{"id":"W2151739266","doi":"10.5779/hypothesis.v3i1.31","title":"Beyond bells and whistles: the role of the science centre in science communication","year":2008,"lang":"en","type":"article","venue":"Hypothesis","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Science communication; Sociology; Science education; Pedagogy","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001487282,0.00004002743,0.00005690314,0.00007540573,0.001957068,0.00004103182,0.00105422,0.00002336215,0.00008570254],"category_scores_gemma":[0.0004768405,0.00002597895,0.00001874351,0.001040147,0.005850922,0.0002188739,0.0002137226,0.00007429079,0.000008577844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009561476,"about_ca_system_score_gemma":0.0001937727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001574058,"about_ca_topic_score_gemma":0.004288199,"domain_scores_codex":[0.9990879,0.0001846408,0.0001119138,0.000105392,0.0003589705,0.0001511474],"domain_scores_gemma":[0.9989828,0.0002676178,0.00007739889,0.0005290064,0.0001073628,0.00003578473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001015426,0.0001627057,0.1957208,0.000007966268,0.000002604057,1.38847e-7,0.6106568,0.00001140513,0.0453425,0.05921683,0.0002034949,0.08866461],"study_design_scores_gemma":[0.0001873641,0.000008823786,0.8349556,0.00006985765,0.000008736448,0.00000288313,0.1154579,0.0003750342,0.008709274,0.01286193,0.02721122,0.0001513253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9214181,0.0005091716,3.740126e-7,0.004857624,0.00002731697,0.0001460883,0.000002391854,0.000008455807,0.07303047],"genre_scores_gemma":[0.994813,0.004668909,0.0001605235,0.0001461066,0.000009441931,0.00000420678,2.038867e-7,0.000002380934,0.0001952791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6392348,"threshold_uncertainty_score":0.9993423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2428380718942666,"score_gpt":0.3526930954584799,"score_spread":0.1098550235642133,"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."}}