{"id":"W4243826515","doi":"10.31229/osf.io/j4meu","title":"Assessing Information Reliability through Snapchat: An Alternative Means for Social Media","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Scope (computer science); Social media; Conversation; Subject (documents); Service (business); Information literacy; Order (exchange); Library science; Computer science; Public relations; Psychology; Sociology; World Wide Web; Political science; Business; Medicine; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0005716606,0.0002555458,0.0002964917,0.00007926496,0.0002673856,0.001843361,0.001924024,0.0002826072,0.00005810676],"category_scores_gemma":[0.00008115774,0.0002192404,0.0001381855,0.0001367131,0.00007897025,0.01646503,0.001345713,0.0002695844,0.00002954013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006189096,"about_ca_system_score_gemma":0.0002857529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001903928,"about_ca_topic_score_gemma":0.00005056954,"domain_scores_codex":[0.9982151,0.0001277069,0.0004555256,0.0005198527,0.0003944013,0.0002873871],"domain_scores_gemma":[0.9982285,0.000259434,0.0003928544,0.0007009458,0.0003449886,0.00007328503],"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":[0.00006205665,0.0003148376,0.0004953698,0.001187333,0.0001639063,0.000002094153,0.2322959,0.00122942,0.00002067957,0.6455008,0.01465419,0.1040734],"study_design_scores_gemma":[0.0004095993,0.00007980028,0.00583481,0.00007063185,0.00001928116,0.000001085587,0.00107786,0.4209972,0.001362968,0.5484117,0.02114684,0.0005882145],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03406255,0.000009277492,0.9393699,0.002390371,0.003068092,0.000472514,0.00003646144,0.0003965145,0.02019429],"genre_scores_gemma":[0.4198374,0.000008649942,0.5754423,0.00214744,0.001910704,0.0001022073,0.0004978836,0.00001645453,0.00003701663],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4197678,"threshold_uncertainty_score":0.9991928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0630341149853521,"score_gpt":0.3257879719429151,"score_spread":0.262753856957563,"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."}}