{"meta":{"query_hash":"abcd76b8b437","filters":{"venue":"Perspectives on Administration and Supervision"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/abcd76b8b437","api":"https://metacan.xera.ac/api/v1/cohort?venue=Perspectives+on+Administration+and+Supervision"},"results":[{"id":"W2129456051","doi":"10.1044/aas16.3.7","title":"Ethics","year":2006,"lang":"en","type":"article","venue":"Perspectives on Administration and Supervision","topic":"Hearing Impairment and Communication","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":"Library science; Sociology; Psychology; Computer science","score_opus":0.04842593874929549,"score_gpt":0.3740477097208912,"score_spread":0.3256217709715957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129456051","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00078928174,0.0043506343,0.0033433344,0.04695377,0.008309081,0.00049266545,0.0011760696,0.00031682232,0.9342683],"genre_scores_gemma":[0.023190014,0.0050297175,0.0034949936,0.052325606,0.0039630914,0.001066082,0.0011800879,0.00046844129,0.90928197],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97764564,0.009088435,0.0013633153,0.002467893,0.0073681925,0.0020666094],"domain_scores_gemma":[0.9704232,0.007889837,0.0013368722,0.0066030407,0.009750567,0.0039964328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013032103,0.00083653023,0.0010571475,0.001757833,0.0054887095,0.013353232,0.0027797166,0.0077938735,0.38028562],"category_scores_gemma":[0.0493139,0.00059656444,0.0008665526,0.001862836,0.0049023973,0.0078731375,0.0075819576,0.0070511214,0.17065284],"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":[0.00004747,0.000054539192,0.0003079887,0.00040357,0.000010958637,0.00016185634,0.001184753,0.00004772852,0.00015367393,0.16840248,0.7514397,0.07778534],"study_design_scores_gemma":[0.000006285489,0.000007759715,0.0000992985,0.00033840514,0.0000020170012,0.0000877533,0.0003198936,0.000019475447,0.00004467819,0.0082651265,0.99080384,0.0000054217694],"about_ca_topic_score_codex":0.0031014904,"about_ca_topic_score_gemma":0.005287816,"teacher_disagreement_score":0.38028562,"about_ca_system_score_codex":0.0047092303,"about_ca_system_score_gemma":0.017045517,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2150982154","doi":"10.1044/aas15.3.17","title":"Evidence-Based Practice in Audiology","year":2005,"lang":"en","type":"article","venue":"Perspectives on Administration and Supervision","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","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":"Asha; American Speech-Language-Hearing Association; Medicine; Psychology; Library science; Linguistics; Computer science","score_opus":0.056268333217005966,"score_gpt":0.3580139031597741,"score_spread":0.30174556994276813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150982154","genre_codex":"review","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":[0.0011847195,0.6559528,0.010550275,0.14460184,0.016721714,0.0009971183,0.00079114246,0.00037555041,0.16882484],"genre_scores_gemma":[0.04459288,0.82853854,0.04715389,0.030563299,0.011416261,0.0019650762,0.0015989004,0.0002518055,0.0339194],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9304102,0.036911916,0.010938836,0.0019176967,0.018936375,0.0008850109],"domain_scores_gemma":[0.7735588,0.14917639,0.014401269,0.01588756,0.038567875,0.008408038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06632881,0.00077853067,0.0017191874,0.007658232,0.0012091727,0.007911823,0.0032413567,0.0054938057,0.046990365],"category_scores_gemma":[0.23976034,0.00092524954,0.0011562812,0.005087806,0.004045892,0.006636104,0.0060510025,0.006144038,0.016263448],"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":[0.00007532032,0.0001560657,0.0006664686,0.009716955,0.00009822142,0.00008564075,0.0008091669,0.00010417445,0.00016636158,0.011775818,0.25994498,0.71640074],"study_design_scores_gemma":[0.000118844626,0.00013427439,0.0029527212,0.11651786,0.00010783633,0.0003716451,0.00087458914,0.00013291053,0.00038133675,0.021330206,0.8570351,0.000042763175],"about_ca_topic_score_codex":0.0033808546,"about_ca_topic_score_gemma":0.005435977,"teacher_disagreement_score":0.06632881,"about_ca_system_score_codex":0.0035401294,"about_ca_system_score_gemma":0.016947033,"threshold_uncertainty_score":0.35078448},"labels":[],"label_agreement":null},{"id":"W2905848959","doi":"10.1044/aas17.1.13","title":"Outcomes Measurement and Management","year":2007,"lang":"en","type":"article","venue":"Perspectives on Administration and Supervision","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":4,"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":"Context (archaeology); Habilitation; Library science; Psychology; Viewpoints; Medical education; Medicine; History; Humanities; Computer science; Art","score_opus":0.06264959205342001,"score_gpt":0.3386820331314083,"score_spread":0.2760324410779883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905848959","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":[0.01998409,0.020039191,0.08671096,0.04933906,0.010724903,0.06861051,0.26434785,0.0051638233,0.47507972],"genre_scores_gemma":[0.15949973,0.026820209,0.15550238,0.01676516,0.005344049,0.21517889,0.22421402,0.0028585058,0.19381705],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9484291,0.017688861,0.012605185,0.0034877476,0.016245533,0.0015434705],"domain_scores_gemma":[0.9082025,0.019530881,0.011054098,0.01180451,0.04485214,0.0045558494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.044553876,0.001387119,0.0023579763,0.009228391,0.0022839308,0.0056805206,0.0042439904,0.0015644326,0.11812504],"category_scores_gemma":[0.13238673,0.000648951,0.0026677777,0.008495556,0.0012032368,0.004096284,0.006712368,0.003286116,0.0358488],"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":[0.0003492601,0.0004922457,0.01488653,0.0025310083,0.00017799292,0.00006235805,0.0009674493,0.00018104936,0.00014669362,0.00883511,0.42134562,0.5500246],"study_design_scores_gemma":[0.00056038384,0.00092870655,0.06294724,0.014058984,0.0003531089,0.000358874,0.0030724749,0.0012422999,0.0011242849,0.017503425,0.8976358,0.00021441886],"about_ca_topic_score_codex":0.007966346,"about_ca_topic_score_gemma":0.007038063,"teacher_disagreement_score":0.11812504,"about_ca_system_score_codex":0.005449458,"about_ca_system_score_gemma":0.021816408,"threshold_uncertainty_score":0.3951676},"labels":[],"label_agreement":null}]}