{"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":"b8bc09e871c9","filters":{"venue":"Langues & Parole"}},"results":[{"id":"W4327511983","doi":"10.5565/rev/languesparole.32","title":"interjection","year":2016,"lang":"fr","type":"article","venue":"Langues & Parole","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Sophie Piron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02117037651901568,"gpt":0.2601891150744688,"spread":0.2390187385554531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009204448,0.0001271702,0.0001567435,0.00006118065,0.0001744121,0.0001336913,0.00009767523,0.00005650966,0.01316192],"category_scores_gemma":[0.0000513677,0.00008254098,0.0001419911,0.00002257426,0.0002068374,0.0001063012,0.0000371705,0.00003881933,0.002940482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004645659,"about_ca_system_score_gemma":0.00002119241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005120529,"about_ca_topic_score_gemma":0.002614222,"domain_scores_codex":[0.9992405,0.00003539986,0.0001758897,0.0001821388,0.0001177933,0.0002483326],"domain_scores_gemma":[0.9995103,0.00005465233,0.00006838726,0.0002011145,0.00009216059,0.00007341103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001484681,0.000120107,0.001226039,0.00002549668,0.0001613833,0.00002505692,0.002747571,0.000001295618,0.000210607,0.8899115,0.08029099,0.02526509],"study_design_scores_gemma":[0.0001892621,0.00006135075,0.0001962193,0.0001377847,0.0001582486,0.000002251928,0.0008863467,0.00004908647,0.0004131663,0.00805352,0.9896948,0.0001579586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03774545,0.01461024,0.0003401172,0.01044466,0.004546425,0.00007312494,0.0002327971,0.00009543676,0.9319118],"genre_scores_gemma":[0.5657763,0.0005168245,0.00002095492,0.0002572289,0.006819719,0.000004516949,0.00001117127,0.00001411806,0.4265792],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9094038,"threshold_uncertainty_score":0.9978358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4327511993","doi":"10.5565/rev/languesparole.30","title":"réduplication à valeur d'insistance dans une grammaire accueillant la langue des conversations familières","year":2016,"lang":"fr","type":"article","venue":"Langues & Parole","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Gaétane Dostie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02122842332594464,"gpt":0.2580756602707173,"spread":0.2368472369447726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001692832,0.000245159,0.0002771495,0.00008253917,0.0004977173,0.0001982534,0.0002381962,0.0001077726,0.001046008],"category_scores_gemma":[0.0001228059,0.0001789258,0.0001808353,0.00009586878,0.0008033388,0.0001764058,0.00005516218,0.000073882,0.0006371454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008531509,"about_ca_system_score_gemma":0.00005975156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02129946,"about_ca_topic_score_gemma":0.02449452,"domain_scores_codex":[0.9986087,0.0001079199,0.0003216272,0.0003504631,0.00022401,0.0003872678],"domain_scores_gemma":[0.9987951,0.0002292946,0.0001600816,0.0004580399,0.0002199598,0.0001375182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000022086,0.0002244968,0.01111389,0.0001019648,0.0002669255,0.00005367256,0.01741634,0.00001975302,0.001486599,0.9360836,0.02425067,0.008960007],"study_design_scores_gemma":[0.0004745331,0.00005314396,0.01158821,0.0002633158,0.0003794052,0.000006351368,0.007754906,0.0002350413,0.0007246314,0.02023585,0.957891,0.000393622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.274934,0.01680386,0.00284181,0.01171001,0.00133905,0.0003342349,0.002440891,0.0002966486,0.6892995],"genre_scores_gemma":[0.8846406,0.001907762,0.0001690739,0.0001891792,0.001927868,0.00003142948,0.0001744079,0.00003569935,0.110924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9336403,"threshold_uncertainty_score":0.9998672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3044292387","doi":"10.5565/rev/languesparole.42","title":"Passer un double bac, pour quoi faire?","year":2017,"lang":"fr","type":"article","venue":"Langues & Parole","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Francophone University Association","funders":"","keywords":"Humanities; Political science; Catalan; Art","authors":[{"name":"Marisol Arbués Castán","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04006176418321962,"gpt":0.3509433431446149,"spread":0.3108815789613953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001620822,0.0003168963,0.0004324398,0.00005566333,0.001497619,0.0005452484,0.001323961,0.0004120079,0.006977686],"category_scores_gemma":[0.0006718561,0.0003168401,0.0002285057,0.0001615154,0.0007735427,0.0006099432,0.0002703475,0.0004150486,0.00424408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000137381,"about_ca_system_score_gemma":0.0001879433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04898556,"about_ca_topic_score_gemma":0.009359982,"domain_scores_codex":[0.9968892,0.0007232281,0.0003097621,0.0005552616,0.0005518483,0.000970726],"domain_scores_gemma":[0.9976662,0.0002811768,0.0004079576,0.001195035,0.0001175993,0.0003320361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008686379,0.0005150583,0.1462343,0.0001539419,0.0003427554,0.0006364315,0.04781554,0.00007856994,0.0042134,0.1214401,0.1090544,0.5694286],"study_design_scores_gemma":[0.0009645827,0.00005993436,0.04324527,0.0001444775,0.0001111923,0.000009044638,0.002828173,0.0001708334,0.003540809,0.008284793,0.9401122,0.0005286888],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3667799,0.02767713,0.000633307,0.04612697,0.006510097,0.000377982,0.00002604665,0.0003130159,0.5515556],"genre_scores_gemma":[0.5132491,0.0003009824,0.01681367,0.0006083286,0.003455919,0.00002852126,0.00001487508,0.00005427043,0.4654743],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8310578,"threshold_uncertainty_score":0.9999284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4327512206","doi":"10.5565/rev/languesparole.66","title":"Locuciones españoles con nombre de instrumento musical","year":2020,"lang":"es","type":"article","venue":"Langues & Parole","topic":"Spanish Linguistics and Language Studies","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":"Continental (Canada)","funders":"","keywords":"Humanities; Art","authors":[{"name":"Mario García-Page Sánchez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02245543498000736,"gpt":0.2434473128987036,"spread":0.2209918779186962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009855895,0.0003297085,0.0004449626,0.00004395535,0.0004016388,0.000587171,0.0002621181,0.0001061314,0.001900705],"category_scores_gemma":[0.0002088702,0.0002904951,0.000166554,0.00004352769,0.0002811396,0.00006759408,0.0002021693,0.000194188,0.0004336097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003327993,"about_ca_system_score_gemma":0.00005206131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001419618,"about_ca_topic_score_gemma":0.0005598631,"domain_scores_codex":[0.9984521,0.00006791618,0.0003220185,0.0004005005,0.0002509014,0.0005065481],"domain_scores_gemma":[0.999216,0.00008694571,0.000125594,0.0002250736,0.0001182585,0.000228131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002336979,0.0003946391,0.01681506,0.0007009962,0.0007186269,0.0004806208,0.2688673,0.00002334324,0.001412004,0.6163833,0.08556036,0.008410098],"study_design_scores_gemma":[0.0005277955,0.0002520076,0.002479423,0.0001270842,0.0001761,0.000003436102,0.02054994,0.0004522985,0.0003153764,0.000420423,0.9742839,0.0004121548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8558143,0.01040165,0.00004189423,0.007512205,0.001018655,0.0003074363,0.0004344988,0.0003172923,0.124152],"genre_scores_gemma":[0.9860289,0.0003319728,0.0001238034,0.004637335,0.006578163,0.00001771033,0.00007401338,0.00005191423,0.002156153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8887236,"threshold_uncertainty_score":0.9999547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}