{"meta":{"query_hash":"35088c7871b7","filters":{"venue":"Le Courrier de l'Unesco"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/35088c7871b7","api":"https://metacan.xera.ac/api/v1/cohort?venue=%C2%98Le+%C2%9CCourrier+de+l%27Unesco"},"results":[{"id":"W3013326505","doi":"10.18356/abc51f0e-fr","title":"Grand angle: À Montréal, l’école de la deuxième chance","year":2019,"lang":"fr","type":"article","venue":"Le Courrier de l'Unesco","topic":"French Language Learning Methods","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":"Humanities; Art; Philosophy","score_opus":0.008116689305364367,"score_gpt":0.2806315102767056,"score_spread":0.2725148209713412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013326505","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":[0.71031386,0.12776746,0.013611873,0.010865916,0.004333145,0.0008938386,0.000045089135,0.00035883192,0.13180996],"genre_scores_gemma":[0.7625422,0.0018427946,0.032619324,0.0026185159,0.001993592,0.00008946231,0.00001109729,0.00014110368,0.1981419],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939414,0.0029133114,0.00039292808,0.00066380494,0.00065041636,0.0014381359],"domain_scores_gemma":[0.99746054,0.0009499246,0.00027724964,0.0006599227,0.00013893553,0.0005134251],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0040775556,0.00039723289,0.00054154306,0.0001259714,0.0005539953,0.00029439572,0.0007606413,0.00070524914,0.0022835257],"category_scores_gemma":[0.00079086045,0.00044877754,0.0002532654,0.0009813877,0.00093439315,0.00050565274,0.00015231935,0.0009441711,0.00093859393],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020886301,0.0011734288,0.1510924,0.00075907045,0.0004593772,0.0010233888,0.13371785,0.0051815216,0.018627744,0.090958945,0.10131754,0.49547988],"study_design_scores_gemma":[0.0014354124,0.00016174192,0.015115683,0.00033319762,0.00012076129,0.00006356486,0.0042013507,0.003683208,0.0023235749,0.01041683,0.96134955,0.0007951096],"about_ca_topic_score_codex":0.034895636,"about_ca_topic_score_gemma":0.0056055733,"teacher_disagreement_score":0.860032,"about_ca_system_score_codex":0.00039755547,"about_ca_system_score_gemma":0.000970284,"threshold_uncertainty_score":0.9998393},"labels":[],"label_agreement":null},{"id":"W3023604959","doi":"10.18356/acb081f5-fr","title":"Manon barbeau, caméra au coeur","year":2020,"lang":"fr","type":"article","venue":"Le Courrier de l'Unesco","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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":"Humanities; Art","score_opus":0.21779464153746447,"score_gpt":0.28758166270588337,"score_spread":0.0697870211684189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023604959","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":[0.13537756,0.023706287,0.10218846,0.22523363,0.009215848,0.0012022539,0.00023111512,0.0009634326,0.5018814],"genre_scores_gemma":[0.92395097,0.00017514602,0.0025914474,0.015438351,0.0019687056,0.00001400993,0.0000212955,0.000061563485,0.05577854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966639,0.0001483266,0.0005120109,0.00086067745,0.0005566319,0.0012584283],"domain_scores_gemma":[0.99727947,0.00009506528,0.00018704924,0.0006809373,0.00023749853,0.0015200103],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018257638,0.00051600847,0.0004919642,0.000063930805,0.00037270747,0.002131414,0.0010871385,0.00029090722,0.00041655797],"category_scores_gemma":[0.00018074326,0.00045921767,0.00028787585,0.00079980737,0.0002915517,0.0033874146,0.0006662795,0.0004982498,0.0018100236],"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":[0.00012328086,0.0006253157,0.0021085956,0.0005181227,0.00024100894,0.0044503016,0.03303599,0.0009252782,0.00889332,0.25927314,0.5777746,0.11203102],"study_design_scores_gemma":[0.00097326713,0.0004232138,0.0031224068,0.00018710324,0.00006208801,0.0005312886,0.00035762685,0.0292781,0.00825142,0.0049046846,0.9510216,0.00088719715],"about_ca_topic_score_codex":0.0058140974,"about_ca_topic_score_gemma":0.00076174043,"teacher_disagreement_score":0.7885734,"about_ca_system_score_codex":0.00018741816,"about_ca_system_score_gemma":0.0010743941,"threshold_uncertainty_score":0.99978596},"labels":[],"label_agreement":null},{"id":"W4386143631","doi":"10.18356/22202277-2023-3-10","title":"Au canada, la nature sur ordonnance","year":2023,"lang":"fr","type":"article","venue":"Le Courrier de l'Unesco","topic":"French Urban and Social 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":"Humanities; Art; Sociology; Political science","score_opus":0.012882184429354744,"score_gpt":0.23600922455006915,"score_spread":0.2231270401207144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386143631","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":[0.25745484,0.10445002,0.00006285283,0.079527296,0.024235927,0.0005503357,0.0003428283,0.00041448185,0.5329614],"genre_scores_gemma":[0.79189223,0.0032921256,0.000048339734,0.0015623708,0.002851289,0.00003538932,0.000012406755,0.000041738047,0.20026413],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99666387,0.00040680275,0.00030293848,0.00045958755,0.0008061166,0.001360683],"domain_scores_gemma":[0.99854845,0.00045514817,0.0001398805,0.00026766033,0.00020247993,0.00038640568],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009200939,0.00031244062,0.00042344458,0.000058602174,0.0014498265,0.00011151958,0.0005379655,0.0006240231,0.00030578236],"category_scores_gemma":[0.0005984469,0.0003471863,0.00017308106,0.0015987142,0.000977082,0.00024146534,0.00015804278,0.00082166685,0.0002075951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006596128,0.00005232964,0.010184623,0.00007346582,0.00010529052,0.0002532282,0.013437901,0.000048798953,0.000011241784,0.16093983,0.8041359,0.010750769],"study_design_scores_gemma":[0.0002881245,0.000017016471,0.039445262,0.00011689475,0.00004140261,0.0000027238627,0.0055391816,0.00014579186,0.00003539229,0.0045881514,0.9493835,0.00039654356],"about_ca_topic_score_codex":0.96751636,"about_ca_topic_score_gemma":0.99294066,"teacher_disagreement_score":0.53443736,"about_ca_system_score_codex":0.001435939,"about_ca_system_score_gemma":0.007078628,"threshold_uncertainty_score":0.999898},"labels":[],"label_agreement":null},{"id":"W4410631204","doi":"10.18356/22202277-2025-2-7","title":"Au Canada, les recettes autochtones mises au goût du jour","year":2025,"lang":"fr","type":"article","venue":"Le Courrier de l'Unesco","topic":"Canadian Policy and Governance","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":"Geology","score_opus":0.013934867078444073,"score_gpt":0.25954772170551266,"score_spread":0.24561285462706858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410631204","genre_codex":"commentary","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":[0.28181604,0.015687447,0.00024602935,0.53727067,0.0069780503,0.00045082788,0.0011830138,0.00008804776,0.15627989],"genre_scores_gemma":[0.7082862,0.00089251355,0.0001288679,0.012067814,0.0029999476,0.00003835147,0.000006803631,0.00003428909,0.27554518],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966088,0.00037366533,0.0004710193,0.0005222753,0.0005532872,0.0014709368],"domain_scores_gemma":[0.9980607,0.0004544728,0.00024880812,0.00043269765,0.00016787148,0.00063544477],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00066250295,0.00037515193,0.000457369,0.00011493131,0.0017850645,0.00018659355,0.0007704405,0.0003734284,0.00077042717],"category_scores_gemma":[0.00084331195,0.00044171698,0.00019968371,0.0009555775,0.001002876,0.00036067993,0.0001068594,0.00045459357,0.00006115302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020233025,0.000061906765,0.028932849,0.00013071757,0.00011156803,0.000102350765,0.0063942303,0.000091391674,0.00004280856,0.16064316,0.7795587,0.023910047],"study_design_scores_gemma":[0.00037745142,0.000019923988,0.052576147,0.0003834806,0.000097181946,0.000012362376,0.0023652818,0.00012764592,0.00051538396,0.0038192011,0.93926436,0.00044157088],"about_ca_topic_score_codex":0.99917716,"about_ca_topic_score_gemma":0.9996245,"teacher_disagreement_score":0.5252029,"about_ca_system_score_codex":0.002953146,"about_ca_system_score_gemma":0.03136322,"threshold_uncertainty_score":0.9998035},"labels":[],"label_agreement":null}]}