{"id":"W2807390215","doi":"","title":"David Allan Bromley: The Early Champion of Information Super Highway and Open Access to Science","year":2017,"lang":"en","type":"article","venue":"","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Champion; Cabinet (room); Management; Executive director; Engineering; Political science; Information superhighway; Public administration; Library science; Law; The Internet; Computer science; Mechanical engineering; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.01059018,0.00008139521,0.0001641052,0.0003215227,0.001556204,0.01468309,0.01405617,0.00003670655,0.0002287095],"category_scores_gemma":[0.005741455,0.00003864946,0.00002504235,0.0008331788,0.001276263,0.01830753,0.005689742,0.000131396,0.0001966313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001842268,"about_ca_system_score_gemma":0.0002788106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002223773,"about_ca_topic_score_gemma":0.0002033607,"domain_scores_codex":[0.9964817,0.00006268993,0.0004009259,0.0003378509,0.002392417,0.0003243757],"domain_scores_gemma":[0.9975005,0.000352956,0.0002203461,0.001145738,0.0005372799,0.0002431443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001104705,0.00003770823,0.4017017,0.000009855097,0.00000726011,0.000001499197,0.01475623,0.0000449386,0.02038265,0.0568164,0.0721461,0.4339852],"study_design_scores_gemma":[0.0001647593,0.00005879868,0.9376734,0.00001186056,9.062348e-7,0.000001834691,0.0007255892,0.0007102257,0.008886625,0.007984258,0.04369771,0.00008398783],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9072375,0.00000678633,0.0006698233,0.01193657,0.0002175352,0.0004460179,0.000006549609,0.000008401918,0.07947082],"genre_scores_gemma":[0.9962672,0.00001867395,0.0002947759,0.0007314368,0.0000288299,0.0000104725,2.983305e-7,0.000001803195,0.002646503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5359718,"threshold_uncertainty_score":0.9997436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2858917638159443,"score_gpt":0.5286469879325473,"score_spread":0.2427552241166029,"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."}}