{"id":"W1541583664","doi":"10.22230/cjc.2014v39n4a2751","title":"Reflecting on the <i>Science</i> in Science Communication","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Science communication; Negotiation; Sociology; Open science; Epistemology; Scientific communication; Citizen science; Science education; Social science; Computer science; Biology; Pedagogy; Philosophy; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01432418,0.00006451749,0.0001016766,0.0005828874,0.003259655,0.0003418827,0.00309699,0.00004642743,0.0001441019],"category_scores_gemma":[0.003618245,0.00005414616,0.00003541804,0.001691844,0.002676481,0.0006552553,0.00006890066,0.0004645066,0.00002198377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009077734,"about_ca_system_score_gemma":0.00194103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0156123,"about_ca_topic_score_gemma":0.2597775,"domain_scores_codex":[0.9979635,0.0008825462,0.0003396994,0.00008535215,0.0004370717,0.0002918337],"domain_scores_gemma":[0.9969553,0.000683578,0.0003330746,0.001074808,0.0006846506,0.0002685749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001932747,0.0000667334,0.009504013,0.000004170778,0.000003961617,4.968677e-7,0.1570823,0.000246333,0.002858833,0.7305048,0.001589075,0.09811994],"study_design_scores_gemma":[0.0009752736,0.0002242891,0.1316752,0.001014692,0.00002385276,0.00002344664,0.1109494,0.002270174,0.001057305,0.05644481,0.6947711,0.0005704291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6052411,0.000327636,0.00003170333,0.05017867,0.0001930405,0.0001739648,8.447427e-7,0.00001089846,0.3438422],"genre_scores_gemma":[0.9971455,0.001396182,0.0004053459,0.0009332194,0.00004400662,0.000004700056,0.000001697014,0.000005747232,0.0000636121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6931821,"threshold_uncertainty_score":0.998038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5051270976302179,"score_gpt":0.4822931444888298,"score_spread":0.02283395314138814,"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."}}