{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.002529703,0.0003449568,0.0002928187,0.0009135302,0.003583945,0.007153845,0.0009199086,0.002783959,0.01420859],"category_scores_gemma":[0.006072098,0.000311794,0.0002046716,0.001044307,0.003048878,0.004243827,0.001864009,0.005602439,0.004355102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00373286,"about_ca_system_score_gemma":0.008390687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01983957,"about_ca_topic_score_gemma":0.03587419,"domain_scores_codex":[0.9960283,0.000822712,0.0001139756,0.0003925229,0.002118685,0.0005237946],"domain_scores_gemma":[0.9936399,0.0008929463,0.0002561388,0.0001555913,0.002077919,0.002977649],"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":[0.00002201949,0.00001708956,0.000510997,0.0000477522,0.000004497382,0.00005381884,0.0002632548,0.00005588797,0.0001122631,0.03101296,0.9439542,0.02394545],"study_design_scores_gemma":[0.000002664571,0.00001042774,0.0002590813,0.00005217357,0.000001979565,0.00008868018,0.0003112153,0.00005113845,0.0002216469,0.003958391,0.9950322,0.00001039462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00456627,0.0467459,0.005093705,0.7373374,0.0250559,0.00006082722,0.0002874968,0.0001830184,0.1806696],"genre_scores_gemma":[0.1177052,0.05496854,0.007990274,0.1682263,0.006964746,0.00006664899,0.0003317404,0.0001837802,0.6435628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9990801,"threshold_uncertainty_score":0.04753244,"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."}}