{"meta":{"query_hash":"95fb6a705237","filters":{"venue":"SpringerBriefs in history of science and technology"},"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/95fb6a705237","api":"https://metacan.xera.ac/api/v1/cohort?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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociology; Political science; Library science; Computer science","score_opus":0.02977140336834776,"score_gpt":0.1987494769252713,"score_spread":0.16897807355692354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251443458","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048633336,0.005041696,0.004702545,0.0024808263,0.011710852,0.00014181306,0.0020097627,0.002230187,0.97119594],"genre_scores_gemma":[0.001670992,0.0034603984,0.001095252,0.00068992015,0.0020641899,0.00008817101,0.0021821463,0.00040597765,0.98834294],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922633,0.00011670812,0.00004300082,0.00013914963,0.00037637807,0.000098442055],"domain_scores_gemma":[0.99881494,0.0001245443,0.00007729041,0.00028223865,0.00034579908,0.00035523792],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010463115,0.0015124141,0.00095206883,0.0032148627,0.0012218166,0.0060435478,0.0013528282,0.0016646184,0.5685788],"category_scores_gemma":[0.002120549,0.00040144986,0.00055123674,0.0030335882,0.0004789766,0.004252442,0.0028994966,0.0017234045,0.5764999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022610915,0.000039142258,0.00008916187,0.00014744478,0.0000060158354,0.000029671814,0.000023176184,0.00012882115,0.00053885527,0.006385227,0.8093607,0.18322924],"study_design_scores_gemma":[0.000004662192,0.000012592001,0.00013997772,0.00006441478,0.0000035304215,0.0000372598,0.000023774901,0.00020634856,0.00009821295,0.0020736423,0.99733055,0.0000051108395],"about_ca_topic_score_codex":0.00091592787,"about_ca_topic_score_gemma":0.0017971608,"teacher_disagreement_score":0.99877816,"about_ca_system_score_codex":0.00063499634,"about_ca_system_score_gemma":0.001418075,"threshold_uncertainty_score":0.61537004},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Epistemology; Philosophy","score_opus":0.011104874949555206,"score_gpt":0.20657254984482068,"score_spread":0.19546767489526548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256022248","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":[0.00042338067,0.0027369135,0.0040961835,0.0045921043,0.008702727,0.00015777766,0.003542162,0.0010797478,0.97466904],"genre_scores_gemma":[0.0014598856,0.0016608259,0.0014361781,0.0018675794,0.0012354758,0.000101864905,0.0025490709,0.00033142063,0.98935777],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991078,0.00010399354,0.000031071897,0.00018146052,0.00047046543,0.00010523444],"domain_scores_gemma":[0.9988537,0.0001623662,0.000041011557,0.00015726613,0.0005360024,0.00024973875],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008800547,0.0009800083,0.00055084284,0.0017841102,0.001517635,0.004634097,0.0017489893,0.0018010074,0.64682394],"category_scores_gemma":[0.003173523,0.00030411594,0.00058764854,0.0014664471,0.00066793925,0.0028892471,0.0027823418,0.0019056095,0.5318223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026816113,0.000030536827,0.00010603096,0.00015448689,0.0000023301832,0.000044818218,0.0001123766,0.00008451477,0.0002744339,0.028996758,0.84308153,0.12708539],"study_design_scores_gemma":[0.0000017549355,0.0000048841607,0.00006191684,0.00005245832,7.590719e-7,0.000021905955,0.000031312553,0.000013053264,0.00004564953,0.0028340654,0.9969302,0.000002178945],"about_ca_topic_score_codex":0.0027557504,"about_ca_topic_score_gemma":0.0036499593,"teacher_disagreement_score":0.64682394,"about_ca_system_score_codex":0.0014662322,"about_ca_system_score_gemma":0.0024824822,"threshold_uncertainty_score":0.5037627},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"History; Geography","score_opus":0.028113176981177452,"score_gpt":0.26230300214002905,"score_spread":0.2341898251588516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405972032","genre_codex":"empirical","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":[0.48193866,0.014332205,0.009471465,0.051425405,0.011483798,0.00029359577,0.0004952538,0.00029512294,0.4302645],"genre_scores_gemma":[0.9180464,0.005561535,0.0013154652,0.006040136,0.0019564468,0.00018807629,0.00015437705,0.00021705868,0.066520356],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986406,0.000947677,0.000023565834,0.000074674615,0.00018237943,0.00013111091],"domain_scores_gemma":[0.9980698,0.001447985,0.00008564782,0.0000754877,0.00011143842,0.00020952793],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00151387,0.0007312047,0.00050563243,0.0012635527,0.007993982,0.0067067314,0.0009691792,0.0021629734,0.007450566],"category_scores_gemma":[0.00381878,0.00023596545,0.00025464222,0.0012978289,0.011605154,0.0061809868,0.0058490206,0.005020314,0.00083422614],"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":[0.0000359161,0.000037031223,0.0003703751,0.00013821473,0.0000029606774,0.0015071926,0.93279845,0.00004657775,0.00066147477,0.033529866,0.02168758,0.009184408],"study_design_scores_gemma":[0.0000053821186,0.000059805767,0.001196364,0.00035671098,0.000003869835,0.0012062005,0.6960309,0.00009228343,0.0005070886,0.0041425554,0.2963749,0.000023918485],"about_ca_topic_score_codex":0.0019404135,"about_ca_topic_score_gemma":0.0039730133,"teacher_disagreement_score":0.992006,"about_ca_system_score_codex":0.0019358994,"about_ca_system_score_gemma":0.00095067744,"threshold_uncertainty_score":0.024924695},"labels":[],"label_agreement":null}]}