{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"f8cdfd3829e6","filters":{"venue":"Garland Science eBooks"}},"results":[{"id":"W1491063910","doi":"10.1201/9781136969898","title":"Introduction to Protein Structure","year":2012,"lang":"en","type":"book","venue":"Garland Science eBooks","topic":"RNA and protein synthesis mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2392,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"C.-I. Brändén","is_ca":false},{"name":"John Tooze","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00778790587911924,"gpt":0.2200073120172839,"spread":0.2122194061381647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003990417,0.001734001,0.001266195,0.001742632,0.0009233724,0.002522694,0.00142028,0.001231097,0.2115845],"category_scores_gemma":[0.0009908557,0.0008831389,0.0009421886,0.002306346,0.0007749378,0.002593312,0.001227877,0.003269287,0.2205209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009845599,"about_ca_system_score_gemma":0.001289665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098667,"about_ca_topic_score_gemma":0.002638877,"domain_scores_codex":[0.9995251,0.00003110507,0.0000190164,0.00009429079,0.0003044049,0.00002602041],"domain_scores_gemma":[0.9995808,0.0001164842,0.000027124,0.00005595088,0.0001400638,0.00007959211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002885477,0.00004844687,0.0000647469,0.0006578562,0.00001176895,0.00007621864,0.00007734261,0.000580628,0.003400489,0.01725044,0.7948619,0.1829414],"study_design_scores_gemma":[0.000002077752,0.000009829795,0.00008179876,0.00008009493,0.00000175182,0.0001243156,0.00000778893,0.00006257975,0.0001699891,0.005859351,0.9935955,0.000004882553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001003875,0.2276214,0.04495759,0.008125336,0.01525762,0.0002165367,0.007241643,0.005914307,0.6896617],"genre_scores_gemma":[0.002587311,0.07192262,0.01724072,0.002861032,0.001801516,0.0001389511,0.004097002,0.0008088341,0.8985419],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2115845,"threshold_uncertainty_score":0.7078205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3083889836","doi":"10.4324/9781315165462-15","title":"Case 15: Atopic Dermatitis","year":2017,"lang":"en","type":"book-chapter","venue":"Garland Science eBooks","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dermatology; Atopic dermatitis; Medicine","authors":[{"name":"Laurel J. Gershwin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03167072508239552,"gpt":0.2798061348336283,"spread":0.2481354097512327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003236836,0.001640704,0.0007975305,0.002227815,0.002355948,0.002066702,0.001100086,0.004448676,0.01271341],"category_scores_gemma":[0.001471982,0.0005599374,0.001049242,0.001761164,0.001108363,0.001972122,0.001600601,0.002828196,0.005469952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053726,"about_ca_system_score_gemma":0.0006683236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001832394,"about_ca_topic_score_gemma":0.00268554,"domain_scores_codex":[0.9993595,0.00006238474,0.00008712545,0.0001605989,0.0001172947,0.000213029],"domain_scores_gemma":[0.9996077,0.0001082178,0.00008210738,0.00005000724,0.00003911403,0.0001128838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004758832,0.00006866422,0.003962704,0.0001555666,0.00002356651,0.9732036,0.0005063973,0.0001297377,0.001614417,0.001894273,0.005984761,0.01240875],"study_design_scores_gemma":[0.00001061639,0.00003125223,0.0008878157,0.00006169132,0.00001104133,0.9813533,0.0001708218,0.00006624885,0.0003101832,0.0005486472,0.01654079,0.000007610226],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4783904,0.08293081,0.01319666,0.01322383,0.005870026,0.0007496941,0.001133473,0.001484039,0.4030211],"genre_scores_gemma":[0.8936473,0.01653505,0.004155989,0.005811159,0.002083694,0.0001080251,0.0005029901,0.0001916965,0.07696395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01271341,"threshold_uncertainty_score":0.0425306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246920740","doi":"10.1201/9781003077473-1","title":"Introduction and Overview","year":2020,"lang":"en","type":"book-chapter","venue":"Garland Science eBooks","topic":"Cultural Differences and Values","field":"Psychology","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":"Computer science","authors":[{"name":"Walter J. Lonner","is_ca":false},{"name":"Dale L. Dinnel","is_ca":false},{"name":"Deborah Kirby Forgays","is_ca":false},{"name":"Susanna A. Hayes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1242852182870987,"gpt":0.3402134937044343,"spread":0.2159282754173356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006990873,0.0009716937,0.0006255076,0.00338259,0.001425835,0.004957616,0.001703387,0.002201529,0.3009034],"category_scores_gemma":[0.002842495,0.0003567835,0.0004254427,0.003488835,0.0007658007,0.004717017,0.002251191,0.002633463,0.2186183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001924504,"about_ca_system_score_gemma":0.00241661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003170126,"about_ca_topic_score_gemma":0.00501172,"domain_scores_codex":[0.9994276,0.00007591635,0.0000370195,0.000125027,0.0002735963,0.00006083412],"domain_scores_gemma":[0.9988806,0.000273324,0.00007060004,0.00008668497,0.0004345328,0.0002542895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001623728,0.00003976284,0.0001090754,0.0004039639,0.000001764952,0.00004845157,0.0001511801,0.00007374881,0.0001443652,0.01401633,0.8692802,0.1157148],"study_design_scores_gemma":[6.20282e-7,0.000004583871,0.00007738197,0.0001459976,4.110834e-7,0.00004678447,0.00003570166,0.000006709185,0.00001117146,0.001237465,0.9984316,0.000001537957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007840287,0.08190411,0.003800445,0.01843769,0.02484268,0.0002904282,0.003747151,0.0009318251,0.8652617],"genre_scores_gemma":[0.00275368,0.05659034,0.002574531,0.007159689,0.008431233,0.0002160703,0.004041287,0.0004149174,0.9178182],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3009034,"threshold_uncertainty_score":0.9971765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237460464","doi":"10.1201/9781003077473-9","title":"Odysseus Wandered for 10, I Wondered for 50 Years","year":2020,"lang":"en","type":"book-chapter","venue":"Garland Science eBooks","topic":"Classical Antiquity Studies","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":"History; Art","authors":[{"name":"Harry C. Triandis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08762265196454022,"gpt":0.3258655641430149,"spread":0.2382429121784747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059731,0.0006422655,0.0005112939,0.0007968161,0.005665598,0.003878687,0.000318862,0.001373711,0.0153607],"category_scores_gemma":[0.002385933,0.0001984521,0.0002365852,0.0004962154,0.007418275,0.004767501,0.003201077,0.003653172,0.006117987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003297059,"about_ca_system_score_gemma":0.001483485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051909,"about_ca_topic_score_gemma":0.01500484,"domain_scores_codex":[0.9993396,0.0002144696,0.00002819048,0.0001592344,0.0001571724,0.0001012871],"domain_scores_gemma":[0.9994044,0.0001273828,0.0000783592,0.00004102525,0.0001382295,0.0002105847],"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":[0.0002760307,0.0001090856,0.009034584,0.0003704801,0.00004180133,0.001805768,0.1343843,0.0001583013,0.0019946,0.4142224,0.3033338,0.1342688],"study_design_scores_gemma":[0.000004238742,0.00003547181,0.001911648,0.000133036,0.000003405425,0.0005044903,0.01583161,0.00002473223,0.0002506531,0.007902454,0.9733855,0.00001270223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1667943,0.08092787,0.003974793,0.3198814,0.02683968,0.00006780131,0.0009592531,0.0003269931,0.4002278],"genre_scores_gemma":[0.4429828,0.01862676,0.002306999,0.03267945,0.002964481,0.00004546111,0.0002437714,0.0003715849,0.4997787],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0153607,"threshold_uncertainty_score":0.05138659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}