{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"2c8e1d6aa687","filters":{"venue":"Student Affairs Today"}},"results":[{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04538688069474153,"gpt":0.3466539785697371,"spread":0.3012670978749956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003652404,0.0007823801,0.0005552134,0.001651811,0.001923552,0.003730189,0.001137743,0.001409313,0.8698672],"category_scores_gemma":[0.002716301,0.0003069151,0.0005076339,0.001183814,0.000261269,0.002156572,0.002191112,0.001444404,0.7712918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137229,"about_ca_system_score_gemma":0.002222654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00434371,"about_ca_topic_score_gemma":0.007552107,"domain_scores_codex":[0.9995685,0.00004289359,0.00001689196,0.00005774629,0.0002536759,0.00006021007],"domain_scores_gemma":[0.9985493,0.0001352734,0.00003945421,0.0001209293,0.0007474919,0.0004075263],"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":[0.000006651627,0.00001884641,0.0000672461,0.00004083123,7.033841e-7,0.00002259709,0.00001358162,0.00002345756,0.00005269767,0.0005801008,0.9609238,0.03824949],"study_design_scores_gemma":[0.000002759674,0.000007977679,0.0002114151,0.00005939121,8.904968e-7,0.00002690667,0.00004672819,0.0000200472,0.00003782425,0.0003368277,0.9992468,0.000002443768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003099685,0.00090181,0.0007699402,0.003213516,0.01044657,0.0003121426,0.004978191,0.0008849318,0.9781829],"genre_scores_gemma":[0.0009427925,0.0005875084,0.0003815396,0.0009311637,0.001179624,0.0001109927,0.002549598,0.0002216288,0.9930951],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1301328,"threshold_uncertainty_score":0.1856186,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Homecoming; Plan (archaeology); Residence; Business; Sociology; History; Archaeology; Art history","authors":[{"name":"Claudine McCarthy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05300938414280737,"gpt":0.3172116636843882,"spread":0.2642022795415808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003333103,0.0008244884,0.0002582274,0.002745997,0.004339044,0.003038582,0.002756479,0.002394852,0.0985991],"category_scores_gemma":[0.00839208,0.0004756257,0.0005124459,0.0006894483,0.0003192072,0.002092656,0.002935968,0.002495292,0.02435317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004798247,"about_ca_system_score_gemma":0.02563385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02788255,"about_ca_topic_score_gemma":0.04557335,"domain_scores_codex":[0.9983547,0.0004584184,0.0001006395,0.000105259,0.0004989245,0.0004820251],"domain_scores_gemma":[0.9941061,0.0004067931,0.0003831706,0.0001232775,0.002816007,0.002164762],"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":[0.0001602879,0.001347023,0.01483823,0.0006437008,0.00002265721,0.001988714,0.00420687,0.01264948,0.003458164,0.01732441,0.7575423,0.1858181],"study_design_scores_gemma":[0.0001817195,0.001069393,0.02390828,0.00124689,0.00004166332,0.0003841923,0.04103333,0.01683039,0.002194747,0.008212393,0.9047718,0.000125266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0626616,0.001628609,0.1181537,0.09570593,0.005810306,0.04318471,0.01125012,0.008089433,0.6535156],"genre_scores_gemma":[0.298478,0.003319945,0.2682009,0.01162881,0.0008134064,0.02610049,0.01262259,0.0005537238,0.3782822],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0985991,"threshold_uncertainty_score":0.3298469,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Eric Lyerly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01540870297578521,"gpt":0.2613154949293815,"spread":0.2459067919535963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002840162,0.0003415667,0.0005309107,0.0009625257,0.01341614,0.007521554,0.002514911,0.02945508,0.02201555],"category_scores_gemma":[0.01257385,0.0007058175,0.0005987866,0.0008412837,0.002980303,0.002830197,0.002785781,0.0192661,0.007563695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006051476,"about_ca_system_score_gemma":0.01230758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.12433,"about_ca_topic_score_gemma":0.1802729,"domain_scores_codex":[0.9973143,0.0002782855,0.0001172508,0.0003766251,0.0007338796,0.001179633],"domain_scores_gemma":[0.9964852,0.001318497,0.0001433735,0.0002822463,0.001126203,0.0006443938],"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":[0.0001011503,0.0002105395,0.009599335,0.00007023016,0.00006617798,0.01568095,0.00750517,0.0002583371,0.00150437,0.2520706,0.6861939,0.02673925],"study_design_scores_gemma":[0.00009691156,0.0001106697,0.01183588,0.0005855042,0.0001134198,0.003001225,0.0136354,0.0009564307,0.001701694,0.04622369,0.9215919,0.0001471749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06124576,0.002159044,0.001213307,0.4075017,0.004461178,0.0001493364,0.0004505946,0.000254182,0.5225649],"genre_scores_gemma":[0.384032,0.001982687,0.0006153183,0.317095,0.003419653,0.0001456096,0.0002812108,0.0001281239,0.2923005],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.12433,"threshold_uncertainty_score":0.2472126,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Dawn Z. Hodges","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07026828630985149,"gpt":0.3476860405693901,"spread":0.2774177542595386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004703486,0.0006119577,0.000582161,0.001088366,0.01127774,0.009401534,0.0009155663,0.003236142,0.04754473],"category_scores_gemma":[0.008505414,0.000450424,0.0005703062,0.000570868,0.002920893,0.006659474,0.004247044,0.01126366,0.0256342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00281419,"about_ca_system_score_gemma":0.0051929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006516461,"about_ca_topic_score_gemma":0.02985789,"domain_scores_codex":[0.9981186,0.000506352,0.00003504574,0.0001112654,0.0004863191,0.0007424339],"domain_scores_gemma":[0.9912714,0.000698654,0.0003370968,0.0001371178,0.001382149,0.006173679],"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":[0.00002811301,0.0006555261,0.004556448,0.0001497966,0.00001002558,0.000393094,0.01632808,0.00002324457,0.0003005426,0.004897036,0.8975769,0.07508118],"study_design_scores_gemma":[0.0000210263,0.0002238662,0.009531661,0.001058283,0.00001299148,0.0004227207,0.07621657,0.00003596194,0.0002273337,0.005291929,0.9069157,0.00004207513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03690967,0.02030156,0.001766909,0.6976247,0.05052765,0.0001025242,0.0002915232,0.0004354721,0.19204],"genre_scores_gemma":[0.2074714,0.03042776,0.0046525,0.279964,0.01121913,0.0002351838,0.0004078166,0.0005779827,0.4650443],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04754473,"threshold_uncertainty_score":0.1590529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mental health; University campus; Psychology; Medical education; Business; Medicine; Engineering; Architectural engineering; Psychiatry","authors":[{"name":"Halley Sutton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04089862278061753,"gpt":0.3798291947515517,"spread":0.3389305719709342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001543199,0.0005247229,0.0002614721,0.0007533227,0.00909175,0.007336608,0.001211922,0.001212026,0.0380212],"category_scores_gemma":[0.003671982,0.000375296,0.000377899,0.0006371672,0.001746965,0.001309818,0.004911825,0.002212303,0.01267627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005471034,"about_ca_system_score_gemma":0.02561523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1708606,"about_ca_topic_score_gemma":0.5529035,"domain_scores_codex":[0.9985157,0.0003620958,0.00003476847,0.0001194255,0.0004885438,0.0004795192],"domain_scores_gemma":[0.9892138,0.0001592036,0.0001293536,0.0003751018,0.00199243,0.008130076],"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":[0.0001426277,0.0009117797,0.02437498,0.0002948382,0.00005259173,0.0006598218,0.01085631,0.001531512,0.007392332,0.009139026,0.6238781,0.320766],"study_design_scores_gemma":[0.00005570841,0.0002235558,0.01043873,0.000138236,0.0000263591,0.0001992018,0.03007097,0.0006544057,0.00148394,0.003107429,0.9535283,0.0000731518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2110507,0.001720426,0.05499612,0.09186573,0.007631527,0.002886803,0.001107264,0.006137938,0.6226035],"genre_scores_gemma":[0.413078,0.001463965,0.07513097,0.0119613,0.0003313221,0.0008247455,0.0009416168,0.001425372,0.4948427],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1708606,"threshold_uncertainty_score":0.3397322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}