{"meta":{"query_hash":"2c8e1d6aa687","filters":{"venue":"Student Affairs Today"},"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/2c8e1d6aa687","api":"https://metacan.xera.ac/api/v1/cohort?venue=Student+Affairs+Today"},"results":[{"id":"W2553045886","doi":"10.1002/say.30275","title":"Collaborate to design a campus that promotes mental health for all","year":2016,"lang":"en","type":"article","venue":"Student Affairs Today","topic":"Health and Well-being Studies","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":"Mental health; University campus; Psychology; Medical education; Business; Medicine; Engineering; Architectural engineering; Psychiatry","score_opus":0.04089862278061753,"score_gpt":0.37982919475155175,"score_spread":0.33893057197093424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553045886","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":[0.21105075,0.0017204261,0.05499612,0.091865726,0.0076315273,0.002886803,0.0011072638,0.006137938,0.62260354],"genre_scores_gemma":[0.41307798,0.0014639648,0.07513097,0.011961303,0.0003313221,0.0008247455,0.00094161683,0.0014253717,0.4948427],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851567,0.00036209577,0.00003476847,0.00011942553,0.0004885438,0.00047951922],"domain_scores_gemma":[0.98921376,0.0001592036,0.00012935362,0.00037510184,0.00199243,0.008130076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015431988,0.00052472285,0.00026147213,0.0007533227,0.00909175,0.0073366077,0.0012119216,0.001212026,0.0380212],"category_scores_gemma":[0.003671982,0.000375296,0.00037789904,0.00063716725,0.0017469648,0.0013098184,0.0049118246,0.002212303,0.012676272],"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":[0.00014262769,0.0009117797,0.024374982,0.00029483822,0.00005259173,0.0006598218,0.010856313,0.001531512,0.0073923324,0.009139026,0.62387806,0.32076603],"study_design_scores_gemma":[0.000055708406,0.00022355585,0.01043873,0.00013823604,0.000026359096,0.00019920176,0.03007097,0.0006544057,0.0014839397,0.0031074295,0.9535283,0.0000731518],"about_ca_topic_score_codex":0.17086063,"about_ca_topic_score_gemma":0.55290353,"teacher_disagreement_score":0.17086063,"about_ca_system_score_codex":0.0054710335,"about_ca_system_score_gemma":0.025615228,"threshold_uncertainty_score":0.33973223},"labels":[],"label_agreement":null},{"id":"W3010746814","doi":"10.1002/say.30729","title":"Develop response plan for unsanctioned public gatherings","year":2020,"lang":"en","type":"article","venue":"Student Affairs Today","topic":"Disaster Management and Resilience","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":"Homecoming; Plan (archaeology); Residence; Business; Sociology; History; Archaeology; Art history","score_opus":0.05300938414280737,"score_gpt":0.3172116636843882,"score_spread":0.2642022795415808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010746814","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":[0.0626616,0.0016286091,0.11815369,0.09570593,0.0058103064,0.043184705,0.01125012,0.008089433,0.6535156],"genre_scores_gemma":[0.29847804,0.003319945,0.2682009,0.011628814,0.00081340637,0.026100494,0.012622586,0.0005537238,0.37828216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99835473,0.00045841845,0.00010063949,0.000105258965,0.0004989245,0.00048202512],"domain_scores_gemma":[0.99410605,0.00040679311,0.00038317058,0.00012327751,0.0028160075,0.0021647622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033331031,0.0008244884,0.0002582274,0.0027459972,0.0043390435,0.003038582,0.002756479,0.0023948515,0.0985991],"category_scores_gemma":[0.00839208,0.00047562574,0.0005124459,0.00068944826,0.00031920723,0.0020926562,0.0029359676,0.0024952923,0.024353167],"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":[0.00016028788,0.001347023,0.014838227,0.0006437008,0.00002265721,0.0019887139,0.00420687,0.012649477,0.0034581644,0.017324407,0.7575423,0.18581809],"study_design_scores_gemma":[0.00018171947,0.0010693925,0.023908284,0.0012468897,0.000041663316,0.00038419233,0.04103333,0.016830388,0.0021947469,0.008212393,0.9047718,0.00012526601],"about_ca_topic_score_codex":0.027882546,"about_ca_topic_score_gemma":0.04557335,"teacher_disagreement_score":0.0985991,"about_ca_system_score_codex":0.004798247,"about_ca_system_score_gemma":0.025633853,"threshold_uncertainty_score":0.32984686},"labels":[],"label_agreement":null},{"id":"W4200608766","doi":"10.1002/say.31012","title":"Did court dismiss pre‐assault Title IX claim?","year":2021,"lang":"en","type":"article","venue":"Student Affairs Today","topic":"Business Law and Ethics","field":"Business, Management and Accounting","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":"Complaint; Sexual assault; Law; State (computer science); Political science; Criminology; Psychology; Computer science; Medicine; Poison control; Suicide prevention; Medical emergency","score_opus":0.01540870297578521,"score_gpt":0.2613154949293815,"score_spread":0.2459067919535963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200608766","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":[0.06124576,0.0021590437,0.0012133073,0.40750173,0.0044611776,0.00014933635,0.00045059458,0.00025418203,0.5225649],"genre_scores_gemma":[0.38403198,0.0019826873,0.0006153183,0.31709495,0.0034196533,0.00014560958,0.00028121076,0.00012812385,0.29230046],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973143,0.00027828547,0.00011725081,0.00037662513,0.00073387957,0.0011796331],"domain_scores_gemma":[0.99648523,0.001318497,0.00014337346,0.00028224627,0.0011262026,0.00064439385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028401616,0.0003415667,0.0005309107,0.00096252566,0.013416144,0.007521554,0.002514911,0.02945508,0.022015555],"category_scores_gemma":[0.012573855,0.0007058175,0.0005987866,0.0008412837,0.002980303,0.0028301966,0.002785781,0.0192661,0.0075636953],"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":[0.00010115034,0.00021053954,0.009599335,0.00007023016,0.00006617798,0.015680948,0.0075051696,0.00025833707,0.00150437,0.2520706,0.68619394,0.026739249],"study_design_scores_gemma":[0.00009691156,0.00011066971,0.011835876,0.0005855042,0.000113419796,0.0030012254,0.013635404,0.0009564307,0.0017016936,0.046223693,0.92159194,0.00014717488],"about_ca_topic_score_codex":0.12432999,"about_ca_topic_score_gemma":0.18027288,"teacher_disagreement_score":0.12432999,"about_ca_system_score_codex":0.0060514756,"about_ca_system_score_gemma":0.012307578,"threshold_uncertainty_score":0.24721259},"labels":[],"label_agreement":null},{"id":"W4244940793","doi":"10.1002/say.20042","title":"Table of Contents","year":2011,"lang":"en","type":"article","venue":"Student Affairs Today","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; Lawsuit; Officer; Damages; Student affairs; Best practice; Political science; Public relations; Psychology; Medical education; Law; Business; Medicine; Higher education","score_opus":0.045386880694741526,"score_gpt":0.34665397856973706,"score_spread":0.30126709787499556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244940793","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":[0.00030996854,0.00090181,0.0007699402,0.0032135162,0.010446569,0.00031214263,0.0049781906,0.0008849318,0.9781829],"genre_scores_gemma":[0.00094279245,0.00058750843,0.00038153958,0.00093116367,0.0011796235,0.00011099269,0.0025495985,0.00022162884,0.9930951],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995685,0.000042893593,0.00001689196,0.000057746285,0.00025367594,0.000060210066],"domain_scores_gemma":[0.9985493,0.00013527335,0.00003945421,0.00012092935,0.0007474919,0.00040752633],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003652404,0.0007823801,0.0005552134,0.0016518114,0.0019235518,0.0037301888,0.0011377427,0.0014093133,0.8698672],"category_scores_gemma":[0.0027163015,0.00030691506,0.0005076339,0.0011838136,0.00026126902,0.0021565722,0.0021911124,0.0014444044,0.7712918],"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":[0.0000066516272,0.00001884641,0.000067246096,0.000040831226,7.033841e-7,0.000022597087,0.000013581617,0.000023457556,0.000052697673,0.0005801008,0.9609238,0.038249485],"study_design_scores_gemma":[0.000002759674,0.000007977679,0.00021141507,0.00005939121,8.9049684e-7,0.000026906671,0.000046728193,0.000020047199,0.000037824248,0.00033682774,0.99924684,0.0000024437677],"about_ca_topic_score_codex":0.00434371,"about_ca_topic_score_gemma":0.0075521073,"teacher_disagreement_score":0.1301328,"about_ca_system_score_codex":0.0013722903,"about_ca_system_score_gemma":0.002222654,"threshold_uncertainty_score":0.18561858},"labels":[],"label_agreement":null},{"id":"W4376504461","doi":"10.1002/say.31240","title":"Find out what a 23‐year‐old quarterback can teach us about leadership philosophy","year":2023,"lang":"en","type":"article","venue":"Student Affairs Today","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; Economic history; Media studies; Advertising; History; Sociology; Business; Art; Law; Politics; Archaeology; Aesthetics","score_opus":0.07026828630985149,"score_gpt":0.34768604056939006,"score_spread":0.2774177542595386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376504461","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":[0.036909666,0.02030156,0.0017669086,0.69762474,0.050527655,0.00010252423,0.00029152323,0.00043547206,0.19204001],"genre_scores_gemma":[0.20747137,0.030427763,0.0046525,0.27996397,0.011219125,0.00023518379,0.00040781664,0.0005779827,0.46504426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981186,0.000506352,0.000035045738,0.000111265355,0.00048631907,0.0007424339],"domain_scores_gemma":[0.9912714,0.00069865404,0.00033709678,0.00013711776,0.0013821487,0.0061736787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004703486,0.0006119577,0.000582161,0.0010883658,0.011277739,0.009401534,0.0009155663,0.0032361415,0.04754473],"category_scores_gemma":[0.008505414,0.000450424,0.0005703062,0.00057086797,0.0029208935,0.006659474,0.004247044,0.011263663,0.025634201],"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":[0.000028113009,0.00065552606,0.0045564477,0.00014979663,0.000010025579,0.000393094,0.016328083,0.000023244573,0.0003005426,0.0048970357,0.89757687,0.075081185],"study_design_scores_gemma":[0.000021026302,0.00022386621,0.009531661,0.0010582828,0.000012991479,0.0004227207,0.07621657,0.000035961937,0.00022733372,0.005291929,0.90691566,0.000042075135],"about_ca_topic_score_codex":0.0065164613,"about_ca_topic_score_gemma":0.029857887,"teacher_disagreement_score":0.04754473,"about_ca_system_score_codex":0.0028141902,"about_ca_system_score_gemma":0.0051928996,"threshold_uncertainty_score":0.15905291},"labels":[],"label_agreement":null}]}