{"meta":{"query_hash":"65c14057ee28","filters":{"venue":"Dean and Provost"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/65c14057ee28","api":"https://metacan.xera.ac/api/v1/cohort?venue=Dean+and+Provost"},"results":[{"id":"W2507141217","doi":"10.1002/dap.30229","title":"Predict your enrollment spikes and declines using state and federal employment data","year":2016,"lang":"en","type":"article","venue":"Dean and Provost","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Revenue; State (computer science); Institution; San Joaquin; Plan (archaeology); Political science; Higher education; Enrollment management; Public administration; Economics; Business; Management; Economic growth; Finance; Computer science; Geography; Law","score_opus":0.1436669499514871,"score_gpt":0.4399808349326672,"score_spread":0.2963138849811801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507141217","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":[0.8941562,0.0011056395,0.00790096,0.014900101,0.00023017247,0.00013368143,0.047336,0.0011337257,0.03310344],"genre_scores_gemma":[0.9535761,0.0009118156,0.0050560064,0.00053117884,0.000091325106,0.00004870547,0.028887546,0.00010991681,0.010787531],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99952996,0.000053844997,0.000033528748,0.000081061655,0.0002073465,0.00009435521],"domain_scores_gemma":[0.99415004,0.0006031431,0.0005148723,0.00027155835,0.0037589755,0.0007015645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001478278,0.0003733428,0.00032140838,0.0023611821,0.0007090633,0.0018299966,0.0005127899,0.0004567944,0.0017147632],"category_scores_gemma":[0.008181809,0.0002338458,0.0002306791,0.0025067315,0.0001987394,0.001069376,0.000668987,0.001107864,0.0017484665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007318831,0.000057674468,0.8534594,0.000023793102,0.00004286742,0.000040586136,0.00024717787,0.00794035,0.00017642883,0.00075288897,0.06429167,0.07289411],"study_design_scores_gemma":[0.000018467013,0.00004530133,0.8222108,0.00015098053,0.00003664533,0.000030949086,0.0018349595,0.1365843,0.0008867123,0.0018580746,0.03629056,0.00005221476],"about_ca_topic_score_codex":0.6806074,"about_ca_topic_score_gemma":0.8120262,"teacher_disagreement_score":0.6806074,"about_ca_system_score_codex":0.0032794524,"about_ca_system_score_gemma":0.002693407,"threshold_uncertainty_score":0.64254713},"labels":[],"label_agreement":null},{"id":"W4213224349","doi":"10.1002/dap.31004","title":"Digital storytelling brings assessment data to life","year":2022,"lang":"en","type":"article","venue":"Dean and Provost","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Storytelling; Empathy; Digital storytelling; Social media; Executive director; Library science; Accreditation; Sociology; Media studies; Computer science; Psychology; Management; Multimedia; Narrative; Medical education; World Wide Web; Art; Medicine","score_opus":0.13965180312186903,"score_gpt":0.41860941214910125,"score_spread":0.2789576090272322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213224349","genre_codex":"other","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":[0.049664393,0.020188311,0.2254956,0.14796764,0.006747711,0.00076022267,0.0031481339,0.0052189403,0.5408091],"genre_scores_gemma":[0.5294099,0.03246695,0.31075457,0.026417103,0.007398131,0.0012483423,0.0029113332,0.0015523343,0.08784137],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920901,0.005020327,0.00041458206,0.00041821957,0.001776097,0.00028066206],"domain_scores_gemma":[0.9652389,0.025646435,0.0013489095,0.0034166554,0.002026769,0.0023223055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009322604,0.0007453806,0.00046880328,0.0040933555,0.003179286,0.01580525,0.0012803522,0.0022364,0.017944256],"category_scores_gemma":[0.02854402,0.0006117859,0.00058565685,0.002370386,0.005339433,0.016053405,0.015812669,0.00403023,0.005354868],"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":[0.000095907315,0.00016528621,0.0042747115,0.0008942236,0.00006551823,0.00046001177,0.055202924,0.00061544485,0.0021400347,0.10461461,0.18072201,0.6507493],"study_design_scores_gemma":[0.000017701599,0.00006948887,0.0013459618,0.0007311247,0.000014374041,0.0005884166,0.012482009,0.0003273486,0.0008297724,0.047232497,0.93630487,0.00005630263],"about_ca_topic_score_codex":0.0009078762,"about_ca_topic_score_gemma":0.0022502418,"teacher_disagreement_score":0.017944256,"about_ca_system_score_codex":0.001562394,"about_ca_system_score_gemma":0.0019709966,"threshold_uncertainty_score":0.060029507},"labels":[],"label_agreement":null},{"id":"W4238452162","doi":"10.1002/dap.20044","title":"Table of Contents","year":2011,"lang":"en","type":"article","venue":"Dean and Provost","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plaintiff; Institution; Affirmative action; Public relations; General partnership; Political science; Action (physics); Liberal arts education; Higher education; Sociology; Psychology; Management; Law; Economics","score_opus":0.07652505563946813,"score_gpt":0.2977268175660074,"score_spread":0.22120176192653926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238452162","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021972683,0.00075573183,0.0011812404,0.0034328804,0.011485821,0.00043511935,0.0060118437,0.0016154924,0.97486204],"genre_scores_gemma":[0.0010389218,0.0005962607,0.00051697035,0.0013095319,0.0016974617,0.00013951685,0.0030915772,0.00043410924,0.99117565],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994241,0.00005449591,0.000032414195,0.00008457115,0.0003441777,0.0000602922],"domain_scores_gemma":[0.99766064,0.00032288273,0.00007191651,0.00020980346,0.0013298601,0.00040485765],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004315015,0.00081547245,0.000714109,0.0016342641,0.0015516144,0.0041562635,0.0012697884,0.0017470098,0.8911736],"category_scores_gemma":[0.0043229493,0.00039878918,0.0005844811,0.0012520392,0.00032894002,0.0026841036,0.001791205,0.0020483676,0.80429435],"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":[0.0000083181185,0.000013793825,0.00004394028,0.00005980809,6.884919e-7,0.000023412766,0.00001049413,0.000035254016,0.00007108513,0.0007124111,0.9686793,0.030341301],"study_design_scores_gemma":[0.000003739073,0.0000090169115,0.00015640038,0.00006311317,9.3286957e-7,0.000037927297,0.000029278557,0.000034090604,0.00006147578,0.00042358946,0.99917716,0.0000033374001],"about_ca_topic_score_codex":0.0028785453,"about_ca_topic_score_gemma":0.0033730795,"teacher_disagreement_score":0.1088264,"about_ca_system_score_codex":0.0014052666,"about_ca_system_score_gemma":0.0016729366,"threshold_uncertainty_score":0.1552276},"labels":[],"label_agreement":null},{"id":"W4239372365","doi":"10.1002/dap.20012","title":"Table of Contents","year":2008,"lang":"en","type":"article","venue":"Dean and Provost","topic":"Legal Issues in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Harassment; Presidency; Academic freedom; Political science; Recession; Salary; Table of contents; Government (linguistics); Public relations; Law; Management; Public administration; Higher education; Economics; Politics","score_opus":0.04639601468813928,"score_gpt":0.32674648586503957,"score_spread":0.28035047117690026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239372365","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003644798,0.0015678797,0.0010661418,0.004349157,0.012313659,0.00034813402,0.009186147,0.0016588814,0.96914554],"genre_scores_gemma":[0.0017253543,0.0011491189,0.0005173139,0.0015435268,0.00237134,0.00012250736,0.00567788,0.00047736315,0.98641557],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994221,0.000049399063,0.00003099444,0.000107584805,0.0003191155,0.00007087814],"domain_scores_gemma":[0.9978636,0.00021248098,0.00006863148,0.00016277256,0.0012279158,0.00046460997],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037853903,0.00082867313,0.0008309686,0.0017717336,0.0016558085,0.0047771805,0.0013033752,0.0016334311,0.8807202],"category_scores_gemma":[0.0037635574,0.00036433173,0.0006055087,0.0014539204,0.00030885442,0.0027513953,0.0019209363,0.0019525887,0.8042643],"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":[0.000009704752,0.000016164817,0.00007781135,0.00006904922,0.0000010329783,0.000028997503,0.000013726991,0.00003573604,0.00007725068,0.0007433739,0.96610993,0.03281721],"study_design_scores_gemma":[0.0000035380597,0.000009798529,0.0002381638,0.00007677152,0.0000013679817,0.000045676406,0.000036946552,0.000031490057,0.000055000768,0.00044014695,0.9990576,0.0000034782877],"about_ca_topic_score_codex":0.0031978015,"about_ca_topic_score_gemma":0.0038216126,"teacher_disagreement_score":0.1192798,"about_ca_system_score_codex":0.0016013759,"about_ca_system_score_gemma":0.0019929449,"threshold_uncertainty_score":0.17013818},"labels":[],"label_agreement":null},{"id":"W4327984536","doi":"10.1002/dap.31174","title":"What can a 23‐year‐old quarterback teach us about leadership philosophy?","year":2023,"lang":"en","type":"article","venue":"Dean and Provost","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"League; Victory; Football; Quarter (Canadian coin); Turning point; Political science; Advertising; Media studies; Engineering; Economic history; Sociology; History; Art; Business; Law; Politics; Archaeology; Period (music); Aesthetics","score_opus":0.08956690564443803,"score_gpt":0.32793459882163767,"score_spread":0.23836769317719964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327984536","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055428907,0.043921586,0.0014023754,0.77206355,0.040444627,0.00008718823,0.00011492186,0.00019427265,0.0863425],"genre_scores_gemma":[0.3616874,0.092779435,0.004861321,0.36295766,0.017815068,0.00031507234,0.00025055575,0.00026391793,0.15906963],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985257,0.0005113462,0.000027758055,0.00008772597,0.00036735996,0.00048025674],"domain_scores_gemma":[0.9926946,0.0008282309,0.00027981878,0.000098955825,0.00080153835,0.005296822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056242933,0.0004560878,0.0005466919,0.0008075213,0.006245999,0.005432647,0.0009215908,0.0029928205,0.018666051],"category_scores_gemma":[0.009623189,0.00031680157,0.00041907263,0.00031890976,0.002940266,0.0040880213,0.0030831585,0.008468723,0.008330273],"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":[0.00008265688,0.0023921202,0.010153255,0.00054563483,0.000023248855,0.0005315323,0.023899961,0.000050802882,0.0005002168,0.011175773,0.71784115,0.23280358],"study_design_scores_gemma":[0.00005144359,0.0007314736,0.01798042,0.0024190368,0.000028799037,0.0006939397,0.06648499,0.00006196523,0.0003986572,0.010869727,0.9002246,0.000054918364],"about_ca_topic_score_codex":0.0042226557,"about_ca_topic_score_gemma":0.025765214,"teacher_disagreement_score":0.018666051,"about_ca_system_score_codex":0.0030756125,"about_ca_system_score_gemma":0.0064940783,"threshold_uncertainty_score":0.06244421},"labels":[],"label_agreement":null}]}