{"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":"f9c03e62658a","filters":{"venue":"Le langage et l'homme: Revue de didactique du français"}},"results":[{"id":"W2509623897","doi":"","title":"L'enseignement du français langue maternelle dans les universités anglocanadiennes : normes, attitudes et représentations linguistiques","year":2008,"lang":"fr","type":"article","venue":"Le langage et l'homme: Revue de didactique du français","topic":"French Language Learning Methods","field":"Social Sciences","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":"Humanities; Political science; French; Sociology; Art","authors":[{"name":"Jean-Guy Mboudjeke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02444530266404036,"gpt":0.3027382793332179,"spread":0.2782929766691775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01139085,0.0002158482,0.0003253316,0.001699976,0.005831899,0.006306154,0.0006355521,0.0007403465,0.001784799],"category_scores_gemma":[0.01625527,0.0002372102,0.0001620293,0.002599482,0.006036216,0.002324445,0.002750384,0.001321597,0.0002004172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01079848,"about_ca_system_score_gemma":0.009854307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2922424,"about_ca_topic_score_gemma":0.332586,"domain_scores_codex":[0.9924344,0.004224034,0.0003997203,0.000600411,0.00139436,0.0009470339],"domain_scores_gemma":[0.984697,0.00613577,0.003131523,0.000522937,0.004030669,0.001482184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005258086,0.00003303106,0.1531096,0.00005626989,0.00001197268,0.0001844542,0.8241385,0.00008004446,0.0004948038,0.00738738,0.0004040578,0.01404734],"study_design_scores_gemma":[0.000003786182,0.00005564831,0.2714843,0.000187179,0.00001415053,0.0001447671,0.7130349,0.0002207888,0.0002593452,0.0008707896,0.01367893,0.000045387],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991689,0.000471816,0.0002330248,0.001071294,0.00001247803,0.000007234191,0.00003292621,0.000003051326,0.00647909],"genre_scores_gemma":[0.9982519,0.0002146222,0.0001338519,0.00008552687,0.000003631574,0.00001219151,0.00001838136,0.000002433559,0.001277533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7077576,"threshold_uncertainty_score":0.5810828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2486127382","doi":"","title":"Étudier Passages d'Émile Ollivier: un roman représentatif de la littérature migrante","year":2008,"lang":"fr","type":"article","venue":"Le langage et l'homme: Revue de didactique du français","topic":"Canadian Identity and History","field":"Social Sciences","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":"Humanities; Art; Ethnology; Political science; Sociology","authors":[{"name":"Gilberte Février","is_ca":false},{"name":"Monique Noël-Gaudreault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009201734172427001,"gpt":0.2366633534277299,"spread":0.2274616192553029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001904367,0.0007397397,0.0004551041,0.001824067,0.01668297,0.005407136,0.001274938,0.001942653,0.005982125],"category_scores_gemma":[0.004555884,0.0002528363,0.0002301982,0.001917803,0.008521272,0.002304988,0.002381874,0.004537794,0.001223268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01816654,"about_ca_system_score_gemma":0.0101738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.442242,"about_ca_topic_score_gemma":0.687473,"domain_scores_codex":[0.9983517,0.0007520542,0.00003780053,0.000154213,0.0003526206,0.0003515669],"domain_scores_gemma":[0.9978295,0.000797951,0.0002362347,0.00009684353,0.0007019692,0.0003374908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007590769,0.00004444104,0.005106934,0.0003220487,0.00001450189,0.002783135,0.659402,0.0001510161,0.0008420084,0.1184167,0.1864827,0.02635858],"study_design_scores_gemma":[0.000003192198,0.00001467943,0.006013427,0.0004334059,0.000005876683,0.0007980065,0.1010143,0.00009131255,0.0002825888,0.0009258866,0.8903906,0.00002663814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3574054,0.0676814,0.004514096,0.1311514,0.01012979,0.0001725698,0.0006596498,0.0001740067,0.4281116],"genre_scores_gemma":[0.7630608,0.02164086,0.001416504,0.01490593,0.001880039,0.0001363734,0.000306683,0.0003349968,0.1963178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.557758,"threshold_uncertainty_score":0.8793358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2731939901","doi":"","title":"Une analyse de la représentation de l'Inuit à travers les films de l'Office national du film du Canada depuis les années cinquante: Jalons pour une étude en littératie médiatique critique","year":2014,"lang":"fr","type":"article","venue":"Le langage et l'homme: Revue de didactique du français","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","authors":[{"name":"Monique Lebrun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01004925847386119,"gpt":0.2571097314985566,"spread":0.2470604730246954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001439556,0.0004829713,0.0003059988,0.003412323,0.01954275,0.01320399,0.001247298,0.001113269,0.009597081],"category_scores_gemma":[0.004311139,0.0003453597,0.0002472133,0.007805139,0.008067778,0.003216846,0.002459353,0.002689686,0.0003413147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07933432,"about_ca_system_score_gemma":0.0666684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9855754,"about_ca_topic_score_gemma":0.9925705,"domain_scores_codex":[0.9985946,0.0002574943,0.00002909259,0.0001140145,0.000470791,0.0005340987],"domain_scores_gemma":[0.9976192,0.0007232406,0.0001825011,0.00007681291,0.001085655,0.0003124705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006624272,0.00001986101,0.01315862,0.0002060131,0.00001804204,0.0005321063,0.8135479,0.0001701414,0.0009698381,0.1232974,0.01348626,0.0345276],"study_design_scores_gemma":[0.000005152084,0.00001687278,0.0527591,0.0005368608,0.00003813572,0.000188124,0.642086,0.0002115987,0.0008508353,0.00199557,0.3012707,0.00004112321],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.696022,0.009332675,0.001682951,0.01953976,0.0002693532,0.00006915228,0.001491414,0.0000376205,0.2715551],"genre_scores_gemma":[0.9431558,0.003713161,0.0005558726,0.0004240398,0.00003239427,0.00002830476,0.0002034515,0.00004495132,0.05184189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07933432,"threshold_uncertainty_score":0.5756135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2462075525","doi":"","title":"La Littérature dans la classe de FLE: quelle utilité) et quelle portée?","year":2008,"lang":"fr","type":"article","venue":"Le langage et l'homme: Revue de didactique du français","topic":"Linguistics and Discourse Analysis","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":"Humanities; Art; French","authors":[{"name":"Virginia Boza Araya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01695216783274563,"gpt":0.2541269668174001,"spread":0.2371747989846545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002816371,0.0003987149,0.0003318552,0.001400013,0.007961581,0.008272388,0.000904352,0.001732229,0.01766631],"category_scores_gemma":[0.003874419,0.0002288848,0.0002620301,0.001641273,0.009821176,0.00814036,0.002742032,0.002137776,0.001928143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007366624,"about_ca_system_score_gemma":0.006519299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08979335,"about_ca_topic_score_gemma":0.1837558,"domain_scores_codex":[0.9979456,0.0008134518,0.00005082764,0.0003111754,0.0003350125,0.000543967],"domain_scores_gemma":[0.9976577,0.0006220015,0.0002991975,0.0002183661,0.0004236219,0.0007791242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000532159,0.00005711803,0.01432864,0.0002340915,0.00001214912,0.0008820915,0.7221127,0.00008191258,0.001281232,0.143225,0.01825556,0.09947623],"study_design_scores_gemma":[0.000005322232,0.00006338679,0.02846031,0.0007544357,0.000008518256,0.0006013684,0.2860483,0.00009235732,0.0003270163,0.006466402,0.6771406,0.00003202703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5430005,0.01441199,0.004245785,0.05087863,0.0008550558,0.00005573944,0.0003294807,0.0001089542,0.3861139],"genre_scores_gemma":[0.9248005,0.002642975,0.0007827035,0.001149884,0.0001179517,0.00002980153,0.0001007216,0.00006257094,0.07031295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08979335,"threshold_uncertainty_score":0.1785414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}