{"id":"W6940459497","doi":"10.7939/r3-4caf-xd43","title":"Speaking Scientifically: The Role of Communication in the Translation of Novel Brain Science Research into Policy","year":2022,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Terminology; Government (linguistics); Field (mathematics); Mental health; Aphasia; Public policy; Point (geometry); Addiction; Translation (biology); Translational research","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":[0.1808337,0.0009564165,0.00105983,0.007279812,0.01689231,0.02586603,0.002571582,0.006439298,0.003468898],"category_scores_gemma":[0.3665328,0.001333726,0.001144367,0.008213899,0.0482695,0.028301,0.01631398,0.009057579,0.0007958092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01544031,"about_ca_system_score_gemma":0.02040325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003836077,"about_ca_topic_score_gemma":0.002380729,"domain_scores_codex":[0.5828828,0.3701782,0.01040207,0.006114119,0.02496959,0.005453143],"domain_scores_gemma":[0.4851233,0.4326678,0.04002929,0.02342655,0.01549514,0.00325797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001855284,0.0001763761,0.008584218,0.0005659212,0.00005055554,0.001109472,0.6670597,0.0007933761,0.001579222,0.2689839,0.001645303,0.04926647],"study_design_scores_gemma":[0.0001982029,0.0005754884,0.01003242,0.002434712,0.0001424898,0.0008865745,0.639036,0.005202288,0.005355179,0.2733296,0.06256183,0.0002452073],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6605895,0.002419112,0.110772,0.07783649,0.0008515971,0.001528083,0.0001707284,0.000202031,0.1456306],"genre_scores_gemma":[0.9708892,0.0008389929,0.02233321,0.002649347,0.0001319856,0.001067294,0.00004494766,0.00008598599,0.001959157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.974134,"threshold_uncertainty_score":0.9563514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649846412764959,"score_gpt":0.2680423105468202,"score_spread":0.2415438464191706,"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."}}