{"id":"W2287806322","doi":"","title":"Sing me a good research story: Research dissemination and new media","year":2011,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland; Ontario Tech University; Western University","funders":"","keywords":"Social media; Media studies; Advertising; Public relations; Internet privacy; World Wide Web; Computer science; Sociology; Political science; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002394312,0.0001848859,0.0002559063,0.001959191,0.001063996,0.00003715933,0.0003330497,0.0003630535,0.001000622],"category_scores_gemma":[0.005720038,0.0001735676,0.00001722152,0.001453783,0.001003449,0.0002065733,0.0001672277,0.002263799,0.0003867121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000242892,"about_ca_system_score_gemma":0.002094031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002170458,"about_ca_topic_score_gemma":0.001062228,"domain_scores_codex":[0.9970902,0.0005009646,0.0003460541,0.0005858035,0.0006806345,0.0007963122],"domain_scores_gemma":[0.9920989,0.005964412,0.0001197375,0.0003775413,0.0009982925,0.0004410685],"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":[0.00004617654,0.0002443992,0.02692932,0.00006016339,0.00001538467,0.000002245881,0.03079466,1.105784e-8,0.0003698141,0.8701444,0.0406024,0.03079107],"study_design_scores_gemma":[0.0002738208,0.0001321643,0.05146503,0.0005335754,0.000009803615,0.000004148792,0.007264363,0.00001401575,0.0003196643,0.9323689,0.007422049,0.0001924433],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.314907,0.00190851,0.00003544866,0.5984793,0.005074865,0.001056888,0.00002264977,0.0002429559,0.0782724],"genre_scores_gemma":[0.9847001,0.0004741334,0.0007118886,0.000090198,0.001174845,0.0003573268,0.00007229906,0.00002778087,0.01239147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.669793,"threshold_uncertainty_score":0.9999126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3952567680109244,"score_gpt":0.4871478971212094,"score_spread":0.09189112911028507,"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."}}