{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"68be16a8cb78","filters":{"venue":"Occasional Paper Series"}},"results":[{"id":"W2520931543","doi":"10.58295/2375-3668.1040","title":"Mapping the Social Across Lived Experiences: Relational Geographies and After-School Time","year":2016,"lang":"en","type":"article","venue":"Occasional Paper Series","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Lived experience; Sociology; Key (lock); Space (punctuation); Frame (networking); Psychology; Computer science","authors":[{"name":"Louai Rahal","is_ca":true},{"name":"Jennifer A. Vadeboncoeur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02798175076509691,"gpt":0.2767463166016962,"spread":0.2487645658365993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005738398,0.0001279391,0.0001326405,0.00003273389,0.00272526,0.0001304382,0.0001753073,0.0001232223,0.003427411],"category_scores_gemma":[0.0001937997,0.00007641299,0.00007752738,0.0002353047,0.001538686,0.000761342,0.0001197271,0.0000817915,0.0001513052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003904437,"about_ca_system_score_gemma":0.0001830953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009996566,"about_ca_topic_score_gemma":0.0004420214,"domain_scores_codex":[0.9985619,0.0001300336,0.0002005703,0.0002257708,0.0005144204,0.0003673516],"domain_scores_gemma":[0.9994703,0.0001874266,0.00006965169,0.00006989231,0.00009128873,0.0001114547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001117532,0.00002293012,0.3667107,0.000004624207,0.00004738976,0.00001130065,0.613345,2.462503e-8,0.000529558,0.01165538,0.003039129,0.004522283],"study_design_scores_gemma":[0.0001401768,0.000009962951,0.7322145,0.00002051385,0.000003145712,0.00000184765,0.09481873,6.516559e-8,0.000007890647,0.002134538,0.1704905,0.0001581308],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795918,0.0001801887,0.000007265869,0.01095434,0.0002353503,0.000139226,0.0000149428,0.00006448136,0.008812368],"genre_scores_gemma":[0.9804087,0.0001604169,0.0001749504,0.0005419293,0.0005454174,0.0001084241,0.000005055318,0.000008882305,0.01804625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5185262,"threshold_uncertainty_score":0.9985731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389197693","doi":"10.58295/2375-3668.1499","title":"Arboreal Methodologies: Getting Lost to Explore the Potential of the Non-innocence of Nature","year":2023,"lang":"en","type":"article","venue":"Occasional Paper Series","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wonder; Innocence; Arboreal locomotion; Embodied cognition; Praxis; Situated; Materialism; Aesthetics; Environmental ethics; Situationism; Metis; Sociology; History; Epistemology; Psychology; Ecology; Psychoanalysis; Art; Philosophy","authors":[{"name":"Jayne Osgood","is_ca":false},{"name":"Suzanne Axelsson","is_ca":false},{"name":"Tamsin Cavaliero","is_ca":false},{"name":"Máire Hanniffy","is_ca":false},{"name":"Susan McDonnell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05662338879676948,"gpt":0.3650387348036372,"spread":0.3084153460068678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007457949,0.0001062202,0.0001586316,0.00008999879,0.0006997618,0.00003747214,0.0007458903,0.0001105372,0.0002326639],"category_scores_gemma":[0.001447535,0.00006266136,0.0001760733,0.0009497135,0.0008488579,0.0002908953,0.0003589216,0.0003114406,0.00002363904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001467927,"about_ca_system_score_gemma":0.00009650579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000638145,"about_ca_topic_score_gemma":0.003896235,"domain_scores_codex":[0.9985199,0.0002369583,0.0002416943,0.0001876307,0.000556869,0.0002569689],"domain_scores_gemma":[0.9986215,0.000656934,0.0001479734,0.0002826704,0.0002471879,0.00004376369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008964173,0.0002199088,0.03437106,0.0001735284,0.0004369567,0.00003518616,0.151453,0.0023864,0.4532963,0.2260131,0.1272762,0.00344197],"study_design_scores_gemma":[0.00009521459,0.0001145019,0.7283704,0.000114132,0.00003723451,0.000005441216,0.2186835,0.000008094779,0.0058743,0.01331395,0.03320128,0.0001819725],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618288,0.00008749854,0.000004417634,0.02819912,0.001033104,0.0002557478,0.00004680526,0.00004743071,0.008497094],"genre_scores_gemma":[0.9968073,0.00008939512,0.00122236,0.0004720255,0.0001893602,0.000018225,0.00000351209,0.000009243702,0.001188563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6939993,"threshold_uncertainty_score":0.5382073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3167703320","doi":"10.58295/2375-3668.1432","title":"Welcoming Narratives in Education: A Tribute to the Life Work of Jonathan Silin","year":2021,"lang":"en","type":"article","venue":"Occasional Paper Series","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Tribute; Narrative; Work (physics); Sociology; Art history; Media studies; History; Art; Literature; Engineering","authors":[{"name":"Lisa Farley","is_ca":true},{"name":"Gail Boldt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01809199653953562,"gpt":0.3443008228180773,"spread":0.3262088262785416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006580368,0.00007295628,0.0001249295,0.0000400076,0.0002905431,0.00004778631,0.0001929059,0.00005099856,0.001083592],"category_scores_gemma":[0.003062829,0.00006043483,0.00004543221,0.0007185763,0.0002535838,0.0002606364,0.0000587152,0.0001149052,0.00004022237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006153195,"about_ca_system_score_gemma":0.001386096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009556115,"about_ca_topic_score_gemma":0.007239435,"domain_scores_codex":[0.9987544,0.0003831207,0.0002140188,0.0001686061,0.000298825,0.000180967],"domain_scores_gemma":[0.9989128,0.0005450167,0.00003846034,0.0001738591,0.0002171453,0.0001127692],"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":[0.0001593348,0.0004285539,0.004431945,0.00001973557,0.00001595324,0.000003351045,0.2600854,0.00005162133,0.00363257,0.7128546,0.008966406,0.009350603],"study_design_scores_gemma":[0.00007665585,0.00002185725,0.04992899,0.000113037,0.000005847997,0.000002130119,0.420241,2.345347e-7,0.0007084288,0.04671632,0.4820695,0.0001159454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7396538,0.001002822,0.000008437087,0.2516311,0.0008075111,0.0001390413,0.000005891432,0.00001196231,0.00673949],"genre_scores_gemma":[0.9907839,0.00005967363,0.001218311,0.001659243,0.0004155107,0.00005125917,0.000008043152,0.000006314961,0.005797782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6661382,"threshold_uncertainty_score":0.9998295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416353640","doi":"10.58295/2375-3668.1564","title":"An Indigenous Feminist Reading Praxis for Imagining Anti-Colonial Futurities: Honouring the Spirit and Intent of Katherena Vermette’s Writings","year":2025,"lang":"en","type":"article","venue":"Occasional Paper Series","topic":"Indigenous Health, Education, and Rights","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":"University of Toronto","funders":"","keywords":"Praxis; Indigenous; Reading (process); Witness; Empathy; Power (physics); Economic Justice; Ethnography","authors":[{"name":"Jennifer Brant","is_ca":true},{"name":"Jeff Rice","is_ca":true},{"name":"Gayatri Thakor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01025218316763058,"gpt":0.3093999713564737,"spread":0.2991477881888431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009713054,0.0001327064,0.0002139967,0.00008877282,0.006402642,0.0001434271,0.0002602989,0.00009977068,0.00003801257],"category_scores_gemma":[0.00003329247,0.00009812466,0.0000605393,0.0001712074,0.000644343,0.0003957423,0.000007370391,0.0001397294,0.000001260932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009453469,"about_ca_system_score_gemma":0.003534166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02319672,"about_ca_topic_score_gemma":0.138381,"domain_scores_codex":[0.9986832,0.0001289103,0.0003162144,0.000252026,0.0002202787,0.0003993454],"domain_scores_gemma":[0.9990714,0.0003445177,0.0001419751,0.0001647639,0.0001985978,0.00007878522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008682525,0.0001316428,0.00877871,0.0001961363,0.00003716754,0.000001936071,0.6771968,0.000001714279,0.0003916635,0.3117016,0.0002042113,0.00127158],"study_design_scores_gemma":[0.0002908897,0.0002109205,0.02442298,0.0002224173,0.00003694278,0.00001080107,0.1163018,0.000003803121,0.001038333,0.005467573,0.8517882,0.0002052511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757323,0.0005096403,0.00001401735,0.002770129,0.00068063,0.0006705018,0.0000362099,0.0000406609,0.01954587],"genre_scores_gemma":[0.9941087,0.001126688,0.0009053351,0.0003475905,0.0006355846,0.0000247354,0.00001391875,0.00001364387,0.002823766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.851584,"threshold_uncertainty_score":0.9948909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160106480","doi":"10.58295/2375-3668.1431","title":"Relationships at the Core: A Story of Jonathan Silin","year":2021,"lang":"en","type":"article","venue":"Occasional Paper Series","topic":"Early Childhood Education and Development","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":"York University","funders":"","keywords":"Tribute; Human sexuality; Core (optical fiber); Curriculum; Core curriculum; Sociology; Psychology; Gender studies; Media studies; Pedagogy; Art; Art history; Engineering","authors":[{"name":"Lisa Farley","is_ca":true},{"name":"Gail Boldt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05053549725392852,"gpt":0.2990285607067959,"spread":0.2484930634528674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006752301,0.0000537643,0.00007123875,0.0000178262,0.001152729,0.00002037065,0.0001024165,0.00005291671,0.002663072],"category_scores_gemma":[0.0008581341,0.00004099989,0.00004756989,0.0002071067,0.0002799064,0.0001567602,0.00005833208,0.0001617006,0.000117408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000665633,"about_ca_system_score_gemma":0.001101371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007525799,"about_ca_topic_score_gemma":0.006550555,"domain_scores_codex":[0.9989914,0.0002955284,0.0001292172,0.0001204249,0.0003484291,0.0001150011],"domain_scores_gemma":[0.999155,0.0004314728,0.00005461288,0.0001393884,0.0001538779,0.00006565014],"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":[0.00004994029,0.0001609426,0.1785003,0.00001541634,0.00005633819,0.00000973356,0.152952,0.00002395625,0.003445989,0.5363936,0.1249225,0.003469169],"study_design_scores_gemma":[0.0000523633,0.00000553356,0.4629686,0.0000101644,0.000003816966,0.000004014648,0.01681576,1.091667e-7,0.0002937251,0.003313553,0.5164804,0.00005190273],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9080741,0.001704323,0.000002031487,0.03706535,0.0006162053,0.00009292304,0.00001099939,0.00002677123,0.05240728],"genre_scores_gemma":[0.9202528,0.0002073394,0.0006015033,0.0007968167,0.0001344821,0.000008694251,0.00002400107,0.000005302252,0.07796908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5330801,"threshold_uncertainty_score":0.9982486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376531905","doi":"10.58295/2375-3668.1324","title":"Toward a More Loving Framework for Literacy Education","year":2019,"lang":"en","type":"article","venue":"Occasional Paper Series","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Literacy; Pedagogy; Sociology; Psychology; Mathematics education; Computer science","authors":[{"name":"Madeleine R. Grumet","is_ca":false},{"name":"Alice J. Pitt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02372669789254025,"gpt":0.2819540258914867,"spread":0.2582273279989464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008709677,0.0001415174,0.000140848,0.00006806047,0.0002126099,0.0003202424,0.0001243989,0.00005786563,0.004743756],"category_scores_gemma":[0.0001115968,0.0001179375,0.00008886226,0.00003220202,0.00007446043,0.001389418,0.00002514366,0.0001098259,0.0003423466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003433502,"about_ca_system_score_gemma":0.0002312406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005189642,"about_ca_topic_score_gemma":0.00001968165,"domain_scores_codex":[0.9991795,0.0000170982,0.0002027932,0.0002300768,0.0001664694,0.0002040056],"domain_scores_gemma":[0.9992175,0.0001983179,0.00007648867,0.0002060018,0.0002322516,0.00006950649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009494718,0.0001376966,0.002250503,0.000231972,0.00001933575,3.362983e-7,0.5112865,0.000001215619,0.00005327243,0.4625898,0.01355512,0.0097793],"study_design_scores_gemma":[0.0001323885,0.00008997244,0.005863343,0.0002173012,0.00001686099,0.000007034478,0.0760595,0.00001128248,0.00006680928,0.07114553,0.8461705,0.0002194534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759446,0.0008239462,0.00005969363,0.006409628,0.00837609,0.0004240798,0.00005699079,0.00007808042,0.007826896],"genre_scores_gemma":[0.9549885,0.00002753506,0.004784268,0.003615325,0.003866166,0.0001259839,0.0002609549,0.00002713326,0.03230417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8326154,"threshold_uncertainty_score":0.9961661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}