{"meta":{"query_hash":"10449cd62c04","filters":{"venue":"University of Victoria Libraries eBooks"},"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/10449cd62c04","api":"https://metacan.xera.ac/api/v1/cohort?venue=University+of+Victoria+Libraries+eBooks"},"results":[{"id":"W2273436765","doi":"","title":"The lion and the fox : art and literary works by Wyndham Lewis from the C.J. Fox Collection","year":2009,"lang":"en","type":"book","venue":"University of Victoria Libraries eBooks","topic":"Themes in Literature Analysis","field":"Arts and Humanities","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":"Exhibition; Art history; Art; Performance art; Visual arts","score_opus":0.00474111561585448,"score_gpt":0.14336718277059038,"score_spread":0.1386260671547359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2273436765","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":[0.00026012064,0.027776483,0.000049083043,0.0022430683,0.00085661525,0.000503627,0.00028033665,0.00008785177,0.96794283],"genre_scores_gemma":[0.0036487496,0.0009646864,0.000043407166,0.00045694853,0.0008855328,0.0000010089627,0.00021161878,0.000026481004,0.99376154],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878424,0.00021474628,0.00022874163,0.00031790446,0.00026395888,0.0001904218],"domain_scores_gemma":[0.9976168,0.0014059953,0.00033548352,0.0005057794,0.00009596794,0.000039950053],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00019349037,0.00030599258,0.0004219207,0.00008156177,0.0020593768,0.0012069249,0.0005484463,0.00024912634,0.00025241604],"category_scores_gemma":[0.000021073327,0.00018041658,0.00020006698,0.000032684937,0.0023563853,0.00040496737,0.00028560674,0.0005659896,0.0000043066984],"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":[0.00043123765,0.000007590342,0.000006937689,0.000011836459,0.00047107707,0.0000029274252,0.07111195,8.536233e-8,0.0000011322122,0.37460902,0.5483095,0.005036732],"study_design_scores_gemma":[0.00062185625,0.000054097767,0.000011531709,0.00017233871,0.00040053917,0.0000011132277,0.0020543647,0.000015904574,0.0000044542785,0.12038843,0.87609833,0.00017704205],"about_ca_topic_score_codex":0.0001636728,"about_ca_topic_score_gemma":0.00051457295,"teacher_disagreement_score":0.32778883,"about_ca_system_score_codex":0.000044534143,"about_ca_system_score_gemma":0.00012128196,"threshold_uncertainty_score":0.9998299},"labels":[],"label_agreement":null},{"id":"W2970072607","doi":"10.18357/9781550587128","title":"Toward a Moral Horizon: Nursing Ethics for Leadership and Practice","year":2023,"lang":"en","type":"book","venue":"University of Victoria Libraries eBooks","topic":"Ethics in medical practice","field":"Health Professions","cited_by":152,"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":"Health care; Nursing; Nursing ethics; Nurse education; Political science; Medicine; Sociology; Psychology; Law","score_opus":0.4052200617198748,"score_gpt":0.44090676246360805,"score_spread":0.03568670074373326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970072607","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":[0.00000585789,0.00045127358,0.004132469,0.028251613,0.0048412625,0.0014324075,0.00020932205,0.00038620923,0.9602896],"genre_scores_gemma":[0.00025113267,0.00029912736,0.01781293,0.0018465652,0.0020595267,0.000003823408,0.0001540941,0.00014410225,0.9774287],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99482423,0.0026109505,0.0004913541,0.0006026731,0.00083558884,0.00063521403],"domain_scores_gemma":[0.920146,0.07729744,0.0010371512,0.00049109774,0.00072216353,0.00030616287],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0047841645,0.000367718,0.00075022224,0.00025864504,0.00216,0.00003758885,0.0006323268,0.0033560016,0.00012172027],"category_scores_gemma":[0.022311946,0.0004467614,0.00016244638,0.000075093165,0.0022441926,0.0005716041,0.00046429838,0.010590045,0.00007199751],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011293849,0.000020322057,0.0000067723913,0.0031152207,0.00020741392,0.00004595107,0.078580484,1.5420065e-7,0.00000598966,0.73186386,0.18420078,0.0008236453],"study_design_scores_gemma":[0.000976995,0.0002811064,0.00000589638,0.0027221336,0.0005267158,0.0000036030503,0.069946095,0.000009715471,0.0000027795259,0.2430041,0.6822268,0.00029409872],"about_ca_topic_score_codex":0.000112169444,"about_ca_topic_score_gemma":0.000078546625,"teacher_disagreement_score":0.49802598,"about_ca_system_score_codex":0.00039917842,"about_ca_system_score_gemma":0.006859582,"threshold_uncertainty_score":0.9997984},"labels":[],"label_agreement":null},{"id":"W3195661687","doi":"","title":"The Malahat review at fifty : Canada's iconic literary journal","year":2017,"lang":"en","type":"book","venue":"University of Victoria Libraries eBooks","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Art; Literature; Media studies; Art history; Sociology","score_opus":0.016080725559212482,"score_gpt":0.1809753313628192,"score_spread":0.16489460580360674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195661687","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":[0.000024235154,0.03203186,3.805579e-7,0.00071164477,0.002473735,0.00020448142,0.00021414454,0.000029115965,0.9643104],"genre_scores_gemma":[0.00023808166,0.0038164444,0.000005646265,0.00047132213,0.001773665,1.6153355e-7,0.000079119236,0.000027047576,0.9935885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988034,0.000099551,0.0002577629,0.0002046078,0.0003617972,0.0002729236],"domain_scores_gemma":[0.9982497,0.00017415288,0.0007002574,0.00054658734,0.00018797115,0.00014132871],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017638245,0.00029379394,0.00049875904,0.000039668477,0.0037493869,0.00039735614,0.0011718697,0.00012874795,0.0037504598],"category_scores_gemma":[0.000023332765,0.00021970339,0.0002935164,0.00000368651,0.0010612006,0.00032261337,0.0004610271,0.0005158068,0.000035929676],"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":[0.000042944863,0.0000029524504,0.000001478718,0.00026770128,0.00015343181,0.0000629284,0.0051590586,7.9281e-9,3.1738844e-7,0.35355136,0.63965404,0.0011037784],"study_design_scores_gemma":[0.00018562762,0.000056537323,0.0000028115855,0.0020660223,0.00020154119,0.000011892615,0.00032986442,1.6364774e-7,0.000004530266,0.019087736,0.9778002,0.00025306118],"about_ca_topic_score_codex":0.003030209,"about_ca_topic_score_gemma":0.18487628,"teacher_disagreement_score":0.33814618,"about_ca_system_score_codex":0.0002149585,"about_ca_system_score_gemma":0.0023638776,"threshold_uncertainty_score":0.99754757},"labels":[],"label_agreement":null},{"id":"W4406096437","doi":"10.18357/9781550587333","title":"Stories That Shape Us: Narratives of Intergenerational Resilience and Chinese Canadian Families","year":2024,"lang":"en","type":"book","venue":"University of Victoria Libraries eBooks","topic":"Resilience and Mental Health","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":"Narrative; Resilience (materials science); Psychology; Sociology; Gender studies; History; Genealogy; Art; Literature","score_opus":0.01768378663665752,"score_gpt":0.26931448122233986,"score_spread":0.2516306945856823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406096437","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":[0.17881587,0.0025117076,0.000010546908,0.00015114002,0.002269032,0.0003075517,0.00058818096,0.0000399915,0.815306],"genre_scores_gemma":[0.23343384,0.00016904835,0.00032230178,0.000072069066,0.00025515427,9.188894e-7,0.00012733434,0.000028393622,0.7655909],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988262,0.0000683623,0.00021655696,0.00040446006,0.00023892456,0.00024546878],"domain_scores_gemma":[0.999166,0.00009213999,0.00019053342,0.00027591104,0.00006785311,0.00020754655],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000783512,0.00026295084,0.00043344015,0.00041221606,0.00020841789,0.00003163984,0.0003674526,0.00031075408,0.00066967274],"category_scores_gemma":[0.00000773261,0.00026605334,0.00009676299,0.000060573304,0.001141376,0.00022840896,0.00015964464,0.000279822,0.00001722249],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065747695,0.000049329505,0.02426582,0.0010685809,0.00056905096,0.00017039399,0.3017956,0.0000015864969,0.00018160927,0.555364,0.112284414,0.0035921214],"study_design_scores_gemma":[0.00049653806,0.0004869333,0.009168959,0.00058934995,0.000079413134,0.000015259124,0.046849366,0.000010639331,0.00008213789,0.01525166,0.9264916,0.0004781068],"about_ca_topic_score_codex":0.014397876,"about_ca_topic_score_gemma":0.069755785,"teacher_disagreement_score":0.81420726,"about_ca_system_score_codex":0.00014421411,"about_ca_system_score_gemma":0.0018139516,"threshold_uncertainty_score":0.99997914},"labels":[],"label_agreement":null}]}