{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"cf134e8f8dac","filters":{"venue":"Journal of Montessori Research"}},"results":[{"id":"W4320024530","doi":"10.17161/jomr.v8i2.18675","title":"Global Diffusion of Montessori Schools","year":2022,"lang":"en","type":"article","venue":"Journal of Montessori Research","topic":"Education Methods and Practices","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Globe; Government (linguistics); Trademark; Scope (computer science); Political science; Fidelity; Geography; Economic growth; Psychology; Economics; Engineering","authors":[{"name":"Mira Debs","is_ca":false},{"name":"Jaap de Brouwer","is_ca":false},{"name":"Angela K. Murray","is_ca":false},{"name":"Lynne J. Lawrence","is_ca":false},{"name":"Megan Tyne","is_ca":false},{"name":"Candice Von der Wehl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2504904483595036,"gpt":0.573079749887409,"spread":0.3225893015279054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02190788,0.00007046805,0.0002435141,0.0002582615,0.001099231,0.0001053831,0.0008388918,0.00005592872,0.000618448],"category_scores_gemma":[0.006426752,0.00006232033,0.0001418933,0.001381858,0.0001858335,0.000483651,0.0001947024,0.0009966099,0.000005084647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006213347,"about_ca_system_score_gemma":0.001609986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003975124,"about_ca_topic_score_gemma":0.0002894653,"domain_scores_codex":[0.9915777,0.00455444,0.0005220053,0.0001340236,0.002834446,0.0003773655],"domain_scores_gemma":[0.995961,0.001593838,0.0005830807,0.0001987065,0.001419717,0.0002436686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001825627,0.002365754,0.366261,0.0001037236,0.0002505692,0.0001544962,0.05204304,0.0008913284,0.006647738,0.3278085,0.1146141,0.1270341],"study_design_scores_gemma":[0.001077665,0.001169768,0.03458169,0.0000903695,0.00003539417,0.00004132701,0.2175077,0.0001014228,0.0003076807,0.04192692,0.7029618,0.0001983297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9277462,0.003264951,0.000229811,0.0183024,0.001394625,0.0002144958,0.00001769905,0.000008389296,0.0488214],"genre_scores_gemma":[0.9914205,0.001107902,0.004003508,0.00005156348,0.0006621373,0.00001042629,6.181242e-7,0.000007896921,0.00273545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5883476,"threshold_uncertainty_score":0.8454508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990606539","doi":"10.17161/jomr.v5i2.7407","title":"A Natural History of Repetition","year":2019,"lang":"en","type":"article","venue":"Journal of Montessori Research","topic":"Education Methods and Practices","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Repetition (rhetorical device); Psychology; Developmental psychology; Cognitive psychology; Linguistics","authors":[{"name":"Anne E. Jones","is_ca":true},{"name":"S. Peter Henzi","is_ca":true},{"name":"Louise Barrett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2558244389061352,"gpt":0.5471598683602535,"spread":0.2913354294541183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01337069,0.00002962624,0.0001223119,0.0002165931,0.00006697814,0.000021654,0.0002501185,0.00004684055,0.0006709935],"category_scores_gemma":[0.00371752,0.00002432701,0.00006926797,0.0002221634,0.0001560524,0.0004601942,0.00001743202,0.0005105846,0.00002020257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006260025,"about_ca_system_score_gemma":0.001597811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060375,"about_ca_topic_score_gemma":0.0001134887,"domain_scores_codex":[0.9970348,0.001463902,0.0002521238,0.00006193249,0.001030231,0.0001570191],"domain_scores_gemma":[0.9965271,0.001585435,0.0003296949,0.0001072051,0.001373457,0.00007710015],"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":[0.001246087,0.0007594266,0.07093559,0.0002992483,0.0001904554,0.00004379556,0.2072148,0.00003938507,0.09067509,0.3179412,0.2290838,0.08157101],"study_design_scores_gemma":[0.0002522429,0.0002236273,0.006158879,0.00009780646,0.000006570815,0.000006078594,0.02197298,0.0000202984,0.0004058602,0.003821461,0.9669839,0.00005034276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7739334,0.007028149,0.00002819915,0.006818443,0.003277204,0.0001261601,5.000771e-7,0.000003820364,0.2087842],"genre_scores_gemma":[0.948933,0.001009338,0.003439272,0.00003163068,0.0005245359,9.772529e-7,1.659221e-7,0.000004367419,0.04605671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7379,"threshold_uncertainty_score":0.7346908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410509124","doi":"10.17161/jomr.v11i1.23736","title":"&lt;b&gt;Mortarboard Review: Montessori-Related Dissertations, 2024&lt;/b&gt;","year":2025,"lang":"en","type":"article","venue":"Journal of Montessori Research","topic":"Education Methods and Practices","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":"Psychology","authors":[{"name":"Joel Parham","is_ca":false},{"name":"Katie Keller Wood","is_ca":false},{"name":"Claudine Campanelli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1173162357098124,"gpt":0.5359797664936741,"spread":0.4186635307838616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02388309,0.0001722723,0.0005131844,0.0006537398,0.001128165,0.0003060555,0.001010136,0.000193874,0.000926141],"category_scores_gemma":[0.02128862,0.0001458335,0.000271104,0.002699493,0.0003425274,0.0009145968,0.00007277533,0.001352506,0.00007202903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003997798,"about_ca_system_score_gemma":0.002283838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004943531,"about_ca_topic_score_gemma":0.001596791,"domain_scores_codex":[0.9918817,0.004032298,0.001129385,0.0002879868,0.002024315,0.0006443601],"domain_scores_gemma":[0.9909254,0.004411235,0.0006750124,0.0003873455,0.003233636,0.0003674085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001570867,0.0005436657,0.006304852,0.000497621,0.0003997173,0.0000791191,0.01027115,0.00003490051,0.004200944,0.3198807,0.600078,0.05755222],"study_design_scores_gemma":[0.0004350218,0.0001393021,0.006759433,0.00188923,0.0001168362,0.000006607364,0.006239149,0.00005685512,0.000180399,0.01120747,0.9727888,0.0001809357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.09119687,0.284048,0.0004303793,0.1602469,0.006182599,0.00114502,0.00001014739,0.00005460504,0.4566855],"genre_scores_gemma":[0.3369395,0.3568197,0.009831593,0.001077657,0.001650878,0.0001094202,0.000009086689,0.00006006481,0.2935021],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3727108,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}