{"meta":{"query_hash":"ba9ea3ca3a09","filters":{"venue":"Lien Social"},"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/ba9ea3ca3a09","api":"https://metacan.xera.ac/api/v1/cohort?venue=Lien+Social"},"results":[{"id":"W3203284185","doi":"10.3917/liso.1298.0005","title":"Se mettre au vert","year":2021,"lang":"fr","type":"article","venue":"Lien Social","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Geology; Environmental science","score_opus":0.06848126078342771,"score_gpt":0.30595469397502556,"score_spread":0.23747343319159786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203284185","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048006084,0.021294374,0.018034449,0.14898488,0.04480134,0.00035204357,0.0019606804,0.0031002224,0.71346587],"genre_scores_gemma":[0.13816445,0.0070916363,0.007238189,0.011597199,0.010099636,0.00037467128,0.0009909403,0.0011169639,0.82332635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928169,0.002688123,0.00028006124,0.000946336,0.002515077,0.0007534355],"domain_scores_gemma":[0.9947025,0.0017749203,0.0003924486,0.0005621237,0.0016355909,0.0009324268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037910196,0.0027897286,0.0023352536,0.003717051,0.01158353,0.01320263,0.0013459732,0.008181171,0.14881577],"category_scores_gemma":[0.012301579,0.00078615313,0.0028576346,0.0019111334,0.003770814,0.006658191,0.003705154,0.013946436,0.04308592],"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":[0.0007554167,0.00051084853,0.0054675774,0.00065833586,0.0002594658,0.0038555046,0.0077613886,0.0010942033,0.0075436234,0.46366107,0.31599668,0.19243594],"study_design_scores_gemma":[0.00007302843,0.00009195097,0.00478427,0.00023879467,0.000021667785,0.001032398,0.0023167608,0.00060461595,0.001280629,0.0091173565,0.98035276,0.00008572383],"about_ca_topic_score_codex":0.08261398,"about_ca_topic_score_gemma":0.059269547,"teacher_disagreement_score":0.14881577,"about_ca_system_score_codex":0.010167589,"about_ca_system_score_gemma":0.0069166627,"threshold_uncertainty_score":0.49783832},"labels":[],"label_agreement":null},{"id":"W4376270929","doi":"10.3917/liso.1339.0014","title":"Faut-il toujours être dans la légalité ?","year":2023,"lang":"fr","type":"article","venue":"Lien Social","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Political science","score_opus":0.10569873119672527,"score_gpt":0.4010789605495087,"score_spread":0.2953802293527834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376270929","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04419988,0.015242444,0.0015868056,0.81857103,0.0050622374,0.000010693351,0.00005246633,0.000032262866,0.1152421],"genre_scores_gemma":[0.88580006,0.0072844215,0.0013707825,0.053310882,0.003835519,0.00004012825,0.000041662843,0.000113361246,0.04820314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904523,0.0052378355,0.00018032115,0.00085335056,0.0014628618,0.0018132903],"domain_scores_gemma":[0.9874872,0.0058913524,0.0009853586,0.0005961076,0.0024623855,0.0025774857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012877093,0.00030943417,0.0006721879,0.000982797,0.012712644,0.016046567,0.0014032446,0.007495671,0.012248311],"category_scores_gemma":[0.02534629,0.00022157456,0.00038884376,0.0014387121,0.03245901,0.017125256,0.0038918215,0.013435889,0.0013614317],"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":[0.000040439056,0.000068917725,0.0029305748,0.00007171792,0.000016314629,0.00022587771,0.03879559,0.000041136173,0.00015851279,0.90767246,0.028428132,0.02155025],"study_design_scores_gemma":[0.000026217065,0.000051074112,0.004066174,0.0009945866,0.000023463135,0.00059563393,0.17714463,0.00022015053,0.00032997556,0.29918203,0.51729125,0.00007482827],"about_ca_topic_score_codex":0.036386386,"about_ca_topic_score_gemma":0.038915675,"teacher_disagreement_score":0.036386386,"about_ca_system_score_codex":0.008191659,"about_ca_system_score_gemma":0.010866926,"threshold_uncertainty_score":0.07234913},"labels":[],"label_agreement":null},{"id":"W4388419456","doi":"10.3917/liso.1348.0014","title":"Accès aux droits : quels enjeux ?","year":2023,"lang":"fr","type":"article","venue":"Lien Social","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Labour, Employment and Social Solidarity","funders":"","keywords":"Political science","score_opus":0.06963304981747248,"score_gpt":0.3739757109872684,"score_spread":0.3043426611697959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388419456","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020701649,0.022578098,0.006901741,0.5365075,0.010612602,0.00002539759,0.000342426,0.00022432487,0.40210626],"genre_scores_gemma":[0.7310785,0.019825112,0.0041619455,0.04999645,0.009804279,0.00013215817,0.00029264393,0.0005878471,0.18412119],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98714393,0.0070457817,0.00042927606,0.0014430743,0.0025536364,0.0013843806],"domain_scores_gemma":[0.9875901,0.0044784127,0.0012109665,0.0017618769,0.002855655,0.0021029396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01051787,0.0007182981,0.0010504929,0.0023180004,0.0057199704,0.02320056,0.0016750084,0.006818612,0.036077622],"category_scores_gemma":[0.03619221,0.00039883822,0.00044958235,0.0035341529,0.021755695,0.034954995,0.0055504516,0.00973729,0.0053159203],"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":[0.00003530675,0.000024035082,0.000517225,0.00007297228,0.00001026767,0.000096895106,0.008068416,0.00008380351,0.00008529233,0.9132305,0.046957385,0.030818006],"study_design_scores_gemma":[0.000017057695,0.000022097047,0.0010632555,0.0006709249,0.000012842248,0.00034297456,0.025018768,0.00020846268,0.0001580052,0.24639909,0.726034,0.000052584564],"about_ca_topic_score_codex":0.02946685,"about_ca_topic_score_gemma":0.02016101,"teacher_disagreement_score":0.036077622,"about_ca_system_score_codex":0.007706929,"about_ca_system_score_gemma":0.0065665664,"threshold_uncertainty_score":0.12069166},"labels":[],"label_agreement":null}]}