{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"f4200c1d3142","filters":{"venue":"Gale eBooks"}},"results":[{"id":"W651356994","doi":"","title":"Government research directory : a descriptive guide to more than 5,000 U.S. and Canadian government research and development centers, institutes, laboratories, bureaus, test facilities, experiment stations, data collection and analysis centers, and grants management and research coordinating offices in agriculture, commerce, education, energy, engineering, environment, the humanities, medicine, military science, and basic and applied sceicnes","year":2002,"lang":"en","type":"book","venue":"Gale eBooks","topic":"Research, Science, and Academia","field":"Decision Sciences","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":"Directory; Government (linguistics); Library science; Test (biology); Public administration; Data collection; Political science; Descriptive research; Sociology; Computer science; Social science","authors":[{"name":"Alan Hedblad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1298972202926276,"gpt":0.3612719027689412,"spread":0.2313746824763136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.01399085,0.0004732036,0.0006033974,0.002113063,0.0036491,0.001244456,0.001044664,0.0001706766,0.00001974574],"category_scores_gemma":[0.001109911,0.0003535999,0.00001300638,0.001568117,0.005996695,0.0004957422,0.002569237,0.00090921,6.971879e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002503279,"about_ca_system_score_gemma":0.001240842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05047581,"about_ca_topic_score_gemma":0.09030708,"domain_scores_codex":[0.989176,0.0004956387,0.0008520047,0.002054497,0.006304039,0.00111779],"domain_scores_gemma":[0.9959503,0.001680307,0.0001445571,0.0008146581,0.0005738757,0.0008362349],"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":[0.0003082107,0.000397725,0.1760391,0.0009544819,0.000743366,0.00008377755,0.1081115,0.00001716005,0.001125141,0.01934006,0.5517645,0.1411149],"study_design_scores_gemma":[0.0006096064,0.000184408,0.1176466,0.0004048392,0.00003941078,0.00001413558,0.07373849,0.0002706853,0.00008516654,0.0002702046,0.8063249,0.0004114766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5920259,0.1570281,0.0001651494,0.004256673,0.0006341194,0.01515335,0.007310295,0.0001010004,0.2233254],"genre_scores_gemma":[0.5080764,0.04252884,0.003103663,0.0004793166,0.0003228794,0.001845635,0.0004215699,0.00010978,0.4431119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2545604,"threshold_uncertainty_score":0.9998916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}