{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"42b55aea9f7f","filters":{"venue":"World-systems evolution and global futures"}},"results":[{"id":"W4410213709","doi":"10.1007/978-3-031-85410-1_2","title":"Comparing and Contrasting Big History Periodization Approaches","year":2025,"lang":"en","type":"book-chapter","venue":"World-systems evolution and global futures","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Greenfield Research (Canada)","funders":"","keywords":"Periodization; History; Ancient history","authors":[{"name":"Ken Solis","is_ca":true},{"name":"David J. LePoire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02478494203983427,"gpt":0.2139981444595771,"spread":0.1892132024197428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003099049,0.0004935227,0.0004640613,0.003033062,0.001788993,0.004696346,0.001629528,0.0008110683,0.01448122],"category_scores_gemma":[0.006028214,0.0002807003,0.0004058995,0.005332008,0.00703224,0.009420729,0.003078763,0.001874806,0.0005685331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004346581,"about_ca_system_score_gemma":0.001842104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005199071,"about_ca_topic_score_gemma":0.01118576,"domain_scores_codex":[0.9990616,0.0005571576,0.00002027445,0.00009057897,0.0001342896,0.0001360574],"domain_scores_gemma":[0.9963872,0.00243167,0.0002761733,0.0003749829,0.0002362479,0.0002936974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000745135,0.000014198,0.0009016873,0.00008360227,0.00002570728,0.00002319646,0.00297446,0.0005997863,0.00004583657,0.9698007,0.001617074,0.02383922],"study_design_scores_gemma":[0.000023462,0.00003302795,0.007417501,0.0002231255,0.00005924227,0.00005457263,0.01112712,0.002835837,0.0002818267,0.9407247,0.03720256,0.00001691788],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1274187,0.01883511,0.05174707,0.01008384,0.0003578989,0.0001116715,0.0004659604,0.0001787824,0.790801],"genre_scores_gemma":[0.9687802,0.006949921,0.008119696,0.0009935938,0.0001991804,0.0001378813,0.0003254566,0.0002048274,0.01428913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01448122,"threshold_uncertainty_score":0.04844451,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413486286","doi":"10.1007/978-3-031-95830-4_9","title":"The Return of Conscription: War, Militarization, and Statecraft in the Twenty-First Century","year":2025,"lang":"en","type":"book-chapter","venue":"World-systems evolution and global futures","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Militarization; Political science; Ancient history; History; Economic history; Law; Politics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01338992122012989,"gpt":0.2134633800267265,"spread":0.2000734588065966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004409023,0.0002645754,0.0001531194,0.0007385873,0.002209135,0.003964616,0.0003425046,0.0009692074,0.009378355],"category_scores_gemma":[0.001440112,0.00009756876,0.00009752392,0.001514581,0.006808544,0.003262566,0.001030425,0.00174231,0.0004963758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003415735,"about_ca_system_score_gemma":0.001372569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009063132,"about_ca_topic_score_gemma":0.02516575,"domain_scores_codex":[0.9996988,0.0001272318,0.000006745304,0.00003001405,0.00007984473,0.00005733028],"domain_scores_gemma":[0.9996417,0.0001809492,0.00005081623,0.00002323725,0.00005293515,0.00005051352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001248922,0.000009584864,0.0003549669,0.0000197319,0.000001724635,0.00002885529,0.003568233,0.0001507779,0.00002481155,0.9587321,0.01266434,0.02443243],"study_design_scores_gemma":[0.000005738996,0.00001950051,0.004092064,0.0002912045,0.000003026448,0.0001356191,0.008939948,0.0003582232,0.0001603697,0.3894881,0.5964931,0.00001307042],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04262594,0.04327214,0.001369352,0.01679258,0.00123716,0.000007836376,0.0001024498,0.00001843695,0.8945742],"genre_scores_gemma":[0.7896719,0.01902884,0.0005063255,0.00156345,0.0008963552,0.00001677167,0.0001074757,0.00003350818,0.1881754],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009378355,"threshold_uncertainty_score":0.03137368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}