{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.1725597,0.003236543,0.004562429,0.008200245,0.01649917,0.04812075,0.005328184,0.04661198,0.01994897],"category_scores_gemma":[0.3682239,0.001635425,0.003246687,0.008639177,0.0355713,0.06513042,0.0192182,0.05516766,0.01030143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008527341,"about_ca_system_score_gemma":0.02826635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00328918,"about_ca_topic_score_gemma":0.00426157,"domain_scores_codex":[0.8287933,0.1213983,0.008684311,0.007978092,0.02776608,0.005379792],"domain_scores_gemma":[0.4243611,0.4196291,0.01864392,0.0257355,0.07822297,0.03340732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001373652,0.0001078799,0.0003716744,0.0022143,0.0001396268,0.0002806667,0.006894313,0.00003512402,0.0003771391,0.02930629,0.9170262,0.04310932],"study_design_scores_gemma":[0.0001634437,0.0001762782,0.0005825253,0.004069612,0.0001329041,0.000424155,0.01915601,0.00009760459,0.0004672593,0.03561863,0.9390008,0.0001107327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0001369682,0.03045021,0.0005281951,0.9358757,0.03099719,0.00003288248,0.00005299252,0.00004794027,0.001877843],"genre_scores_gemma":[0.01278137,0.04549764,0.00440391,0.8358744,0.09017465,0.0004111771,0.0001171349,0.0003353078,0.01040449],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9518793,"threshold_uncertainty_score":0.9125938,"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."}}