{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"52fe8200733e","filters":{"venue":"INTED2012 Proceedings"}},"results":[{"id":"W32893151","doi":"10.1016/j.bjps.2020.08.018","title":"CONTINUING A TRADITION OF EXCELLENCE – LESSONS LEARNED FROM TEN YEARS OF PROVIDING A DOCTOR OF PHARMACY CURRICULUM IN A DISTANCE CAMPUS ENVIRONMENT","year":2012,"lang":"en","type":"article","venue":"INTED2012 Proceedings","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Excellence; Pharmacy; Curriculum; Medical education; Medicine; Pedagogy; Sociology; Family medicine; Political science","authors":[{"name":"Joseph Williams","is_ca":false},{"name":"Carol Motycka","is_ca":false},{"name":"Sven A. Normann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1576231519120704,"gpt":0.4321532119184283,"spread":0.2745300600063579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008706037,0.0002902862,0.001169539,0.0003525456,0.001310121,0.001170265,0.000928932,0.001564969,0.004425661],"category_scores_gemma":[0.01590171,0.0001733483,0.001156462,0.0005783458,0.0009270753,0.001227544,0.001586989,0.002622222,0.0003798152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601284,"about_ca_system_score_gemma":0.008258781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009345457,"about_ca_topic_score_gemma":0.02761082,"domain_scores_codex":[0.9952593,0.002416526,0.0004096035,0.0004650865,0.0009479352,0.0005015548],"domain_scores_gemma":[0.988815,0.002763446,0.001887629,0.0007056484,0.0008857143,0.004942535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0915363,0.05037053,0.0168573,0.007562239,0.002678201,0.0001039677,0.001153872,0.0009192002,0.001639158,0.00138727,0.00673755,0.8190544],"study_design_scores_gemma":[0.1705585,0.525835,0.2232091,0.009184591,0.004049086,0.000333567,0.002422818,0.001065457,0.002528686,0.002406871,0.05814986,0.0002565442],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559593,0.01787308,0.001918113,0.008939339,0.001441305,0.004743587,0.00032804,0.00008014012,0.008717124],"genre_scores_gemma":[0.9751559,0.006618603,0.008579271,0.004297456,0.0006987335,0.002033978,0.0002873249,0.00001751998,0.002311275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009345457,"threshold_uncertainty_score":0.04604244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W22451510","doi":"10.1177/1087054712438135","title":"QUESTIONNAIRE OF LEARNING, A PRACTICAL EXPERIENCE","year":2012,"lang":"en","type":"article","venue":"INTED2012 Proceedings","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Computer science","authors":[{"name":"J.Q. Cuador Gil","is_ca":false},{"name":"Juan A. Monsoriu","is_ca":false},{"name":"F. Giménez-Palomares","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04389301920621665,"gpt":0.417373725503405,"spread":0.3734807062971883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003665472,0.0005257257,0.0005449264,0.001679688,0.0005821785,0.0009010728,0.0005967592,0.0006624199,0.0160616],"category_scores_gemma":[0.01702703,0.0001661069,0.0006807671,0.0005909284,0.0008254593,0.0007525643,0.001645348,0.001661581,0.00379761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006074242,"about_ca_system_score_gemma":0.0007530133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008147024,"about_ca_topic_score_gemma":0.001350428,"domain_scores_codex":[0.9975768,0.0009155495,0.0002934497,0.0002102726,0.0007267591,0.0002771651],"domain_scores_gemma":[0.9851237,0.006900047,0.001109886,0.001344646,0.003550993,0.001970703],"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":[0.002134751,0.0102719,0.3590339,0.001312184,0.0002525588,0.001638342,0.04700444,0.004032429,0.03494958,0.006247974,0.06161289,0.471509],"study_design_scores_gemma":[0.000357058,0.009040016,0.7767635,0.0002316661,0.00009725166,0.001324048,0.02545273,0.003729206,0.01452166,0.00442063,0.1637211,0.0003410804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9358511,0.0002012964,0.008890104,0.0009843358,0.0004237809,0.002573966,0.004139214,0.0006102383,0.04632581],"genre_scores_gemma":[0.9214444,0.0003984477,0.01651168,0.0009202543,0.000166509,0.004487648,0.004087793,0.0001658907,0.05181725],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0160616,"threshold_uncertainty_score":0.05373144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W410150019","doi":"","title":"GLOBALIZATION AND EDUCATION IN CANADA: BUILDING UPON A STRONG ECONOMY AND SASKATCHEWAN’S RESPONSE TO THIS FAST-GROWING MARKET","year":2012,"lang":"en","type":"article","venue":"INTED2012 Proceedings","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Globalization; Economics; Economic growth; Business; Economy; Market economy","authors":[{"name":"Amusa TA","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01063200479890021,"gpt":0.2901647025407315,"spread":0.2795326977418313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001601508,0.0003699679,0.0003338238,0.001439616,0.01924459,0.01101492,0.001372954,0.003578546,0.0155526],"category_scores_gemma":[0.003866161,0.0003222945,0.0005523718,0.003003131,0.007240869,0.003032915,0.006334637,0.006645455,0.000536485],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1507015,"about_ca_system_score_gemma":0.3695011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965795,"about_ca_topic_score_gemma":0.9991837,"domain_scores_codex":[0.997124,0.0002963023,0.00004912077,0.0001701414,0.000808692,0.001551774],"domain_scores_gemma":[0.9936756,0.000544968,0.0002190946,0.0001059177,0.001589313,0.003865023],"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":[0.0002914907,0.00026313,0.06365473,0.0004360284,0.0001172988,0.002503861,0.03653287,0.002073358,0.001967641,0.3907101,0.3586066,0.1428428],"study_design_scores_gemma":[0.00006447527,0.00004184366,0.1059205,0.0005452063,0.00005097385,0.0002135611,0.06763113,0.0008216694,0.0005780254,0.01667769,0.8072472,0.0002077119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.207412,0.008759204,0.0009592148,0.5942531,0.001938904,0.00008241247,0.0007387474,0.0000711459,0.1857853],"genre_scores_gemma":[0.7963492,0.009166853,0.001702108,0.05650653,0.0002849625,0.0000481621,0.0002427561,0.00009269174,0.1356068],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1507015,"threshold_uncertainty_score":0.9850659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W161323614","doi":"","title":"BEHIND THE CHANGING MASKS A DIALOGUE BETWEEN A CANADIAN WOMAN OF INDIAN DESCENT TEACHING FRENCH AND A RUSSIAN MAN TEACHING JAPANESE IN CANADA","year":2012,"lang":"en","type":"article","venue":"INTED2012 Proceedings","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Descent (aeronautics); Medicine; Gender studies; History; Political science; Medical education; Psychology; Sociology; Geography","authors":[{"name":"A. Avdulov","is_ca":false},{"name":"Rohini Bannerjee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03321754986355429,"gpt":0.3473581375733183,"spread":0.3141405877097641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004352543,0.0006239821,0.0008378669,0.001006631,0.1357126,0.01619568,0.004110017,0.0172236,0.01023958],"category_scores_gemma":[0.009236088,0.0008016668,0.0006937959,0.001793209,0.03270312,0.004581765,0.008168119,0.0288078,0.000960184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1333661,"about_ca_system_score_gemma":0.2073597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9780731,"about_ca_topic_score_gemma":0.9899225,"domain_scores_codex":[0.9870824,0.003082932,0.0001472399,0.0008270273,0.001550407,0.007310082],"domain_scores_gemma":[0.9861689,0.002690018,0.0004745907,0.0001416172,0.001929555,0.008595419],"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":[0.0001525876,0.00006825962,0.003157055,0.00008631005,0.00002115365,0.004911237,0.8468057,0.0003513314,0.001675535,0.07850558,0.0554533,0.008811926],"study_design_scores_gemma":[0.00001135324,0.00002013932,0.002430504,0.0001214632,0.00001443308,0.0004871672,0.7825289,0.0001642604,0.0002887911,0.002176685,0.2116613,0.00009502684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.3324326,0.004531449,0.001263354,0.5360463,0.002756194,0.00007664109,0.0001529907,0.00007332923,0.1226671],"genre_scores_gemma":[0.8848339,0.001035038,0.000526298,0.04728328,0.0001973218,0.00003627999,0.00002850377,0.0001343463,0.06592497],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1357126,"threshold_uncertainty_score":0.9676434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W134141552","doi":"","title":"THE COMPARATIVE METHOD IN TEACHING OF LITERARY WORKS","year":2012,"lang":"en","type":"article","venue":"INTED2012 Proceedings","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Computer science; History; Linguistics; Philosophy","authors":[{"name":"Inês Maria Lopes Silva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06036134846637767,"gpt":0.4579931297035229,"spread":0.3976317812371453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010834,0.0006556929,0.0007897075,0.007734382,0.004823469,0.007603743,0.002410256,0.001349016,0.02143456],"category_scores_gemma":[0.01981448,0.0004411442,0.0005883432,0.007130869,0.01708405,0.008746819,0.006588889,0.002601219,0.001446534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005626575,"about_ca_system_score_gemma":0.003472644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002368327,"about_ca_topic_score_gemma":0.004595137,"domain_scores_codex":[0.9782777,0.01911002,0.0003076973,0.0007224067,0.001327115,0.00025511],"domain_scores_gemma":[0.9743938,0.02250693,0.0002950968,0.00161637,0.0008166882,0.0003710734],"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":[0.0001574842,0.0001058432,0.0008986664,0.0009943669,0.00003075361,0.0001509578,0.03997269,0.0003509266,0.001468793,0.7790298,0.005258772,0.1715808],"study_design_scores_gemma":[0.0001507971,0.000322033,0.006209228,0.00203785,0.00007125136,0.001222486,0.04571265,0.002362009,0.003473625,0.5385398,0.3998379,0.00006036003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.05468759,0.02019655,0.1943465,0.005323827,0.001244914,0.0005485288,0.0001891901,0.0002235864,0.7232393],"genre_scores_gemma":[0.7680715,0.008096753,0.1652613,0.0006030625,0.0005707683,0.001416691,0.0001970048,0.0004117434,0.05537109],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02143456,"threshold_uncertainty_score":0.07170582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}