{"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":"b9322dcb5980","filters":{"venue":"European Journal of Alternative Education Studies"}},"results":[{"id":"W4410878135","doi":"10.46827/ejae.v10i1.6018","title":"INCLUSION, DEVELOPMENT AND WELL-BEING OF NEUROATYPICAL INDIVIDUALS THROUGH ALTERNATIVE EDUCATIONAL APPROACHES: A BOON OR A BANE? A NARRATIVE LITERATURE REVIEW","year":2025,"lang":"en","type":"article","venue":"European Journal of Alternative Education Studies","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","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":"Inclusion (mineral); Narrative; Narrative review; Psychology; Epistemology; Engineering ethics; Psychotherapist; Literature; Philosophy; Social psychology; Art; Engineering","authors":[{"name":"Kevin Rebecchi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08530226945022,"gpt":0.3625803607563057,"spread":0.2772780913060857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004832917,0.0006684157,0.001074953,0.005250193,0.001676136,0.004654498,0.0007626656,0.00233465,0.001713808],"category_scores_gemma":[0.009827713,0.0003231357,0.0006610202,0.005324336,0.003660241,0.004707434,0.002151355,0.00201925,0.0002425224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003895346,"about_ca_system_score_gemma":0.006761026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008245662,"about_ca_topic_score_gemma":0.01710084,"domain_scores_codex":[0.9960428,0.002296458,0.000570149,0.0003692491,0.000511465,0.0002097433],"domain_scores_gemma":[0.9884178,0.00944096,0.001114589,0.0001440622,0.0007038352,0.000178894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001284644,0.0001987105,0.004299482,0.1355176,0.0004227917,0.001511071,0.09328849,0.0003047371,0.0006967346,0.1349211,0.02178945,0.6069213],"study_design_scores_gemma":[0.00001815343,0.0002316228,0.0124237,0.2655576,0.0004928205,0.002403036,0.15732,0.0002016217,0.0005183542,0.01123486,0.5494912,0.000106978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006261941,0.9813984,0.0003519167,0.006856329,0.0003265091,0.00003367025,0.00007019946,0.000003358176,0.004697652],"genre_scores_gemma":[0.06404006,0.9320065,0.0007485822,0.002088509,0.0002971042,0.0001243712,0.00006389795,0.000004034218,0.0006269897],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008245662,"threshold_uncertainty_score":0.02826279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361199503","doi":"10.46827/ejae.v8i1.4721","title":"APPRENTISSAGE ET ENSEIGNEMENT EN SCIENCES PHYSIQUES / LEARNING AND TEACHING IN PHYSICAL SCIENCES","year":2023,"lang":"fr","type":"article","venue":"European Journal of Alternative Education Studies","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Humanities; Context (archaeology); Psychology; Political science; Philosophy; Geography","authors":[{"name":"Charilaos Voutsinos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2863371155620412,"gpt":0.549980002531557,"spread":0.2636428869695158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004512621,0.0003488613,0.0003480309,0.001169476,0.002818414,0.006687391,0.0009240148,0.002264059,0.008238747],"category_scores_gemma":[0.006015077,0.0002092481,0.0003909606,0.001555698,0.01435638,0.005112092,0.004958034,0.003359837,0.001138299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002563742,"about_ca_system_score_gemma":0.004077545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003833807,"about_ca_topic_score_gemma":0.003711488,"domain_scores_codex":[0.9945962,0.003440656,0.0001652559,0.0003856155,0.001040716,0.0003714686],"domain_scores_gemma":[0.9961554,0.001898793,0.0004175906,0.0003900241,0.0005853959,0.0005526414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003612828,0.0001635561,0.004071075,0.0004289883,0.000009376241,0.0005352243,0.09195003,0.0007758495,0.001817941,0.7569987,0.004514806,0.1386983],"study_design_scores_gemma":[0.0000142207,0.0001806767,0.0162554,0.0006102999,0.00001427392,0.0009164636,0.05743693,0.001652191,0.003579358,0.3895361,0.5297559,0.00004822469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2294125,0.02003603,0.06633361,0.05858766,0.001394245,0.0001900378,0.00006731314,0.0002249627,0.6237536],"genre_scores_gemma":[0.8882497,0.01078842,0.01127112,0.002312949,0.0004526277,0.0001805567,0.00005990466,0.00008316526,0.08660146],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008238747,"threshold_uncertainty_score":0.02756131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386989480","doi":"10.46827/ejae.v8i3.4991","title":"LES PROJETS ÉDUCATIFS À L’ÉCOLE MATERNELLE ET PRIMAIRE : LE CAS DES SCIENCES PHYSIQUES / EDUCATIONAL PROJECTS IN KINDERGQRTEN AND PRIMARY SCHOOL: THE CASE OF PHYSICAL SCIENCES","year":2023,"lang":"fr","type":"article","venue":"European Journal of Alternative Education Studies","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Association Québécoise des Enseignantes et des Enseignants du Primaire","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"David Requejo Castro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2597730022521728,"gpt":0.4897563479357766,"spread":0.2299833456836038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01052935,0.0003228111,0.0003613216,0.001797276,0.01143433,0.0076217,0.001636987,0.002196225,0.009035083],"category_scores_gemma":[0.02120691,0.000423027,0.0004932506,0.001869273,0.01005078,0.003971423,0.01300193,0.003278324,0.0004927372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009304525,"about_ca_system_score_gemma":0.02113516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02146766,"about_ca_topic_score_gemma":0.03695757,"domain_scores_codex":[0.9854239,0.009201325,0.0003644408,0.0006029404,0.001360886,0.00304652],"domain_scores_gemma":[0.9757124,0.00982368,0.002824347,0.0009525745,0.001910457,0.008776604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001187806,0.0009891546,0.1185332,0.0005715546,0.00003968064,0.01139214,0.461721,0.0008376293,0.0008038496,0.3016954,0.005200279,0.09809728],"study_design_scores_gemma":[0.0000498582,0.0003708874,0.1095073,0.001024764,0.00003256834,0.003661416,0.6831858,0.001001103,0.0009215199,0.0306766,0.1695177,0.00005059304],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8447218,0.001978238,0.007290899,0.02552077,0.0001749491,0.0002247741,0.00006222138,0.00005143136,0.1199749],"genre_scores_gemma":[0.989044,0.0005849095,0.001954377,0.0003742262,0.00001886741,0.0001451446,0.00002350978,0.00001101147,0.007844029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02146766,"threshold_uncertainty_score":0.06750935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402666046","doi":"10.46827/ejae.v9i2.5547","title":"L’ANALYSE DIDACTIQUE À L’ENSEIGNEMENT SCIENTIFIQUE : DESCRIPTIONS ET PERSPECTIVES / DIDACTIC ANALYSIS IN SCIENCE TEACHING: DESCRIPTIONS AND PERSPECTIVES","year":2024,"lang":"fr","type":"article","venue":"European Journal of Alternative Education Studies","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Association Québécoise des Enseignantes et des Enseignants du Primaire","funders":"","keywords":"Sociology; Mathematics education; Psychology","authors":[{"name":"David Castro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1621666774728623,"gpt":0.4484513595580347,"spread":0.2862846820851724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01600345,0.000737573,0.0004900117,0.004815871,0.005409003,0.01534385,0.00141006,0.003505773,0.004575741],"category_scores_gemma":[0.0130643,0.0004535003,0.0006715632,0.005145,0.03220683,0.008455836,0.005406,0.006677253,0.0009296891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01395436,"about_ca_system_score_gemma":0.00948604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008725664,"about_ca_topic_score_gemma":0.006683307,"domain_scores_codex":[0.9800538,0.01451193,0.0005701926,0.0008331278,0.003317706,0.0007133188],"domain_scores_gemma":[0.9737985,0.01998988,0.0009644444,0.001264278,0.002908599,0.001074209],"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":[0.00001752832,0.00002738933,0.0003933338,0.000332115,0.000006591268,0.0002304174,0.05257097,0.0003972461,0.0006971118,0.914088,0.004003287,0.02723604],"study_design_scores_gemma":[0.00001118508,0.00003143541,0.000999986,0.001119243,0.000008920077,0.0006215948,0.05494285,0.001287563,0.001991413,0.178982,0.7599601,0.00004373257],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04209239,0.0622929,0.3449264,0.09898556,0.003566329,0.00033846,0.0001750779,0.0003018705,0.4473209],"genre_scores_gemma":[0.8029749,0.03427811,0.07782836,0.00666378,0.001815123,0.000887806,0.0001827993,0.0004911617,0.074878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01600345,"threshold_uncertainty_score":0.1012464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}