{"id":"W2093762649","doi":"10.7202/1013984ar","title":"Performing Strategic Science in the Public Interest: Updating the Policy Debate Regarding Government Science","year":2013,"lang":"en","type":"article","venue":"Scientia Canadensis Canadian Journal of the History of Science Technology and Medicine","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Government (linguistics); Position (finance); Order (exchange); Public policy; Public administration; Science policy; Theme (computing); Political science; Economics; Business; Finance; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.009561823,0.00009865301,0.0002080805,0.004090912,0.001837803,0.00009764524,0.002744642,0.00004572329,0.00006382726],"category_scores_gemma":[0.002718976,0.00005518866,0.00003042388,0.008650353,0.03243686,0.0008673408,0.0001576646,0.0004272895,0.000002608255],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002260745,"about_ca_system_score_gemma":0.006615383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.012734,"about_ca_topic_score_gemma":0.02009814,"domain_scores_codex":[0.9981166,0.00001830943,0.000606105,0.0002679878,0.00037662,0.0006143399],"domain_scores_gemma":[0.9982066,0.00003708672,0.0007252945,0.000443435,0.000363805,0.0002237577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[7.46222e-7,0.000004750274,0.007596963,0.000005538059,0.000003057232,0.00000375443,0.002665815,0.000006129947,0.004153881,0.9824705,0.001717506,0.00137135],"study_design_scores_gemma":[0.002259607,0.0007520653,0.1780915,0.001012893,0.00005555171,0.003553433,0.1351664,0.005935125,0.004637315,0.4388685,0.2286355,0.001032082],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8754218,0.0008978275,0.00001042635,0.1073219,0.002139898,0.0001323406,0.000002711899,0.000002492725,0.01407062],"genre_scores_gemma":[0.9977008,0.00001819496,0.000076761,0.001731145,0.00005553249,0.000002543594,3.861306e-8,0.00000331297,0.0004116611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.543602,"threshold_uncertainty_score":0.9994617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04604005122508898,"score_gpt":0.2322605938226691,"score_spread":0.1862205425975801,"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."}}