{"id":"W2586525069","doi":"10.1017/s2151348100002421","title":"Dissemination and the Digital: The Creation of an Academic Book Trailer","year":2011,"lang":"en","type":"article","venue":"Review of Middle East Studies","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Viewpoints; Internet privacy; The Internet; Public relations; Entertainment; Psychology; Political science; Medical education; Medicine; Computer science; World Wide Web; Law; Visual arts; Art","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":[0.01076916,0.0003341142,0.0005265895,0.006282777,0.002949023,0.01704684,0.001133419,0.001788982,0.0265689],"category_scores_gemma":[0.02102816,0.0002976217,0.0003926677,0.0072538,0.004488715,0.01633285,0.006723738,0.002191885,0.00606318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002307958,"about_ca_system_score_gemma":0.005948356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001890262,"about_ca_topic_score_gemma":0.004325908,"domain_scores_codex":[0.9953005,0.002281979,0.0003353655,0.0002234336,0.00163277,0.0002258975],"domain_scores_gemma":[0.9725412,0.01901768,0.002153079,0.001997525,0.002204237,0.002086313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004411896,0.0001207962,0.001491074,0.001383125,0.00001890777,0.0002701519,0.01351071,0.00009585954,0.0003681038,0.102207,0.3412385,0.5392517],"study_design_scores_gemma":[0.0000135918,0.00002827858,0.0008048366,0.0007278877,0.000007203439,0.0001329749,0.003548443,0.00004950727,0.0001350638,0.005375895,0.9891663,0.00000992206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01730932,0.09788927,0.01008827,0.1656829,0.0119999,0.0005787078,0.0009235078,0.0008636103,0.6946645],"genre_scores_gemma":[0.2059195,0.1791024,0.03970459,0.03463204,0.0175995,0.0007325825,0.001767312,0.001232877,0.5193092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9829531,"threshold_uncertainty_score":0.08888179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09025786317586867,"score_gpt":0.3547953682601651,"score_spread":0.2645375050842964,"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."}}