0.9035293,0.0077723325,0.053953838,0.028664209,0.0027703636,0.0010626138,0.000079998645,0.00020607952,0.0019612575],"genre_scores_gemma":[0.97083265,0.014796709,0.0077292514,0.0014389635,0.0010371086,0.00013660658,0.00037636395,0.00002562874,0.003626719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99621135,0.0010125332,0.0006572091,0.0006540337,0.00047991055,0.0009849629],"domain_scores_gemma":[0.9978093,0.00063032366,0.00030631866,0.00028094387,0.00045940085,0.0005136962],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015108517,0.0004974856,0.0004017136,0.00061845913,0.0014001732,0.00041668132,0.00032772042,0.0011453711,0.0021542732],"category_scores_gemma":[0.00036684805,0.000512273,0.00027989826,0.0025538492,0.0025146427,0.0008349066,0.00002619049,0.0010332442,0.00013291748],"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":[0.00015048197,0.00020540273,0.7861487,0.00014599467,0.00015317091,0.000109100605,0.0009884506,0.003994044,0.0001752391,0.00095235725,0.12986891,0.077108145],"study_design_scores_gemma":[0.001094199,0.00046127156,0.89325154,0.00010387606,0.000098080716,0.0002979481,0.0008981804,0.014371932,0.00015705786,0.0130085815,0.07572136,0.0005359586],"about_ca_topic_score_codex":0.012031104,"about_ca_topic_score_gemma":0.0117077995,"teacher_disagreement_score":0.107102856,"about_ca_system_score_codex":0.00023346432,"about_ca_system_score_gemma":0.00067846826,"threshold_uncertainty_score":0.99989986},"labels":[],"label_agreement":null}]}