{"id":"W2105374319","doi":"10.1002/meet.2014.14505101004","title":"Informational and media failures and potential successes","year":2014,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Democracy; Public opinion; Internet privacy; Join (topology); Public relations; Computer science; Political science; Information exchange; Psychology; Law; Mathematics; Telecommunications; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.02800124,0.0006692723,0.0006813922,0.009430751,0.004577252,0.01024202,0.001472694,0.003417131,0.01387442],"category_scores_gemma":[0.1278387,0.0005272419,0.000482541,0.005944666,0.01481693,0.009462372,0.007888748,0.003447976,0.001732662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002953794,"about_ca_system_score_gemma":0.001700127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003169285,"about_ca_topic_score_gemma":0.002627583,"domain_scores_codex":[0.9774536,0.01256664,0.001184252,0.0007678547,0.003610308,0.004417376],"domain_scores_gemma":[0.7873333,0.1196537,0.04132992,0.008423082,0.02399879,0.01926116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002292152,0.0008004872,0.6360298,0.001016888,0.0004414568,0.005826751,0.05866033,0.004422007,0.0006626185,0.1231389,0.02620623,0.1405023],"study_design_scores_gemma":[0.0001814946,0.001453836,0.4900896,0.003054759,0.0003852691,0.004451216,0.2832088,0.006289544,0.002486876,0.1263276,0.08163032,0.0004404903],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8521143,0.003884512,0.001316427,0.02752587,0.000150777,0.00007308307,0.0004263936,0.00009975685,0.114409],"genre_scores_gemma":[0.9984025,0.0004805622,0.00008383675,0.0001326735,0.00006073783,0.00001788822,0.0000400996,0.00001351201,0.0007682093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02800124,"threshold_uncertainty_score":0.1480864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007103914621147803,"score_gpt":0.2666259814744038,"score_spread":0.259522066853256,"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."}}