{"id":"W6944719566","doi":"10.20381/ruor-30752","title":"Whose Job is it Anyways? A Study of Attitudes and Perspectives among Canadian Science Communicators with a Comparison to Global Practices","year":2024,"lang":"en","type":"dissertation","venue":"University of Ottawa - Library","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Science communication; Outreach; Diversity (politics); Indigenous; Technical communication; Inclusion (mineral); Training (meteorology); Science education","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005507349,0.0003485882,0.0004407947,0.003271715,0.02264156,0.006792952,0.001384011,0.001298402,0.004161051],"category_scores_gemma":[0.01168754,0.0003703218,0.0004555788,0.004909667,0.007183123,0.002207533,0.003263116,0.002507922,0.0004181259],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05035748,"about_ca_system_score_gemma":0.09564231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.978107,"about_ca_topic_score_gemma":0.9863046,"domain_scores_codex":[0.9945207,0.0008781565,0.0001750395,0.0004739766,0.002259709,0.001692512],"domain_scores_gemma":[0.9864004,0.002898864,0.001434719,0.0002888676,0.004626461,0.004350685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008244267,0.00007044114,0.1782506,0.0002509088,0.00002577666,0.0006145011,0.7832391,0.0000449965,0.0007267666,0.002237543,0.005797558,0.02865936],"study_design_scores_gemma":[0.000005740465,0.00005233125,0.08721903,0.0001759393,0.00002262062,0.000150687,0.8926058,0.00006396045,0.0001289206,0.0001434547,0.01938391,0.00004757477],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732247,0.001185568,0.0002013829,0.006057409,0.00008663355,0.00004586428,0.0001630003,0.00001193466,0.01902346],"genre_scores_gemma":[0.9921583,0.001275864,0.0002109951,0.001507497,0.00001701625,0.00002425757,0.00008918023,0.00001167252,0.004705247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.993207,"threshold_uncertainty_score":0.3653708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2034346274308644,"score_gpt":0.414458617739991,"score_spread":0.2110239903091266,"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."}}