{"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":"3e80deba1f13","filters":{"venue":"IAU General Assembly"}},"results":[{"id":"W3019486052","doi":"","title":"Astronomy for developing countries","year":2001,"lang":"en","type":"article","venue":"IAU General Assembly","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dominion Astrophysical Observatory","funders":"","keywords":"Developing country; Per capita; Rule of thumb; Gross domestic product; Product (mathematics); Order (exchange); Economics; Development economics; Business; Economic growth; Mathematics; Population; Finance; Sociology; Demography","authors":[{"name":"Alan H. Batten","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01694648797118022,"gpt":0.266238629953863,"spread":0.2492921419826828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001945745,0.001116748,0.0005248582,0.001951839,0.003467022,0.006636097,0.0007420194,0.004794375,0.09178428],"category_scores_gemma":[0.005464092,0.0002863882,0.0003876583,0.00302663,0.001310236,0.004239718,0.004408654,0.004250232,0.05860678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002175382,"about_ca_system_score_gemma":0.01261496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004944773,"about_ca_topic_score_gemma":0.00551891,"domain_scores_codex":[0.9992223,0.0001870787,0.0000681864,0.00009769021,0.0001818632,0.0002429688],"domain_scores_gemma":[0.9964737,0.0004802027,0.0003902014,0.0003790974,0.0007615578,0.001515124],"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":[0.00001916843,0.00001826789,0.0006489411,0.0003655924,0.000004627016,0.0001514495,0.0002829053,0.0000782372,0.000190195,0.03030266,0.882425,0.08551301],"study_design_scores_gemma":[0.000001970667,0.000004769063,0.0005809,0.0001564689,8.464039e-7,0.00007899893,0.00007455234,0.000007690242,0.00001788823,0.001361607,0.9977121,0.000002190306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00202052,0.1285279,0.001652846,0.309453,0.02965872,0.0001435133,0.003566306,0.00091607,0.5240611],"genre_scores_gemma":[0.04101993,0.2320397,0.008689984,0.07043567,0.02040352,0.0007393389,0.005394465,0.0005409666,0.6207364],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09178428,"threshold_uncertainty_score":0.307049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997125088","doi":"","title":"Hands-On Astrophysics: variable stars for astronomy education and development","year":2001,"lang":"en","type":"article","venue":"IAU General Assembly","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","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":"Amateur; Variable star; Astronomy; Stars; Variable (mathematics); Physics; Astrophysics; Geography; Mathematics; Archaeology","authors":[{"name":"J. A. Mattei","is_ca":false},{"name":"John R. Percy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01236288085097763,"gpt":0.2467989767012345,"spread":0.2344360958502569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00254001,0.000757765,0.0002517099,0.001390134,0.002065497,0.004457321,0.001038139,0.00161539,0.06585048],"category_scores_gemma":[0.003654156,0.0002682426,0.0002422853,0.00144252,0.001546121,0.003446726,0.008607772,0.001463325,0.02647546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093275,"about_ca_system_score_gemma":0.00462145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002422156,"about_ca_topic_score_gemma":0.005743781,"domain_scores_codex":[0.9988369,0.0003127072,0.00005563172,0.0001158028,0.0003747248,0.0003042783],"domain_scores_gemma":[0.9957086,0.0005314173,0.0001742721,0.0004138807,0.0003411992,0.002830556],"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":[0.00004608465,0.0002299667,0.002718137,0.0002056054,0.000003773231,0.0001042686,0.001243407,0.0001450589,0.001968546,0.03054548,0.2229137,0.739876],"study_design_scores_gemma":[0.00001325253,0.00009080815,0.004833878,0.0001523936,0.000002783588,0.0002192344,0.0004894245,0.0001020812,0.0007612038,0.007678543,0.9856457,0.00001073526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02016061,0.009947304,0.06018849,0.02755025,0.002931041,0.0006590838,0.000964649,0.008267571,0.869331],"genre_scores_gemma":[0.1628626,0.01673656,0.1175395,0.008203229,0.002260318,0.001429606,0.002860372,0.002402674,0.685705],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06585048,"threshold_uncertainty_score":0.2202918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047003933","doi":"","title":"NASA Astrophysics E/PO: A Quarter Century of Discovery and Inspiration with the Hubble Space Telescope","year":2015,"lang":"en","type":"article","venue":"IAU General Assembly","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hubble space telescope; Astronomy; Quarter (Canadian coin); Space (punctuation); Physics; Spitzer Space Telescope; Astrophysics; Astrobiology; Space Science; Telescope; Geography; Stars; Computer science; Archaeology","authors":[{"name":"Hussein Jirdeh","is_ca":false},{"name":"Amber N. Straughn","is_ca":false},{"name":"Denise A. Smith","is_ca":false},{"name":"B. Eisenhamer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01207771102622384,"gpt":0.2241922860574626,"spread":0.2121145750312388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009088283,0.0007570837,0.0007628746,0.002818332,0.003432804,0.01054229,0.0008911569,0.003608968,0.0196426],"category_scores_gemma":[0.01254967,0.0003729353,0.0005171531,0.003538284,0.004459664,0.005520577,0.005391206,0.01073228,0.008523255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003659833,"about_ca_system_score_gemma":0.01175854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00757332,"about_ca_topic_score_gemma":0.01181766,"domain_scores_codex":[0.9961823,0.000486178,0.00008254175,0.0004694696,0.002344145,0.0004354681],"domain_scores_gemma":[0.9813308,0.001802312,0.00115286,0.001929296,0.005221637,0.008563053],"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":[0.0001430676,0.00005713016,0.001507034,0.0001011447,0.00001829273,0.00009864149,0.0004259423,0.0001066305,0.001190446,0.04616849,0.8247759,0.1254073],"study_design_scores_gemma":[0.000006187749,0.00001897565,0.001860967,0.00007613055,0.000002151039,0.00003614706,0.0001587463,0.00005157434,0.0001529605,0.005522021,0.9921034,0.0000108169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006427683,0.06808546,0.01115575,0.6340573,0.09905934,0.00008977389,0.001763533,0.001667758,0.1776933],"genre_scores_gemma":[0.1379238,0.06722044,0.03437728,0.1484485,0.07346964,0.0001417331,0.002935309,0.003536309,0.531947],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0196426,"threshold_uncertainty_score":0.06571102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}