{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007996788,0.0001954545,0.0002895137,0.002294805,0.001317834,0.002413523,0.001244912,0.0006432842,0.005484895],"category_scores_gemma":[0.02412075,0.0003839735,0.0003184729,0.003796581,0.002198857,0.002436368,0.003863954,0.001412527,0.0003478989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0054345,"about_ca_system_score_gemma":0.008166635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04060145,"about_ca_topic_score_gemma":0.068385,"domain_scores_codex":[0.9949213,0.001387516,0.0003384237,0.000754057,0.00172927,0.0008695215],"domain_scores_gemma":[0.9805931,0.004920903,0.0070491,0.003157153,0.002513633,0.001766247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001347295,0.0001535092,0.6872065,0.0008543443,0.00006240726,0.0003683984,0.03456824,0.0009223728,0.001353418,0.04465609,0.009768873,0.2199512],"study_design_scores_gemma":[0.00001406874,0.0001351804,0.9079288,0.0007085884,0.00001892999,0.000298294,0.01460594,0.0006902518,0.0005409902,0.001337929,0.07368303,0.00003808903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361318,0.00188998,0.003256093,0.005191589,0.00008146271,0.0002120218,0.001168765,0.0001239861,0.05194429],"genre_scores_gemma":[0.9928076,0.0008586155,0.002711181,0.0002436817,0.00001942988,0.00006472192,0.0003865008,0.00001983881,0.00288853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04060145,"threshold_uncertainty_score":0.08073026,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001020486,0.0002308886,0.0002519678,0.00098158,0.001227725,0.0006697704,0.0007290328,0.0006160171,0.002652618],"category_scores_gemma":[0.007599149,0.0003352242,0.0003238194,0.000607759,0.002976096,0.001123327,0.002031662,0.0009806639,0.0001994566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009240597,"about_ca_system_score_gemma":0.0008835647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004054992,"about_ca_topic_score_gemma":0.008105361,"domain_scores_codex":[0.9976846,0.0006648097,0.0001370463,0.0006782775,0.0005992173,0.0002361149],"domain_scores_gemma":[0.9952883,0.001610302,0.001529745,0.0007695154,0.0003815329,0.0004206329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002514168,0.0002966084,0.7841859,0.0003537498,0.00008907897,0.01373892,0.06621031,0.0003521549,0.01375222,0.02578729,0.002708527,0.09227377],"study_design_scores_gemma":[0.00001180053,0.0004002449,0.8925399,0.0002191335,0.00005222408,0.0512108,0.01692802,0.0005104733,0.002170302,0.01065872,0.02521791,0.00008045074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826246,0.001548967,0.004703393,0.0007483491,0.00004519225,0.00004069365,0.0001402485,0.00007629004,0.01007227],"genre_scores_gemma":[0.9962428,0.000368082,0.002346295,0.0001256522,0.00002596297,0.00003505094,0.00007420793,0.00001837464,0.0007636494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004054992,"threshold_uncertainty_score":0.00887388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410509124","doi":"10.17161/jomr.v11i1.23736","title":"<b>Mortarboard Review: Montessori-Related Dissertations, 2024</b>","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007438347,0.000450346,0.0005853547,0.003733659,0.002055547,0.005324677,0.0007337081,0.001668494,0.07817132],"category_scores_gemma":[0.02872539,0.0003818348,0.0004888086,0.004198897,0.001083223,0.00203419,0.001444369,0.001482502,0.02105033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006558328,"about_ca_system_score_gemma":0.01365264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01473327,"about_ca_topic_score_gemma":0.04343728,"domain_scores_codex":[0.9970995,0.0006992699,0.0003119505,0.0002868398,0.001415106,0.0001874786],"domain_scores_gemma":[0.9829448,0.003290172,0.002071097,0.001182206,0.008997661,0.001514205],"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":[0.00003262812,0.000009180847,0.0002245195,0.001007308,0.00000931276,0.00004985648,0.0002148143,0.00001637884,0.000368644,0.002503469,0.9397738,0.05579013],"study_design_scores_gemma":[0.00001167805,0.00001029766,0.00225604,0.00184623,0.000009488659,0.0000642972,0.0002532418,0.00002380068,0.0001821876,0.0005249038,0.9948096,0.000008211045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006789922,0.3725453,0.002437574,0.2336142,0.1189419,0.001334939,0.006004582,0.000745604,0.257586],"genre_scores_gemma":[0.04291914,0.2465137,0.008202039,0.03002616,0.03687462,0.001622822,0.003948981,0.0005355458,0.629357],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07817132,"threshold_uncertainty_score":0.2615091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}