{"meta":{"query_hash":"5046e3cb4e76","filters":{"venue":"Macmillan , St. Martin's Press eBooks"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/5046e3cb4e76","api":"https://metacan.xera.ac/api/v1/cohort?venue=Macmillan+%2C+St.+Martin%27s+Press+eBooks"},"results":[{"id":"W114705295","doi":"","title":"Globalization and its discontents","year":2000,"lang":"en","type":"book","venue":"Macmillan , St. Martin's Press eBooks","topic":"Globalization, Economics, and Policies","field":"Economics, Econometrics and Finance","cited_by":15,"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":"Globalization; Political science; Politics; State (computer science); Liberalization; Political economy; Economics; Economic system; Development economics; Law","score_opus":0.05060124171037608,"score_gpt":0.21861815393497105,"score_spread":0.16801691222459497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W114705295","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":[0.0021390973,0.13622856,0.0013686633,0.35511112,0.020982519,0.00003541197,0.00053721265,0.000088814435,0.48350853],"genre_scores_gemma":[0.2938051,0.2144468,0.0036589322,0.12729374,0.056753352,0.00041469416,0.0013347737,0.0005384058,0.30175418],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99596304,0.0016810817,0.00017946129,0.0007069102,0.0010997542,0.00036966804],"domain_scores_gemma":[0.99358255,0.003467877,0.00036973017,0.0013681805,0.0007792955,0.00043239712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004185266,0.0007317038,0.0008948927,0.0028637282,0.005944208,0.013640428,0.0013845316,0.00428775,0.03800451],"category_scores_gemma":[0.012493918,0.0002487684,0.0005072269,0.006048259,0.021373376,0.010295985,0.0053368863,0.008238454,0.006118743],"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":[0.0000066446974,0.0000069556245,0.000110373716,0.000069004855,0.0000031387115,0.000034355704,0.0020682097,0.000060732324,0.000019302819,0.8468791,0.13744375,0.013298371],"study_design_scores_gemma":[0.000002488773,0.0000044314615,0.0002931176,0.00050879514,0.0000019041382,0.000051943774,0.0016365907,0.000039569044,0.00001730486,0.19895978,0.79847723,0.0000068157565],"about_ca_topic_score_codex":0.0059356308,"about_ca_topic_score_gemma":0.0033723786,"teacher_disagreement_score":0.03800451,"about_ca_system_score_codex":0.007622895,"about_ca_system_score_gemma":0.005271606,"threshold_uncertainty_score":0.12713778},"labels":[],"label_agreement":null},{"id":"W573737889","doi":"","title":"Ethnic challenges to the modern nation state","year":2000,"lang":"en","type":"book","venue":"Macmillan , St. Martin's Press eBooks","topic":"Jewish and Middle Eastern Studies","field":"Social Sciences","cited_by":37,"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":"Nationalism; Multiculturalism; Ethnic nationalism; Ethnic group; Ethnic conflict; Political science; Politics; Democracy; Gender studies; Modernity; State (computer science); Cosmopolitanism; Political economy; Sociology; Law","score_opus":0.08410135468685073,"score_gpt":0.3002516433473107,"score_spread":0.21615028866045996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W573737889","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":[0.0040433165,0.08052492,0.0005500185,0.29966074,0.02153798,0.000037773294,0.00015657327,0.00005073997,0.59343797],"genre_scores_gemma":[0.12679465,0.07743907,0.001249782,0.027835751,0.025294112,0.0002128098,0.00037874043,0.00011129427,0.74068373],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988607,0.0005194333,0.0000483988,0.00011837466,0.0002523999,0.00020068437],"domain_scores_gemma":[0.9984151,0.0006007601,0.00012471073,0.00012532558,0.00033634124,0.00039768303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001703903,0.00039292307,0.00045593287,0.0011435819,0.007584337,0.0085183475,0.0010784699,0.0031158866,0.063061945],"category_scores_gemma":[0.0031338956,0.00017006218,0.00033953428,0.0017721469,0.0046547786,0.005740969,0.004855286,0.0033373607,0.009012495],"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":[0.000015149382,0.0000236018,0.00057492376,0.00015243504,0.0000036046133,0.0001252914,0.004144701,0.00014091418,0.00006394341,0.53235596,0.4089012,0.053498268],"study_design_scores_gemma":[0.0000013328954,0.0000042271067,0.00033157782,0.00032345357,9.443444e-7,0.00004066164,0.002611103,0.000026913534,0.000016825572,0.03765187,0.9589873,0.0000039326264],"about_ca_topic_score_codex":0.004335049,"about_ca_topic_score_gemma":0.0063036894,"teacher_disagreement_score":0.063061945,"about_ca_system_score_codex":0.0030185906,"about_ca_system_score_gemma":0.004499832,"threshold_uncertainty_score":0.21096325},"labels":[],"label_agreement":null},{"id":"W583607716","doi":"","title":"Lessons from the political economy of small islands : the resourcefulness of jurisdiction","year":2000,"lang":"en","type":"book","venue":"Macmillan , St. Martin's Press eBooks","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":80,"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":"Jurisdiction; Sovereignty; Context (archaeology); Politics; Geography; Economy; Political science; Humanities; Law; Economics; Archaeology; Art","score_opus":0.03105726052514831,"score_gpt":0.2649060190174874,"score_spread":0.23384875849233908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W583607716","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012640213,0.104193255,0.0041337796,0.48838398,0.01012412,0.000028199525,0.00013063001,0.000046419875,0.38031945],"genre_scores_gemma":[0.70801765,0.10661398,0.003449868,0.033068135,0.018182544,0.000109090484,0.00016486597,0.00014907005,0.13024484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992648,0.0003444313,0.000020599251,0.000069333444,0.00018411392,0.000116717616],"domain_scores_gemma":[0.9965133,0.0022922226,0.00012002853,0.00016733778,0.0005270139,0.0003802386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002189217,0.00022344875,0.00029853883,0.0009981537,0.0032138422,0.006233737,0.0009103106,0.002054115,0.012707993],"category_scores_gemma":[0.0037230242,0.00019489469,0.00028981196,0.0012013962,0.0100941695,0.0061486983,0.002603064,0.003914396,0.0008341784],"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":[0.000011612994,0.000009600445,0.00082776014,0.0001534961,0.000006161965,0.00011412554,0.0038180742,0.00036694185,0.000059783964,0.8308736,0.123225324,0.04053347],"study_design_scores_gemma":[0.0000043777823,0.000004511806,0.0028053557,0.00063816906,0.0000041956105,0.00004880145,0.0067398176,0.00034743614,0.00003815143,0.2829333,0.7064212,0.000014692144],"about_ca_topic_score_codex":0.04807803,"about_ca_topic_score_gemma":0.08968828,"teacher_disagreement_score":0.04807803,"about_ca_system_score_codex":0.0061801258,"about_ca_system_score_gemma":0.0046224087,"threshold_uncertainty_score":0.09559637},"labels":[],"label_agreement":null}]}