{"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":"507734a704b1","filters":{"venue":"Space studies"}},"results":[{"id":"W1802086344","doi":"10.1007/978-94-017-3008-2_45","title":"NESS: Using a Microsatellite to Search for and Track Satellites and Asteroids","year":2002,"lang":"en","type":"book-chapter","venue":"Space studies","topic":"Inertial Sensor and Navigation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Asteroid; Astrobiology; Track (disk drive); Astronomy; Orbit (dynamics); Telescope; Remote sensing; Low earth orbit; Computer science; Aerospace engineering; Physics; Geology; Satellite; Engineering","authors":[{"name":"K. A. Carroll","is_ca":false},{"name":"A. R. Hildebrand","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05762734866549106,"gpt":0.2829145140035885,"spread":0.2252871653380974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000699478,0.0002591723,0.0003494397,0.0001012352,0.0001053405,0.00004635133,0.00003269131,0.0001230005,0.000005613524],"category_scores_gemma":[0.000008651939,0.0002471032,0.00004231224,0.00002578256,0.0000787367,0.00005079262,0.00004337679,0.000121933,0.000008882095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000472248,"about_ca_system_score_gemma":0.000002427541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007222971,"about_ca_topic_score_gemma":0.00001738757,"domain_scores_codex":[0.9993032,0.000004403268,0.000158152,0.0002270037,0.00009085747,0.0002163919],"domain_scores_gemma":[0.9996594,0.00007938044,0.00002026839,0.0000958805,0.00008700127,0.00005802758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005908705,0.00005625663,0.00136077,0.02115267,0.005959814,0.0001224825,0.1073807,0.007613551,0.3312467,0.04627341,0.009694212,0.4685486],"study_design_scores_gemma":[0.002758457,0.001084247,0.0008824731,0.005114931,0.001259602,0.0001173927,0.00286806,0.01062249,0.0923231,0.008990336,0.8692825,0.004696451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4860729,0.4204998,0.002181046,0.0009493089,0.001490162,0.003817436,0.0004449189,0.000623954,0.08392044],"genre_scores_gemma":[0.2001306,0.1832449,0.04224293,0.0004317773,0.00393133,0.0001240944,0.0001088779,0.00111763,0.5686679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8595883,"threshold_uncertainty_score":0.9999981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2220607990","doi":"10.1007/978-94-017-3008-2_33","title":"From Big LEO Satellite Ventures to Smaller Satellite Systems: Lessons to be Learnt in an Apparently Evanescent Market","year":2002,"lang":"en","type":"book-chapter","venue":"Space studies","topic":"Satellite Communication Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Satellite; Constellation; Competition (biology); Telecommunications; Privilege (computing); Adventure; Remote sensing; Computer science; Geography; Engineering; Aerospace engineering; Computer security; Astronomy; Physics; Artificial intelligence","authors":[{"name":"Patrick A. Salin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1402092016217593,"gpt":0.3113457471476229,"spread":0.1711365455258636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048185,0.001045903,0.001548094,0.000742563,0.0001307348,0.0001950925,0.0009037973,0.00044682,0.0001020825],"category_scores_gemma":[0.00007281904,0.001069287,0.0002081759,0.0002324578,0.000092118,0.0001045554,0.0004899188,0.0007259712,0.0009308447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008594221,"about_ca_system_score_gemma":0.00002660235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002535703,"about_ca_topic_score_gemma":0.003458463,"domain_scores_codex":[0.9963524,0.0001827987,0.001069468,0.0009538367,0.000709181,0.0007323043],"domain_scores_gemma":[0.9966854,0.000330868,0.0002005342,0.002142639,0.0002749632,0.0003656305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001004335,0.000648946,0.005607205,0.01082084,0.01399222,0.001053072,0.293092,0.04135167,0.002849503,0.02877112,0.167255,0.4335541],"study_design_scores_gemma":[0.0002677496,0.00007826436,0.00147336,0.002441294,0.0000864855,0.00000473522,0.004722836,0.00009043735,0.00004626765,0.0001194544,0.9895712,0.001097886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001906141,0.6071891,0.00006001273,0.003197688,0.004852135,0.003317907,0.0004596328,0.00100562,0.3780118],"genre_scores_gemma":[0.1816355,0.3826009,0.001167198,0.0006015004,0.002793307,0.001011734,0.0003621618,0.001119736,0.428708],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8223162,"threshold_uncertainty_score":0.9998471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W203438390","doi":"10.1007/978-94-011-4259-5_10","title":"International Space Station Commercialization: Can Canada Blaze the Trail Forward?","year":2000,"lang":"en","type":"book-chapter","venue":"Space studies","topic":"Space exploration and regulation","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":true},"ca_institutions":"Canadian Space Agency","funders":"","keywords":"Commercialization; International Space Station; Space (punctuation); Business; Computer science; Aerospace engineering; Engineering; Marketing; Operating system","authors":[{"name":"Amos Eddy","is_ca":true},{"name":"A. Poirier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02272419901550315,"gpt":0.2575707714431972,"spread":0.234846572427694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008051809,0.0003147614,0.0002993625,0.00006565293,0.0003797156,0.00006988894,0.0001786794,0.00006495488,0.001462487],"category_scores_gemma":[0.00000766986,0.0002393414,0.0001097963,0.00005071075,0.000142942,0.00008988357,0.00005288744,0.0002077942,0.00002984506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002144999,"about_ca_system_score_gemma":0.0003427866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03916462,"about_ca_topic_score_gemma":0.3409561,"domain_scores_codex":[0.9988043,0.00002638845,0.0002612659,0.0002743921,0.0004544715,0.0001791675],"domain_scores_gemma":[0.9990662,0.00008083312,0.0002768084,0.0002435172,0.0002809625,0.00005162696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001993712,0.00001241448,0.0003719709,0.00001244488,0.0009205022,0.000001976025,0.003131495,0.001106574,0.000003376269,0.6162646,0.3654596,0.01269505],"study_design_scores_gemma":[0.0002764445,0.00001476382,0.0002545128,0.00006468235,0.0001005593,4.975759e-7,0.0034268,0.0001114664,0.00003133386,0.0169829,0.9784496,0.0002864579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001203899,0.0007224174,0.001065748,0.06490708,0.002060465,0.0005814441,0.0004893215,0.00005312922,0.93],"genre_scores_gemma":[0.1115349,0.0008118579,0.0001212536,0.0005109803,0.002548628,0.00006440574,0.001210153,0.0000805788,0.8831173],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.61299,"threshold_uncertainty_score":0.9994503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}