{"meta":{"query_hash":"23bf65efe1aa","filters":{"venue":"Cambridge Scholars Publishing eBooks"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/23bf65efe1aa","api":"https://metacan.xera.ac/api/v1/cohort?venue=Cambridge+Scholars+Publishing+eBooks"},"results":[{"id":"W167993825","doi":"","title":"Who is the revolutionary in Being and Nothingness","year":2013,"lang":"en","type":"book-chapter","venue":"Cambridge Scholars Publishing eBooks","topic":"Simone de Beauvoir and Sartre","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":"Nothing; Conversation; Jazz; Scope (computer science); Politics; Field (mathematics); Sociology; Aesthetics; Performance art; Epistemology; Art history; Psychoanalysis; Art; Philosophy; Political science; Law; Psychology","score_opus":0.02713240246017329,"score_gpt":0.20583733345995253,"score_spread":0.17870493099977924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W167993825","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":[0.04188241,0.017669488,0.0014394234,0.086658955,0.0035041873,0.000014928758,0.0000413761,0.00006810286,0.84872115],"genre_scores_gemma":[0.86307186,0.0069899578,0.00050591043,0.009001222,0.00096627505,0.000014154631,0.00003638916,0.00007856858,0.119335584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848133,0.00065217155,0.00003625866,0.00025325993,0.0002876985,0.000289233],"domain_scores_gemma":[0.9989869,0.0003468269,0.00009695743,0.00013450504,0.00017029188,0.00026448473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016742423,0.00031113095,0.00037121712,0.0006079812,0.0063896733,0.007934567,0.00043751518,0.0013803376,0.0050965557],"category_scores_gemma":[0.0025493563,0.00013384459,0.00018812592,0.0005575406,0.02913475,0.006627572,0.0028864352,0.002983426,0.0008821452],"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":[0.000017517428,0.000011363933,0.00045546985,0.00006120653,0.000005760098,0.00017032989,0.12917805,0.000030085492,0.00025875118,0.8066991,0.04658987,0.016522517],"study_design_scores_gemma":[0.0000036928723,0.000014086427,0.0009883677,0.00022824561,0.0000058841374,0.00022420268,0.07006541,0.000027746406,0.00017935409,0.063508116,0.8647421,0.00001270042],"about_ca_topic_score_codex":0.0089387875,"about_ca_topic_score_gemma":0.013757511,"teacher_disagreement_score":0.0089387875,"about_ca_system_score_codex":0.0029396943,"about_ca_system_score_gemma":0.0028118626,"threshold_uncertainty_score":0.021329105},"labels":[],"label_agreement":null},{"id":"W2487073303","doi":"10.5848/csp.0441.00004","title":"Applications of Fishers' Local Ecological Knowledge to Better Understand and Manage Tropical Fisheries","year":2015,"lang":"en","type":"book-chapter","venue":"Cambridge Scholars Publishing eBooks","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":9,"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":"University of British Columbia; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Fishery; Geography; Environmental resource management; Ecology; Environmental science; Biology","score_opus":0.039822500214853875,"score_gpt":0.2295860378261931,"score_spread":0.18976353761133924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487073303","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013958547,0.07024293,0.017734366,0.015759151,0.0005890958,0.00003987035,0.00023442782,0.000078994504,0.8813627],"genre_scores_gemma":[0.42203733,0.17843604,0.046752762,0.0021228045,0.000805715,0.000088175206,0.00041286237,0.000109531094,0.34923482],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9998654,0.000037498347,0.000010706745,0.000019167099,0.000053490916,0.000013618546],"domain_scores_gemma":[0.9994848,0.00035335828,0.000020978065,0.000041639887,0.00006983611,0.000029455805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010865844,0.00032526493,0.00020943173,0.001267026,0.00066752057,0.0023030436,0.0005025577,0.0003440221,0.013335039],"category_scores_gemma":[0.0014319385,0.0001613017,0.00021507488,0.0014970253,0.0023993843,0.004183561,0.0014466577,0.0009489449,0.0007127302],"study_design_candidate":"qualitative","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":[0.000009754231,0.0000180854,0.0020661447,0.00042111322,0.000018610033,0.00021765348,0.010625317,0.0010504498,0.000553941,0.4218937,0.042808022,0.52031726],"study_design_scores_gemma":[0.0000040104287,0.000014753649,0.008123122,0.0015273698,0.000029459035,0.0004220969,0.006066049,0.0014319243,0.00034557062,0.24036305,0.7416505,0.000022172513],"about_ca_topic_score_codex":0.02029305,"about_ca_topic_score_gemma":0.0708773,"teacher_disagreement_score":0.02029305,"about_ca_system_score_codex":0.0018967161,"about_ca_system_score_gemma":0.0020734337,"threshold_uncertainty_score":0.044610202},"labels":[],"label_agreement":null},{"id":"W2501592750","doi":"10.5848/csp.3259.00011","title":"Managing Ecotourism Impacts in Gros Morne National Park, Canada","year":2015,"lang":"en","type":"book-chapter","venue":"Cambridge Scholars Publishing eBooks","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","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":"National park; Geography; Ecotourism; Archaeology; Tourism","score_opus":0.10539668299371292,"score_gpt":0.21777695016050655,"score_spread":0.11238026716679363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501592750","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":[0.21363887,0.05445775,0.010021834,0.027771512,0.00051166554,0.00061273103,0.0053952457,0.00045739082,0.687133],"genre_scores_gemma":[0.4393293,0.031781223,0.01312683,0.0009865604,0.000069186906,0.000102060665,0.0019453557,0.0002094806,0.51245],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957055,0.000020882515,0.000007594745,0.00003349569,0.00023019988,0.0001372726],"domain_scores_gemma":[0.9995641,0.000026387532,0.000017865546,0.000009066823,0.00025827606,0.00012424467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040055971,0.00030831073,0.00023753787,0.0013603482,0.0056531336,0.0042020143,0.0013113968,0.00053149293,0.0094437],"category_scores_gemma":[0.0007923817,0.00027887573,0.00020471429,0.0028972367,0.00089268875,0.00083491724,0.0011427096,0.0007969114,0.00069272483],"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":[0.000082656974,0.00012901356,0.03615816,0.0004688991,0.00006151263,0.0010904361,0.0075367177,0.009732109,0.0032172746,0.048824538,0.2546817,0.638017],"study_design_scores_gemma":[0.000010674276,0.000034541372,0.079282895,0.0004909846,0.000042690954,0.00020881835,0.014682039,0.0039413273,0.0010949399,0.004926133,0.8952247,0.000060327584],"about_ca_topic_score_codex":0.9941328,"about_ca_topic_score_gemma":0.9991617,"teacher_disagreement_score":0.04654484,"about_ca_system_score_codex":0.04654484,"about_ca_system_score_gemma":0.088031374,"threshold_uncertainty_score":0.337708},"labels":[],"label_agreement":null},{"id":"W2505675439","doi":"10.5848/csp.2434.00010","title":"Reconciliation and the “War” on Terror: Canadian Churches Respond to 9/11 and the War in Afghanistan","year":2015,"lang":"en","type":"book-chapter","venue":"Cambridge Scholars Publishing eBooks","topic":"American Constitutional Law and Politics","field":"Social Sciences","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":"War on terror; Political science; Spanish Civil War; Ancient history; History; Law","score_opus":0.044563797359758,"score_gpt":0.2776785168490693,"score_spread":0.23311471948931128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2505675439","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":[0.09102296,0.008414259,0.00057092926,0.109543696,0.0016628368,0.00008265949,0.00010160816,0.000034517492,0.7885665],"genre_scores_gemma":[0.84797823,0.0034082094,0.00043278502,0.014216936,0.0002521076,0.000040693572,0.00005454164,0.00006372418,0.1335527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954796,0.0009901332,0.000037520356,0.0001519689,0.00068258465,0.0026581876],"domain_scores_gemma":[0.99874336,0.0003304317,0.00008288348,0.000055556415,0.00039530377,0.00039258675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029487368,0.00060612196,0.00032827648,0.0011602427,0.059925463,0.010363573,0.0022560435,0.006070685,0.012486977],"category_scores_gemma":[0.0045808386,0.0003349785,0.00035146374,0.0023635083,0.026815392,0.002993647,0.0046509164,0.008549293,0.0005636039],"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":[0.00007008362,0.000043873773,0.0014953546,0.000069786554,0.000016017158,0.0004364577,0.19451343,0.000383689,0.00025951077,0.6397676,0.13160402,0.031340197],"study_design_scores_gemma":[0.000024647392,0.000016473,0.006046844,0.00016470149,0.000016422398,0.0000837649,0.17080356,0.00013546606,0.00018807151,0.01765004,0.8048298,0.000040331364],"about_ca_topic_score_codex":0.97855914,"about_ca_topic_score_gemma":0.9927394,"teacher_disagreement_score":0.100423895,"about_ca_system_score_codex":0.100423895,"about_ca_system_score_gemma":0.17539851,"threshold_uncertainty_score":0.72862977},"labels":[],"label_agreement":null},{"id":"W341629404","doi":"","title":"Environmental and territorial problems of the Spanish olive oil sector and priorities for research and innovation: a Delphi analysis","year":2012,"lang":"en","type":"book-chapter","venue":"Cambridge Scholars Publishing eBooks","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":7,"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":"Christian ministry; Delphi; Olive oil; Delphi method; Political science; Regional science; Principal (computer security); Geography; Environmental resource management; Library science; Environmental planning; Engineering; Business; Environmental science; Computer science","score_opus":0.07670965125147075,"score_gpt":0.2567272104786707,"score_spread":0.18001755922719995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W341629404","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":[0.74447584,0.015048936,0.008281834,0.018506512,0.00014778215,0.00048259489,0.0003277518,0.00002698823,0.21270183],"genre_scores_gemma":[0.9673554,0.0065674377,0.004090672,0.000666807,0.000022996779,0.0002972103,0.00020726139,0.00001738741,0.020774959],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9962903,0.0026082597,0.00010460825,0.00012959617,0.00051606493,0.0003511878],"domain_scores_gemma":[0.9954391,0.0036618772,0.00014281852,0.000050244253,0.000518304,0.000187621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069843754,0.00022784401,0.00023604464,0.0016022034,0.0015524678,0.003179922,0.0005567545,0.00083993876,0.003735115],"category_scores_gemma":[0.00622988,0.0002339486,0.00020728674,0.0029368738,0.002065534,0.002674173,0.0017031166,0.0006632099,0.00026952155],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011937036,0.00009709407,0.028433815,0.0013760799,0.000041414827,0.0010539918,0.4514894,0.0024121352,0.0011101892,0.19592057,0.034212414,0.2837335],"study_design_scores_gemma":[0.0000114859695,0.00006047917,0.028411964,0.0011721785,0.000022775928,0.00044351988,0.7973392,0.0016968737,0.00039492553,0.022761751,0.14765102,0.000033829365],"about_ca_topic_score_codex":0.008656429,"about_ca_topic_score_gemma":0.013526529,"teacher_disagreement_score":0.008656429,"about_ca_system_score_codex":0.005346754,"about_ca_system_score_gemma":0.0054370803,"threshold_uncertainty_score":0.038793623},"labels":[],"label_agreement":null}]}