{"meta":{"query_hash":"3d4eb26ff82a","filters":{"venue":"Appalachian review"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/3d4eb26ff82a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Appalachian+review"},"results":[{"id":"W3149370201","doi":"10.1353/aph.2020.0036","title":"Fatherless: A Memoir by Keith Maillard","year":2020,"lang":"en","type":"article","venue":"Appalachian review","topic":"Canadian Identity and History","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":"Memoir; Maillard reaction; Portrait; Wonder; Narrative; Art history; Art; History; Literature; Psychology; Chemistry; Social psychology","score_opus":0.017753265343640974,"score_gpt":0.2513780876947395,"score_spread":0.23362482235109855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149370201","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009498816,0.2920752,0.000873332,0.3722376,0.22386642,0.00005126385,0.00034919707,0.00027953234,0.10931756],"genre_scores_gemma":[0.011489133,0.11109983,0.0009903557,0.15411073,0.042788655,0.000109488814,0.00026960677,0.0006000971,0.678542],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983177,0.000606427,0.000060569328,0.0002472111,0.0006213648,0.00014677018],"domain_scores_gemma":[0.9975821,0.00053728506,0.0001493342,0.0000767976,0.0010411958,0.00061325484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019838458,0.001462734,0.0006410033,0.0011773183,0.0051300237,0.0058642738,0.001385383,0.0030067074,0.04170723],"category_scores_gemma":[0.005197661,0.0005555917,0.00041012853,0.00089747744,0.0018051664,0.00484164,0.0029688426,0.006768757,0.029962527],"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":[0.0000050899685,0.000003974595,0.000017894627,0.00004451032,8.4745886e-7,0.000037284903,0.00047502154,0.0000043072127,0.000040075127,0.00061507453,0.99335915,0.005396788],"study_design_scores_gemma":[0.0000010008392,0.000003387349,0.000055207012,0.00014482423,9.569995e-7,0.0000883932,0.00057754875,0.0000027870615,0.000035380766,0.00013273781,0.9989543,0.0000032851701],"about_ca_topic_score_codex":0.008707906,"about_ca_topic_score_gemma":0.01569505,"teacher_disagreement_score":0.9912921,"about_ca_system_score_codex":0.0033342075,"about_ca_system_score_gemma":0.0035990942,"threshold_uncertainty_score":0.13952452},"labels":[],"label_agreement":null},{"id":"W3200841059","doi":"10.1353/aph.2021.0060","title":"Practice, Practice, Practice","year":2021,"lang":"en","type":"article","venue":"Appalachian review","topic":"Educational Reforms and Innovations","field":"Environmental Science","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":"Sadness; Happiness; Poetry; Variety (cybernetics); Psychology; Audit; Art; Literature; Management; Anger; Social psychology; Computer science","score_opus":0.013966497109289064,"score_gpt":0.32679435088993736,"score_spread":0.3128278537806483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200841059","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005907643,0.04161918,0.02250154,0.5198516,0.024108667,0.004674786,0.00036312416,0.0010964773,0.37987694],"genre_scores_gemma":[0.21427684,0.059444323,0.07929423,0.3960802,0.013186275,0.011575526,0.0007322998,0.00072526827,0.2246849],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9604147,0.024294637,0.0018227454,0.0026360885,0.008558135,0.0022735968],"domain_scores_gemma":[0.93700117,0.013599794,0.0031297773,0.007561929,0.019302312,0.019404987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02944663,0.00082843035,0.00078680436,0.0020931698,0.004667539,0.010959417,0.002365945,0.006065319,0.05492036],"category_scores_gemma":[0.10038539,0.0006372595,0.00068605965,0.0013078463,0.007505042,0.008854985,0.012293871,0.009221804,0.027496886],"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":[0.000056782832,0.0002188744,0.0012507619,0.0024216368,0.000028451603,0.00021774849,0.007380467,0.0001094975,0.00036892586,0.03419582,0.6780001,0.27575102],"study_design_scores_gemma":[0.00005718924,0.00009430783,0.001005526,0.004416331,0.000010920286,0.00033438217,0.0052112583,0.00005051324,0.00009630068,0.012630426,0.9760736,0.000019212364],"about_ca_topic_score_codex":0.003257558,"about_ca_topic_score_gemma":0.005146057,"teacher_disagreement_score":0.05492036,"about_ca_system_score_codex":0.007486425,"about_ca_system_score_gemma":0.033563975,"threshold_uncertainty_score":0.1837269},"labels":[],"label_agreement":null},{"id":"W4379791988","doi":"10.1353/aph.2022.a899178","title":"Business Tool on Odometer Statement","year":2022,"lang":"en","type":"article","venue":"Appalachian review","topic":"Artificial Intelligence Applications","field":"Computer Science","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":"Poetry; Quarter (Canadian coin); Management; Business; Art; History; Literature; Economics; Archaeology","score_opus":0.03597374511413661,"score_gpt":0.30007958990343625,"score_spread":0.26410584478929966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379791988","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":[0.0004088307,0.004846112,0.0043842434,0.04452517,0.010963301,0.00021766251,0.0026010068,0.0052668955,0.92678684],"genre_scores_gemma":[0.0044434625,0.0034396623,0.00197759,0.015092126,0.0024456193,0.00014568219,0.00179509,0.000743615,0.96991706],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972128,0.0003735894,0.00013607812,0.00020176491,0.0018122961,0.00026347447],"domain_scores_gemma":[0.99336785,0.0012438446,0.0003601895,0.00063876325,0.0033911122,0.0009981885],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002006645,0.0010103409,0.00046625859,0.002146269,0.0013764774,0.0043322667,0.0018835033,0.0037472534,0.46913362],"category_scores_gemma":[0.011376491,0.00040978595,0.0003539363,0.002269351,0.0009146577,0.0049686767,0.0037075365,0.0027294506,0.40477917],"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":[0.0000056667504,0.00001016906,0.000043326603,0.000042634314,5.998135e-7,0.000028341266,0.000024394076,0.0000075576095,0.00008899076,0.003868315,0.9561158,0.03976427],"study_design_scores_gemma":[0.000001894141,0.0000044698277,0.00010829959,0.000050590093,3.6948595e-7,0.00002894216,0.000033350938,0.000009992551,0.000039426104,0.00026107757,0.99945885,0.0000026984378],"about_ca_topic_score_codex":0.006756993,"about_ca_topic_score_gemma":0.007609945,"teacher_disagreement_score":0.46913362,"about_ca_system_score_codex":0.0011794902,"about_ca_system_score_gemma":0.002795755,"threshold_uncertainty_score":0.75721645},"labels":[],"label_agreement":null},{"id":"W4396755497","doi":"10.1353/aph.2023.a926427","title":"My Mother's Madame Alexander Doll","year":2023,"lang":"en","type":"article","venue":"Appalachian review","topic":"Historical Gender and Feminism 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":"Art; Art history","score_opus":0.06137478578214237,"score_gpt":0.369126460397122,"score_spread":0.3077516746149796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396755497","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":[0.0106416335,0.013287101,0.0030331286,0.19202425,0.039342623,0.00020210928,0.0007301009,0.0018229169,0.73891616],"genre_scores_gemma":[0.019603342,0.005149051,0.001049867,0.052237127,0.0015863755,0.000103156126,0.00019269565,0.00031259342,0.9197658],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994586,0.000103668666,0.000014752518,0.00011716666,0.00017721155,0.00012863394],"domain_scores_gemma":[0.99889994,0.00008276906,0.000045516193,0.000041109473,0.00029230028,0.00063832686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005904155,0.0009980866,0.0004858495,0.00044104163,0.0046690386,0.0024832557,0.00081593374,0.0020860466,0.2540372],"category_scores_gemma":[0.0031310488,0.0003861486,0.0003581277,0.00019864504,0.0008772789,0.0025785754,0.0035685315,0.0046824315,0.10972077],"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":[0.000010039684,0.000019185236,0.00023656391,0.000026509482,0.0000013842025,0.0006736762,0.0013017396,0.0000071282243,0.00012669142,0.0014582115,0.9761829,0.019956024],"study_design_scores_gemma":[0.0000022482818,0.000014697864,0.00027528327,0.000077265984,0.0000016508957,0.0011676116,0.002108986,0.000008939854,0.00005157357,0.00024779452,0.99603796,0.000006057644],"about_ca_topic_score_codex":0.008034476,"about_ca_topic_score_gemma":0.017739315,"teacher_disagreement_score":0.2540372,"about_ca_system_score_codex":0.0011457539,"about_ca_system_score_gemma":0.0017301027,"threshold_uncertainty_score":0.8498391},"labels":[],"label_agreement":null}]}