{"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25173163,0.0001769031,0.008998883,0.5293676,0.0116415825,0.004492314,0.00012265274,0.0010656537,0.19240274],"genre_scores_gemma":[0.8880316,0.000010800864,0.0012321771,0.104211785,0.0036320954,0.0003212568,0.00009536447,0.00006293622,0.0024019536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961628,0.00006345985,0.00093936693,0.00075651746,0.00048786795,0.0015900179],"domain_scores_gemma":[0.99729294,0.000035948287,0.0006462318,0.001094509,0.000585407,0.0003449697],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014043363,0.0004630481,0.00068375026,0.00033999782,0.0012505243,0.000947439,0.0010694703,0.0003354883,0.0003837762],"category_scores_gemma":[0.0009515845,0.00044496078,0.00022852993,0.0007559372,0.00018672974,0.0011299326,0.0010917935,0.00022204439,0.0023720649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017260252,0.00016391464,0.02003108,0.0003446437,0.000052430896,0.000016329139,0.00007292416,0.00011428198,0.000014519123,0.15620808,0.7873275,0.035481643],"study_design_scores_gemma":[0.00085408665,0.00010548259,0.050011408,0.00019120944,0.00003069294,0.000010039457,0.00017525245,0.0015381782,0.0000023008813,0.0027336113,0.94385225,0.00049547537],"about_ca_topic_score_codex":0.043168098,"about_ca_topic_score_gemma":0.01029601,"teacher_disagreement_score":0.6363,"about_ca_system_score_codex":0.00032897355,"about_ca_system_score_gemma":0.00019761722,"threshold_uncertainty_score":0.9998002},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58479655,0.0008624512,0.0008627678,0.31311557,0.0066657136,0.003146895,0.000019442643,0.00040179826,0.09012879],"genre_scores_gemma":[0.96882653,0.00038762356,0.0012603846,0.003377497,0.0145230675,0.0002294957,0.000035301397,0.00006790972,0.011292183],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966062,0.0011432796,0.00037040527,0.00050487305,0.00067969225,0.00069560553],"domain_scores_gemma":[0.9979259,0.00019799311,0.0003988443,0.0009803458,0.00024780215,0.00024915018],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0035784303,0.00030140713,0.00028406613,0.000104956955,0.0070977374,0.0010921444,0.0012227928,0.00020016573,0.00058242155],"category_scores_gemma":[0.00015189596,0.00024761807,0.00013003523,0.00020717704,0.0003611275,0.00054248166,0.00069743075,0.0007530327,0.00019445694],"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":[0.00030307943,0.0005901044,0.046713926,0.0005364179,0.0008066406,0.00006295055,0.3574483,0.00003078153,0.0005702521,0.1406718,0.12936892,0.3228968],"study_design_scores_gemma":[0.00071028963,0.00007127936,0.030829381,0.000108178916,0.0000606845,0.0000034460597,0.048327,0.000043929915,0.00006911107,0.00044503948,0.9189645,0.00036712782],"about_ca_topic_score_codex":0.0032562716,"about_ca_topic_score_gemma":0.003984559,"teacher_disagreement_score":0.7895956,"about_ca_system_score_codex":0.00013955218,"about_ca_system_score_gemma":0.00016010611,"threshold_uncertainty_score":0.9999976},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62449837,0.0005733353,0.000072270384,0.0058164108,0.0055328673,0.0011785502,0.000027027825,0.00025414914,0.36204705],"genre_scores_gemma":[0.9649029,0.00015598249,0.0003024525,0.00032578927,0.0009946633,0.00004453543,0.000031104333,0.000031876603,0.033210713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965172,0.0003171611,0.00060020963,0.000705292,0.0008092863,0.0010508462],"domain_scores_gemma":[0.9978938,0.000104055405,0.0005877624,0.00075417693,0.00029796542,0.00036224074],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010392169,0.00034960438,0.0004485566,0.00020050044,0.002680082,0.0007612787,0.0010966996,0.00032662327,0.0010044569],"category_scores_gemma":[0.0005913285,0.0003383651,0.0002778461,0.00030898087,0.00083265273,0.0017941212,0.00012778789,0.0005083711,0.0007929869],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008233412,0.0009988897,0.2722406,0.00034206148,0.00017759936,0.00048740066,0.15483624,0.00014474535,0.0028281913,0.31474617,0.07478879,0.17758594],"study_design_scores_gemma":[0.006039197,0.00023168864,0.3045523,0.0040508006,0.00024255793,0.000031557196,0.05900115,0.0005737186,0.0002996486,0.011448908,0.61098325,0.0025452622],"about_ca_topic_score_codex":0.0060774037,"about_ca_topic_score_gemma":0.028521482,"teacher_disagreement_score":0.53619444,"about_ca_system_score_codex":0.0007237032,"about_ca_system_score_gemma":0.00019486928,"threshold_uncertainty_score":0.99998504},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.909695,0.0002487814,0.028539015,0.0003076347,0.004016015,0.0018058517,0.000013924704,0.0012485991,0.054125153],"genre_scores_gemma":[0.94008815,0.00002607464,0.055593878,0.00011845005,0.00031539993,0.00057607464,0.00009344648,0.000089641406,0.0030988546],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821764,0.000027699289,0.00041593908,0.0004998254,0.0003179829,0.00052091683],"domain_scores_gemma":[0.9984932,0.000008796624,0.00010787594,0.0006938583,0.00011098123,0.00058527145],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037162943,0.00036399715,0.00028964342,0.00017763235,0.00042175662,0.00052459195,0.00046436174,0.000163738,0.00014325506],"category_scores_gemma":[0.000049188187,0.0003616884,0.00006352663,0.00014338332,0.000060689737,0.0004602901,0.00009221025,0.00021613971,0.00026762654],"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":[0.00012407107,0.008121942,0.08689838,0.0023892578,0.0013400436,0.000058403053,0.016561091,0.008101077,0.012766304,0.025965309,0.3341242,0.50354993],"study_design_scores_gemma":[0.0016597887,0.00015924894,0.18325977,0.00020976877,0.00006285855,0.00005220706,0.00041033103,0.01961883,0.0041532554,0.000081757666,0.7886433,0.0016888863],"about_ca_topic_score_codex":0.000046457106,"about_ca_topic_score_gemma":0.00003659819,"teacher_disagreement_score":0.50186104,"about_ca_system_score_codex":0.00014205916,"about_ca_system_score_gemma":0.00009002151,"threshold_uncertainty_score":0.99988353},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8877899,0.000101593636,0.000021282525,0.0032235538,0.0028855624,0.00063885254,0.000020584353,0.000044671055,0.10527397],"genre_scores_gemma":[0.9796888,0.00014335268,0.000063563355,0.00017136402,0.0005340273,0.000033636057,0.000028926095,0.000016689,0.019319592],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979321,0.00038122974,0.00036658975,0.00037614285,0.00050940574,0.00043453753],"domain_scores_gemma":[0.9984612,0.00011525919,0.0008042903,0.00031668437,0.00017780655,0.00012478263],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00223383,0.00018911072,0.00023277887,0.00010715644,0.0023959873,0.0011108721,0.0004553806,0.00017078914,0.0005483944],"category_scores_gemma":[0.0010234531,0.00016155852,0.000069713955,0.00018778529,0.0005603729,0.0014708784,0.00015586505,0.00028452853,0.00016327294],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016741198,0.0003420567,0.72471887,0.00003484029,0.00011022382,0.000025745518,0.22537771,0.0000011660824,0.00030727359,0.03031358,0.00549815,0.01310298],"study_design_scores_gemma":[0.0030021083,0.00020280789,0.38115236,0.00029265953,0.00023089579,0.0000021491446,0.13660623,0.00006579258,0.0002451939,0.0018529003,0.47533366,0.0010132365],"about_ca_topic_score_codex":0.013848649,"about_ca_topic_score_gemma":0.07159313,"teacher_disagreement_score":0.46983552,"about_ca_system_score_codex":0.00018013324,"about_ca_system_score_gemma":0.00027537826,"threshold_uncertainty_score":0.9999261},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42952546,0.00013280562,0.13724284,0.008246119,0.043108504,0.0013393001,0.000033480577,0.0009863127,0.37938517],"genre_scores_gemma":[0.9590411,0.000013692728,0.01111349,0.0017982663,0.011174686,0.00004520183,0.000017186061,0.00006282111,0.016733538],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967495,0.000095425836,0.0005973804,0.0010493535,0.0006997885,0.0008085278],"domain_scores_gemma":[0.99643654,0.00006019278,0.00048131717,0.0023162924,0.00023212777,0.00047355937],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00065969554,0.000407317,0.00043520363,0.00023257243,0.001301427,0.0015520445,0.0026475708,0.00020590075,0.0010529979],"category_scores_gemma":[0.00017905934,0.00038266458,0.00026471177,0.000267859,0.00012655777,0.0015138963,0.0016548416,0.00030776818,0.0023689957],"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":[0.00026409933,0.0009902185,0.04074698,0.00012843202,0.00023700643,0.00041525406,0.0040982696,0.00017493368,0.0066586663,0.10448046,0.48882556,0.3529801],"study_design_scores_gemma":[0.002165214,0.00021376656,0.18006149,0.00021965898,0.00003081162,0.000050560284,0.00003292744,0.0046499847,0.0020004646,0.002228745,0.8074044,0.0009419589],"about_ca_topic_score_codex":0.00045977792,"about_ca_topic_score_gemma":0.00025343036,"teacher_disagreement_score":0.5295156,"about_ca_system_score_codex":0.000109571905,"about_ca_system_score_gemma":0.00014266458,"threshold_uncertainty_score":0.99999875},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8483782,0.00028396244,0.0047696074,0.02045125,0.021931505,0.0026301655,0.000039880677,0.00012607095,0.10138939],"genre_scores_gemma":[0.9558578,0.000035019453,0.0028142042,0.0030550766,0.0012962288,0.00075747183,0.00012419038,0.0000496043,0.03601039],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9960723,0.00058169645,0.0011885605,0.00073200546,0.00063335546,0.0007921065],"domain_scores_gemma":[0.9969093,0.00024150958,0.00090489857,0.00093945256,0.0007568309,0.0002479994],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013058417,0.00036882603,0.0004336527,0.0003526269,0.0023042338,0.0002939065,0.0006911256,0.00034923365,0.0057441657],"category_scores_gemma":[0.00059720105,0.00034556695,0.00013329029,0.0003303156,0.0001266538,0.0025833324,0.0002768712,0.00084721466,0.0023800316],"study_design_candidate":"observational","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":[0.0028012067,0.0018070666,0.20732494,0.0005819233,0.00008746268,0.00000950142,0.05312979,0.000022016655,0.026409712,0.40223184,0.27748498,0.028109556],"study_design_scores_gemma":[0.0029974475,0.00033729733,0.67813575,0.020547736,0.0000939058,0.000007737114,0.049886867,0.00027449458,0.0007546286,0.044381242,0.20131819,0.0012646922],"about_ca_topic_score_codex":0.002817542,"about_ca_topic_score_gemma":0.0053217886,"teacher_disagreement_score":0.47081083,"about_ca_system_score_codex":0.0010504227,"about_ca_system_score_gemma":0.0054401425,"threshold_uncertainty_score":0.9998996},"labels":[],"label_agreement":null}]}