{"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":"4d41afcef0ae","filters":{"venue":"Revue Education Santé Sociétés"}},"results":[{"id":"W3119643382","doi":"10.17184/eac.3513","title":"Stress et burnout des enseignants travaillant auprès d’élèves ayant un TSA.","year":2020,"lang":"fr","type":"article","venue":"Revue Education Santé Sociétés","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Émilie Boujut","is_ca":false},{"name":"Nathalie Poirier","is_ca":true},{"name":"Émilie Cappe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1863471184056892,"gpt":0.4147182303108505,"spread":0.2283711119051612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001673054,0.0003045169,0.0002983897,0.0007956112,0.005191973,0.00160054,0.0003583989,0.0006882971,0.005135044],"category_scores_gemma":[0.003432831,0.0001934547,0.0002684575,0.0009462287,0.002464506,0.0009100851,0.001651886,0.0008791899,0.0004562646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005549183,"about_ca_system_score_gemma":0.005049274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4081533,"about_ca_topic_score_gemma":0.5621219,"domain_scores_codex":[0.9987834,0.0004139581,0.0000335413,0.0001064892,0.0002051869,0.0004574732],"domain_scores_gemma":[0.9973943,0.0003943597,0.0004584457,0.0000794659,0.0006946906,0.000978609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004438992,0.0001979017,0.6072238,0.0001951024,0.00009389217,0.00115749,0.3362248,0.000191356,0.002742287,0.002340518,0.005184867,0.04400415],"study_design_scores_gemma":[0.000006090935,0.0001329854,0.8574607,0.0001176705,0.00001310837,0.000178396,0.1325381,0.0000577931,0.0001552,0.0001966338,0.009118047,0.00002515629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930989,0.0006933522,0.0001334329,0.0009702981,0.00004175043,0.000008800678,0.0000556661,0.000003870332,0.004993919],"genre_scores_gemma":[0.9953957,0.0004875067,0.00007879244,0.0002099451,0.00001498,0.00001232003,0.0000714051,0.000002550673,0.003726793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4081533,"threshold_uncertainty_score":0.8115551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296223659","doi":"10.17184/eac.5983","title":"Rituels funéraires dans les sociétés contemporaines","year":2022,"lang":"fr","type":"article","venue":"Revue Education Santé Sociétés","topic":"Diverse Cultural and Historical Studies","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","authors":[{"name":"André Wamba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1432001873534771,"gpt":0.4158871372485068,"spread":0.2726869498950297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002376437,0.0003607597,0.0005379528,0.001703857,0.01099658,0.004037288,0.0007866023,0.0008519783,0.008614171],"category_scores_gemma":[0.002390609,0.0002459787,0.0002374704,0.00211466,0.01628688,0.002240074,0.002985167,0.001966725,0.0005867475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01283559,"about_ca_system_score_gemma":0.01190152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3397888,"about_ca_topic_score_gemma":0.6778014,"domain_scores_codex":[0.9984634,0.0006290113,0.00004236558,0.0001810989,0.0003407475,0.0003433461],"domain_scores_gemma":[0.9987683,0.0003654307,0.000168731,0.0001243687,0.0003212118,0.0002519579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001063214,0.00006782207,0.01935516,0.0003931229,0.00003824525,0.0007992445,0.6128208,0.0002632295,0.001516379,0.2434895,0.003250922,0.1178992],"study_design_scores_gemma":[0.00001824047,0.00009180247,0.109129,0.0007205284,0.00003870471,0.0008895328,0.2709424,0.000232935,0.0007912955,0.01353289,0.6035334,0.00007917642],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6934966,0.01942747,0.00366955,0.00744765,0.0004216933,0.00005715552,0.0001716961,0.00003938572,0.2752688],"genre_scores_gemma":[0.9410597,0.005931561,0.001237854,0.0003257278,0.0000562255,0.00002619636,0.00004868256,0.00001961941,0.05129448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3397888,"threshold_uncertainty_score":0.675622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392714132","doi":"10.17184/eac.8135","title":"Dialectique du savoir infirmier et du savoir de l’épidémiologie","year":2024,"lang":"fr","type":"article","venue":"Revue Education Santé Sociétés","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Mathilde Garry-Bruneau","is_ca":true},{"name":"Jean Toniolo","is_ca":false},{"name":"Clémence Dallaire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1488486155170695,"gpt":0.5065818180044661,"spread":0.3577332024873966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00779896,0.0003821758,0.0003940114,0.002035141,0.004099032,0.005987037,0.0007789785,0.002679321,0.005513079],"category_scores_gemma":[0.006615967,0.0003668411,0.000416531,0.001642746,0.01622631,0.005708007,0.003639474,0.004348063,0.0008226791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005264507,"about_ca_system_score_gemma":0.005979874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01633126,"about_ca_topic_score_gemma":0.01629447,"domain_scores_codex":[0.9919852,0.005778306,0.0001978571,0.0007584713,0.0008245319,0.0004556017],"domain_scores_gemma":[0.9931194,0.005125241,0.0005526658,0.0002364224,0.0006394195,0.0003269225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002551182,0.00002818964,0.003110759,0.0001243905,0.000009165304,0.0001831832,0.09255981,0.00007658048,0.0003961086,0.8887238,0.002486482,0.01227603],"study_design_scores_gemma":[0.00002292707,0.0001295422,0.01679953,0.0009917114,0.00003099011,0.0007195003,0.06248022,0.0004658013,0.0007894512,0.2936025,0.6238862,0.00008151564],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2322732,0.1105044,0.05448472,0.2220945,0.001890461,0.000150818,0.0003844298,0.0001169866,0.3781004],"genre_scores_gemma":[0.9272629,0.02229079,0.006266137,0.009634718,0.000495042,0.0001455187,0.00009143593,0.00005056743,0.03376292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.995901,"threshold_uncertainty_score":0.04124528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414476088","doi":"10.17184/eac.9589","title":"Chercheure et Orthopédagogue au sein d’une enquête participative","year":2025,"lang":"fr","type":"article","venue":"Revue Education Santé Sociétés","topic":"Education, sociology, and vocational training","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":"Perspective (graphical); Context (archaeology); Cultural environment; Occupational training","authors":[{"name":"Carole BOMMART-GASSIER","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4263072090772261,"gpt":0.5999655261034615,"spread":0.1736583170262354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01853193,0.0005218561,0.0008241236,0.001748386,0.01082045,0.006536264,0.001461776,0.002587744,0.01524945],"category_scores_gemma":[0.04188592,0.0006577486,0.0009412128,0.001426803,0.00684869,0.004281982,0.00877864,0.003956136,0.002636262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006257268,"about_ca_system_score_gemma":0.01955186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02545988,"about_ca_topic_score_gemma":0.06157798,"domain_scores_codex":[0.9770434,0.01324146,0.0008923917,0.00203701,0.004566436,0.002219219],"domain_scores_gemma":[0.9639866,0.01492328,0.004795886,0.002060013,0.008378402,0.005855679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001967732,0.000362193,0.03853248,0.001141913,0.00007935457,0.0008607648,0.8501131,0.0001774104,0.002574717,0.01253945,0.008252156,0.08516972],"study_design_scores_gemma":[0.00006392429,0.0006719584,0.05882658,0.001699681,0.00009417335,0.0006185857,0.7060716,0.0003006934,0.001009838,0.006524622,0.2239701,0.0001481668],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.876053,0.006132117,0.01687743,0.03077617,0.001580729,0.0006495744,0.0004310036,0.0002335381,0.06726644],"genre_scores_gemma":[0.9416437,0.003495928,0.008585704,0.004692788,0.0001917888,0.0008625585,0.0002237571,0.0001185052,0.0401852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02545988,"threshold_uncertainty_score":0.09800738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}