{"meta":{"query_hash":"d55dbe7fb6fc","filters":{"venue":"44th Biennial Convention (28 October - 01 November 2017)"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/d55dbe7fb6fc","api":"https://metacan.xera.ac/api/v1/cohort?venue=44th+Biennial+Convention+%2828+October+-+01+November+2017%29"},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Learning Partnership","funders":"","keywords":"Health care; Business; Computer science; Political science","score_opus":0.06309712757152242,"score_gpt":0.3671435667228542,"score_spread":0.3040464391513318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725245257","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10202036,0.0017004125,0.049533084,0.48903632,0.017509587,0.0073545584,0.002045119,0.0020092162,0.32879132],"genre_scores_gemma":[0.39068493,0.001955965,0.079403,0.20856194,0.0030997915,0.006075363,0.002306555,0.0004754172,0.30743697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992222,0.0023681335,0.00033283242,0.00062879646,0.0014144009,0.0030338136],"domain_scores_gemma":[0.95798665,0.0025465048,0.0010747296,0.0015297437,0.0047588074,0.03210359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01610307,0.0004985423,0.0003367932,0.0013629529,0.00425002,0.004756994,0.0028117972,0.0041409563,0.036359478],"category_scores_gemma":[0.022608833,0.00049132056,0.0008171705,0.0009402152,0.0015512035,0.0031769352,0.013438555,0.0060425284,0.0058043343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023485173,0.0029838833,0.034034528,0.0007728839,0.000064808504,0.001046118,0.002688369,0.0018178205,0.004205084,0.05296697,0.48465884,0.41452584],"study_design_scores_gemma":[0.0002253976,0.00059568306,0.04207662,0.00063200097,0.00003624933,0.0005933817,0.0053042197,0.0018314677,0.0015689062,0.015093056,0.9319821,0.00006104944],"about_ca_topic_score_codex":0.023580935,"about_ca_topic_score_gemma":0.06621521,"teacher_disagreement_score":0.036359478,"about_ca_system_score_codex":0.0070152557,"about_ca_system_score_gemma":0.1041619,"threshold_uncertainty_score":0.1216346},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Covenant Health","funders":"","keywords":"Public relations; Political science; Business; Sociology; Engineering ethics; Internet privacy; Computer science; Engineering","score_opus":0.09688003877366437,"score_gpt":0.36345885781833176,"score_spread":0.2665788190446674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731065298","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.091342635,0.0038370988,0.022044482,0.55790293,0.04083,0.0010257935,0.0001549795,0.0012205101,0.28164154],"genre_scores_gemma":[0.55051774,0.00570138,0.03913297,0.057917837,0.011102504,0.0015674833,0.00053526135,0.0005716017,0.3329533],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928839,0.0035722398,0.00016457953,0.00040516627,0.0012786204,0.0016954647],"domain_scores_gemma":[0.976834,0.0011760182,0.0008581578,0.0003992919,0.0017546368,0.018977942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018073546,0.0008181175,0.00032529503,0.0012583379,0.0146833435,0.016412644,0.0016195015,0.0052945395,0.028885977],"category_scores_gemma":[0.014575242,0.0004468006,0.00044646303,0.000613936,0.004328842,0.007149156,0.02205057,0.010773454,0.011457606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006768402,0.00088318926,0.010314132,0.00027638543,0.000015847152,0.00036817085,0.054571856,0.0001328973,0.0025312353,0.040923078,0.64131236,0.24860314],"study_design_scores_gemma":[0.000043366945,0.00032451656,0.006517048,0.0005159319,0.000014125504,0.00018910893,0.05797561,0.00031047303,0.0010250781,0.018296,0.9147434,0.000045290675],"about_ca_topic_score_codex":0.0010208319,"about_ca_topic_score_gemma":0.0085537,"teacher_disagreement_score":0.028885977,"about_ca_system_score_codex":0.0019639959,"about_ca_system_score_gemma":0.019070923,"threshold_uncertainty_score":0.096633255},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Workforce; Nursing; Nurse Administrator; Medicine; Business; MEDLINE; Political science","score_opus":0.05771491426226675,"score_gpt":0.3816360883076072,"score_spread":0.32392117404534043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738778876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66468036,0.003250986,0.0028471719,0.17683275,0.0041245795,0.00019422348,0.000046682235,0.00009721306,0.14792599],"genre_scores_gemma":[0.97008026,0.00078848493,0.0013887251,0.012321682,0.0001379909,0.00011137265,0.000018348685,0.000026225842,0.015127011],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9769791,0.014915018,0.0005784173,0.00054886343,0.0026068937,0.0043718624],"domain_scores_gemma":[0.95883155,0.0058649234,0.0021370796,0.0004077352,0.004554855,0.028203886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025915563,0.00034414034,0.00022834507,0.00085523666,0.020023197,0.011062981,0.0013965685,0.0025224295,0.0067747775],"category_scores_gemma":[0.03136722,0.00052585016,0.00029422858,0.0003804818,0.005759026,0.0035187306,0.010926635,0.005822747,0.0011164752],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028294369,0.0008427891,0.08993167,0.0003007454,0.00005838455,0.0021071322,0.6509959,0.00042436292,0.0037367113,0.027662968,0.103078805,0.12057761],"study_design_scores_gemma":[0.000056508637,0.0002772586,0.030033674,0.00063963747,0.000015541389,0.0005620029,0.8550807,0.00025449085,0.0005842206,0.004084305,0.10833809,0.000073520256],"about_ca_topic_score_codex":0.013469405,"about_ca_topic_score_gemma":0.045629438,"teacher_disagreement_score":0.025915563,"about_ca_system_score_codex":0.0069966796,"about_ca_system_score_gemma":0.03485724,"threshold_uncertainty_score":0.13705623},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Learning Partnership","funders":"","keywords":"Hourglass; Computer science; Engineering; Engineering drawing; History","score_opus":0.023197604450511066,"score_gpt":0.28068891026798787,"score_spread":0.2574913058174768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739017635","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026387822,0.0010170634,0.799828,0.011546258,0.0014546833,0.0018508999,0.00038966132,0.009343189,0.14818245],"genre_scores_gemma":[0.22323556,0.0011153648,0.64637727,0.0029990035,0.0003142963,0.0018318857,0.0006137061,0.0014604725,0.122052394],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99072623,0.0042156405,0.0002781033,0.0014710263,0.002266785,0.001042206],"domain_scores_gemma":[0.9889944,0.002570108,0.0010145319,0.0026452714,0.0024326844,0.0023429717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007532512,0.0010567317,0.0006502278,0.0028979792,0.0044368394,0.009664026,0.003555569,0.0019403306,0.026531942],"category_scores_gemma":[0.010653627,0.0012072093,0.00075166044,0.0021067164,0.0033381237,0.0048972936,0.0071274424,0.003109165,0.0052904454],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018679531,0.0014725821,0.002253718,0.0003804016,0.00009122884,0.0002075823,0.0061966986,0.0073892935,0.0046205046,0.114195675,0.07955934,0.7834461],"study_design_scores_gemma":[0.00022667383,0.0011147205,0.008761554,0.00071988796,0.00010946313,0.00030598414,0.013757993,0.024384625,0.010435243,0.15489212,0.78507817,0.00021354597],"about_ca_topic_score_codex":0.017498003,"about_ca_topic_score_gemma":0.036797605,"teacher_disagreement_score":0.026531942,"about_ca_system_score_codex":0.0062327883,"about_ca_system_score_gemma":0.015269465,"threshold_uncertainty_score":0.08875817},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Best practice; Public relations; Medical education; Nursing; Political science; Business; Medicine","score_opus":0.14044166638107164,"score_gpt":0.403906665123072,"score_spread":0.26346499874200036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739062610","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05090324,0.02583359,0.011743856,0.78552425,0.012284929,0.00037825142,0.00008669547,0.00027332717,0.11297184],"genre_scores_gemma":[0.8333857,0.024329271,0.028217591,0.07775065,0.0021809582,0.002334719,0.00019369977,0.00037059197,0.031236837],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.88178957,0.09731641,0.0028061974,0.0032199146,0.0061333505,0.008734499],"domain_scores_gemma":[0.9288493,0.029040495,0.0034685044,0.0035123085,0.0063168756,0.028812436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.084566705,0.000884249,0.0012777306,0.0024031126,0.0349825,0.031142103,0.0051190737,0.013397078,0.017575672],"category_scores_gemma":[0.07220045,0.0013648942,0.0011003678,0.002489049,0.025898648,0.02562834,0.061414402,0.02418171,0.002897683],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014413298,0.0005888376,0.00887284,0.0010906932,0.0000808337,0.0011961352,0.51595813,0.00022303451,0.00029007715,0.08974147,0.13670292,0.24511093],"study_design_scores_gemma":[0.00006531479,0.00016338752,0.0032958777,0.0055807456,0.000040232557,0.0004684362,0.6797574,0.00020284865,0.0002873282,0.06021643,0.24981734,0.00010472919],"about_ca_topic_score_codex":0.011891966,"about_ca_topic_score_gemma":0.048255064,"teacher_disagreement_score":0.084566705,"about_ca_system_score_codex":0.015207255,"about_ca_system_score_gemma":0.08559301,"threshold_uncertainty_score":0.44723684},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Session (web analytics); Computer science; World Wide Web","score_opus":0.04266565039640167,"score_gpt":0.30088816403838486,"score_spread":0.2582225136419832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740331236","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016517018,0.0041316478,0.0036897105,0.13201131,0.52902824,0.0004688418,0.0015319057,0.0031145164,0.32437214],"genre_scores_gemma":[0.0031628346,0.00094925135,0.00069531414,0.016195072,0.05254422,0.00018894336,0.0008332351,0.00084945734,0.9245817],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793494,0.00027516362,0.00006775069,0.00035005456,0.0008514516,0.00052065065],"domain_scores_gemma":[0.9934656,0.0003914869,0.00014960377,0.00031857053,0.0018289014,0.0038458435],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00338859,0.0018689716,0.0012782229,0.0012714408,0.004758268,0.010192392,0.0018157656,0.0072407564,0.35493025],"category_scores_gemma":[0.006398899,0.0005934867,0.0011812014,0.0007278412,0.0010779034,0.0040466166,0.007121918,0.008590788,0.29409802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022230692,0.000017969036,0.00003731532,0.000016553693,9.031345e-7,0.000018546189,0.000017659908,0.00000956964,0.00010580081,0.00047912746,0.99254954,0.0067247828],"study_design_scores_gemma":[0.000008160203,0.000026746939,0.00027462884,0.00003643246,0.000001737613,0.00003074845,0.00008266514,0.000039095044,0.000074512485,0.000746184,0.9986719,0.000007247142],"about_ca_topic_score_codex":0.0013311197,"about_ca_topic_score_gemma":0.0054699983,"teacher_disagreement_score":0.35493025,"about_ca_system_score_codex":0.0016907034,"about_ca_system_score_gemma":0.003940895,"threshold_uncertainty_score":0.9201137},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Interprofessional education; Nursing; Medicine; Medical education; Health care; Psychology; Political science","score_opus":0.0921902649119502,"score_gpt":0.5340584648922809,"score_spread":0.4418681999803307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744477285","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050600045,0.016255233,0.031818513,0.90107834,0.0067719514,0.0036732832,0.0001244913,0.00027493457,0.034943186],"genre_scores_gemma":[0.21763039,0.031651247,0.41340342,0.30982086,0.0038216023,0.012528743,0.00031427055,0.00036304543,0.010466489],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.49257115,0.37677804,0.06231807,0.011011997,0.043348644,0.013972047],"domain_scores_gemma":[0.20658989,0.6127555,0.030269163,0.025584104,0.08407648,0.040724795],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.5396745,0.0023260787,0.0028829146,0.017444136,0.020388983,0.05634481,0.01229185,0.037540376,0.017380118],"category_scores_gemma":[0.6671963,0.0032094899,0.0035345156,0.009891061,0.019765079,0.05670498,0.08143545,0.04082071,0.003670744],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002752416,0.00095413823,0.008962418,0.016151967,0.0005083062,0.0011367151,0.026264137,0.0011150538,0.0006789743,0.1265385,0.1142933,0.7031213],"study_design_scores_gemma":[0.00082117994,0.0011070425,0.011760714,0.13890503,0.0008987472,0.0007696111,0.08724108,0.0027308003,0.0022707977,0.40086192,0.35207832,0.00055474706],"about_ca_topic_score_codex":0.0099052815,"about_ca_topic_score_gemma":0.03794906,"teacher_disagreement_score":0.5396745,"about_ca_system_score_codex":0.028397774,"about_ca_system_score_gemma":0.25113213,"threshold_uncertainty_score":0.5676633},"labels":[],"label_agreement":null}]}