{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"95fb6a705237","filters":{"venue":"SpringerBriefs in history of science and technology"}},"results":[{"id":"W4251443458","doi":"10.1007/978-3-030-59188-5_3","title":"International Networking","year":2020,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in history of science and technology","topic":"Twentieth Century Scientific Developments","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociology; Political science; Library science; Computer science","authors":[{"name":"Alexei Kojevnikov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02977140336834776,"gpt":0.1987494769252713,"spread":0.1689780735569235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001046311,0.001512414,0.0009520688,0.003214863,0.001221817,0.006043548,0.001352828,0.001664618,0.5685788],"category_scores_gemma":[0.002120549,0.0004014499,0.0005512367,0.003033588,0.0004789766,0.004252442,0.002899497,0.001723405,0.5764999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006349963,"about_ca_system_score_gemma":0.001418075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009159279,"about_ca_topic_score_gemma":0.001797161,"domain_scores_codex":[0.9992263,0.0001167081,0.00004300082,0.0001391496,0.0003763781,0.00009844205],"domain_scores_gemma":[0.9988149,0.0001245443,0.00007729041,0.0002822386,0.0003457991,0.0003552379],"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":[0.00002261092,0.00003914226,0.00008916187,0.0001474448,0.000006015835,0.00002967181,0.00002317618,0.0001288211,0.0005388553,0.006385227,0.8093607,0.1832292],"study_design_scores_gemma":[0.000004662192,0.000012592,0.0001399777,0.00006441478,0.000003530422,0.0000372598,0.0000237749,0.0002063486,0.00009821295,0.002073642,0.9973305,0.00000511084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0004863334,0.005041696,0.004702545,0.002480826,0.01171085,0.0001418131,0.002009763,0.002230187,0.9711959],"genre_scores_gemma":[0.001670992,0.003460398,0.001095252,0.0006899202,0.00206419,0.00008817101,0.002182146,0.0004059777,0.9883429],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9987782,"threshold_uncertainty_score":0.61537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4256022248","doi":"10.1007/978-3-030-59188-5_1","title":"Introduction","year":2020,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in history of science and technology","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Epistemology; Philosophy","authors":[{"name":"Alexei Kojevnikov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01110487494955521,"gpt":0.2065725498448207,"spread":0.1954676748952655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008800547,0.0009800083,0.0005508428,0.00178411,0.001517635,0.004634097,0.001748989,0.001801007,0.6468239],"category_scores_gemma":[0.003173523,0.0003041159,0.0005876485,0.001466447,0.0006679393,0.002889247,0.002782342,0.00190561,0.5318223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001466232,"about_ca_system_score_gemma":0.002482482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275575,"about_ca_topic_score_gemma":0.003649959,"domain_scores_codex":[0.9991078,0.0001039935,0.0000310719,0.0001814605,0.0004704654,0.0001052344],"domain_scores_gemma":[0.9988537,0.0001623662,0.00004101156,0.0001572661,0.0005360024,0.0002497387],"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":[0.00002681611,0.00003053683,0.000106031,0.0001544869,0.000002330183,0.00004481822,0.0001123766,0.00008451477,0.0002744339,0.02899676,0.8430815,0.1270854],"study_design_scores_gemma":[0.000001754936,0.000004884161,0.00006191684,0.00005245832,7.590719e-7,0.00002190595,0.00003131255,0.00001305326,0.00004564953,0.002834065,0.9969302,0.000002178945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004233807,0.002736914,0.004096183,0.004592104,0.008702727,0.0001577777,0.003542162,0.001079748,0.974669],"genre_scores_gemma":[0.001459886,0.001660826,0.001436178,0.001867579,0.001235476,0.0001018649,0.002549071,0.0003314206,0.9893578],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6468239,"threshold_uncertainty_score":0.5037627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405972032","doi":"10.1007/978-3-031-76085-3_5","title":"Epilogue: Experiencing Experiences—Four Encounters with Experience in the Medieval Islamicate World","year":2025,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in history of science and technology","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"History; Geography","authors":[{"name":"Jon McGinnis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02811317698117745,"gpt":0.2623030021400291,"spread":0.2341898251588516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00151387,0.0007312047,0.0005056324,0.001263553,0.007993982,0.006706731,0.0009691792,0.002162973,0.007450566],"category_scores_gemma":[0.00381878,0.0002359654,0.0002546422,0.001297829,0.01160515,0.006180987,0.005849021,0.005020314,0.0008342261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001935899,"about_ca_system_score_gemma":0.0009506774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001940413,"about_ca_topic_score_gemma":0.003973013,"domain_scores_codex":[0.9986406,0.000947677,0.00002356583,0.00007467462,0.0001823794,0.0001311109],"domain_scores_gemma":[0.9980698,0.001447985,0.00008564782,0.0000754877,0.0001114384,0.0002095279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000359161,0.00003703122,0.0003703751,0.0001382147,0.000002960677,0.001507193,0.9327984,0.00004657775,0.0006614748,0.03352987,0.02168758,0.009184408],"study_design_scores_gemma":[0.000005382119,0.00005980577,0.001196364,0.000356711,0.000003869835,0.0012062,0.6960309,0.00009228343,0.0005070886,0.004142555,0.2963749,0.00002391848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4819387,0.01433221,0.009471465,0.0514254,0.0114838,0.0002935958,0.0004952538,0.0002951229,0.4302645],"genre_scores_gemma":[0.9180464,0.005561535,0.001315465,0.006040136,0.001956447,0.0001880763,0.000154377,0.0002170587,0.06652036],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.992006,"threshold_uncertainty_score":0.0249247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}