{"meta":{"query_hash":"874527c4884b","filters":{"venue":"Formation et profession revue scientifique internationale en éducation"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/874527c4884b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Formation+et+profession+revue+scientifique+internationale+en+%C3%A9ducation"},"results":[{"id":"W2400564783","doi":"10.18162/fp.2016.a89","title":"Variations sur la réussite","year":2016,"lang":"fr","type":"article","venue":"Formation et profession revue scientifique internationale en éducation","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":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Environmental science","score_opus":0.04484256167731662,"score_gpt":0.36070497231634263,"score_spread":0.315862410639026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2400564783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5986286,0.007539726,0.010678318,0.0038869614,0.00039963596,0.000080490216,0.0013987278,0.0005881662,0.37679943],"genre_scores_gemma":[0.91962975,0.0017864562,0.0033370985,0.0002608373,0.00027128347,0.00008672644,0.00092451007,0.0004109472,0.07329237],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9720024,0.008446171,0.0018445738,0.0044136583,0.0099239005,0.0033692499],"domain_scores_gemma":[0.95074743,0.021905195,0.0047529633,0.008189415,0.011736221,0.0026687784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01547975,0.00089554524,0.0012206383,0.008417334,0.004660336,0.013026809,0.0020829411,0.002704639,0.033382285],"category_scores_gemma":[0.03914442,0.000616673,0.0020420193,0.01293943,0.0048033474,0.008287808,0.0035617135,0.0042644017,0.0058723604],"study_design_candidate":"qualitative","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":[0.0008529941,0.0006693449,0.09264453,0.0005358364,0.0005318079,0.0015996065,0.024822362,0.0039333715,0.008925468,0.45427582,0.011365163,0.39984372],"study_design_scores_gemma":[0.00014495208,0.0004592549,0.45594183,0.00065609417,0.00019518126,0.0029675784,0.018701473,0.0034597088,0.005832226,0.046503615,0.46494845,0.00018973628],"about_ca_topic_score_codex":0.051416155,"about_ca_topic_score_gemma":0.033456776,"teacher_disagreement_score":0.051416155,"about_ca_system_score_codex":0.0095778275,"about_ca_system_score_gemma":0.0038226945,"threshold_uncertainty_score":0.111674905},"labels":[],"label_agreement":null},{"id":"W2401113976","doi":"10.18162/fp.2016.313","title":"Soutien de la direction d’établissement lorsque survient un problème éthique en période d’insertion professionnelle : exploration de quatre avenues","year":2016,"lang":"fr","type":"article","venue":"Formation et profession revue scientifique internationale en éducation","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Sociology; Political science","score_opus":0.04541535662828845,"score_gpt":0.3881734769899299,"score_spread":0.34275812036164144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2401113976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6595024,0.013520085,0.009668301,0.253408,0.0014151891,0.0005562354,0.000727041,0.00014565121,0.061057024],"genre_scores_gemma":[0.9778421,0.002993556,0.0054974086,0.004972874,0.00021885174,0.00032825288,0.00017876712,0.000060230337,0.007908029],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9606948,0.018739007,0.0033061616,0.0020577789,0.009286187,0.0059160944],"domain_scores_gemma":[0.80009156,0.080760606,0.032287966,0.0075323596,0.05230099,0.027026534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.055936232,0.0003136314,0.0007266166,0.0031866112,0.0074733086,0.010352605,0.003140033,0.003451204,0.015022542],"category_scores_gemma":[0.14419924,0.00059607706,0.0011710736,0.0038398162,0.005827546,0.010693818,0.008598877,0.006405772,0.0013597368],"study_design_candidate":"qualitative","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":[0.0008477889,0.0011674555,0.3002416,0.0026102408,0.00021989582,0.00096396083,0.23213182,0.0006506441,0.0017427863,0.049045194,0.024629438,0.38574916],"study_design_scores_gemma":[0.00008768412,0.0006383467,0.4082427,0.004900498,0.00013564577,0.00076013536,0.42936864,0.0009244157,0.0012410377,0.02010706,0.13338868,0.00020521354],"about_ca_topic_score_codex":0.028211394,"about_ca_topic_score_gemma":0.03599486,"teacher_disagreement_score":0.055936232,"about_ca_system_score_codex":0.017652515,"about_ca_system_score_gemma":0.06727477,"threshold_uncertainty_score":0.29582262},"labels":[],"label_agreement":null},{"id":"W2406438990","doi":"10.18162/fp.2016.a86","title":"L’éthique professionnelle en enseignement : raison d’être, orientation et responsabilité","year":2016,"lang":"fr","type":"article","venue":"Formation et profession revue scientifique internationale en éducation","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Humanities; Philosophy","score_opus":0.05576623242883164,"score_gpt":0.4207737547024782,"score_spread":0.3650075222736465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2406438990","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":[0.032653276,0.019402066,0.02302952,0.75080574,0.0049374932,0.00013643026,0.00003960182,0.000118932476,0.16887702],"genre_scores_gemma":[0.8594035,0.0154389,0.020115,0.045912627,0.005298992,0.00038950104,0.00008200085,0.0002857545,0.053073842],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9139584,0.060013987,0.0030354012,0.0031040988,0.014274987,0.0056132386],"domain_scores_gemma":[0.86357796,0.07227231,0.010198726,0.0067372923,0.023657408,0.023556307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09267775,0.0007578741,0.0009305559,0.0036694272,0.01699799,0.03281805,0.0024270143,0.011599434,0.010100403],"category_scores_gemma":[0.075762846,0.00086805795,0.0007529982,0.0027220142,0.053955097,0.019993914,0.013254921,0.017153492,0.0018496809],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071159986,0.00026054296,0.0061407746,0.0004576969,0.000045782723,0.00032218132,0.06658572,0.00043654762,0.0006830274,0.79108185,0.03937075,0.09454399],"study_design_scores_gemma":[0.000057279594,0.00013324231,0.010785781,0.0020695943,0.000020213503,0.0007393994,0.055292286,0.00093619875,0.00058943423,0.33777785,0.5914375,0.0001612438],"about_ca_topic_score_codex":0.013883029,"about_ca_topic_score_gemma":0.014650549,"teacher_disagreement_score":0.09267775,"about_ca_system_score_codex":0.017159916,"about_ca_system_score_gemma":0.07334054,"threshold_uncertainty_score":0.49013263},"labels":[],"label_agreement":null},{"id":"W2406627155","doi":"10.18162/fp.2016.a87","title":"L’accompagnement d’enseignants d’éducation physique et à la santé dans la mise en place de stratégies visant à optimiser leurs pratiques évaluatives en éducation à la santé","year":2016,"lang":"fr","type":"article","venue":"Formation et profession revue scientifique internationale en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Sociology; Humanities; Psychology; Art","score_opus":0.16272224787444542,"score_gpt":0.48472194397727203,"score_spread":0.32199969610282664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2406627155","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":[0.39552078,0.012747618,0.01934908,0.47925133,0.0045519834,0.0003937543,0.0001128346,0.00017755954,0.08789513],"genre_scores_gemma":[0.9527333,0.0034774744,0.011788044,0.008246244,0.00038921638,0.00020655028,0.00008029316,0.00005805685,0.023020824],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.97303796,0.017567316,0.0012602166,0.0013166707,0.0035833153,0.0032345832],"domain_scores_gemma":[0.9503223,0.018935466,0.004218694,0.001848912,0.012666201,0.012008398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.039090253,0.0005205691,0.00048147,0.002096288,0.009615726,0.012014543,0.0014261241,0.0053999885,0.011247435],"category_scores_gemma":[0.060697153,0.00057093165,0.0005555212,0.0016993476,0.0055457735,0.011016786,0.0074837185,0.0056869425,0.0010393709],"study_design_candidate":"qualitative","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":[0.00047674173,0.0008805813,0.05589705,0.0010920337,0.000103101745,0.0012750096,0.32744515,0.001017049,0.0037902668,0.1376986,0.035310127,0.4350143],"study_design_scores_gemma":[0.00008319669,0.0005594275,0.066982046,0.0020620443,0.00009984193,0.0008651908,0.34556174,0.0017035407,0.0026867175,0.02853881,0.5507227,0.00013476958],"about_ca_topic_score_codex":0.0206916,"about_ca_topic_score_gemma":0.044649284,"teacher_disagreement_score":0.039090253,"about_ca_system_score_codex":0.01269133,"about_ca_system_score_gemma":0.04309733,"threshold_uncertainty_score":0.20673156},"labels":[],"label_agreement":null},{"id":"W2741247413","doi":"","title":"L'enseignant : savant ou dépagogue?","year":2000,"lang":"fr","type":"article","venue":"Formation et profession revue scientifique internationale en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Philosophy","score_opus":0.2099929159510644,"score_gpt":0.465664086508867,"score_spread":0.2556711705578026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741247413","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":[0.05386923,0.032680243,0.0035477744,0.6040136,0.011447344,0.000034822628,0.00007315997,0.00015580795,0.29417795],"genre_scores_gemma":[0.8250451,0.018557385,0.001400086,0.042545892,0.0028856623,0.00007352076,0.000054811968,0.00022423838,0.109213285],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9917542,0.0052424646,0.0002005149,0.00043845666,0.0011331346,0.0012313568],"domain_scores_gemma":[0.98361003,0.005847699,0.0012887139,0.0006862389,0.0020405792,0.0065266564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008303625,0.00043833882,0.00060157094,0.0009410841,0.00802347,0.012649569,0.0013848731,0.005466956,0.011577799],"category_scores_gemma":[0.028850058,0.00033414032,0.0003186651,0.0012399984,0.02129211,0.014886911,0.0072039915,0.010984337,0.003452311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009882561,0.00014254058,0.006565026,0.00030876714,0.000015847407,0.0007802758,0.27815726,0.00005507764,0.00053134153,0.53901464,0.08616924,0.08816122],"study_design_scores_gemma":[0.000017144579,0.000046408204,0.0024179185,0.0005164925,0.000009385857,0.00084078056,0.1289454,0.000077169185,0.00022567966,0.03175243,0.8351177,0.00003351097],"about_ca_topic_score_codex":0.014181975,"about_ca_topic_score_gemma":0.024063293,"teacher_disagreement_score":0.014181975,"about_ca_system_score_codex":0.0047864052,"about_ca_system_score_gemma":0.01661282,"threshold_uncertainty_score":0.043914318},"labels":[],"label_agreement":null}]}