{"meta":{"query_hash":"f6c4eb25dc79","filters":{"venue":"Lapurdum"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/f6c4eb25dc79","api":"https://metacan.xera.ac/api/v1/cohort?venue=Lapurdum"},"results":[{"id":"W1652078624","doi":"10.4000/lapurdum.1049","title":"Écriture pour enfants traduction et réécriture dans Bambulo de Bernardo Atxaga « ternuako penak » « amigos que cuentan » (« les peines de Terre-Neuve » « des amis qui comptent/content »)","year":2002,"lang":"fr","type":"article","venue":"Lapurdum","topic":"Translation Studies and Practices","field":"Arts and Humanities","cited_by":0,"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":"Art; Humanities","score_opus":0.09295841223833906,"score_gpt":0.28295590124385994,"score_spread":0.18999748900552088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1652078624","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":[0.68123347,0.08753885,0.0010743872,0.08057429,0.0040456643,0.00096572726,0.001362913,0.00039369173,0.142811],"genre_scores_gemma":[0.8990077,0.022843186,0.0008883523,0.0015735163,0.0028656742,0.000058484304,0.00007638792,0.00010920775,0.0725775],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967564,0.00051922107,0.0006691884,0.00062673655,0.0004407158,0.0009877378],"domain_scores_gemma":[0.9984874,0.00028968925,0.00033960963,0.0003913212,0.00019264365,0.00029930452],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003668216,0.00066315307,0.00060214504,0.00013500861,0.0015919971,0.0007297809,0.00035958865,0.00032065532,0.005361593],"category_scores_gemma":[0.000046158282,0.0006133574,0.00042529654,0.000093980445,0.0006938901,0.0011119368,0.00007326455,0.00087323785,0.00020873017],"study_design_candidate":"not_applicable","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":[0.0005774076,0.003147515,0.17269288,0.0017862715,0.0020726263,0.0006425468,0.47430095,0.00042758445,0.005223028,0.07631506,0.10683265,0.15598147],"study_design_scores_gemma":[0.0013233464,0.00025276528,0.023653716,0.00055458595,0.0005409934,0.00037983284,0.07009858,0.00066915026,0.00034921168,0.0011920801,0.9002381,0.00074765924],"about_ca_topic_score_codex":0.021424077,"about_ca_topic_score_gemma":0.04892732,"teacher_disagreement_score":0.7934054,"about_ca_system_score_codex":0.00028159225,"about_ca_system_score_gemma":0.00006188023,"threshold_uncertainty_score":0.9997078},"labels":[],"label_agreement":null},{"id":"W1973050977","doi":"10.4000/lapurdum.981","title":"Aménagement linguistique et vitalité des communautés francophone et anglophone du Québec","year":2002,"lang":"fr","type":"article","venue":"Lapurdum","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Gouvernement du Québec; National Capital Commission; Francophone University Association; Université du Québec à Montréal","funders":"","keywords":"French; Humanities; Political science; Art","score_opus":0.019083396841869417,"score_gpt":0.2511064350380804,"score_spread":0.23202303819621098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973050977","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.102843866,0.1580328,0.00033334715,0.10668541,0.012050737,0.00056182017,0.00022203017,0.00027184898,0.6189981],"genre_scores_gemma":[0.6645407,0.018876059,0.0010749352,0.008175257,0.0012928437,0.000038478523,0.000015125412,0.00005958313,0.305927],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784416,0.00051361177,0.00034727447,0.00032482625,0.00039475094,0.0005753892],"domain_scores_gemma":[0.9987869,0.00017462777,0.00013664475,0.0004147047,0.00012698896,0.00036009296],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007710671,0.00021644545,0.00031643957,0.00022280426,0.0013065931,0.00043070168,0.00044014907,0.00022820274,0.021704273],"category_scores_gemma":[0.00034914067,0.00030794012,0.00019869648,0.00084413384,0.0020882445,0.0002897015,0.00012516713,0.0004448917,0.005500624],"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":[0.000018407938,0.00074308494,0.0017626983,0.00024519494,0.0001366068,0.00035551866,0.17521563,0.00010606165,0.00008699831,0.11228121,0.66413283,0.044915773],"study_design_scores_gemma":[0.00036312907,0.00008438072,0.0047471146,0.00015747132,0.000035689205,0.0000073859874,0.0024781413,0.00014299933,0.0000068399377,0.0013510569,0.9902821,0.0003436934],"about_ca_topic_score_codex":0.97904915,"about_ca_topic_score_gemma":0.9974324,"teacher_disagreement_score":0.5616968,"about_ca_system_score_codex":0.0017771785,"about_ca_system_score_gemma":0.00078789255,"threshold_uncertainty_score":0.99999356},"labels":[],"label_agreement":null},{"id":"W2013697902","doi":"10.4000/lapurdum.439","title":"La consolidation des Fors de la Province de Guipuzcoa (Pays Basque, XVe-XVIIe siècles)","year":2006,"lang":"fr","type":"article","venue":"Lapurdum","topic":"Basque language and culture studies","field":"Social 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":"Privy Council Office","funders":"","keywords":"Humanities; Art","score_opus":0.009508026412288848,"score_gpt":0.2840605006316291,"score_spread":0.2745524742193402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013697902","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":[0.32358798,0.024048937,0.0018828576,0.0075643277,0.0005591636,0.00047673855,0.0000593454,0.00024496717,0.6415757],"genre_scores_gemma":[0.9445925,0.0012590823,0.003032423,0.000650051,0.0014633783,0.000047556117,0.000015799298,0.000032903987,0.048906334],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737597,0.00095820747,0.0002785129,0.000322659,0.00029306844,0.0007715878],"domain_scores_gemma":[0.99899596,0.00041000347,0.00014519297,0.00019413955,0.00011420931,0.00014047847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012096936,0.00024789287,0.000264624,0.000038948045,0.0007986857,0.00019013125,0.0002848933,0.00039470397,0.00042773018],"category_scores_gemma":[0.00031744014,0.00023707675,0.00014334121,0.00035192913,0.0018853657,0.0003308303,0.0000834924,0.00031920246,0.00014692519],"study_design_candidate":"not_applicable","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":[0.000038411643,0.00049811916,0.026266463,0.00029274085,0.000125225,0.00040436405,0.04492349,0.00012361996,0.0018137092,0.7713356,0.08962812,0.064550124],"study_design_scores_gemma":[0.00044768068,0.000061020124,0.014081726,0.00019754726,0.0001440104,0.00004445032,0.011794387,0.00008013313,0.0013881704,0.03967416,0.93169725,0.00038946967],"about_ca_topic_score_codex":0.018731916,"about_ca_topic_score_gemma":0.04506687,"teacher_disagreement_score":0.84206915,"about_ca_system_score_codex":0.00040435136,"about_ca_system_score_gemma":0.0003759789,"threshold_uncertainty_score":0.98780245},"labels":[],"label_agreement":null},{"id":"W2266623466","doi":"10.4000/lapurdum.2393","title":"Hizkeren arteko aldakortasun sintaktikoa aztertzeko metodologiaren nondik norakoak : BASYQUE aplikazioa","year":2012,"lang":"eu","type":"article","venue":"Lapurdum","topic":"Natural Language Processing Techniques","field":"Computer Science","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 Nautical Research Society","funders":"","keywords":"Sociology","score_opus":0.02803016633507035,"score_gpt":0.28657350055247527,"score_spread":0.25854333421740494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266623466","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009193155,0.053214967,0.89231074,0.008592558,0.010685056,0.0019162775,0.00021200092,0.0050501735,0.018825071],"genre_scores_gemma":[0.53570646,0.00015305523,0.45438293,0.002721636,0.0015720591,0.000083335435,0.00006587682,0.0001164347,0.005198213],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99386954,0.0005277524,0.0009680976,0.0013256591,0.0010571721,0.0022518046],"domain_scores_gemma":[0.9955895,0.00034624012,0.0006403616,0.0022971444,0.0003393037,0.0007874709],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016228067,0.000981287,0.0010042571,0.00049008126,0.00044890784,0.00077919685,0.00332243,0.00082032074,0.0011131171],"category_scores_gemma":[0.0004596694,0.0008771426,0.00040602958,0.0013628085,0.00032345738,0.002371971,0.0017795927,0.0013944051,0.0017191016],"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":[0.00029021475,0.0027954646,0.025813835,0.0012610694,0.0010034256,0.0009054051,0.013331327,0.00007751946,0.016271025,0.18682043,0.2513414,0.5000889],"study_design_scores_gemma":[0.0052197473,0.0025339725,0.009386026,0.0034085386,0.0016454625,0.002509706,0.0008559923,0.051170114,0.22937097,0.08571693,0.59379935,0.014383175],"about_ca_topic_score_codex":0.0005722164,"about_ca_topic_score_gemma":0.00011264343,"teacher_disagreement_score":0.5265133,"about_ca_system_score_codex":0.00036906835,"about_ca_system_score_gemma":0.00028185948,"threshold_uncertainty_score":0.9998},"labels":[],"label_agreement":null},{"id":"W4229735796","doi":"10.4000/lapurdum.2528","title":"Othoi çato etchera","year":2015,"lang":"fr","type":"paratext","venue":"Lapurdum","topic":"Basque language and culture studies","field":"Social Sciences","cited_by":0,"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":"Computer science","score_opus":0.05075276599735642,"score_gpt":0.34788476605373697,"score_spread":0.2971320000563806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229735796","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014420276,0.092067055,0.000021825914,0.008332889,0.008827771,0.00037241506,0.00012215583,0.00008833476,0.8887255],"genre_scores_gemma":[0.013383567,0.004005775,0.00029142786,0.0022683647,0.009487241,0.000068264926,0.00010352924,0.000058981925,0.97033286],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99672234,0.0004865874,0.000407493,0.0006412029,0.00080782163,0.0009345622],"domain_scores_gemma":[0.9983953,0.00009293967,0.00026311135,0.00043971965,0.0004183932,0.00039048961],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006009921,0.00054173433,0.0007995388,0.00004949709,0.00066040416,0.00015708116,0.00067202287,0.0009189664,0.028270464],"category_scores_gemma":[0.00016991067,0.0004696003,0.0003074753,0.00062083965,0.00081315654,0.00019554551,0.00020567258,0.00078840944,0.061121084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001227825,0.00008421176,0.00006775213,0.000082311344,0.00020654424,0.000059798327,0.0842534,0.000004187492,0.0000215475,0.020250421,0.8836715,0.011286021],"study_design_scores_gemma":[0.00027656142,0.000075260796,0.000039715727,0.00017609558,0.00015330163,0.000005047817,0.027269654,0.0000032355313,0.000023964722,0.0016670246,0.96972114,0.0005889868],"about_ca_topic_score_codex":0.005397786,"about_ca_topic_score_gemma":0.008869739,"teacher_disagreement_score":0.08806128,"about_ca_system_score_codex":0.00031360006,"about_ca_system_score_gemma":0.000507265,"threshold_uncertainty_score":0.9997756},"labels":[],"label_agreement":null},{"id":"W4237081561","doi":"10.4000/lapurdum.296","title":"Aitamaginarrebak","year":2006,"lang":"it","type":"article","venue":"Lapurdum","topic":"Case Reports on Hematomas","field":"Medicine","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 Nautical Research Society","funders":"","keywords":"Computer science","score_opus":0.00912012141863195,"score_gpt":0.2546753380397615,"score_spread":0.24555521662112956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237081561","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":[0.4064067,0.0125227645,0.00021530996,0.011841265,0.002877904,0.0010352685,0.000049351514,0.0005342173,0.5645172],"genre_scores_gemma":[0.861734,0.000094055504,0.00037787663,0.00045836854,0.0024236431,0.000017527564,0.0000753114,0.00009149108,0.13472776],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99726284,0.00004730504,0.0007011512,0.00056842266,0.00066391745,0.0007563522],"domain_scores_gemma":[0.99820673,0.00008227952,0.00023776239,0.0009964592,0.00018337468,0.00029336114],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031440484,0.00037547815,0.00062615314,0.00018837649,0.00011016161,0.000068104695,0.000125414,0.00025181533,0.0064715208],"category_scores_gemma":[0.0001091017,0.00036642823,0.00027919599,0.00040790296,0.00018240971,0.0001155123,0.00010310301,0.0004267642,0.004721143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026405783,0.0022808756,0.13603543,0.0011886199,0.00038106422,0.04528567,0.0004450419,0.000030294272,0.023927895,0.058176838,0.72261864,0.009365545],"study_design_scores_gemma":[0.0020381438,0.00024389764,0.039129596,0.00061581517,0.00055543386,0.005550299,0.0002195315,0.00045718995,0.008466743,0.0018634903,0.94026613,0.0005937129],"about_ca_topic_score_codex":0.0010643626,"about_ca_topic_score_gemma":0.00007635716,"teacher_disagreement_score":0.45532727,"about_ca_system_score_codex":0.00021634354,"about_ca_system_score_gemma":0.00035874435,"threshold_uncertainty_score":0.99987876},"labels":[],"label_agreement":null},{"id":"W4250916413","doi":"10.4000/lapurdum.1637","title":"Préface","year":2008,"lang":"fr","type":"article","venue":"Lapurdum","topic":"French Urban and Social Studies","field":"Social 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":"Library and Archives Canada","funders":"","keywords":"Face (sociological concept); Philosophy; Linguistics","score_opus":0.06930421322463459,"score_gpt":0.2619336792398526,"score_spread":0.19262946601521802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250916413","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028686885,0.13944502,0.00006675433,0.020629926,0.007376821,0.00017061303,0.000013328391,0.000108383436,0.80350226],"genre_scores_gemma":[0.29288065,0.017743425,0.00031935112,0.0007274922,0.0024210545,0.000009019102,0.000001428371,0.0000132294335,0.68588436],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998619,0.00013386579,0.00016065825,0.0002094695,0.00035971665,0.00051726063],"domain_scores_gemma":[0.9994932,0.00008466987,0.00005956732,0.000124987,0.00007189392,0.00016567096],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016330053,0.00013776812,0.00021651918,0.00001970882,0.0011717617,0.000020249729,0.00019446023,0.00017199299,0.0030230647],"category_scores_gemma":[0.000113483846,0.00014789401,0.000131418,0.00040307775,0.0016558878,0.00015495939,0.000059552527,0.0001772813,0.0029813515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002685527,0.00010208844,0.0018401335,0.000013488548,0.000048873582,0.000064617474,0.053807553,0.0000030975837,0.00000513117,0.3855825,0.5499266,0.008603228],"study_design_scores_gemma":[0.00014149536,0.000038874565,0.0029215997,0.00002055503,0.000017883087,0.0000039280562,0.0016565843,0.0000132861915,0.000014128745,0.0054448084,0.98954505,0.00018178642],"about_ca_topic_score_codex":0.011506578,"about_ca_topic_score_gemma":0.0025334246,"teacher_disagreement_score":0.43961847,"about_ca_system_score_codex":0.000249205,"about_ca_system_score_gemma":0.00014357793,"threshold_uncertainty_score":0.9978883},"labels":[],"label_agreement":null}]}