{"id":"W2041166561","doi":"10.12735/ier.v2i2p44","title":"Changing Institutional Research Productivity of United States’ Science Education Programs: 2000s v. 1990s","year":2014,"lang":"en","type":"article","venue":"International Education Research","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Productivity; Political science; Science education; Economic growth; Economics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","sts","scholarly_communication","open_science"],"consensus_categories":["metaresearch","bibliometrics","sts"],"category_scores_codex":[0.1347894,0.0001560251,0.000229224,0.1561251,0.001417948,0.002816465,0.005435618,0.0001111384,0.0006165886],"category_scores_gemma":[0.1514913,0.0001290204,0.00009125644,0.2444488,0.003168966,0.001673129,0.001577031,0.000984341,0.0005657712],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233811,"about_ca_system_score_gemma":0.01493448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542829,"about_ca_topic_score_gemma":0.00004764886,"domain_scores_codex":[0.9657969,0.001414852,0.0008984709,0.001298553,0.02937258,0.001218629],"domain_scores_gemma":[0.9124107,0.003653853,0.0002882709,0.0012808,0.08172562,0.0006407825],"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":[0.00006434384,0.002877998,0.04681302,0.0000276321,0.00001694064,6.09472e-7,0.001323281,0.0002450094,0.002423899,0.1533254,0.01978118,0.7731007],"study_design_scores_gemma":[0.0003824707,0.0003826552,0.05784164,0.0001543013,0.000002710176,0.00002271999,0.0109235,0.02823424,0.008082055,0.1010454,0.7926303,0.0002980111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342069,0.0002200373,0.001611299,0.008641919,0.003377771,0.0008626213,0.00002017356,0.00002944531,0.05102986],"genre_scores_gemma":[0.978488,0.00008878714,0.001507476,0.00009211386,0.0007293964,0.0001991734,0.0001396522,0.00001472199,0.01874063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7728491,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6934014789930255,"score_gpt":0.680352145609588,"score_spread":0.0130493333834375,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}