{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"1716a52e91bc","filters":{"venue":"Literary Geographies"}},"results":[{"id":"W2662146564","doi":"","title":"Dwelling in Intimate and Grand Spaces: Natural, Bodily and Narrative Landscapes in Alice Munro’s “What Do You Want to Know For?”","year":2017,"lang":"en","type":"article","venue":"Literary Geographies","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trent University","funders":"","keywords":"Narrative; Memoir; Natural (archaeology); Aesthetics; Space (punctuation); Art; Literature; Art history; Philosophy; History; Archaeology","authors":[{"name":"Margaret Steffler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008080615664842807,"gpt":0.2427841378010481,"spread":0.2347035221362053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002157343,0.000283025,0.0003640265,0.0004760181,0.0009056485,0.00443047,0.0002425453,0.00008519255,0.00002716368],"category_scores_gemma":[0.00005594438,0.0002310043,0.0000603254,0.0001008018,0.0004547305,0.002017221,0.0001799518,0.0002195112,4.008025e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001003691,"about_ca_system_score_gemma":0.000008259036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002212812,"about_ca_topic_score_gemma":0.004052157,"domain_scores_codex":[0.9987699,0.00004126185,0.0002610635,0.0004404209,0.000130815,0.0003565327],"domain_scores_gemma":[0.9992819,0.0001149018,0.0001093297,0.0003267027,0.00008797226,0.00007922571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000503352,0.00006041484,0.09617434,0.0003012169,0.00007243227,0.00004963576,0.7229081,0.000003169535,0.00003464376,0.1678676,0.003133053,0.008892056],"study_design_scores_gemma":[0.0009374224,0.0001697723,0.01130787,0.001339424,0.0000200383,0.000009641179,0.02792124,0.00007049894,0.00002453386,0.01702227,0.9407111,0.000466224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9242179,0.065922,0.000001052072,0.001463368,0.001266171,0.0005938142,0.0001622062,0.00004689795,0.006326539],"genre_scores_gemma":[0.9953265,0.002967355,0.0004203102,0.0003433595,0.0002772922,0.00008006174,0.00004868704,0.00002032704,0.0005161063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.937578,"threshold_uncertainty_score":0.996603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2768702797","doi":"","title":"Langscape: Language, Landscape, and Memory, the Origins of a Poetics","year":2017,"lang":"en","type":"article","venue":"Literary Geographies","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Poetics; Poetry; Theme (computing); Reading (process); Literature; Linguistics; History; Art; Philosophy; Computer science","authors":[{"name":"Mary di Michele","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009623378893694681,"gpt":0.2612304776615287,"spread":0.251607098767834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001319823,0.00005834536,0.00009732737,0.00003265376,0.001049922,0.00006427948,0.0002143048,0.00002995727,0.00005346641],"category_scores_gemma":[0.00003889083,0.00003691514,0.0000433431,0.00007549635,0.0009143201,0.0001184097,0.00009905108,0.00005219809,0.000006101751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006959578,"about_ca_system_score_gemma":0.000003905395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003091771,"about_ca_topic_score_gemma":0.0009798589,"domain_scores_codex":[0.9995247,0.00003351667,0.00007656668,0.00008935753,0.0001480055,0.0001278834],"domain_scores_gemma":[0.9996514,0.00005653507,0.0000627129,0.0001817889,0.000008053737,0.00003953389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001516761,0.00005752575,0.8458433,0.00002761652,0.00005676087,0.00001036905,0.09646576,2.387667e-7,0.000076918,0.02075535,0.004993639,0.0316974],"study_design_scores_gemma":[0.0001509836,0.00003157232,0.4179851,0.00001664265,0.00002158243,8.494039e-7,0.007534492,0.000001854851,0.00004024903,0.002078368,0.5720423,0.00009605187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9183013,0.008140295,0.000001140944,0.002229935,0.0001547131,0.00007589025,0.00001531716,0.00002040293,0.07106104],"genre_scores_gemma":[0.9943656,0.002707597,0.0000651514,0.00009519764,0.0001219073,0.000005846983,0.000001529028,0.000003303398,0.002633917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5670487,"threshold_uncertainty_score":0.8075258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3034989491","doi":"","title":"Street-Level Writing: Los Angeles in the Works of Charles Bukowski","year":2020,"lang":"en","type":"article","venue":"Literary Geographies","topic":"Crime and Detective Fiction Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"The Imaginary; Representation (politics); Insider; Context (archaeology); Interpretation (philosophy); Perspective (graphical); Sociology; Face (sociological concept); Point (geometry); Aesthetics; Order (exchange); History; Epistemology; Linguistics; Art; Visual arts; Politics; Psychology; Psychoanalysis; Philosophy; Law; Social science; Political science; Archaeology; Mathematics","authors":[{"name":"Marc Brosseau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06237244429255106,"gpt":0.2460296716225789,"spread":0.1836572273300279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008798921,0.0001408277,0.0002112617,0.000207029,0.0002043259,0.000143796,0.0001778492,0.00002921274,0.000245053],"category_scores_gemma":[0.00002180296,0.00009600067,0.0001343314,0.0002468201,0.0003704611,0.000283394,0.00005776945,0.000158418,0.000005151187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001697452,"about_ca_system_score_gemma":0.000004516971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001176276,"about_ca_topic_score_gemma":0.0008193998,"domain_scores_codex":[0.9991376,0.00006162655,0.0002812868,0.000178527,0.0001738905,0.0001671025],"domain_scores_gemma":[0.9995224,0.0001625628,0.00007934342,0.0001356438,0.00007345277,0.00002658219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002563373,0.0003619284,0.2165624,0.0003920946,0.0002870651,0.00004080622,0.4624689,0.000004581176,0.000130161,0.2175162,0.04671676,0.05526279],"study_design_scores_gemma":[0.0009451944,0.0004501728,0.1942652,0.0004084811,0.00007792501,0.000002932896,0.221516,0.00003295291,0.0004671153,0.01083392,0.5704558,0.0005442562],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468367,0.01738204,0.0000156475,0.001214439,0.000168919,0.0002493593,0.00060373,0.00009703651,0.03343216],"genre_scores_gemma":[0.9979706,0.0004119523,0.00002813337,0.0009792908,0.0004501934,0.00002896582,0.00002029677,0.000009441726,0.0001010642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5237391,"threshold_uncertainty_score":0.3914794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2970710073","doi":"","title":"Atmospheric Literary Geography","year":2019,"lang":"en","type":"article","venue":"Literary Geographies","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Geography; Environmental science; Meteorology; Physical geography","authors":[{"name":"Hsuan L. Hsu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005077776670142043,"gpt":0.2339285908989633,"spread":0.2288508142288213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007539185,0.0004373889,0.0005368028,0.000489064,0.000996517,0.0003690637,0.0008832458,0.0003864688,0.003289319],"category_scores_gemma":[0.00006153037,0.0004199442,0.001012138,0.01031373,0.001034208,0.001190876,0.0001385232,0.0005454634,0.0006126711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002234669,"about_ca_system_score_gemma":0.00006158286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005346079,"about_ca_topic_score_gemma":0.00007072282,"domain_scores_codex":[0.9958975,0.0005016306,0.0005769145,0.0008543089,0.0009690576,0.001200623],"domain_scores_gemma":[0.9978898,0.0003798135,0.0001748005,0.0007899698,0.0001926942,0.0005729027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008424999,0.0002586416,0.8605604,0.00006133816,0.0001495778,0.0000331247,0.007468448,0.000002551594,0.00002120892,0.06773485,0.003392467,0.06023318],"study_design_scores_gemma":[0.0003782037,0.0001445932,0.09238134,0.00006647092,0.00003088727,0.000002543278,0.0003341248,0.000008485801,0.000004885638,0.06390604,0.842196,0.0005464443],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5851918,0.04610735,0.0000905234,0.001909791,0.003194231,0.001120221,0.00005856931,0.001403647,0.3609239],"genre_scores_gemma":[0.9780171,0.005285465,0.003316294,0.002261101,0.0007631031,0.0001031079,0.00007412709,0.00005828162,0.01012143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8388035,"threshold_uncertainty_score":0.9998252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769452488","doi":"","title":"Reinventing the Self in the Canadian Multicultural Space(s): Frederick Philip Grove’s Search for Identity","year":2017,"lang":"en","type":"article","venue":"Literary Geographies","topic":"Canadian Identity and History","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":"Multiculturalism; Realm; Ethnic group; Space (punctuation); Identity (music); Sociology; Immigration; Biography; Cultural identity; Construct (python library); Gender studies; Aesthetics; Genealogy; History; Media studies; Anthropology; Art history; Art; Social science; Philosophy","authors":[{"name":"Rocco Leo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02486124790247972,"gpt":0.2823453580606222,"spread":0.2574841101581425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001494298,0.00009390612,0.0001135112,0.0004666616,0.01146136,0.00460068,0.001188331,0.0000886615,0.0001524436],"category_scores_gemma":[0.0002180607,0.000074296,0.0001712882,0.0004056541,0.001241534,0.00116485,0.00005485001,0.0002384985,0.00002539413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992754,"about_ca_system_score_gemma":0.000401021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9854696,"about_ca_topic_score_gemma":0.9996368,"domain_scores_codex":[0.9985559,0.0002158285,0.0001550107,0.0002114364,0.0003463415,0.0005155048],"domain_scores_gemma":[0.9990783,0.0001486105,0.00008588954,0.0004531941,0.00008774149,0.0001462496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001684489,0.00006479217,0.1777603,0.00007730523,0.00008158389,0.00006351565,0.4755654,0.00000370523,0.00001257496,0.2762383,0.06528474,0.004830951],"study_design_scores_gemma":[0.0001459921,0.000007843067,0.2914776,0.00002231915,0.00001446939,0.000001539274,0.007236842,0.00001418954,9.536906e-7,0.004109627,0.6968576,0.000111051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8096486,0.002670099,0.000003106048,0.06675538,0.00164072,0.001627992,0.0001366674,0.00008104633,0.1174364],"genre_scores_gemma":[0.9945134,0.0003051533,0.00009933572,0.0006635615,0.0004856748,0.00006926891,0.00001076225,0.000007910718,0.003844914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6315728,"threshold_uncertainty_score":0.9964327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3117291120","doi":"","title":"Homebound: Reflections on Spatial Difference as a Suburban Child","year":2020,"lang":"en","type":"article","venue":"Literary Geographies","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"Injustice; Sociology; Sense of place; Class (philosophy); Aesthetics; Media studies; Gender studies; History; Psychology; Social psychology; Social science; Art; Epistemology","authors":[{"name":"Sunjay Mathuria","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02036855155373685,"gpt":0.2369286868601495,"spread":0.2165601353064127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004055414,0.0002644739,0.0002772093,0.0004217931,0.0006605468,0.0005434289,0.0003087614,0.00005827912,0.00256884],"category_scores_gemma":[0.00003283402,0.0002181748,0.0002924811,0.0003634641,0.0003620807,0.0002977374,0.00007067339,0.0003550228,0.000208773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007040907,"about_ca_system_score_gemma":0.000009731529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002313903,"about_ca_topic_score_gemma":0.0003723977,"domain_scores_codex":[0.9986876,0.00007253353,0.0002758303,0.000413397,0.0002661181,0.000284511],"domain_scores_gemma":[0.9992787,0.00007121704,0.00008731273,0.0003531077,0.00006927708,0.0001403593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002284691,0.0001998864,0.002908166,0.00006685706,0.0004081638,0.00004040599,0.1979277,0.00000404168,0.00007885349,0.7855622,0.006255305,0.006319902],"study_design_scores_gemma":[0.0002759543,0.0005564106,0.002093547,0.00009169476,0.00009644755,0.000006324254,0.001108173,0.00003328627,0.00009202532,0.02562967,0.9696267,0.0003897192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3300078,0.003792605,0.0001051748,0.01248303,0.001493653,0.0003838112,0.0003786795,0.0009381257,0.6504171],"genre_scores_gemma":[0.9839411,0.0000838391,0.00006362717,0.008225059,0.002050686,0.0000332321,0.0001291555,0.00002833066,0.00544498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9633715,"threshold_uncertainty_score":0.9983429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035004853","doi":"","title":"Sarah Wylie Krotz (2018) Mapping with Words: Anglo-Canadian Literary Cartographies, 1789-1916","year":2020,"lang":"en","type":"article","venue":"Literary Geographies","topic":"Travel Writing and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Art; History; Art history; Linguistics; Philosophy","authors":[{"name":"Brigid Magner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0172431821498953,"gpt":0.1726656692046215,"spread":0.1554224870547262,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001453758,0.0006473447,0.0005602532,0.00137022,0.00103841,0.001810941,0.0005406803,0.0001795057,0.001404167],"category_scores_gemma":[0.00001906918,0.0005393531,0.0003429212,0.001227878,0.000779565,0.001168785,0.00007650782,0.0007067472,0.0001045043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001698759,"about_ca_system_score_gemma":0.0000955112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004069418,"about_ca_topic_score_gemma":0.009514343,"domain_scores_codex":[0.997026,0.0001199092,0.0005639595,0.0008321321,0.0004203465,0.001037608],"domain_scores_gemma":[0.9982466,0.00009377267,0.0001590121,0.0005569074,0.0001703744,0.0007733919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004002476,0.0002140886,0.09423575,0.001085382,0.0009910692,0.001176119,0.5909191,0.000005982268,0.00006748812,0.1310505,0.1225839,0.05727038],"study_design_scores_gemma":[0.0006292675,0.0002665014,0.007604002,0.0005087598,0.000054131,0.00003524538,0.004561833,0.00001939547,0.00001155755,0.002746012,0.9827603,0.0008030156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5979449,0.08290954,0.00004867133,0.01820754,0.002210057,0.001730739,0.00412654,0.002643237,0.2901787],"genre_scores_gemma":[0.977641,0.0003392002,0.000862507,0.01147937,0.00270397,0.0000857534,0.000816247,0.0001150828,0.005956887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8601764,"threshold_uncertainty_score":0.9997058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}