{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"3ef9bd8cb717","filters":{"venue":"Communicating astronomy with the public journal"}},"results":[{"id":"W3041108241","doi":"10.5281/zenodo.14942563","title":"How Astronomers View Education and Public Outreach: An Exploratory Study","year":2015,"lang":"en","type":"article","venue":"Communicating astronomy with the public journal","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Outreach; European union; Political science; European commission; Order (exchange); George (robot); Exploratory research; Public administration; Economic growth; Public relations; Sociology; Law; Social science; Business; Economic policy; Economics; History","authors":[{"name":"Lisa Dang","is_ca":true},{"name":"Pedro Russo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06164004663470556,"gpt":0.2831380719895896,"spread":0.2214980253548841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001387666,0.0002295318,0.0002213524,0.0001583569,0.0008719427,0.001828037,0.0007361288,0.00002670475,0.00002668237],"category_scores_gemma":[0.0000181555,0.0001511167,0.00004766007,0.0002697431,0.000202747,0.002183852,0.0002195012,0.0005863872,0.000006476378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009190099,"about_ca_system_score_gemma":0.0008220514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002206175,"about_ca_topic_score_gemma":0.00009851904,"domain_scores_codex":[0.9980539,0.0008425931,0.0002631609,0.0002135509,0.0002739948,0.000352811],"domain_scores_gemma":[0.9976327,0.00006035718,0.0004994366,0.0008718032,0.000444655,0.0004910263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001574518,0.001163877,0.3731207,0.000001989125,0.0002119601,1.852538e-7,0.01245813,0.0000615522,0.000009680183,0.006406714,0.001182637,0.6053668],"study_design_scores_gemma":[0.001741995,0.0004996421,0.00826785,0.00002977485,0.00007062931,0.00003007104,0.7941612,0.0003750543,0.000007968705,0.0002789629,0.1941994,0.0003374146],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8954824,0.0006968487,0.06269015,0.03816384,0.0002409215,0.0005968972,0.000002887064,0.00006622126,0.002059792],"genre_scores_gemma":[0.9903515,0.000002936477,0.008697751,0.0000581009,0.0004816303,0.0001206725,0.00004599934,0.00003163932,0.0002097603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7817031,"threshold_uncertainty_score":0.9992082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099285986","doi":"","title":"Astronomy and Space Science in Portuguese Popular Newspapers at the End of the 20th Century","year":2010,"lang":"en","type":"article","venue":"Communicating astronomy with the public journal","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Newspaper; Portuguese; Space Science; Context (archaeology); Space (punctuation); Quarter (Canadian coin); Astronomy; Media studies; Political science; History; Physics; Sociology; Computer science; Philosophy; Linguistics; Archaeology","authors":[{"name":"Rui Brito Fonseca","is_ca":false},{"name":"Pedro Russo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008829466117607215,"gpt":0.2241481042571799,"spread":0.2153186381395727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002276517,0.0002430857,0.0002396992,0.0001116801,0.001972682,0.0002046918,0.002531619,0.00003173363,0.0002576896],"category_scores_gemma":[0.00003028607,0.0001229723,0.00009447656,0.0004637769,0.002908941,0.0004384804,0.001238079,0.001696409,0.000004082529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001224623,"about_ca_system_score_gemma":0.0009315811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001027124,"about_ca_topic_score_gemma":0.0001763839,"domain_scores_codex":[0.9980875,0.0002772765,0.0004349542,0.0002470766,0.0003629791,0.0005902735],"domain_scores_gemma":[0.9974061,0.0001802224,0.000694391,0.001404088,0.0001317569,0.0001834649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002319876,0.0001197585,0.6542219,0.000002929522,0.0001003626,4.010126e-7,0.002634525,0.0001192038,0.000716314,0.01053316,0.0004127366,0.3311155],"study_design_scores_gemma":[0.0009749385,0.00004298821,0.1527171,0.00006582466,0.00003830634,0.00006348539,0.01091145,0.0000278327,0.0003793252,0.0001071794,0.8344033,0.0002682039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739577,0.0003164018,0.003731076,0.008422892,0.0003512608,0.0003820696,0.000008699236,0.00001010879,0.0128198],"genre_scores_gemma":[0.9668059,0.000004649937,0.03264843,0.00005129103,0.0001184202,0.00003156915,0.000004239741,0.00001872111,0.0003168238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8339906,"threshold_uncertainty_score":0.9998046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}