{"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":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027792684,0.0072066355,0.000053331052,0.000082520804,0.0007956968,0.00070887496,0.0036637438,0.00014228061,0.98456764],"genre_scores_gemma":[0.044790402,0.002753703,0.00003208004,0.0008575893,0.00072181027,0.000072839466,0.0009292846,0.00016763814,0.94967467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971193,0.000034848756,0.0012561441,0.0009141256,0.00007832965,0.0005972426],"domain_scores_gemma":[0.998161,0.00003578504,0.00088436395,0.00062713615,0.00006271654,0.00022897353],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025706322,0.0005777059,0.0009904561,0.00024669594,0.00021261239,0.00034285174,0.0004713322,0.0005044928,0.00059591024],"category_scores_gemma":[0.00005055113,0.0007326781,0.00020121816,0.00002503343,0.00013688562,0.000075525895,0.00021089907,0.00021419203,0.0003819587],"study_design_candidate":"theoretical_or_conceptual","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":[0.000046022054,0.000014654059,0.0025712643,0.00025072604,0.00021840786,0.0000072280563,0.00054836576,0.00006572125,8.2071057e-7,0.91945225,0.075925544,0.0008989883],"study_design_scores_gemma":[0.0006545319,0.0000499867,0.00066142203,0.00009091487,0.000040430303,0.000011487421,0.000008471758,0.0010520815,0.000014144209,0.11757511,0.87906647,0.0007749288],"about_ca_topic_score_codex":0.0005001721,"about_ca_topic_score_gemma":0.00012383291,"teacher_disagreement_score":0.80314094,"about_ca_system_score_codex":0.00022519627,"about_ca_system_score_gemma":0.000059582195,"threshold_uncertainty_score":0.99951243},"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":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016166772,0.023646886,0.000021691412,0.0011749134,0.0007034816,0.0012574932,0.00019502032,0.00025055418,0.9725883],"genre_scores_gemma":[0.015663652,0.0049571167,0.000019528283,0.0006724823,0.0016142643,0.00024385315,0.000029730701,0.00008835738,0.97671103],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658614,0.00040126237,0.0004526449,0.0006975926,0.001023631,0.00083872187],"domain_scores_gemma":[0.99844474,0.0002013095,0.00025641985,0.0006596379,0.0001887991,0.000249122],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008589511,0.00046445342,0.00050888356,0.00012053953,0.00068693346,0.00017576023,0.00092618744,0.00031895394,0.000037945247],"category_scores_gemma":[0.00008718896,0.00036989496,0.00020242386,0.000028483353,0.00033045083,0.000025629375,0.0003432524,0.00047359755,0.00024002606],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064928674,0.000009661244,0.000008902602,0.00008452141,0.00019389772,0.000021118027,0.043884486,0.00002577931,0.0000021923593,0.06393546,0.01897085,0.8727982],"study_design_scores_gemma":[0.0001903694,0.000058334794,0.00005261411,0.00012804432,0.000062239276,0.0000012855769,0.0005061265,0.00001737808,0.000008017311,0.081628054,0.9169015,0.00044598852],"about_ca_topic_score_codex":0.001036931,"about_ca_topic_score_gemma":0.019959077,"teacher_disagreement_score":0.8979307,"about_ca_system_score_codex":0.00019955715,"about_ca_system_score_gemma":0.00028633428,"threshold_uncertainty_score":0.9998753},"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":"other","genre_gemma":"empirical","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":[0.0003245269,0.0005517233,0.000021988086,0.0019316274,0.00034823295,0.00058839377,0.0008944408,0.000046675937,0.99529237],"genre_scores_gemma":[0.5725814,0.00012331674,0.000016800765,0.0004642885,0.0024369822,0.0001087553,0.00012645788,0.00006904206,0.42407295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735814,0.00051784556,0.0006595032,0.000411269,0.00043561618,0.0006176251],"domain_scores_gemma":[0.99749386,0.0010520932,0.00046940494,0.00074083486,0.00013327047,0.00011056054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006991648,0.0003360412,0.00065275223,0.000046182937,0.00076175976,0.000074147494,0.0009077795,0.00040376597,0.0002731985],"category_scores_gemma":[0.000051837582,0.00020609357,0.00035025668,0.000027393844,0.0013737916,0.000009070307,0.00021400557,0.00048351375,0.000007216948],"study_design_candidate":"theoretical_or_conceptual","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":[0.00018566326,0.000017140916,0.00027870957,0.00007426152,0.000394739,0.0000066861303,0.035058945,0.0000043572595,8.537675e-7,0.89174384,0.06286163,0.009373191],"study_design_scores_gemma":[0.00026717712,0.000050930717,0.0001309167,0.00011407225,0.00018986696,8.81764e-7,0.0060467375,0.000019125964,0.000026916394,0.11725379,0.8756669,0.00023264474],"about_ca_topic_score_codex":0.0054756324,"about_ca_topic_score_gemma":0.003148127,"teacher_disagreement_score":0.8128053,"about_ca_system_score_codex":0.00008795451,"about_ca_system_score_gemma":0.0003592712,"threshold_uncertainty_score":0.84042513},"labels":[],"label_agreement":null}]}