{"id":"W2617060576","doi":"10.29173/cais417","title":"SOS Calls, Breaking Stories, Network Disinformation, and the Process of Scholarly Communications: Implications for Information Intermediaries","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disinformation; Intermediary; Process (computing); Computer science; Business; Internet privacy; Telecommunications; World Wide Web; Social media; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00149695,0.0001462583,0.0002990633,0.00009127659,0.0007034162,0.003854915,0.002088071,0.0001422253,0.000006662657],"category_scores_gemma":[0.02298814,0.0001025959,0.00008689411,0.0004897089,0.002776142,0.02877854,0.0003696986,0.0002444031,0.000001050759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000521264,"about_ca_system_score_gemma":0.0004860206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081261,"about_ca_topic_score_gemma":0.0003521645,"domain_scores_codex":[0.9985076,0.00004751959,0.0006986641,0.000108811,0.0003465865,0.0002907974],"domain_scores_gemma":[0.9416041,0.0005368445,0.001213674,0.0002431217,0.05633067,0.00007160931],"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":[0.00004940071,0.00002525992,0.02691901,0.00019729,0.00003954108,2.027499e-9,0.250741,0.000004209612,0.00005078554,0.7147566,0.0007988249,0.006418067],"study_design_scores_gemma":[0.001436365,0.0002840801,0.142575,0.0008818074,0.0002459489,0.00001000581,0.2388574,0.002224763,0.002310094,0.484903,0.1256662,0.0006053772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377687,0.0006933406,0.001522434,0.02780914,0.000277341,0.003819072,0.0003331699,0.00008068801,0.0276961],"genre_scores_gemma":[0.9983751,0.0003900601,0.0006625636,0.0001843609,0.00006985199,0.000241491,0.00001317634,0.000007301431,0.00005605063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2298536,"threshold_uncertainty_score":0.9999377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02838073529447954,"score_gpt":0.3000957093082335,"score_spread":0.2717149740137539,"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."}}