{"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":"aa3ddb6675df","filters":{"venue":"Particle acceleration and detection"}},"results":[{"id":"W2118632859","doi":"10.1007/3-540-27095-7_32","title":"Introduction to Part III — Research Fields and Their Technical Requirements","year":2005,"lang":"en","type":"book-chapter","venue":"Particle acceleration and detection","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Deep River Science Academy","funders":"","keywords":"Computer science; Engineering; Systems engineering","authors":[{"name":"Ragnar Hellborg","is_ca":false},{"name":"Jessica McKay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7548496752094203,"gpt":0.5286964750265384,"spread":0.2261532001828819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007118516,0.00180024,0.002255996,0.005315275,0.0009271089,0.006057794,0.001799969,0.00218191,0.1156512],"category_scores_gemma":[0.03781036,0.001351941,0.002174344,0.005050324,0.001402284,0.005103332,0.002525289,0.004216587,0.07840126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362608,"about_ca_system_score_gemma":0.003655521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286491,"about_ca_topic_score_gemma":0.001394015,"domain_scores_codex":[0.9965163,0.001233009,0.0007561095,0.0003537086,0.001028547,0.0001122728],"domain_scores_gemma":[0.9684119,0.02207432,0.001766937,0.002122509,0.005122856,0.0005015281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001295694,0.00005443661,0.000403094,0.006219374,0.00006290816,0.0001958187,0.0001853191,0.0005525573,0.003117184,0.09368399,0.6147453,0.2806505],"study_design_scores_gemma":[0.0000190901,0.00005989586,0.0008559283,0.001424899,0.00004554525,0.0004046855,0.00007757415,0.0004041929,0.0007152657,0.05299709,0.9429668,0.00002909592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.002287559,0.1193724,0.5302543,0.04513066,0.05265475,0.005294478,0.04849055,0.006649185,0.1898661],"genre_scores_gemma":[0.01269559,0.09157676,0.5384642,0.04350486,0.02709854,0.01091684,0.0333974,0.003972264,0.2383736],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1156512,"threshold_uncertainty_score":0.3868917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W167963767","doi":"10.1007/3-540-27095-7_1","title":"Introduction to Part I — Accelerators","year":2005,"lang":"en","type":"book-chapter","venue":"Particle acceleration and detection","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Deep River Science Academy","funders":"","keywords":"Computer science","authors":[{"name":"Ragnar Hellborg","is_ca":false},{"name":"J. W. Mckay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01432757489379965,"gpt":0.2141075072332964,"spread":0.1997799323394968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003173297,0.001378915,0.0007700389,0.002056848,0.0009620095,0.001953339,0.0009251226,0.001091919,0.1332819],"category_scores_gemma":[0.0005338345,0.000600353,0.000492101,0.002478573,0.0006047532,0.00224363,0.0008865736,0.002429557,0.08855256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276019,"about_ca_system_score_gemma":0.001293502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047935,"about_ca_topic_score_gemma":0.001676132,"domain_scores_codex":[0.9997659,0.00002048957,0.00001209887,0.00004721847,0.0001368682,0.00001744265],"domain_scores_gemma":[0.9997373,0.0000694652,0.00001391419,0.00003596099,0.0001196359,0.0000235948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002731426,0.00005479766,0.00009293541,0.000561662,0.000007506717,0.0000402584,0.00009045883,0.001055015,0.002146329,0.06825031,0.5838045,0.3438688],"study_design_scores_gemma":[0.000001128352,0.000009361368,0.00007490719,0.0000580348,0.000001444523,0.00003831691,0.000006740992,0.0000747095,0.0001724132,0.005188388,0.9943715,0.000003110973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008252937,0.08852974,0.03798686,0.002981769,0.01451303,0.0001814949,0.001484808,0.001945096,0.851552],"genre_scores_gemma":[0.003547058,0.03704717,0.009645298,0.00153604,0.002721751,0.0001179106,0.001023849,0.000491666,0.9438693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1332819,"threshold_uncertainty_score":0.4458724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}