{"meta":{"query_hash":"f8cdfd3829e6","filters":{"venue":"Garland Science 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/f8cdfd3829e6","api":"https://metacan.xera.ac/api/v1/cohort?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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.00778790587911924,"score_gpt":0.22000731201728393,"score_spread":0.2122194061381647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491063910","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":[0.0010038753,0.22762139,0.044957586,0.008125336,0.015257623,0.00021653669,0.007241643,0.005914307,0.68966174],"genre_scores_gemma":[0.0025873114,0.07192262,0.017240718,0.002861032,0.0018015157,0.0001389511,0.004097002,0.0008088341,0.89854187],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99952507,0.00003110507,0.000019016397,0.00009429079,0.00030440488,0.000026020409],"domain_scores_gemma":[0.9995808,0.00011648416,0.000027123999,0.00005595088,0.00014006376,0.00007959211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003990417,0.0017340009,0.0012661953,0.001742632,0.0009233724,0.0025226944,0.00142028,0.0012310968,0.21158446],"category_scores_gemma":[0.0009908557,0.0008831389,0.0009421886,0.002306346,0.0007749378,0.002593312,0.0012278775,0.0032692868,0.22052094],"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":[0.000028854773,0.00004844687,0.0000647469,0.00065785623,0.000011768952,0.00007621864,0.00007734261,0.000580628,0.0034004892,0.017250441,0.79486185,0.1829414],"study_design_scores_gemma":[0.000002077752,0.000009829795,0.00008179876,0.000080094935,0.0000017518198,0.00012431556,0.00000778893,0.00006257975,0.00016998907,0.005859351,0.99359554,0.0000048825527],"about_ca_topic_score_codex":0.0010986672,"about_ca_topic_score_gemma":0.0026388767,"teacher_disagreement_score":0.21158446,"about_ca_system_score_codex":0.0009845599,"about_ca_system_score_gemma":0.0012896655,"threshold_uncertainty_score":0.70782053},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dermatology; Atopic dermatitis; Medicine","score_opus":0.03167072508239552,"score_gpt":0.27980613483362826,"score_spread":0.24813540975123274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083889836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4783904,0.08293081,0.013196658,0.013223827,0.005870026,0.00074969407,0.001133473,0.0014840391,0.40302113],"genre_scores_gemma":[0.89364725,0.016535047,0.0041559893,0.0058111586,0.002083694,0.00010802514,0.0005029901,0.00019169648,0.07696395],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99935955,0.000062384745,0.000087125445,0.00016059887,0.00011729468,0.00021302896],"domain_scores_gemma":[0.99960774,0.00010821784,0.000082107385,0.000050007242,0.00003911403,0.000112883776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032368358,0.0016407039,0.0007975305,0.002227815,0.002355948,0.0020667019,0.0011000863,0.0044486756,0.012713415],"category_scores_gemma":[0.0014719821,0.00055993744,0.0010492416,0.0017611637,0.0011083632,0.0019721217,0.0016006009,0.0028281964,0.005469952],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047588317,0.00006866422,0.0039627044,0.00015556655,0.000023566507,0.9732036,0.0005063973,0.00012973775,0.001614417,0.0018942725,0.0059847613,0.012408752],"study_design_scores_gemma":[0.000010616387,0.000031252228,0.00088781567,0.000061691324,0.0000110413275,0.9813533,0.00017082179,0.000066248846,0.00031018324,0.0005486472,0.016540788,0.0000076102265],"about_ca_topic_score_codex":0.0018323943,"about_ca_topic_score_gemma":0.00268554,"teacher_disagreement_score":0.012713415,"about_ca_system_score_codex":0.0010537263,"about_ca_system_score_gemma":0.0006683236,"threshold_uncertainty_score":0.042530596},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Art","score_opus":0.08762265196454022,"score_gpt":0.3258655641430149,"score_spread":0.23824291217847465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237460464","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":[0.16679431,0.08092787,0.003974793,0.3198814,0.026839681,0.00006780131,0.00095925306,0.00032699312,0.4002278],"genre_scores_gemma":[0.4429828,0.018626764,0.0023069992,0.032679446,0.0029644808,0.00004546111,0.00024377143,0.00037158493,0.49977866],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933964,0.00021446959,0.000028190485,0.0001592344,0.00015717244,0.0001012871],"domain_scores_gemma":[0.99940443,0.00012738277,0.0000783592,0.000041025247,0.00013822946,0.00021058468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010597309,0.0006422655,0.00051129394,0.0007968161,0.0056655975,0.0038786873,0.00031886203,0.001373711,0.015360695],"category_scores_gemma":[0.0023859334,0.00019845214,0.00023658517,0.0004962154,0.007418275,0.0047675013,0.0032010772,0.0036531722,0.0061179865],"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":[0.00027603068,0.00010908562,0.009034584,0.0003704801,0.000041801333,0.0018057679,0.13438429,0.00015830134,0.0019946,0.41422245,0.30333382,0.13426879],"study_design_scores_gemma":[0.0000042387423,0.00003547181,0.0019116481,0.00013303597,0.0000034054249,0.0005044903,0.015831608,0.000024732231,0.00025065313,0.007902454,0.9733855,0.000012702234],"about_ca_topic_score_codex":0.010519086,"about_ca_topic_score_gemma":0.015004836,"teacher_disagreement_score":0.015360695,"about_ca_system_score_codex":0.003297059,"about_ca_system_score_gemma":0.0014834851,"threshold_uncertainty_score":0.051386595},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.12428521828709874,"score_gpt":0.3402134937044343,"score_spread":0.21592827541733559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246920740","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":[0.0007840287,0.08190411,0.0038004452,0.01843769,0.024842681,0.00029042823,0.0037471508,0.00093182514,0.8652617],"genre_scores_gemma":[0.00275368,0.056590345,0.0025745314,0.0071596885,0.008431233,0.0002160703,0.004041287,0.00041491745,0.91781825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994276,0.00007591635,0.0000370195,0.00012502699,0.0002735963,0.000060834118],"domain_scores_gemma":[0.99888057,0.000273324,0.00007060004,0.000086684966,0.00043453282,0.00025428948],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006990873,0.0009716937,0.0006255076,0.0033825901,0.001425835,0.004957616,0.0017033872,0.0022015288,0.30090335],"category_scores_gemma":[0.0028424948,0.0003567835,0.00042544267,0.0034888347,0.0007658007,0.0047170166,0.0022511906,0.002633463,0.21861826],"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":[0.000016237276,0.00003976284,0.00010907541,0.00040396393,0.0000017649525,0.000048451566,0.00015118008,0.00007374881,0.00014436521,0.014016331,0.8692802,0.11571481],"study_design_scores_gemma":[6.20282e-7,0.000004583871,0.00007738197,0.00014599756,4.1108345e-7,0.000046784473,0.000035701658,0.000006709185,0.000011171461,0.0012374652,0.9984316,0.0000015379572],"about_ca_topic_score_codex":0.0031701261,"about_ca_topic_score_gemma":0.00501172,"teacher_disagreement_score":0.30090335,"about_ca_system_score_codex":0.0019245041,"about_ca_system_score_gemma":0.0024166105,"threshold_uncertainty_score":0.9971765},"labels":[],"label_agreement":null}]}