{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"6365eda54d54","filters":{"venue":"Revue archéologique de Narbonnaise"}},"results":[{"id":"W4287947666","doi":"10.3406/ran.2019.1986","title":"Nouvelles inscriptions de la nécropole de la Robine à Narbonne","year":2019,"lang":"en","type":"article","venue":"Revue archéologique de Narbonnaise","topic":"Archaeological and Historical Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Freedman; Quarter (Canadian coin); Homogeneous; Hierarchy; Ancient history; Art; History; Humanities; Archaeology","authors":[{"name":"Maria-Luisa Bonsangue","is_ca":false},{"name":"Valérie Bel","is_ca":false},{"name":"Maxime Guillaume","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01354337825388865,"gpt":0.2248542357871425,"spread":0.2113108575332539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000259774,0.0002716538,0.0001154654,0.0004703956,0.002865906,0.0006801679,0.0001938992,0.0003836789,0.01273651],"category_scores_gemma":[0.0006991572,0.0001651398,0.00009143259,0.0003709921,0.001667293,0.0005171497,0.0009476673,0.000785432,0.001144404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009250878,"about_ca_system_score_gemma":0.0004761694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01607951,"about_ca_topic_score_gemma":0.1326232,"domain_scores_codex":[0.999816,0.000067832,0.000004815336,0.00003851503,0.00004146017,0.00003144021],"domain_scores_gemma":[0.9998061,0.00006639266,0.00004639519,0.00002447584,0.00001809889,0.00003857721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005228821,0.00007744203,0.02699726,0.0008366836,0.00003411922,0.01896052,0.6160444,0.0003006941,0.06199217,0.08972072,0.02540808,0.1591049],"study_design_scores_gemma":[0.000005576141,0.00006800396,0.08708238,0.0003851717,0.000007718497,0.00549787,0.07048284,0.00007106143,0.002391616,0.0005862909,0.8333952,0.00002616119],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7214401,0.002055777,0.001488724,0.0007939613,0.0002195967,0.00004674775,0.000333959,0.00005893935,0.2735624],"genre_scores_gemma":[0.8829826,0.0008827777,0.001581757,0.0001277009,0.00004721578,0.00002587989,0.0001402778,0.00004542062,0.1141663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01607951,"threshold_uncertainty_score":0.04260784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978736454","doi":"10.3406/ran.2002.1101","title":"Saint-Pierre 2 (Eyguières, Bouches-du-Rhône) : un vicus des Ier-IIe s. ap. J.-C. ?","year":2002,"lang":"en","type":"article","venue":"Revue archéologique de Narbonnaise","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dozen; Quarter (Canadian coin); Settlement (finance); Archaeology; Sewerage; Geography; Humanities; Art; Engineering; Mathematics; Computer science; Environmental engineering; Arithmetic","authors":[{"name":"Michel Poguet","is_ca":false},{"name":"Jean‐Pierre Pelletier","is_ca":false},{"name":"Yves Marcadal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04959323021929301,"gpt":0.1965738966065184,"spread":0.1469806663872254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003870529,0.0009416367,0.0004449284,0.0007103659,0.003177042,0.002237203,0.0005625193,0.001701003,0.04443459],"category_scores_gemma":[0.0007532261,0.0004582397,0.0004388334,0.0006309418,0.001285665,0.0009777742,0.001751643,0.002118399,0.009336429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002706785,"about_ca_system_score_gemma":0.00204137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08613256,"about_ca_topic_score_gemma":0.1710574,"domain_scores_codex":[0.9995992,0.0001160363,0.00001152471,0.0001031965,0.00007344478,0.00009661807],"domain_scores_gemma":[0.9998239,0.00003432783,0.0000371189,0.00001551096,0.00002887918,0.0000604471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002400763,0.0002882647,0.04438753,0.002089632,0.0002670766,0.03963302,0.05163769,0.002185102,0.03285629,0.158413,0.1675975,0.498244],"study_design_scores_gemma":[0.00003720642,0.0001608747,0.05410336,0.0002398087,0.00001397812,0.005330806,0.004721839,0.0002807771,0.001984899,0.002072627,0.9310139,0.00003990851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3768857,0.04831984,0.005314232,0.02545842,0.002711246,0.0003113198,0.00140135,0.001094421,0.5385035],"genre_scores_gemma":[0.3888587,0.006146283,0.003733431,0.002125281,0.0003610477,0.00008196259,0.0003164564,0.0002863929,0.5980904],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08613256,"threshold_uncertainty_score":0.1712624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386299766","doi":"10.3406/ran.2020.2012","title":"Nouvelles inscriptions funéraires retrouvées à Lattes. La fouille préventive de Castelle et Fromigue : l’apport des inscriptions mises au jour","year":2020,"lang":"en","type":"article","venue":"Revue archéologique de Narbonnaise","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Art; Humanities; History; Archaeology","authors":[{"name":"Michel Christol","is_ca":false},{"name":"Cécile Jung","is_ca":false},{"name":"Valérie Bel","is_ca":false},{"name":"Marilyne Bovagne","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07691320926903997,"gpt":0.2486047163322362,"spread":0.1716915070631962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006554648,0.0005056855,0.0001891669,0.001542506,0.006232015,0.002084102,0.00044269,0.0009062717,0.01419053],"category_scores_gemma":[0.002320207,0.0003044559,0.0001859204,0.001631738,0.002752281,0.0009076003,0.001510621,0.001564198,0.001788935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001636585,"about_ca_system_score_gemma":0.002326114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02876106,"about_ca_topic_score_gemma":0.1235437,"domain_scores_codex":[0.9993234,0.0002419754,0.0000240555,0.00008614737,0.0002047754,0.0001196624],"domain_scores_gemma":[0.9991171,0.0002950727,0.0001801825,0.00008286635,0.0002120151,0.0001127682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004199695,0.00007424105,0.0156062,0.001140548,0.0000229658,0.005015947,0.4838418,0.0002291395,0.01104198,0.1124093,0.06262416,0.3075738],"study_design_scores_gemma":[0.000005630616,0.00003383277,0.02709544,0.0003386901,0.000007248786,0.001811194,0.03774384,0.00004983393,0.001197392,0.0007739198,0.9309158,0.00002706211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4982879,0.02034894,0.004288077,0.006839799,0.002589752,0.0001410522,0.001296781,0.0001691879,0.4660384],"genre_scores_gemma":[0.7178369,0.003900891,0.002226044,0.0006319533,0.0003365368,0.000113315,0.0004733256,0.0001285562,0.2743524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02876106,"threshold_uncertainty_score":0.05718732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386299755","doi":"10.3406/ran.2020.2007","title":"Un nouveau sanctuaire chez les Voconces ? Le site de La Condamine à Pontaix (Drôme)","year":2020,"lang":"en","type":"article","venue":"Revue archéologique de Narbonnaise","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cargill (Canada); Musée de la Civilisation","funders":"","keywords":"Archaeology; Hearth; Excavation; Geography; Geology; Art","authors":[{"name":"Yannick Teyssonneyre","is_ca":false},{"name":"Emmanuelle Dumas","is_ca":false},{"name":"Jacques Planchon","is_ca":false},{"name":"Tassadite Favrie","is_ca":false},{"name":"Jacques‐Léopold Brochier","is_ca":true},{"name":"Benjamin Clément","is_ca":true},{"name":"Janick Roussel-Ode","is_ca":true},{"name":"Julien Couchet","is_ca":true},{"name":"Julien Carles","is_ca":true},{"name":"Marie Gagnol","is_ca":true},{"name":"Frédéric Trautmann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02043836880776575,"gpt":0.2124144545297578,"spread":0.191976085721992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002372457,0.0002857584,0.0002243565,0.000326181,0.003611537,0.001651156,0.0005398209,0.001098364,0.0101716],"category_scores_gemma":[0.001106545,0.0002238624,0.0001399405,0.0004914691,0.001443891,0.0009266598,0.0007234953,0.001122641,0.0006840638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949187,"about_ca_system_score_gemma":0.001430443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1471505,"about_ca_topic_score_gemma":0.3165663,"domain_scores_codex":[0.999723,0.00006442384,0.000005941092,0.00007923527,0.00005228957,0.00007504821],"domain_scores_gemma":[0.9997157,0.00006823523,0.00005118768,0.00002023965,0.00003485018,0.0001097211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007271763,0.0004558958,0.305813,0.0006458394,0.00008936343,0.04347416,0.1085156,0.001870417,0.01157076,0.1037201,0.03488086,0.3882369],"study_design_scores_gemma":[0.00003964319,0.0003531128,0.4345769,0.0003689874,0.00002151872,0.01617928,0.05731958,0.0007101346,0.001210067,0.002151882,0.4869798,0.00008907029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537385,0.002837284,0.001448836,0.00293082,0.0003558836,0.00003772484,0.0002604005,0.0000682078,0.0383223],"genre_scores_gemma":[0.9709595,0.0008984416,0.001241962,0.0002444915,0.0001232065,0.0000259202,0.0001044463,0.00002192798,0.02638005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1471505,"threshold_uncertainty_score":0.292588,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}