{"meta":{"query_hash":"6819885024c1","filters":{"venue":"CRC Press eBooks"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/6819885024c1","api":"https://metacan.xera.ac/api/v1/cohort?venue=CRC+Press+eBooks"},"results":[{"id":"W1589734812","doi":"","title":"Encyclopedia of software engineering","year":2011,"lang":"en","type":"book","venue":"CRC Press eBooks","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","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":"Engineering; Management; Art history; Agile software development; Software engineering; Art","score_opus":0.013895127338533535,"score_gpt":0.19468467361123112,"score_spread":0.18078954627269758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1589734812","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":[0.000029203082,0.0013032976,0.053376056,0.000003374525,0.0009227399,0.00027302126,0.000024181152,0.00040093658,0.9436672],"genre_scores_gemma":[0.00028751613,0.00012745331,0.048804846,0.00038905768,0.000752157,0.00008157502,0.00003796807,0.00013113071,0.9493883],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983853,0.000022369335,0.00038498125,0.0005300268,0.00033878867,0.00033854158],"domain_scores_gemma":[0.99811214,0.00013176921,0.000271685,0.0012247805,0.00012773243,0.00013189479],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008941492,0.00038042266,0.00043885314,0.00018014417,0.00004343432,0.000047261667,0.0022000845,0.00029923892,0.000011387691],"category_scores_gemma":[0.000009212952,0.00035642518,0.00017001445,0.00002437385,0.000038372633,0.00010840496,0.00086744694,0.0004063404,0.00001676606],"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":[0.000042034295,0.000103196886,0.000039179573,0.0049385815,0.0006577602,0.00020053814,0.02530746,0.00024219144,0.00019815586,0.77347076,0.0141938655,0.18060629],"study_design_scores_gemma":[0.0001735175,0.0000604799,0.000035070963,0.00044267267,0.00005101296,0.000012475245,0.0000019194601,0.0002963158,0.002014697,0.0049499166,0.99150515,0.0004568008],"about_ca_topic_score_codex":0.000106300016,"about_ca_topic_score_gemma":0.000018523691,"teacher_disagreement_score":0.97731125,"about_ca_system_score_codex":0.000024878833,"about_ca_system_score_gemma":0.00020475421,"threshold_uncertainty_score":0.9998888},"labels":[],"label_agreement":null},{"id":"W2336425592","doi":"","title":"The birth of a style--the three markets","year":2016,"lang":"en","type":"book","venue":"CRC Press eBooks","topic":"Media, Gender, and Advertising","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":"Style (visual arts); Montenegro; China; Karel; Ancient history; History; Art history; Geography; Art; Cartography; Archaeology","score_opus":0.04966338315586329,"score_gpt":0.2920884155579879,"score_spread":0.24242503240212462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336425592","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":[0.000070400114,0.0030113254,0.00013389684,0.00019753793,0.0010603695,0.0005661755,0.000036001056,0.000053082113,0.9948712],"genre_scores_gemma":[0.00290956,0.00056715123,0.00001443081,0.000108136424,0.0013552768,0.000037942205,0.0000014030776,0.00003481897,0.9949713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979279,0.00027685103,0.00032356082,0.0002740214,0.00075219193,0.00044549946],"domain_scores_gemma":[0.9976653,0.0010958654,0.00034947926,0.0006410307,0.00012637199,0.00012194514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001212884,0.00020945097,0.0002736064,0.00003323281,0.00091525,0.000111123845,0.0011196471,0.00026402267,0.0000799613],"category_scores_gemma":[0.00027196325,0.00010662079,0.00018627816,0.000011156993,0.0015194961,0.000038935883,0.00018939524,0.0002899179,0.000018164235],"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":[0.00007888992,0.000011957507,0.00002415787,0.00014881279,0.00021181344,0.00001217293,0.023104304,1.5840826e-7,0.000049246657,0.42264968,0.1614806,0.3922282],"study_design_scores_gemma":[0.00015208997,0.000010629744,0.000039724695,0.00024479176,0.000040244842,6.6525723e-7,0.00029371874,0.0000022679617,0.00007100866,0.0364194,0.9625699,0.00015555965],"about_ca_topic_score_codex":0.00029534195,"about_ca_topic_score_gemma":0.0014624684,"teacher_disagreement_score":0.8010893,"about_ca_system_score_codex":0.00009326142,"about_ca_system_score_gemma":0.00095379056,"threshold_uncertainty_score":0.7039456},"labels":[],"label_agreement":null},{"id":"W2344142278","doi":"","title":"Foundations--the golden age","year":2016,"lang":"en","type":"book","venue":"CRC Press eBooks","topic":"Themes in Literature Analysis","field":"Arts and Humanities","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":"Art history; Movie theater; Trilogy; Heaven; Art; Narrative; History; Literature","score_opus":0.04636728646964333,"score_gpt":0.24927954795435248,"score_spread":0.20291226148470914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344142278","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":[0.0000010261432,0.0010498678,0.00003826087,0.00008990609,0.0011522614,0.00028003502,0.00023230448,0.00013267793,0.99702364],"genre_scores_gemma":[0.00026639638,0.000017539873,0.000017501123,0.0004814827,0.005621769,0.00009327498,0.00011301344,0.00007356353,0.99331546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873996,0.00006255995,0.00033071262,0.00033042888,0.00028984537,0.00024648267],"domain_scores_gemma":[0.9983423,0.00021010124,0.00023983417,0.0010103064,0.00014724206,0.00005026878],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013904067,0.00031374927,0.00033512054,0.0000940085,0.00042418425,0.00084717193,0.00077519566,0.00016470591,0.0022253296],"category_scores_gemma":[0.000021801377,0.00017969987,0.0003130029,0.0000024011129,0.0007732129,0.00009501127,0.00019300888,0.00035633735,0.00036086724],"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":[0.0000034166537,0.0000028422517,2.4355556e-8,0.000024533605,0.00018834602,0.000008985701,0.0059932186,5.2866906e-8,0.0000017255423,0.6224425,0.36679962,0.0045347195],"study_design_scores_gemma":[0.0000968108,0.0000117310965,1.449629e-7,0.00016376325,0.00029945467,0.0000018758261,0.000025008278,9.4731604e-7,0.000012057458,0.07901352,0.9201269,0.00024774834],"about_ca_topic_score_codex":0.00003696975,"about_ca_topic_score_gemma":0.00023280611,"teacher_disagreement_score":0.5533273,"about_ca_system_score_codex":0.00008465695,"about_ca_system_score_gemma":0.000092123526,"threshold_uncertainty_score":0.9986868},"labels":[],"label_agreement":null},{"id":"W3202391645","doi":"","title":"Unity diversity and the standardization of clinical pharmacy service","year":2017,"lang":"en","type":"book","venue":"CRC Press eBooks","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","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":"Pharmacy; Clinical pharmacy; China; Medicine; Standardization; Pharmacy practice; Political science; Library science; Family medicine; Medical education","score_opus":0.4700810918825152,"score_gpt":0.49795026534994385,"score_spread":0.027869173467428676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202391645","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":[0.0034790665,0.00080710097,0.00013392318,0.00044142993,0.0005444349,0.00103811,0.00012548637,0.000030385518,0.99340004],"genre_scores_gemma":[0.15396203,0.0018390865,0.00007067345,0.0032597359,0.0007422269,0.000010574341,0.0000787038,0.000043121272,0.83999383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998588,0.0002336395,0.00042819532,0.00022509161,0.00039955013,0.00012551034],"domain_scores_gemma":[0.9974486,0.0008888783,0.0007029361,0.0005082481,0.0002939121,0.00015740428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010663635,0.00017463874,0.00067966717,0.00002455724,0.00045589125,0.000024515373,0.00026108205,0.00016323313,0.000030361978],"category_scores_gemma":[0.00046893564,0.000111663256,0.00016612884,0.000004475584,0.00055790547,0.000072480776,0.0011388033,0.0007497007,0.000002519643],"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":[0.11774187,0.0015632127,0.13579099,0.02898061,0.013929008,0.00045476222,0.020698676,0.000023824612,0.000048604757,0.1338006,0.17653179,0.37043604],"study_design_scores_gemma":[0.010259855,0.00005987346,0.0010933202,0.00026722866,0.0020285333,0.000007223677,0.000006634023,0.00059601513,0.000078114375,0.001027757,0.98444873,0.00012671946],"about_ca_topic_score_codex":0.0002648004,"about_ca_topic_score_gemma":0.0000123194195,"teacher_disagreement_score":0.80791694,"about_ca_system_score_codex":0.000022405615,"about_ca_system_score_gemma":0.00023963576,"threshold_uncertainty_score":0.45534953},"labels":[],"label_agreement":null},{"id":"W574941569","doi":"","title":"Strategic management of technological learning : learning to learn and learning to learn-how-to-learn as drivers of strategic choice and firm performance in global, technology-driven markets","year":2001,"lang":"en","type":"book","venue":"CRC Press eBooks","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":21,"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":"Experiential learning; Incrementalism; Empirical evidence; Organizational learning; Strategic planning; Knowledge management; Engineering; Strategic management; Business; Marketing; Political science; Computer science; Politics; Psychology; Mathematics education","score_opus":0.11127783618323686,"score_gpt":0.3443117660567032,"score_spread":0.23303392987346636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W574941569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5557547,0.000855605,0.0003813934,0.000101236474,0.000116123396,0.0013290187,0.000009130763,0.00022074561,0.44123206],"genre_scores_gemma":[0.7117138,0.00013126808,0.0014871535,0.000026017004,0.00003935989,0.00006805771,0.0000027911706,0.000060457554,0.28647107],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.992113,0.0006250569,0.0018067553,0.0021936223,0.0022168874,0.0010446873],"domain_scores_gemma":[0.99554217,0.0010780263,0.0012640505,0.0010965493,0.0005645466,0.00045466147],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0033329288,0.00088237535,0.0018879188,0.0021186753,0.00054016215,0.0006055878,0.0019329233,0.0010189384,0.0000985711],"category_scores_gemma":[0.0012208102,0.00080338336,0.00020894442,0.0009912449,0.0006070261,0.00019464151,0.0031445506,0.002603219,0.00006866618],"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":[0.0014589828,0.0002454505,0.05345635,0.0018097162,0.00063425425,0.0009456452,0.0039047014,0.118680775,0.0019043515,0.16063742,0.0017514301,0.65457094],"study_design_scores_gemma":[0.0031752242,0.004739181,0.016775275,0.008122501,0.00022751691,0.00028540476,0.036317028,0.014188558,0.0001291458,0.033602804,0.87946826,0.0029691237],"about_ca_topic_score_codex":0.00010877853,"about_ca_topic_score_gemma":0.000106076826,"teacher_disagreement_score":0.8777168,"about_ca_system_score_codex":0.0002733715,"about_ca_system_score_gemma":0.00020807316,"threshold_uncertainty_score":0.9996978},"labels":[],"label_agreement":null},{"id":"W630244727","doi":"","title":"Game usability : advice from the experts for advancing the player experience","year":2008,"lang":"en","type":"book","venue":"CRC Press eBooks","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":127,"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":"Usability; Computer science; Heuristic evaluation; Pluralistic walkthrough; Think aloud protocol; Usability engineering; Usability lab; Web usability; Cognitive walkthrough; Usability goals; Usability inspection; World Wide Web; Human–computer interaction","score_opus":0.06617732051174147,"score_gpt":0.2818548838153599,"score_spread":0.21567756330361842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W630244727","genre_codex":"methods","genre_gemma":"other","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":[0.0045512198,0.0066308114,0.5005895,0.0012282527,0.0055102836,0.00751223,0.00038183748,0.0014650717,0.47213078],"genre_scores_gemma":[0.0378748,0.00014232866,0.014049162,0.007032925,0.0023075354,0.0038238775,0.00004444491,0.0001941338,0.9345308],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99647206,0.00030584366,0.00064538076,0.0012812973,0.00062700745,0.0006684329],"domain_scores_gemma":[0.9921913,0.0035654467,0.000332742,0.00350806,0.0002549868,0.00014746905],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00058899715,0.0005608121,0.00052284874,0.000026630776,0.00061720196,0.00039864832,0.0053399014,0.00035303304,0.000016314707],"category_scores_gemma":[0.00030243586,0.00033807242,0.0003668682,0.00002465575,0.0006852574,0.0003412612,0.001026371,0.00059300294,0.000016436026],"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":[0.00047275814,0.00028558503,0.00008007056,0.0003606842,0.00046008182,0.000057479476,0.33161417,0.00060793135,0.0009279987,0.06788202,0.5190399,0.07821127],"study_design_scores_gemma":[0.00029568753,0.00008018719,0.00003401992,0.00019281243,0.000030784206,0.000014665418,0.00014766918,0.0067652324,0.0037100797,0.012861279,0.9753513,0.00051633624],"about_ca_topic_score_codex":0.00042204375,"about_ca_topic_score_gemma":0.0001449669,"teacher_disagreement_score":0.48654035,"about_ca_system_score_codex":0.0002255695,"about_ca_system_score_gemma":0.0004802202,"threshold_uncertainty_score":0.99990714},"labels":[],"label_agreement":null}]}