{"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":"ab9b1f12a526","filters":{"venue":"Journal of Public Pedagogies"}},"results":[{"id":"W2990519873","doi":"10.15209/jpp.1187","title":"‘Why Do You Need to Know That?’ Slipstream Movements and Mapping ‘Otherwise’ in Tkaronto","year":2019,"lang":"en","type":"article","venue":"Journal of Public Pedagogies","topic":"Anthropological Studies and Insights","field":"Social Sciences","cited_by":7,"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":"Indigenous; Storytelling; Futurist; Sociology; Visual arts; History; Social science; Art; Narrative; Literature","authors":[{"name":"Karyn Recollet","is_ca":true},{"name":"Jon Johnson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08539179946144611,"gpt":0.354407128805058,"spread":0.2690153293436119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001186952,0.0003682644,0.0002565308,0.0006242697,0.008930199,0.0046829,0.0007245816,0.001120369,0.006061321],"category_scores_gemma":[0.002280818,0.0001922297,0.0001614202,0.001029614,0.01266871,0.002924595,0.004846612,0.001783052,0.0003869281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01037439,"about_ca_system_score_gemma":0.006473517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2232955,"about_ca_topic_score_gemma":0.5175688,"domain_scores_codex":[0.998906,0.0005340971,0.00002597257,0.0001074391,0.0001024912,0.0003239265],"domain_scores_gemma":[0.9990926,0.0003947331,0.0001260029,0.00006567359,0.0000729485,0.0002481629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002322286,0.000005636587,0.002013796,0.00005214391,0.000002669247,0.0008229254,0.9754847,0.00006882937,0.0004938308,0.01361979,0.001521463,0.005891096],"study_design_scores_gemma":[0.000001870926,0.000009776268,0.003560648,0.00009923903,0.000003205972,0.0001852765,0.9505884,0.00008376944,0.0001541898,0.001929976,0.04337584,0.000007806475],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8966069,0.001051126,0.003083603,0.007668031,0.0001623361,0.00006977122,0.0001346857,0.00004504502,0.09117848],"genre_scores_gemma":[0.9875914,0.0002804941,0.0006331871,0.0001845987,0.000008089967,0.00002225303,0.00004404675,0.00002305563,0.01121296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7767045,"threshold_uncertainty_score":0.4439915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2989902285","doi":"10.15209/jpp.1177","title":"Cripistemologies in the City: 'Walking-Together' as Sense-Making","year":2019,"lang":"en","type":"article","venue":"Journal of Public Pedagogies","topic":"Samuel Beckett and Modernism","field":"Arts and Humanities","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 Guelph; York University; Toronto Metropolitan University","funders":"","keywords":"Performative utterance; Blindness; Narrative; Aesthetics; Visual arts; The arts; Mode (computer interface); Point (geometry); Sociology; Sense of place; Art; Literature; Social science; Computer science","authors":[{"name":"Eliza Chandle","is_ca":true},{"name":"Megan Johnson","is_ca":true},{"name":"Becky Gold","is_ca":true},{"name":"Carla Rice","is_ca":true},{"name":"Alex Bulmer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2200320232576865,"gpt":0.3497969221688434,"spread":0.1297648989111569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004329884,0.0008373249,0.000474967,0.002669848,0.01726553,0.01531947,0.001435716,0.003148596,0.006377392],"category_scores_gemma":[0.004189996,0.0003729871,0.0004892432,0.002177544,0.1013288,0.01403299,0.01336969,0.00470783,0.000692067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005696053,"about_ca_system_score_gemma":0.00423967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00753663,"about_ca_topic_score_gemma":0.01256504,"domain_scores_codex":[0.9958138,0.002892502,0.00007940454,0.0003423566,0.0004604753,0.0004114285],"domain_scores_gemma":[0.9976779,0.001182234,0.0002023634,0.0003512371,0.0001608101,0.0004256248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000157089,0.00001414827,0.000394822,0.00007588361,0.000004801662,0.000254071,0.4237456,0.000131252,0.0002290206,0.5668632,0.001949637,0.006321736],"study_design_scores_gemma":[0.00001327938,0.00003481755,0.0008683287,0.0003636599,0.00001219589,0.0004557827,0.4910747,0.0003091722,0.0005138456,0.2475991,0.2587232,0.00003190985],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1810311,0.008971172,0.04732484,0.02500026,0.0008332466,0.0001133366,0.00007478586,0.0002142623,0.7364371],"genre_scores_gemma":[0.9822783,0.001352483,0.0033982,0.0007829563,0.0000781818,0.00006585396,0.00001828733,0.0000811862,0.01194444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01726553,"threshold_uncertainty_score":0.04132801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990287487","doi":"10.15209/jpp.1182","title":"SaltWalks: Vancouver, Nanaimo, Toronto","year":2019,"lang":"en","type":"article","venue":"Journal of Public Pedagogies","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological 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":"Emily Carr University of Art and Design","funders":"","keywords":"Salt (chemistry); Salt lake; Sea salt; Wine tasting; Celtic languages; Table (database); Archaeology; Geography; Art; Visual arts; Wine; Computer science; Geology; Chemistry; Meteorology; Geomorphology","authors":[{"name":"R. Cutler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03686162615607811,"gpt":0.2598783152115784,"spread":0.2230166890555003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002723142,0.0007639833,0.0004039996,0.0008748886,0.006949773,0.003667984,0.0007579008,0.0007396043,0.3391592],"category_scores_gemma":[0.000793077,0.0004181949,0.0001710632,0.003280314,0.0007684116,0.0006623041,0.001299695,0.0007889539,0.06374837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009436762,"about_ca_system_score_gemma":0.01858725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8597369,"about_ca_topic_score_gemma":0.9832039,"domain_scores_codex":[0.9996668,0.00002797165,0.00001329361,0.00006589358,0.0001548476,0.0000711769],"domain_scores_gemma":[0.9991442,0.00004035429,0.00003206071,0.00003558883,0.0004049174,0.0003428191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001293926,0.00004689163,0.005299887,0.0004955695,0.00001115994,0.0006656045,0.002591883,0.0003061372,0.001175458,0.003388129,0.8318146,0.1540753],"study_design_scores_gemma":[0.00000800935,0.00001182338,0.01651906,0.0001682951,0.00000339134,0.00007484871,0.002097762,0.0000637119,0.0001519318,0.0002119101,0.9806755,0.00001373779],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0237439,0.01570315,0.0009618784,0.004885613,0.001116091,0.0002040444,0.03146514,0.0008524737,0.9210678],"genre_scores_gemma":[0.02416606,0.004409885,0.0007174931,0.0001634397,0.00004727281,0.00005354999,0.003081566,0.0002416215,0.9671192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3391592,"threshold_uncertainty_score":0.9426092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991095893","doi":"10.15209/jpp.1175","title":"Being-in-the-Breathable: An Annotated Walk","year":2019,"lang":"en","type":"article","venue":"Journal of Public Pedagogies","topic":"Participatory Visual Research Methods","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":"NSCAD University","funders":"","keywords":"Embodied cognition; Visual arts; Event (particle physics); Happening; Architecture; Atmosphere (unit); History of art; Art; Aesthetics; Sociology; Art history; Computer science; Performance art; Geography","authors":[{"name":"Robert W. Bean","is_ca":true},{"name":"Barbara Lounder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6715952325309603,"gpt":0.64600532285115,"spread":0.02558990967981034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004271466,0.001293933,0.0006089142,0.002631484,0.01173808,0.005630436,0.001825375,0.0029307,0.0119053],"category_scores_gemma":[0.009942059,0.000394409,0.0005511842,0.002178683,0.01263812,0.00582548,0.008791952,0.003610885,0.002242004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003168455,"about_ca_system_score_gemma":0.002261607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004385813,"about_ca_topic_score_gemma":0.021399,"domain_scores_codex":[0.9944872,0.004068835,0.0001215604,0.0003884206,0.0006239437,0.0003100222],"domain_scores_gemma":[0.9937359,0.004460632,0.0002320674,0.0005834564,0.0004451149,0.0005428125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001398737,0.0001325214,0.0009857136,0.0006112116,0.00001204381,0.001522934,0.8332318,0.0004892105,0.002742717,0.05467338,0.05495473,0.05050384],"study_design_scores_gemma":[0.00001124257,0.00004366145,0.00119707,0.0007712363,0.000007872208,0.0005734526,0.3269349,0.0003009511,0.0008564942,0.01019051,0.6590629,0.0000497508],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3580668,0.008290854,0.1475292,0.02775678,0.006613334,0.002385319,0.003884036,0.002172901,0.4433006],"genre_scores_gemma":[0.8129081,0.00383574,0.07392071,0.002447215,0.0005799558,0.002393793,0.001883601,0.00213263,0.09989832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0119053,"threshold_uncertainty_score":0.03982717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}