{"meta":{"query_hash":"80a9e3f3a87a","filters":{"venue":"Palgrave studies in life writing"},"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/80a9e3f3a87a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Palgrave+studies+in+life+writing"},"results":[{"id":"W2767296446","doi":"10.1007/978-3-319-56750-1_12","title":"Charlotte Brontë (1816–1855): (Un)Masked Author to Mythic Woman","year":2017,"lang":"en","type":"book-chapter","venue":"Palgrave studies in life writing","topic":"Historical and Scientific Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Miller; Literature; Identity (music); Art; Speculation; Performance art; Art history; Philosophy; Psychoanalysis; Aesthetics; Psychology","score_opus":0.14039471589987215,"score_gpt":0.3549781048031105,"score_spread":0.21458338890323833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767296446","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022549385,0.033873726,0.00006259136,0.00807289,0.0047404943,0.0015447455,0.00009944497,0.00026347121,0.9490877],"genre_scores_gemma":[0.3141784,0.002349351,0.0017353715,0.0026651658,0.0040025343,0.00023565175,0.000038759892,0.0001908802,0.6746039],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99562365,0.00004832483,0.0011579901,0.0012706339,0.0009856565,0.00091372244],"domain_scores_gemma":[0.9971006,0.00040986325,0.0004937582,0.0009708338,0.00053297955,0.00049195025],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001246019,0.0007866612,0.0020998148,0.0005258771,0.0011830124,0.00006378783,0.0004480427,0.00038638228,0.0001733279],"category_scores_gemma":[0.0037238058,0.00068947574,0.00041970215,0.00009859696,0.00080011034,0.00003051156,0.00081581343,0.0011126093,0.00060675846],"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":[0.0011600609,0.00035121327,0.011478091,0.008388788,0.011037364,0.007997272,0.1178852,0.0000063167513,0.0011502756,0.16956307,0.4143648,0.25661755],"study_design_scores_gemma":[0.0034672457,0.0009417236,0.0096997125,0.013732203,0.0011948901,0.00011749511,0.008379545,0.000052717012,0.000073934134,0.017245531,0.9422167,0.002878322],"about_ca_topic_score_codex":0.00004158519,"about_ca_topic_score_gemma":0.00012775563,"teacher_disagreement_score":0.5278519,"about_ca_system_score_codex":0.0005692242,"about_ca_system_score_gemma":0.0001339192,"threshold_uncertainty_score":0.99955565},"labels":[],"label_agreement":null},{"id":"W2808652467","doi":"10.1007/978-3-319-74965-5_12","title":"Teaching about Torture, or, Reading between the Lines in the Humanities","year":2018,"lang":"en","type":"book-chapter","venue":"Palgrave studies in life writing","topic":"Torture, Ethics, and Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Torture; Interrogation; Sympathy; Compassion; Witness; Normalization (sociology); Reading (process); Psychology; Aesthetics; Sociology; Social psychology; Law; Art; Political science; Human rights; Social science","score_opus":0.20904672132507973,"score_gpt":0.4083195637817871,"score_spread":0.19927284245670734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808652467","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011464079,0.013633687,0.0000072587877,0.0029977786,0.0012294255,0.00067394006,0.000030477948,0.00009889898,0.9801821],"genre_scores_gemma":[0.8202525,0.009575989,0.00026371214,0.0072838827,0.03934585,0.00012800403,0.000027401486,0.00014264217,0.12298003],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963083,0.0006723684,0.0009157128,0.0005102768,0.0009024771,0.00069085974],"domain_scores_gemma":[0.9921855,0.006654494,0.00047846526,0.00041247395,0.00022124939,0.000047837562],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.008094841,0.00045238517,0.0007580183,0.00017978481,0.0034865215,0.0003349892,0.00102753,0.0004975819,0.00007004013],"category_scores_gemma":[0.004771605,0.0002727896,0.00019228659,0.00009543965,0.0034933323,0.00007789835,0.00031406787,0.0023516386,0.00001759711],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068788063,0.000003712511,0.0027590527,0.00012322048,0.00013606262,0.000027513195,0.31267002,4.0829534e-7,1.0951311e-7,0.6797486,0.0017757457,0.0027486782],"study_design_scores_gemma":[0.00015523209,0.00004710969,0.0009815866,0.002071955,0.000097972086,0.0000016911512,0.24476208,0.0000013075817,3.3666754e-7,0.13575137,0.6156677,0.00046167246],"about_ca_topic_score_codex":0.002903822,"about_ca_topic_score_gemma":0.047768727,"teacher_disagreement_score":0.8572021,"about_ca_system_score_codex":0.0002122582,"about_ca_system_score_gemma":0.00022433826,"threshold_uncertainty_score":0.9999724},"labels":[],"label_agreement":null},{"id":"W4387102322","doi":"10.1007/978-3-031-40463-4","title":"Mix Tape Memories","year":2023,"lang":"en","type":"book","venue":"Palgrave studies in life writing","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Trent University; Nottingham Trent University; University of East London","keywords":"Computer science","score_opus":0.06881020824498295,"score_gpt":0.3578306751805263,"score_spread":0.28902046693554334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387102322","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020379238,0.02081658,0.0000013034697,0.0013119575,0.004202971,0.0004076675,0.000053852036,0.00035499706,0.9726469],"genre_scores_gemma":[0.04166354,0.014854464,0.00021963932,0.00067630946,0.0076062074,0.0001892901,0.000044141427,0.00010247642,0.9346439],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970186,0.00021486466,0.0006374845,0.0005406174,0.00078300876,0.0008054247],"domain_scores_gemma":[0.99772424,0.0012562982,0.0002638608,0.00024180996,0.00036681382,0.00014700147],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001310525,0.00036985884,0.0008351728,0.00022088873,0.0012819762,0.00008877932,0.00047976634,0.00039808278,0.00006951789],"category_scores_gemma":[0.004518769,0.0004192009,0.00019560625,0.00047407468,0.0017662059,0.000054303015,0.00043481519,0.0005567409,0.00036601842],"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":[0.000030459756,0.000017181572,0.0017929319,0.00067449565,0.00043595862,0.0003980224,0.09233394,0.0000038813696,7.940417e-7,0.5979819,0.2993781,0.006952296],"study_design_scores_gemma":[0.00018797335,0.000043591204,0.00018239117,0.0009881972,0.0000763176,8.144897e-7,0.053186547,8.8387844e-7,5.4676536e-7,0.18395719,0.7608417,0.00053381827],"about_ca_topic_score_codex":0.0009342719,"about_ca_topic_score_gemma":0.014889514,"teacher_disagreement_score":0.46146363,"about_ca_system_score_codex":0.001068145,"about_ca_system_score_gemma":0.000915584,"threshold_uncertainty_score":0.99982595},"labels":[],"label_agreement":null},{"id":"W4395957694","doi":"10.1007/978-3-031-51804-1_12","title":"Photography, Intermediality, and Graphic Illness Narratives","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave studies in life writing","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Narrative; Photography; Visual arts; Art; Literature","score_opus":0.07197841934879982,"score_gpt":0.3029635366227803,"score_spread":0.23098511727398047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395957694","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009259378,0.07707568,0.0000015319157,0.0008791048,0.0029568495,0.000536826,0.00022599414,0.00014018119,0.90892446],"genre_scores_gemma":[0.95409775,0.013416978,0.00002337354,0.00027338494,0.0020640446,0.00009929514,0.000028171258,0.00010099635,0.029896017],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99779415,0.00004246773,0.00079186546,0.0007125154,0.00028177892,0.00037721178],"domain_scores_gemma":[0.9987949,0.00041887275,0.00023784589,0.00024893033,0.00019875917,0.00010067877],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004824376,0.0006174701,0.00095496804,0.0008886715,0.00055029086,0.0002971697,0.0002101734,0.00015447963,0.00022121544],"category_scores_gemma":[0.0000879379,0.00053828576,0.00031332037,0.000061322906,0.0030832987,0.000057348912,0.00047528523,0.00082366087,0.0000133520925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013145784,0.000006054188,0.00013721813,0.0005815943,0.00062032155,0.00005177488,0.1621796,5.899316e-8,0.0000024576761,0.8347416,0.0005649848,0.0011012249],"study_design_scores_gemma":[0.00024650272,0.000087276174,0.000027951055,0.0027338476,0.000084198015,0.000005748101,0.16269365,0.000006124368,0.0000013608301,0.7436331,0.08981836,0.000661878],"about_ca_topic_score_codex":0.00004169383,"about_ca_topic_score_gemma":0.003122126,"teacher_disagreement_score":0.94483835,"about_ca_system_score_codex":0.00003096835,"about_ca_system_score_gemma":0.000031613476,"threshold_uncertainty_score":0.99970686},"labels":[],"label_agreement":null}]}