{"meta":{"query_hash":"5198604e3d23","filters":{"venue":"Archéologies numériques"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/5198604e3d23","api":"https://metacan.xera.ac/api/v1/cohort?venue=Arch%C3%A9ologies+num%C3%A9riques"},"results":[{"id":"W2894625808","doi":"10.21494/iste.op.2018.0297","title":"Artefacts : nature, structure et usages","year":2018,"lang":"fr","type":"article","venue":"Archéologies numériques","topic":"Archaeological and Historical Studies","field":"Arts and Humanities","cited_by":20,"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":"Computer science","score_opus":0.0476069762953541,"score_gpt":0.2953239080542182,"score_spread":0.2477169317588641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894625808","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":[0.16842416,0.10279372,0.00025228938,0.11735699,0.010387157,0.00052468025,0.0007371738,0.0009272477,0.5985966],"genre_scores_gemma":[0.9303478,0.007960905,0.0010416246,0.00324621,0.0040549394,0.000018311854,0.000028492073,0.000034223136,0.053267505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99744576,0.00031427524,0.00041367245,0.0006176144,0.00031743856,0.0008912318],"domain_scores_gemma":[0.9983193,0.00064774463,0.00016600455,0.00038030147,0.00032504403,0.00016158789],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00021707118,0.0004867361,0.0005603264,0.000103325074,0.001447446,0.0001985493,0.0005583386,0.00048637006,0.006116145],"category_scores_gemma":[0.0005513822,0.0003530338,0.00020532102,0.00009206508,0.007999425,0.0004599029,0.00085983856,0.0011471169,0.0004755778],"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":[0.000079377045,0.00011153129,0.00153947,0.00008649458,0.00014413557,0.000054528406,0.032724712,0.0000010583137,0.000030819407,0.81755,0.12632242,0.021355473],"study_design_scores_gemma":[0.00012773921,0.0009697949,0.0038441373,0.00006995195,0.000019690546,0.00001168573,0.0048071733,0.000007178764,0.00042771868,0.2552037,0.734145,0.0003662482],"about_ca_topic_score_codex":0.0014564908,"about_ca_topic_score_gemma":0.011997887,"teacher_disagreement_score":0.7619236,"about_ca_system_score_codex":0.00012789479,"about_ca_system_score_gemma":0.000058280966,"threshold_uncertainty_score":0.9998922},"labels":[],"label_agreement":null},{"id":"W3035717810","doi":"10.21494/iste.op.2020.0521","title":"Typologie d’après LiDAR des structures agraires et parcellaires fossilisées sous couvert forestier en Lorraine","year":2020,"lang":"fr","type":"article","venue":"Archéologies numériques","topic":"Aeolian processes and effects","field":"Earth and Planetary 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":"Canadian Heritage","funders":"","keywords":"Humanities; Art; Geography","score_opus":0.07565835004023415,"score_gpt":0.2608780756217302,"score_spread":0.18521972558149608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035717810","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":[0.8164926,0.105758324,0.0027060832,0.05582207,0.0017929649,0.00080725644,0.0006435617,0.0009894697,0.01498764],"genre_scores_gemma":[0.962708,0.025032789,0.0072523374,0.002734795,0.00085498433,0.000012778026,0.00015388755,0.000036829577,0.0012135858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958608,0.00076789357,0.00058010657,0.0009452601,0.0004612506,0.0013846812],"domain_scores_gemma":[0.99671423,0.0019376177,0.00023777866,0.00042574198,0.00014400529,0.0005406439],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040678683,0.000727054,0.0007748668,0.000110440786,0.0005286049,0.0003929627,0.0011291871,0.0005046822,0.0018273257],"category_scores_gemma":[0.0023488041,0.000573063,0.00027290653,0.00042462177,0.0025479158,0.0009015779,0.0003286236,0.00076615694,0.00033657686],"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":[0.0009609705,0.000099378856,0.554625,0.0023490817,0.00035981776,0.0012229639,0.03681827,0.017739447,0.00014763013,0.0068198917,0.13501272,0.24384485],"study_design_scores_gemma":[0.0011284753,0.0061824974,0.42135513,0.0005020968,0.00013935527,0.00030363924,0.026741235,0.027190601,0.0028098256,0.24677537,0.26474676,0.002125009],"about_ca_topic_score_codex":0.006053481,"about_ca_topic_score_gemma":0.009629045,"teacher_disagreement_score":0.24171984,"about_ca_system_score_codex":0.000030425594,"about_ca_system_score_gemma":0.0003954891,"threshold_uncertainty_score":0.99967206},"labels":[],"label_agreement":null}]}