{"meta":{"query_hash":"ab064ee4baf9","filters":{"venue":"Science et changements planétaires / Sécheresse"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/ab064ee4baf9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Science+et+changements+plan%C3%A9taires+%2F+S%C3%A9cheresse"},"results":[{"id":"W1947498638","doi":"","title":"Grazing in arid North America: A biogeographical approach","year":2006,"lang":"fr","type":"article","venue":"Science et changements planétaires / Sécheresse","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":13,"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":"Rangeland; Livestock; Geography; Grazing; Agroforestry; Arid; Subsistence agriculture; Arable land; Pastoralism; Ecology; Forestry; Environmental science; Biology; Agriculture","score_opus":0.015189130677807172,"score_gpt":0.24133860047160985,"score_spread":0.22614946979380268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1947498638","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":[0.9287903,0.028085858,0.0019436887,0.001850753,0.00009884637,0.00009766348,0.001193757,0.000031327556,0.037907794],"genre_scores_gemma":[0.9663807,0.025625996,0.003700167,0.00031234886,0.00014021706,0.00009081803,0.0007034263,0.000008614298,0.0030376962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998523,0.00004589253,0.000014118602,0.000040168594,0.000022387147,0.000025126223],"domain_scores_gemma":[0.99981827,0.000037230297,0.000053661035,0.0000071710965,0.00005666211,0.00002717024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032389193,0.00024161972,0.00021942552,0.0037256072,0.0012121202,0.0012229885,0.00040243592,0.00029513123,0.0021956312],"category_scores_gemma":[0.0003617621,0.00013522505,0.00017197512,0.005747761,0.00094044325,0.0008925064,0.00081298803,0.00025079673,0.00015781262],"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":[0.00004573665,0.00012437385,0.8271003,0.0009215919,0.00013116893,0.0014061661,0.022115663,0.0009791862,0.0019096737,0.009995584,0.0037666934,0.13150392],"study_design_scores_gemma":[0.0000029563096,0.00004000423,0.9541563,0.00029538042,0.000037087597,0.0008816624,0.017669229,0.00060944684,0.000057226684,0.001172714,0.025068698,0.000009276117],"about_ca_topic_score_codex":0.07608981,"about_ca_topic_score_gemma":0.15748127,"teacher_disagreement_score":0.9239102,"about_ca_system_score_codex":0.0011386609,"about_ca_system_score_gemma":0.0006904349,"threshold_uncertainty_score":0.15129381},"labels":[],"label_agreement":null},{"id":"W2099605822","doi":"","title":"Arid and semiarid rangeland monitoring in North America","year":2006,"lang":"fr","type":"article","venue":"Science et changements planétaires / Sécheresse","topic":"Rangeland and Wildlife Management","field":"Environmental Science","cited_by":3,"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":"Rangeland; Environmental resource management; Geography; Arid; Standardization; Sustainability; Monitoring and evaluation; Environmental planning; Environmental science; Agroforestry; Ecology; Political science; Economic growth; Economics","score_opus":0.013931843593313486,"score_gpt":0.2486071660058736,"score_spread":0.23467532241256012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099605822","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":[0.9640012,0.0058648577,0.0018558442,0.00067526277,0.00003931005,0.00011175187,0.0038816447,0.00013173818,0.023438405],"genre_scores_gemma":[0.98119706,0.004754796,0.005762353,0.00032470643,0.000042431344,0.00014984369,0.0033169885,0.000013568599,0.004438124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99966264,0.000091414106,0.000026104924,0.000067049994,0.00011853411,0.000034271794],"domain_scores_gemma":[0.9990025,0.00011884452,0.00027565114,0.00004958369,0.00040901048,0.00014436731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005732179,0.00011445957,0.00013697769,0.0013797508,0.00056971214,0.00036825985,0.00032461065,0.00016911991,0.0009723498],"category_scores_gemma":[0.0009807089,0.00010440789,0.0000663548,0.002098113,0.000274355,0.00042528697,0.0004101039,0.00014604363,0.00010358757],"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":[0.00005938827,0.00006106445,0.8765259,0.00016852589,0.000056732115,0.00016394985,0.0010289708,0.00048735592,0.0017429077,0.00035279716,0.005683986,0.113668434],"study_design_scores_gemma":[0.0000024197966,0.000016394813,0.9935044,0.000024041268,0.0000074561153,0.000057757425,0.00040448547,0.00024685447,0.00014649348,0.00007434682,0.0055124583,0.0000029149683],"about_ca_topic_score_codex":0.32954448,"about_ca_topic_score_gemma":0.66512537,"teacher_disagreement_score":0.6704555,"about_ca_system_score_codex":0.001115223,"about_ca_system_score_gemma":0.0013272403,"threshold_uncertainty_score":0.65525264},"labels":[],"label_agreement":null},{"id":"W2134096795","doi":"","title":"Progrès importants des études sur l’évolution des dunes grâce à l’utilisation combinée des satellites civils et militaires : l’exemple du Tafilalet (Maroc)","year":2005,"lang":"fr","type":"article","venue":"Science et changements planétaires / Sécheresse","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","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 du Québec à Montréal","funders":"","keywords":"Humanities; Art; Physics","score_opus":0.0494058487573601,"score_gpt":0.27809793224872886,"score_spread":0.22869208349136877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134096795","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":[0.97607625,0.0008417785,0.0083741555,0.00019755356,0.000056390938,0.00004200157,0.0026222398,0.00032268817,0.01146697],"genre_scores_gemma":[0.9755701,0.0005720847,0.016095515,0.000033417542,0.000029419833,0.000047380036,0.0019616329,0.000112194175,0.0055781486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997278,0.000019330153,0.000013177546,0.00007405308,0.00012710081,0.000038511997],"domain_scores_gemma":[0.99934417,0.00021720219,0.000088811474,0.00007164898,0.0002276991,0.00005055723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003826788,0.00047818694,0.0002942249,0.0014102618,0.0006734116,0.0015607948,0.00023605837,0.00045557859,0.002671222],"category_scores_gemma":[0.0010674237,0.00024163541,0.00043634564,0.001878557,0.00030471524,0.0006481092,0.00040303986,0.0005792213,0.00044427658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009767017,0.00022029204,0.4520337,0.0013175017,0.0004834259,0.003644279,0.00826583,0.03797685,0.20002334,0.0026568694,0.003790927,0.28861025],"study_design_scores_gemma":[0.000029814391,0.0001755998,0.8808486,0.0001148442,0.00023123974,0.0008597074,0.0032344474,0.015495778,0.039329857,0.00059765595,0.05899089,0.00009161934],"about_ca_topic_score_codex":0.0446343,"about_ca_topic_score_gemma":0.10701572,"teacher_disagreement_score":0.0446343,"about_ca_system_score_codex":0.0006435592,"about_ca_system_score_gemma":0.00054664654,"threshold_uncertainty_score":0.08874905},"labels":[],"label_agreement":null}]}