{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"d55dbe7fb6fc","filters":{"venue":"44th Biennial Convention (28 October - 01 November 2017)"}},"results":[{"id":"W2725245257","doi":"","title":"Redeveloping a DNP Program to Meet Local to Global Healthcare Needs","year":2017,"lang":"en","type":"article","venue":"44th Biennial Convention (28 October - 01 November 2017)","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Learning Partnership","funders":"","keywords":"Health care; Business; Computer science; Political science","authors":[{"name":"Kerrie Downing","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06309712757152242,"gpt":0.3671435667228542,"spread":0.3040464391513318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01610307,0.0004985423,0.0003367932,0.001362953,0.00425002,0.004756994,0.002811797,0.004140956,0.03635948],"category_scores_gemma":[0.02260883,0.0004913206,0.0008171705,0.0009402152,0.001551204,0.003176935,0.01343856,0.006042528,0.005804334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007015256,"about_ca_system_score_gemma":0.1041619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02358093,"about_ca_topic_score_gemma":0.06621521,"domain_scores_codex":[0.992222,0.002368134,0.0003328324,0.0006287965,0.001414401,0.003033814],"domain_scores_gemma":[0.9579867,0.002546505,0.00107473,0.001529744,0.004758807,0.03210359],"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":[0.0002348517,0.002983883,0.03403453,0.0007728839,0.0000648085,0.001046118,0.002688369,0.00181782,0.004205084,0.05296697,0.4846588,0.4145258],"study_design_scores_gemma":[0.0002253976,0.0005956831,0.04207662,0.000632001,0.00003624933,0.0005933817,0.00530422,0.001831468,0.001568906,0.01509306,0.9319821,0.00006104944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1020204,0.001700412,0.04953308,0.4890363,0.01750959,0.007354558,0.002045119,0.002009216,0.3287913],"genre_scores_gemma":[0.3906849,0.001955965,0.079403,0.2085619,0.003099791,0.006075363,0.002306555,0.0004754172,0.307437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03635948,"threshold_uncertainty_score":0.1216346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2744477285","doi":"","title":"Leading Through Evidence: Strategies to Implement Interprofessional Education (IPE) in Nursing","year":2017,"lang":"en","type":"article","venue":"44th Biennial Convention (28 October - 01 November 2017)","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Interprofessional education; Nursing; Medicine; Medical education; Health care; Psychology; Political science","authors":[{"name":"Louise Racine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0921902649119502,"gpt":0.5340584648922809,"spread":0.4418681999803307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.5396745,0.002326079,0.002882915,0.01744414,0.02038898,0.05634481,0.01229185,0.03754038,0.01738012],"category_scores_gemma":[0.6671963,0.00320949,0.003534516,0.009891061,0.01976508,0.05670498,0.08143545,0.04082071,0.003670744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02839777,"about_ca_system_score_gemma":0.2511321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009905281,"about_ca_topic_score_gemma":0.03794906,"domain_scores_codex":[0.4925711,0.376778,0.06231807,0.011012,0.04334864,0.01397205],"domain_scores_gemma":[0.2065899,0.6127555,0.03026916,0.0255841,0.08407648,0.0407248],"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":[0.0002752416,0.0009541382,0.008962418,0.01615197,0.0005083062,0.001136715,0.02626414,0.001115054,0.0006789743,0.1265385,0.1142933,0.7031213],"study_design_scores_gemma":[0.0008211799,0.001107043,0.01176071,0.138905,0.0008987472,0.0007696111,0.08724108,0.0027308,0.002270798,0.4008619,0.3520783,0.0005547471],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005060005,0.01625523,0.03181851,0.9010783,0.006771951,0.003673283,0.0001244913,0.0002749346,0.03494319],"genre_scores_gemma":[0.2176304,0.03165125,0.4134034,0.3098209,0.003821602,0.01252874,0.0003142706,0.0003630454,0.01046649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5396745,"threshold_uncertainty_score":0.5676633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2739017635","doi":"","title":"An Hourglass Approach to Program Development and Curriculum Redesign","year":2017,"lang":"en","type":"article","venue":"44th Biennial Convention (28 October - 01 November 2017)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Learning Partnership","funders":"","keywords":"Hourglass; Computer science; Engineering; Engineering drawing; History","authors":[{"name":"Kerrie Downing","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02319760445051107,"gpt":0.2806889102679879,"spread":0.2574913058174768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007532512,0.001056732,0.0006502278,0.002897979,0.004436839,0.009664026,0.003555569,0.001940331,0.02653194],"category_scores_gemma":[0.01065363,0.001207209,0.0007516604,0.002106716,0.003338124,0.004897294,0.007127442,0.003109165,0.005290445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006232788,"about_ca_system_score_gemma":0.01526946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.017498,"about_ca_topic_score_gemma":0.03679761,"domain_scores_codex":[0.9907262,0.00421564,0.0002781033,0.001471026,0.002266785,0.001042206],"domain_scores_gemma":[0.9889944,0.002570108,0.001014532,0.002645271,0.002432684,0.002342972],"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":[0.0001867953,0.001472582,0.002253718,0.0003804016,0.00009122884,0.0002075823,0.006196699,0.007389294,0.004620505,0.1141957,0.07955934,0.7834461],"study_design_scores_gemma":[0.0002266738,0.00111472,0.008761554,0.000719888,0.0001094631,0.0003059841,0.01375799,0.02438463,0.01043524,0.1548921,0.7850782,0.000213546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02638782,0.001017063,0.799828,0.01154626,0.001454683,0.0018509,0.0003896613,0.009343189,0.1481825],"genre_scores_gemma":[0.2232356,0.001115365,0.6463773,0.002999004,0.0003142963,0.001831886,0.0006137061,0.001460472,0.1220524],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02653194,"threshold_uncertainty_score":0.08875817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738778876","doi":"","title":"Nurse Managers' Roles in Leading a Culturally Diverse Nursing Workforce","year":2017,"lang":"en","type":"article","venue":"44th Biennial Convention (28 October - 01 November 2017)","topic":"Cultural Competency in Health Care","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":"University of Saskatchewan","funders":"","keywords":"Workforce; Nursing; Nurse Administrator; Medicine; Business; MEDLINE; Political science","authors":[{"name":"Louise Racine","is_ca":true},{"name":"Linda M. Ferguson","is_ca":false},{"name":"Sonia Udod","is_ca":false},{"name":"Sithokozile Maposa","is_ca":false},{"name":"Susan Fowler‐Kerry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05771491426226675,"gpt":0.3816360883076072,"spread":0.3239211740453404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02591556,0.0003441403,0.0002283451,0.0008552367,0.0200232,0.01106298,0.001396568,0.002522429,0.006774778],"category_scores_gemma":[0.03136722,0.0005258502,0.0002942286,0.0003804818,0.005759026,0.003518731,0.01092664,0.005822747,0.001116475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00699668,"about_ca_system_score_gemma":0.03485724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0134694,"about_ca_topic_score_gemma":0.04562944,"domain_scores_codex":[0.9769791,0.01491502,0.0005784173,0.0005488634,0.002606894,0.004371862],"domain_scores_gemma":[0.9588315,0.005864923,0.00213708,0.0004077352,0.004554855,0.02820389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002829437,0.0008427891,0.08993167,0.0003007454,0.00005838455,0.002107132,0.6509959,0.0004243629,0.003736711,0.02766297,0.1030788,0.1205776],"study_design_scores_gemma":[0.00005650864,0.0002772586,0.03003367,0.0006396375,0.00001554139,0.0005620029,0.8550807,0.0002544908,0.0005842206,0.004084305,0.1083381,0.00007352026],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6646804,0.003250986,0.002847172,0.1768328,0.004124579,0.0001942235,0.00004668223,0.00009721306,0.147926],"genre_scores_gemma":[0.9700803,0.0007884849,0.001388725,0.01232168,0.0001379909,0.0001113726,0.00001834868,0.00002622584,0.01512701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02591556,"threshold_uncertainty_score":0.1370562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2740331236","doi":"","title":"SPECIAL SESSION: Inspired to Excel!","year":2017,"lang":"en","type":"article","venue":"44th Biennial Convention (28 October - 01 November 2017)","topic":"Spreadsheets and End-User Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Session (web analytics); Computer science; World Wide Web","authors":[{"name":"Irmajean Bajnok","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04266565039640167,"gpt":0.3008881640383849,"spread":0.2582225136419832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00338859,0.001868972,0.001278223,0.001271441,0.004758268,0.01019239,0.001815766,0.007240756,0.3549303],"category_scores_gemma":[0.006398899,0.0005934867,0.001181201,0.0007278412,0.001077903,0.004046617,0.007121918,0.008590788,0.294098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690703,"about_ca_system_score_gemma":0.003940895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133112,"about_ca_topic_score_gemma":0.005469998,"domain_scores_codex":[0.9979349,0.0002751636,0.00006775069,0.0003500546,0.0008514516,0.0005206506],"domain_scores_gemma":[0.9934656,0.0003914869,0.0001496038,0.0003185705,0.001828901,0.003845843],"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":[0.00002223069,0.00001796904,0.00003731532,0.00001655369,9.031345e-7,0.00001854619,0.00001765991,0.00000956964,0.0001058008,0.0004791275,0.9925495,0.006724783],"study_design_scores_gemma":[0.000008160203,0.00002674694,0.0002746288,0.00003643246,0.000001737613,0.00003074845,0.00008266514,0.00003909504,0.00007451249,0.000746184,0.9986719,0.000007247142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001651702,0.004131648,0.003689711,0.1320113,0.5290282,0.0004688418,0.001531906,0.003114516,0.3243721],"genre_scores_gemma":[0.003162835,0.0009492513,0.0006953141,0.01619507,0.05254422,0.0001889434,0.0008332351,0.0008494573,0.9245817],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3549303,"threshold_uncertainty_score":0.9201137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2731065298","doi":"","title":"Developing Future Leaders: Promoting Alumni Engagement to Connect the Past, Present, and Future","year":2017,"lang":"en","type":"article","venue":"44th Biennial Convention (28 October - 01 November 2017)","topic":"Service-Learning and Community Engagement","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":"Covenant Health","funders":"","keywords":"Public relations; Political science; Business; Sociology; Engineering ethics; Internet privacy; Computer science; Engineering","authors":[{"name":"Monica M. Kidder","is_ca":true},{"name":"LaNell Harrison","is_ca":false},{"name":"Susan Sportsman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09688003877366437,"gpt":0.3634588578183318,"spread":0.2665788190446674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01807355,0.0008181175,0.000325295,0.001258338,0.01468334,0.01641264,0.001619502,0.00529454,0.02888598],"category_scores_gemma":[0.01457524,0.0004468006,0.000446463,0.000613936,0.004328842,0.007149156,0.02205057,0.01077345,0.01145761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001963996,"about_ca_system_score_gemma":0.01907092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020832,"about_ca_topic_score_gemma":0.0085537,"domain_scores_codex":[0.9928839,0.00357224,0.0001645795,0.0004051663,0.00127862,0.001695465],"domain_scores_gemma":[0.976834,0.001176018,0.0008581578,0.0003992919,0.001754637,0.01897794],"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":[0.00006768402,0.0008831893,0.01031413,0.0002763854,0.00001584715,0.0003681708,0.05457186,0.0001328973,0.002531235,0.04092308,0.6413124,0.2486031],"study_design_scores_gemma":[0.00004336694,0.0003245166,0.006517048,0.0005159319,0.0000141255,0.0001891089,0.05797561,0.000310473,0.001025078,0.018296,0.9147434,0.00004529068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.09134264,0.003837099,0.02204448,0.5579029,0.04083,0.001025793,0.0001549795,0.00122051,0.2816415],"genre_scores_gemma":[0.5505177,0.00570138,0.03913297,0.05791784,0.0111025,0.001567483,0.0005352614,0.0005716017,0.3329533],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02888598,"threshold_uncertainty_score":0.09663326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2739062610","doi":"","title":"Nurses Leading the Way: Intersectoral Collaboration and Best Practices in Youth Engagement","year":2017,"lang":"en","type":"article","venue":"44th Biennial Convention (28 October - 01 November 2017)","topic":"Youth Development and Social Support","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":"Registered Nurses' Association of Ontario","funders":"","keywords":"Best practice; Public relations; Medical education; Nursing; Political science; Business; Medicine","authors":[{"name":"Valerie Grdisa","is_ca":true},{"name":"Heather McConnell","is_ca":false},{"name":"Sabrina Merali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1404416663810716,"gpt":0.403906665123072,"spread":0.2634649987420004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0845667,0.000884249,0.001277731,0.002403113,0.0349825,0.0311421,0.005119074,0.01339708,0.01757567],"category_scores_gemma":[0.07220045,0.001364894,0.001100368,0.002489049,0.02589865,0.02562834,0.0614144,0.02418171,0.002897683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01520726,"about_ca_system_score_gemma":0.08559301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189197,"about_ca_topic_score_gemma":0.04825506,"domain_scores_codex":[0.8817896,0.09731641,0.002806197,0.003219915,0.006133351,0.008734499],"domain_scores_gemma":[0.9288493,0.02904049,0.003468504,0.003512308,0.006316876,0.02881244],"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":[0.000144133,0.0005888376,0.00887284,0.001090693,0.0000808337,0.001196135,0.5159581,0.0002230345,0.0002900772,0.08974147,0.1367029,0.2451109],"study_design_scores_gemma":[0.00006531479,0.0001633875,0.003295878,0.005580746,0.00004023256,0.0004684362,0.6797574,0.0002028486,0.0002873282,0.06021643,0.2498173,0.0001047292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05090324,0.02583359,0.01174386,0.7855242,0.01228493,0.0003782514,0.00008669547,0.0002733272,0.1129718],"genre_scores_gemma":[0.8333857,0.02432927,0.02821759,0.07775065,0.002180958,0.002334719,0.0001936998,0.000370592,0.03123684],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0845667,"threshold_uncertainty_score":0.4472368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}