{"meta":{"query_hash":"70f14f9c8b00","filters":{"venue":"Science studies"},"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/70f14f9c8b00","api":"https://metacan.xera.ac/api/v1/cohort?venue=Science+studies"},"results":[{"id":"W4200252320","doi":"10.14361/9783839447413","title":"The Persistence of Technology","year":2021,"lang":"en","type":"book","venue":"Science studies","topic":"Indian Economic and Social Development","field":"Economics, Econometrics and Finance","cited_by":0,"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":"Fonds National de la Recherche Luxembourg","keywords":"Reuse; Persistence (discontinuity); German; Business; Power grid; Service (business); China; Engineering; Power (physics); Marketing; Political science; History","score_opus":0.0667893083279835,"score_gpt":0.2448922286180482,"score_spread":0.17810292029006472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200252320","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":[0.020462893,0.024345782,0.017726174,0.015786702,0.0005638359,0.000042485113,0.00030172276,0.00011662474,0.9206538],"genre_scores_gemma":[0.5661771,0.03337419,0.007363704,0.0033313746,0.0011459445,0.00016365167,0.00035673685,0.00018370885,0.3879035],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99903417,0.00021484471,0.000039807404,0.00020048679,0.0003915711,0.00011922256],"domain_scores_gemma":[0.99847895,0.00075455545,0.00013260837,0.00036154003,0.00018649324,0.00008589827],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00089681457,0.00031658297,0.00034331178,0.0014572109,0.0016034821,0.010079033,0.0005304046,0.0014428069,0.010308831],"category_scores_gemma":[0.0032828269,0.00025095075,0.00031125732,0.0024494391,0.0114315655,0.009530063,0.0022402115,0.0022020433,0.002512571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003996926,0.0000054374104,0.00029125996,0.00003765955,0.0000031717527,0.000049958075,0.0007222543,0.00027014266,0.000097669516,0.9758221,0.0042006755,0.018495617],"study_design_scores_gemma":[0.0000036160036,0.000019613193,0.00096714334,0.00014588631,0.0000062653166,0.0002550303,0.00078986434,0.00054619403,0.0002035974,0.55588776,0.44116402,0.000011010423],"about_ca_topic_score_codex":0.003444326,"about_ca_topic_score_gemma":0.0029356566,"teacher_disagreement_score":0.9983965,"about_ca_system_score_codex":0.004244728,"about_ca_system_score_gemma":0.0030117636,"threshold_uncertainty_score":0.034486473},"labels":[],"label_agreement":null},{"id":"W4255891202","doi":"10.14361/9783839429570","title":"Ageing and Technology","year":2016,"lang":"en","type":"book","venue":"Science studies","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Fogarty International Center; Eberhard Karls Universität Tübingen","keywords":"Perspective (graphical); Phenomenon; Set (abstract data type); Population ageing; Technology development; Quality (philosophy); Technological change; Human life; Population; Political science; Engineering ethics; Sociology; Engineering; Computer science; Epistemology","score_opus":0.06618428952403832,"score_gpt":0.44582531604513154,"score_spread":0.3796410265210932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255891202","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":[0.0029915762,0.31816098,0.0014863588,0.015111049,0.0059854127,0.00004908175,0.000050435516,0.00005530543,0.6561098],"genre_scores_gemma":[0.06090509,0.2933733,0.0018799324,0.009327692,0.0050298637,0.00013921958,0.00011143527,0.00007784772,0.62915564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935454,0.00021022261,0.00004695118,0.000087056906,0.00022637917,0.00007489831],"domain_scores_gemma":[0.99941695,0.00032748992,0.000037810132,0.000062424515,0.00009073363,0.00006454751],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007061939,0.0006045109,0.00044406153,0.0014756051,0.0021175847,0.006350363,0.000544178,0.0018318467,0.012194639],"category_scores_gemma":[0.001868809,0.00015775289,0.0003503242,0.0018336106,0.00526396,0.0059438525,0.002274591,0.0021608174,0.0047028116],"study_design_candidate":"not_applicable","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":[0.000019611525,0.000043791268,0.00043934246,0.0006848552,0.000008516084,0.00024974844,0.017554764,0.00016401638,0.00041415278,0.649658,0.14466844,0.18609478],"study_design_scores_gemma":[0.0000018939468,0.000015449903,0.0003361589,0.000530611,0.00000288186,0.00019985512,0.0013587003,0.000023476314,0.00005228011,0.041333135,0.9561413,0.00000426047],"about_ca_topic_score_codex":0.0022921732,"about_ca_topic_score_gemma":0.0027111769,"teacher_disagreement_score":0.9978824,"about_ca_system_score_codex":0.0021778946,"about_ca_system_score_gemma":0.0024436645,"threshold_uncertainty_score":0.040795088},"labels":[],"label_agreement":null},{"id":"W7124278730","doi":"10.14361/9783839472378-003","title":"From One to(o) Many","year":2025,"lang":"de","type":"book-chapter","venue":"Science studies","topic":"Decolonial Thought and Epistemologies","field":"Social Sciences","cited_by":0,"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":"Fundação para a Ciência e a Tecnologia","keywords":"Suspect; Context (archaeology); Set (abstract data type); Criminal investigation; Identification (biology); Narrative; Population","score_opus":0.1020277266497771,"score_gpt":0.3863274214348517,"score_spread":0.2842996947850746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124278730","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025427407,0.0060693086,0.011356715,0.011951173,0.0018468715,0.000048232836,0.00010172374,0.00015820445,0.96592504],"genre_scores_gemma":[0.097189635,0.013272173,0.014517482,0.007472393,0.0015509885,0.0001311761,0.00020356942,0.00039740495,0.86526513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992537,0.00023563002,0.00003166677,0.00018852938,0.00018905476,0.00010138827],"domain_scores_gemma":[0.9993358,0.00023588212,0.000032511136,0.00016798195,0.00013432841,0.000093352326],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009791804,0.00061891717,0.0003076536,0.0010752128,0.0035373736,0.006285722,0.0009638949,0.0016155882,0.04255459],"category_scores_gemma":[0.0023048336,0.00027599972,0.0003317236,0.0012838569,0.010277004,0.010328903,0.005065953,0.003334735,0.01379336],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009141243,0.000010256948,0.00014873978,0.00006683582,0.0000028129296,0.00007955751,0.003979164,0.00006478172,0.00018052092,0.886127,0.056006465,0.053324804],"study_design_scores_gemma":[0.0000019333258,0.0000072391076,0.000088148096,0.00011309182,0.000002036103,0.00014056181,0.0014389671,0.00007576857,0.000083873754,0.107442655,0.8906002,0.0000055907753],"about_ca_topic_score_codex":0.0036359727,"about_ca_topic_score_gemma":0.0062062074,"teacher_disagreement_score":0.99646264,"about_ca_system_score_codex":0.0023404274,"about_ca_system_score_gemma":0.001970194,"threshold_uncertainty_score":0.14235926},"labels":[],"label_agreement":null}]}