{"id":"W2120031946","doi":"10.1177/0162243909345835","title":"Locating Scientific Citizenship: The Institutional Contexts and Cultures of Public Engagement","year":2010,"lang":"en","type":"article","venue":"Science Technology & Human Values","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Wellcome Trust","keywords":"Citizenship; Reflexivity; Context (archaeology); Public relations; Negotiation; Sociology; Element (criminal law); Democracy; Political science; Public engagement; Novelty; Social science; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005144168,0.00006250443,0.00007719125,0.000412212,0.008987525,0.0002774209,0.001045762,0.00008684301,0.0002498039],"category_scores_gemma":[0.001334455,0.00004607416,0.00002032777,0.001268033,0.03320986,0.0002302105,0.0002487839,0.0003058879,0.00001391644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004274143,"about_ca_system_score_gemma":0.0002069821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008563468,"about_ca_topic_score_gemma":0.00275339,"domain_scores_codex":[0.9988455,0.0001139177,0.0001596258,0.0002309946,0.0004020252,0.0002479777],"domain_scores_gemma":[0.9989787,0.00007532757,0.0001099344,0.0004105453,0.0003724692,0.00005305104],"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":[3.464207e-7,0.00002082731,0.007008663,0.000003526568,0.000002077182,1.249846e-7,0.01420231,2.990878e-7,0.1259763,0.8348837,0.0001486725,0.01775308],"study_design_scores_gemma":[0.0006087113,0.0001187342,0.1337733,0.00008727542,0.00003304298,0.00001751735,0.2057633,0.000192184,0.0175618,0.4977971,0.1435388,0.000508339],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658813,0.000180326,0.00001665375,0.01001964,0.0002800074,0.0001733805,0.000003250198,0.0001168377,0.02332855],"genre_scores_gemma":[0.9991564,0.000065811,0.0003135274,0.00008200218,0.00003999125,0.00001890924,0.000003583977,0.000002247009,0.0003175689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3370867,"threshold_uncertainty_score":0.9923027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3467668253035034,"score_gpt":0.4655475907633921,"score_spread":0.1187807654598887,"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."}}